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 ../ModelDataPaddedSquishICSPionBremss1-1000GeVIntTime806.0.060912.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.log echo "Using starting src of:" >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.log head src.txt >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.log echo "Using PSF of:" >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.log head psf.txt >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.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_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.output.txt ### mv dump.txt do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.dump.txt ### cp Rplots.ps do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913a.plotmean.ps Using starting src of: 1.e-4 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: -60736.1 Smoothing Hyper-parameters: 0.085828 0.056423 0.067660 0.013707 0.027540 0.086375 0.052736 Expected Total MS Cnt: 0.318684 Backgound Scale: 0.722659. ITERATION NUMBER 2. Current Log-Posterior: 223611 Step Size: 284347.3913 Smoothing Hyper-parameters: 0.064299 0.077743 0.055182 0.062058 0.051199 0.051316 0.088150 Expected Total MS Cnt: 0.141977 Backgound Scale: 0.73315. ITERATION NUMBER 3. Current Log-Posterior: 249666 Step Size: 26054.24101 Smoothing Hyper-parameters: 0.098690 0.092510 0.100125 0.079126 0.061162 0.052032 0.126458 Expected Total MS Cnt: 0.116339 Backgound Scale: 0.725692. ITERATION NUMBER 4. Current Log-Posterior: 168340 Step Size: -81325.01812 Smoothing Hyper-parameters: 0.121049 0.047291 0.110591 0.081839 0.063956 0.112008 0.066028 Expected Total MS Cnt: 0.236245 Backgound Scale: 0.735379. ITERATION NUMBER 5. Current Log-Posterior: 177354 Step Size: 9013.811026 Smoothing Hyper-parameters: 0.072551 0.059038 0.075149 0.038086 0.063691 0.040904 0.054228 Expected Total MS Cnt: 0.134166 Backgound Scale: 0.734607. ITERATION NUMBER 6. Current Log-Posterior: 240317 Step Size: 62962.64316 Smoothing Hyper-parameters: 0.079269 0.054842 0.102110 0.103473 0.065145 0.079121 0.111580 Expected Total MS Cnt: 0.297162 Backgound Scale: 0.722943. ITERATION NUMBER 7. Current Log-Posterior: 222479 Step Size: -17838.44173 Smoothing Hyper-parameters: 0.079269 0.022966 0.037511 0.126868 0.102141 0.071753 0.053973 Expected Total MS Cnt: 0.363757 Backgound Scale: 0.736559. ITERATION NUMBER 8. Current Log-Posterior: 310925 Step Size: 88446.06946 Smoothing Hyper-parameters: 0.051902 0.114898 0.015488 0.068801 0.088472 0.073157 0.066254 Expected Total MS Cnt: 1.29865 Backgound Scale: 0.727549. ITERATION NUMBER 9. Current Log-Posterior: 313575 Step Size: 2650.459644 Smoothing Hyper-parameters: 0.006181 0.092912 0.048553 0.079117 0.074448 0.078903 0.110564 Expected Total MS Cnt: 0.489742 Backgound Scale: 0.727542. ITERATION NUMBER 10. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.093391 0.087327 0.046451 0.075065 0.046970 0.112734 0.021043 Expected Total MS Cnt: 2.21524 Backgound Scale: 0.739869. ITERATION NUMBER 11. Current Log-Posterior: 188240 Step Size: -inf Smoothing Hyper-parameters: 0.077507 0.047576 0.103658 0.031423 0.073727 0.118523 0.080873 Expected Total MS Cnt: 3.78727 Backgound Scale: 0.729306. ITERATION NUMBER 12. Current Log-Posterior: 237357 Step Size: 49117.60556 Smoothing Hyper-parameters: 0.129827 0.035859 0.088589 0.034260 0.037975 0.074598 0.100285 Expected Total MS Cnt: 1.21374 Backgound Scale: 0.733454. ITERATION NUMBER 13. Current Log-Posterior: 203491 Step Size: -33866.0534 Smoothing Hyper-parameters: 0.096848 0.071352 0.057969 0.089984 0.065939 0.052126 0.014286 Expected Total MS Cnt: 3.06723 Backgound Scale: 0.737289. ITERATION NUMBER 14. Current Log-Posterior: 186461 Step Size: -17030.37358 Smoothing Hyper-parameters: 0.080328 0.094018 0.079637 0.083848 0.057511 0.105366 0.009492 Expected Total MS Cnt: 1.13002 Backgound Scale: 0.734855. ITERATION NUMBER 15. Current Log-Posterior: 199619 Step Size: 13157.77194 Smoothing Hyper-parameters: 0.051947 0.041805 0.026166 0.074196 0.040976 0.059857 0.096251 Expected Total MS Cnt: 0.774165 Backgound Scale: 0.728724. ITERATION NUMBER 16. Current Log-Posterior: 345566 Step Size: 145947.0934 Smoothing Hyper-parameters: 0.026633 0.072859 0.040102 0.048179 0.066278 0.060104 0.055491 Expected Total MS Cnt: 0.014292 Backgound Scale: 0.736728. ITERATION NUMBER 17. Current Log-Posterior: 525736 Step Size: 180169.6248 Smoothing Hyper-parameters: 0.071756 0.139298 0.070619 0.048024 0.045762 0.104432 0.058244 Expected Total MS Cnt: 0.306612 Backgound Scale: 0.72589. ITERATION NUMBER 18. Current Log-Posterior: 209618 Step Size: -316117.9442 Smoothing Hyper-parameters: 0.067270 0.092160 0.070102 0.098834 0.129338 0.096079 0.050715 Expected Total MS Cnt: 0.92757 Backgound Scale: 0.729795. ITERATION NUMBER 19. Current Log-Posterior: 230401 Step Size: 20783.74964 Smoothing Hyper-parameters: 0.071318 0.076689 0.124084 0.096838 0.036806 0.137983 0.066255 Expected Total MS Cnt: 3.71445 Backgound Scale: 0.724691. ITERATION NUMBER 20. Current Log-Posterior: 221568 Step Size: -8833.616143 Smoothing Hyper-parameters: 0.142704 0.054350 0.058267 0.121585 0.086027 0.153681 0.045490 Expected Total MS Cnt: 6.60243 Backgound Scale: 0.740117. ITERATION NUMBER 21. Current Log-Posterior: 159541 Step Size: -62026.54323 Smoothing Hyper-parameters: 0.014939 0.067218 0.049205 0.033704 0.106053 0.019081 0.024809 Expected Total MS Cnt: 1.95227 Backgound Scale: 0.725883. ITERATION NUMBER 22. Current Log-Posterior: 884651 Step Size: 725110.2237 Smoothing Hyper-parameters: 0.060095 0.068686 0.105335 0.023001 0.112304 0.084938 0.051521 Expected Total MS Cnt: 2.74433 Backgound Scale: 0.735281. ITERATION NUMBER 23. Current Log-Posterior: 265792 Step Size: -618859.7427 Smoothing Hyper-parameters: 0.119644 0.078661 0.102070 0.077326 0.082904 0.094736 0.053074 Expected Total MS Cnt: 1.14169 Backgound Scale: 0.727233. ITERATION NUMBER 24. Current Log-Posterior: 154432 Step Size: -111360.0604 Smoothing Hyper-parameters: 0.077368 0.090497 0.092684 0.088719 0.116141 0.109751 0.093585 Expected Total MS Cnt: 3.41308 Backgound Scale: 0.735058. ITERATION NUMBER 25. Current Log-Posterior: 202713 Step Size: 48281.49833 Smoothing Hyper-parameters: 0.074493 0.088939 0.004031 0.047842 0.100901 0.085610 0.063836 Expected Total MS Cnt: 4.28017 Backgound Scale: 0.730251. ITERATION NUMBER 26. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.039585 0.145623 0.051144 0.111837 0.117351 0.144545 0.089356 Expected Total MS Cnt: 10.2512 Backgound Scale: 0.731683. ITERATION NUMBER 27. Current Log-Posterior: 346925 Step Size: -inf Smoothing Hyper-parameters: 0.058732 0.048699 0.066356 0.102480 0.030971 0.049483 0.106831 Expected Total MS Cnt: 16.2864 Backgound Scale: 0.723182. ITERATION NUMBER 28. Current Log-Posterior: 286745 Step Size: -60180.71282 Smoothing Hyper-parameters: 0.045759 0.097846 0.128536 0.062045 0.059988 0.034379 0.072316 Expected Total MS Cnt: 25.2985 Backgound Scale: 0.737005. ITERATION NUMBER 29. Current Log-Posterior: 310037 Step Size: 23292.69762 Smoothing Hyper-parameters: 0.053715 0.057533 0.099652 0.054031 0.078123 0.122953 0.074145 Expected Total MS Cnt: 15.9599 Backgound Scale: 0.71981. ITERATION NUMBER 30. Current Log-Posterior: 289383 Step Size: -20654.51858 Smoothing Hyper-parameters: 0.042699 0.055465 0.097213 0.100507 0.085225 0.142963 0.113480 Expected Total MS Cnt: 9.29289 Backgound Scale: 0.724082. ITERATION NUMBER 31. Current Log-Posterior: 355339 Step Size: 65955.97669 Smoothing Hyper-parameters: 0.117731 0.055638 0.096041 0.041519 0.022043 0.073417 0.041187 Expected Total MS Cnt: 7.74152 Backgound Scale: 0.724884. ITERATION NUMBER 32. Current Log-Posterior: 174717 Step Size: -180621.7044 Smoothing Hyper-parameters: 0.137076 0.009761 0.134283 0.072343 0.086597 0.057715 0.070512 Expected Total MS Cnt: 5.61145 Backgound Scale: 0.724225. ITERATION NUMBER 33. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.070394 0.023925 0.128544 0.020951 0.054860 0.110598 0.096969 Expected Total MS Cnt: 2.3836 Backgound Scale: 0.724013. ITERATION NUMBER 34. Current Log-Posterior: 316310 Step Size: -inf Smoothing Hyper-parameters: 0.107403 0.059245 0.051066 0.108383 0.097674 0.051277 0.011799 Expected Total MS Cnt: 0.0383386 Backgound Scale: 0.72627. ITERATION NUMBER 35. Current Log-Posterior: 186619 Step Size: -129691.2556 Smoothing Hyper-parameters: 0.061498 0.099732 0.119864 0.032992 0.065421 0.046869 0.060900 Expected Total MS Cnt: 1.35368 Backgound Scale: 0.731254. ITERATION NUMBER 36. Current Log-Posterior: 242990 Step Size: 56371.09251 Smoothing Hyper-parameters: 0.114764 0.072647 0.085573 0.121762 0.066617 0.008811 0.067254 Expected Total MS Cnt: 1.20924 Backgound Scale: 0.728634. ITERATION NUMBER 37. Current Log-Posterior: 164537 Step Size: -78452.5082 Smoothing Hyper-parameters: 0.097434 0.090735 0.037730 0.069940 0.079889 0.024683 0.109890 Expected Total MS Cnt: 2.99964 Backgound Scale: 0.734637. ITERATION NUMBER 38. Current Log-Posterior: 184946 Step Size: 20408.46033 Smoothing Hyper-parameters: 0.043968 0.066304 0.025469 0.134175 0.101903 0.072718 0.128699 Expected Total MS Cnt: 1.02476 Backgound Scale: 0.729346. ITERATION NUMBER 39. Current Log-Posterior: 361566 Step Size: 176620.3551 Smoothing Hyper-parameters: 0.066966 0.051211 0.075285 0.027896 0.059090 0.068279 0.005163 Expected Total MS Cnt: 2.07052 Backgound Scale: 0.729312. ITERATION NUMBER 40. Current Log-Posterior: 262278 Step Size: -99287.59926 Smoothing Hyper-parameters: 0.053854 0.058245 0.082794 0.084741 0.081809 0.034939 0.025591 Expected Total MS Cnt: 0.721849 Backgound Scale: 0.733292. ITERATION NUMBER 41. Current Log-Posterior: 291419 Step Size: 29140.82651 Smoothing Hyper-parameters: 0.126425 0.111457 0.046050 0.075124 0.131145 0.091057 0.149917 Expected Total MS Cnt: 0.607622 Backgound Scale: 0.732709. ITERATION NUMBER 42. Current Log-Posterior: 147170 Step Size: -144249.473 Smoothing Hyper-parameters: 0.070577 0.107881 0.074094 0.113838 0.138652 0.103150 0.084996 Expected Total MS Cnt: 1.13988 Backgound Scale: 0.731791. ITERATION NUMBER 43. Current Log-Posterior: 213939 Step Size: 66769.04448 Smoothing Hyper-parameters: 0.115610 0.060832 0.080811 0.113548 0.077609 0.033567 0.053985 Expected Total MS Cnt: 1.7023 Backgound Scale: 0.726027. ITERATION NUMBER 44. Current Log-Posterior: 171013 Step Size: -42925.95978 Smoothing Hyper-parameters: 0.020059 0.093264 0.049157 0.136297 0.046860 0.074506 0.116901 Expected Total MS Cnt: 2.49796 Backgound Scale: 0.73757. ITERATION NUMBER 45. Current Log-Posterior: 649183 Step Size: 478169.7651 Smoothing Hyper-parameters: 0.077894 0.063981 0.033396 0.057167 0.087246 0.045905 0.084020 Expected Total MS Cnt: 2.15983 Backgound Scale: 0.731374. ITERATION NUMBER 46. Current Log-Posterior: 231566 Step Size: -417616.5441 Smoothing Hyper-parameters: 0.121891 0.091079 0.138282 0.056974 0.108814 0.068679 0.036922 Expected Total MS Cnt: 1.03362 Backgound Scale: 0.737722. ITERATION NUMBER 47. Current Log-Posterior: 146857 Step Size: -84709.29857 Smoothing Hyper-parameters: 0.038958 0.090890 0.029668 0.091532 0.057378 0.060567 0.086081 Expected Total MS Cnt: 3.40178 Backgound Scale: 0.729774. ITERATION NUMBER 48. Current Log-Posterior: 378472 Step Size: 231615.0327 Smoothing Hyper-parameters: 0.062345 0.096915 0.045825 0.081050 0.029992 0.054510 0.063685 Expected Total MS Cnt: 3.60354 Backgound Scale: 0.724583. ITERATION NUMBER 49. Current Log-Posterior: 247973 Step Size: -130498.5335 Smoothing Hyper-parameters: 0.058908 0.069106 0.039620 0.071957 0.037408 0.112128 0.167731 Expected Total MS Cnt: 5.67414 Backgound Scale: 0.728543. ITERATION NUMBER 50. Current Log-Posterior: 276157 Step Size: 28184.16221 Smoothing Hyper-parameters: 0.080976 0.124439 0.019835 0.064188 0.110609 0.116799 0.051332 Expected Total MS Cnt: 4.42588 Backgound Scale: 0.721963. ITERATION NUMBER 51. Current Log-Posterior: 220778 Step Size: -55379.84135 Smoothing Hyper-parameters: 0.115346 0.109545 0.087196 0.025422 0.045517 0.038346 0.102179 Expected Total MS Cnt: 0.494381 Backgound Scale: 0.723682. ITERATION NUMBER 52. Current Log-Posterior: 154186 Step Size: -66591.70654 Smoothing Hyper-parameters: 0.100136 0.018629 0.093697 0.044476 0.048332 0.069588 0.121015 Expected Total MS Cnt: 2.22296 Backgound Scale: 0.746719. ITERATION NUMBER 53. Current Log-Posterior: 298227 Step Size: 144040.703 Smoothing Hyper-parameters: 0.041386 0.100493 0.060720 0.070192 0.074249 0.058324 0.100658 Expected Total MS Cnt: 11.0712 Backgound Scale: 0.72653. ITERATION NUMBER 54. Current Log-Posterior: 340762 Step Size: 42534.93165 Smoothing Hyper-parameters: 0.129004 0.036573 0.120107 0.072672 0.087334 0.063785 0.138738 Expected Total MS Cnt: 4.29856 Backgound Scale: 0.719965. ITERATION NUMBER 55. Current Log-Posterior: 191721 Step Size: -149040.0602 Smoothing Hyper-parameters: 0.088481 0.102966 0.057477 0.128581 0.062965 0.055681 0.064581 Expected Total MS Cnt: 3.075 Backgound Scale: 0.726842. ITERATION NUMBER 56. Current Log-Posterior: 185316 Step Size: -6405.546408 Smoothing Hyper-parameters: 0.036726 0.074578 0.060703 0.098541 0.096701 0.113696 0.067604 Expected Total MS Cnt: 9.72934 Backgound Scale: 0.735232. ITERATION NUMBER 57. Current Log-Posterior: 387161 Step Size: 201845.525 Smoothing Hyper-parameters: 0.101505 0.142170 0.121001 0.099673 0.071196 0.127624 0.030008 Expected Total MS Cnt: 9.18452 Backgound Scale: 0.727151. ITERATION NUMBER 58. Current Log-Posterior: 155296 Step Size: -231865.2834 Smoothing Hyper-parameters: 0.100988 0.053437 0.067394 0.013228 0.086299 0.139030 0.119535 Expected Total MS Cnt: 13.1898 Backgound Scale: 0.729788. ITERATION NUMBER 59. Current Log-Posterior: 204990 Step Size: 49694.01832 Smoothing Hyper-parameters: 0.135307 0.069981 0.152653 0.084461 0.087307 0.030950 0.116347 Expected Total MS Cnt: 22.7914 Backgound Scale: 0.741464. ITERATION NUMBER 60. Current Log-Posterior: 143665 Step Size: -61324.8882 Smoothing Hyper-parameters: 0.101607 0.087384 0.076379 0.107904 0.069314 0.035564 0.102972 Expected Total MS Cnt: 14.5448 Backgound Scale: 0.74163. ITERATION NUMBER 61. Current Log-Posterior: 170955 Step Size: 27289.8323 Smoothing Hyper-parameters: 0.093080 0.081129 0.081042 0.107904 0.135552 0.014425 0.038354 Expected Total MS Cnt: 19.2944 Backgound Scale: 0.724456. ITERATION NUMBER 62. Current Log-Posterior: 184391 Step Size: 13436.16235 Smoothing Hyper-parameters: 0.087993 0.042843 0.175163 0.054062 0.110083 0.050720 0.062517 Expected Total MS Cnt: 12.8687 Backgound Scale: 0.737807. ITERATION NUMBER 63. Current Log-Posterior: 219220 Step Size: 34828.71704 Smoothing Hyper-parameters: 0.068301 0.116851 0.096278 0.056075 0.067517 0.077849 0.101776 Expected Total MS Cnt: 19.5735 Backgound Scale: 0.724259. ITERATION NUMBER 64. Current Log-Posterior: 215368 Step Size: -3852.353202 Smoothing Hyper-parameters: 0.040264 0.054262 0.048739 0.056645 0.058837 0.120023 0.129220 Expected Total MS Cnt: 14.7861 Backgound Scale: 0.7275. ITERATION NUMBER 65. Current Log-Posterior: 385654 Step Size: 170286.6715 Smoothing Hyper-parameters: 0.037222 0.062276 0.096230 0.066802 0.086942 0.081245 0.094850 Expected Total MS Cnt: 10.6136 Backgound Scale: 0.732738. ITERATION NUMBER 66. Current Log-Posterior: 395992 Step Size: 10338.03742 Smoothing Hyper-parameters: 0.078593 0.137064 0.097522 0.123525 0.060019 0.131500 0.070910 Expected Total MS Cnt: 16.3267 Backgound Scale: 0.731384. ITERATION NUMBER 67. Current Log-Posterior: 188391 Step Size: -207600.8759 Smoothing Hyper-parameters: 0.071459 0.101091 0.052489 0.120193 0.104313 0.027880 0.140306 Expected Total MS Cnt: 13.6351 Backgound Scale: 0.726377. ITERATION NUMBER 68. Current Log-Posterior: 217001 Step Size: 28609.19353 Smoothing Hyper-parameters: 0.083015 0.076187 0.060578 0.122084 0.081172 0.038457 0.094595 Expected Total MS Cnt: 9.33058 Backgound Scale: 0.745016. ITERATION NUMBER 69. Current Log-Posterior: 205418 Step Size: -11582.48333 Smoothing Hyper-parameters: 0.089261 0.097222 0.105874 0.058398 0.068700 0.047554 0.147469 Expected Total MS Cnt: 17.5951 Backgound Scale: 0.728724. ITERATION NUMBER 70. Current Log-Posterior: 183519 Step Size: -21898.91881 Smoothing Hyper-parameters: 0.071949 0.075675 0.047359 0.085747 0.110182 0.032836 0.135427 Expected Total MS Cnt: 9.71287 Backgound Scale: 0.737522. ITERATION NUMBER 71. Current Log-Posterior: 235105 Step Size: 51585.86923 Smoothing Hyper-parameters: 0.058456 0.063363 0.100496 0.086935 0.032078 0.007199 0.088485 Expected Total MS Cnt: 9.53435 Backgound Scale: 0.729661. ITERATION NUMBER 72. Current Log-Posterior: 275772 Step Size: 40667.32704 Smoothing Hyper-parameters: 0.065831 0.081180 0.089104 0.118922 0.044068 0.094912 0.120735 Expected Total MS Cnt: 7.1539 Backgound Scale: 0.725413. ITERATION NUMBER 73. Current Log-Posterior: 235851 Step Size: -39921.56002 Smoothing Hyper-parameters: 0.073342 0.091926 0.106826 0.041683 0.058050 0.036781 0.041130 Expected Total MS Cnt: 12.3418 Backgound Scale: 0.732017. ITERATION NUMBER 74. Current Log-Posterior: 213278 Step Size: -22573.27531 Smoothing Hyper-parameters: 0.088291 0.019980 0.098467 0.062012 0.017664 0.082310 0.121514 Expected Total MS Cnt: 12.9633 Backgound Scale: 0.731188. ITERATION NUMBER 75. Current Log-Posterior: 308769 Step Size: 95491.00939 Smoothing Hyper-parameters: 0.134248 0.052612 0.046705 0.074268 0.085813 0.078492 0.058728 Expected Total MS Cnt: 10.0842 Backgound Scale: 0.728676. ITERATION NUMBER 76. Current Log-Posterior: 172701 Step Size: -136067.5175 Smoothing Hyper-parameters: 0.068562 0.081377 0.100593 0.100761 0.103364 0.113947 0.094272 Expected Total MS Cnt: 13.154 Backgound Scale: 0.742521. ITERATION NUMBER 77. Current Log-Posterior: 225878 Step Size: 53176.77749 Smoothing Hyper-parameters: 0.062006 0.099694 0.050362 0.098641 0.125912 0.077109 0.074370 Expected Total MS Cnt: 14.2877 Backgound Scale: 0.728318. ITERATION NUMBER 78. Current Log-Posterior: 245743 Step Size: 19865.57478 Smoothing Hyper-parameters: 0.116807 0.106360 0.026774 0.146736 0.127632 0.111749 0.045773 Expected Total MS Cnt: 16.2735 Backgound Scale: 0.728476. ITERATION NUMBER 79. Current Log-Posterior: 166503 Step Size: -79240.24586 Smoothing Hyper-parameters: 0.043393 0.102587 0.135756 0.084335 0.082270 0.054797 0.152123 Expected Total MS Cnt: 14.172 Backgound Scale: 0.737931. ITERATION NUMBER 80. Current Log-Posterior: 315694 Step Size: 149191.2237 Smoothing Hyper-parameters: 0.109217 0.093786 0.111045 0.143714 0.025576 0.070366 0.115026 Expected Total MS Cnt: 14.8742 Backgound Scale: 0.731651. ITERATION NUMBER 81. Current Log-Posterior: 158056 Step Size: -157638.0713 Smoothing Hyper-parameters: 0.068429 0.102119 0.055016 0.111913 0.090979 0.051044 0.054230 Expected Total MS Cnt: 24.944 Backgound Scale: 0.724126. ITERATION NUMBER 82. Current Log-Posterior: 226632 Step Size: 68575.18009 Smoothing Hyper-parameters: 0.049576 0.055387 0.055468 0.074410 0.096927 0.106114 0.037161 Expected Total MS Cnt: 19.2864 Backgound Scale: 0.721705. ITERATION NUMBER 83. Current Log-Posterior: 325458 Step Size: 98826.30611 Smoothing Hyper-parameters: 0.116900 0.035524 0.057556 0.117510 0.122081 0.117284 0.060760 Expected Total MS Cnt: 8.70663 Backgound Scale: 0.720949. ITERATION NUMBER 84. Current Log-Posterior: 207380 Step Size: -118078.1243 Smoothing Hyper-parameters: 0.161541 0.054424 0.115576 0.160793 0.088843 0.065684 0.033671 Expected Total MS Cnt: 8.48165 Backgound Scale: 0.737243. ITERATION NUMBER 85. Current Log-Posterior: 145294 Step Size: -62085.62946 Smoothing Hyper-parameters: 0.066792 0.065945 0.140458 0.113205 0.008601 0.071015 0.041770 Expected Total MS Cnt: 10.6148 Backgound Scale: 0.735079. ITERATION NUMBER 86. Current Log-Posterior: 243096 Step Size: 97801.86456 Smoothing Hyper-parameters: 0.112490 0.073247 0.044553 0.075917 0.068490 0.128537 0.038112 Expected Total MS Cnt: 18.2596 Backgound Scale: 0.74505. ITERATION NUMBER 87. Current Log-Posterior: 172975 Step Size: -70121.24606 Smoothing Hyper-parameters: 0.061663 0.034589 0.163930 0.073398 0.100998 0.040108 0.112635 Expected Total MS Cnt: 21.4861 Backgound Scale: 0.740632. ITERATION NUMBER 88. Current Log-Posterior: 295621 Step Size: 122646.3123 Smoothing Hyper-parameters: 0.087986 0.083141 0.113937 0.103727 0.098996 0.054063 0.085518 Expected Total MS Cnt: 14.0051 Backgound Scale: 0.727069. ITERATION NUMBER 89. Current Log-Posterior: 188951 Step Size: -106669.8131 Smoothing Hyper-parameters: 0.087994 0.089386 0.106891 0.098930 0.097392 0.112987 0.129725 Expected Total MS Cnt: 16.0116 Backgound Scale: 0.733219. ITERATION NUMBER 90. Current Log-Posterior: 182671 Step Size: -6280.404174 Smoothing Hyper-parameters: 0.127225 0.023143 0.116303 0.113390 0.067150 0.058498 0.055496 Expected Total MS Cnt: 19.7622 Backgound Scale: 0.726029. ITERATION NUMBER 91. Current Log-Posterior: 234809 Step Size: 52138.05266 Smoothing Hyper-parameters: 0.076659 0.059018 0.118091 0.070130 0.095561 0.071261 0.100447 Expected Total MS Cnt: 20.5482 Backgound Scale: 0.730403. ITERATION NUMBER 92. Current Log-Posterior: 223587 Step Size: -11221.63629 Smoothing Hyper-parameters: 0.038242 0.107130 0.030025 0.104231 0.078385 0.115870 0.096640 Expected Total MS Cnt: 14.3364 Backgound Scale: 0.73131. ITERATION NUMBER 93. Current Log-Posterior: 379746 Step Size: 156158.3137 Smoothing Hyper-parameters: 0.119449 0.000880 0.097068 0.158768 0.092597 0.069227 0.126404 Expected Total MS Cnt: 21.0855 Backgound Scale: 0.733331. ITERATION NUMBER 94. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.110644 0.023911 0.097488 0.103699 0.023456 0.094999 0.069973 Expected Total MS Cnt: 17.6403 Backgound Scale: 0.724877. ITERATION NUMBER 95. Current Log-Posterior: 249612 Step Size: -inf Smoothing Hyper-parameters: 0.111061 0.089848 0.071753 0.099429 0.100700 0.104651 0.130665 Expected Total MS Cnt: 15.2371 Backgound Scale: 0.734305. ITERATION NUMBER 96. Current Log-Posterior: 160041 Step Size: -89571.63155 Smoothing Hyper-parameters: 0.019704 0.069366 0.076680 0.102677 0.062706 0.026393 0.083334 Expected Total MS Cnt: 22.2477 Backgound Scale: 0.727986. ITERATION NUMBER 97. Current Log-Posterior: 682426 Step Size: 522385.3889 Smoothing Hyper-parameters: 0.051983 0.110939 0.041659 0.058583 0.111870 0.086899 0.089638 Expected Total MS Cnt: 12.2732 Backgound Scale: 0.732906. ITERATION NUMBER 98. Current Log-Posterior: 286454 Step Size: -395972.0267 Smoothing Hyper-parameters: 0.051904 0.096937 0.111603 0.115734 0.132021 0.087490 0.022495 Expected Total MS Cnt: 10.3493 Backgound Scale: 0.733789. ITERATION NUMBER 99. Current Log-Posterior: 277717 Step Size: -8736.784511 Smoothing Hyper-parameters: 0.111521 0.092884 0.068322 0.118820 0.051791 0.092059 0.120164 Expected Total MS Cnt: 12.3824 Backgound Scale: 0.733257. ITERATION NUMBER 100. Current Log-Posterior: 157532 Step Size: -120185.4135 Smoothing Hyper-parameters: 0.016015 0.095527 0.134960 0.079590 0.074347 0.061193 0.085876 Expected Total MS Cnt: 17.6312 Backgound Scale: 0.73628. ITERATION NUMBER 101. Current Log-Posterior: 811776 Step Size: 654243.8953 Smoothing Hyper-parameters: 0.041334 0.079534 0.054866 0.080026 0.033647 0.096262 0.100518 Expected Total MS Cnt: 15.3453 Backgound Scale: 0.71723. ITERATION NUMBER 102. Current Log-Posterior: 350360 Step Size: -461415.7344 Smoothing Hyper-parameters: 0.070691 0.037214 0.113275 0.124120 0.179584 0.096371 0.153425 Expected Total MS Cnt: 23.0383 Backgound Scale: 0.737847. ITERATION NUMBER 103. Current Log-Posterior: 263696 Step Size: -86664.22662 Smoothing Hyper-parameters: 0.061842 0.054348 0.070822 0.090004 0.121935 0.073809 0.124002 Expected Total MS Cnt: 12.9421 Backgound Scale: 0.743218. ITERATION NUMBER 104. Current Log-Posterior: 268495 Step Size: 4799.170761 Smoothing Hyper-parameters: 0.007959 0.065305 0.008642 0.149204 0.125174 0.084839 0.080766 Expected Total MS Cnt: 8.7511 Backgound Scale: 0.73867. ITERATION NUMBER 105. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.001751 0.057981 0.024159 0.047962 0.102160 0.051977 0.065133 Expected Total MS Cnt: 7.12046 Backgound Scale: 0.730494. ITERATION NUMBER 106. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.034507 0.105736 0.052654 0.081305 0.059266 0.021365 0.075279 Expected Total MS Cnt: 10.1789 Backgound Scale: 0.734829. ITERATION NUMBER 107. Current Log-Posterior: 409358 Step Size: -inf Smoothing Hyper-parameters: 0.083610 0.121346 0.066327 0.088717 0.070128 0.071503 0.098264 Expected Total MS Cnt: 6.65839 Backgound Scale: 0.728801. ITERATION NUMBER 108. Current Log-Posterior: 188182 Step Size: -221175.312 Smoothing Hyper-parameters: 0.100534 0.031339 0.040384 0.100558 0.065069 0.099332 0.072490 Expected Total MS Cnt: 13.2674 Backgound Scale: 0.728571. ITERATION NUMBER 109. Current Log-Posterior: 244298 Step Size: 56115.5151 Smoothing Hyper-parameters: 0.054878 0.112742 0.111905 0.050296 0.069092 0.126317 0.033902 Expected Total MS Cnt: 11.3433 Backgound Scale: 0.730876. ITERATION NUMBER 110. Current Log-Posterior: 259426 Step Size: 15128.35075 Smoothing Hyper-parameters: 0.048796 0.160000 0.119060 0.061884 0.094383 0.125748 0.137609 Expected Total MS Cnt: 17.1861 Backgound Scale: 0.730304. ITERATION NUMBER 111. Current Log-Posterior: 280042 Step Size: 20615.75798 Smoothing Hyper-parameters: 0.083061 0.136330 0.123612 0.151707 0.065524 0.148034 0.066833 Expected Total MS Cnt: 14.2126 Backgound Scale: 0.724494. ITERATION NUMBER 112. Current Log-Posterior: 180187 Step Size: -99854.8449 Smoothing Hyper-parameters: 0.031448 0.064737 0.094229 0.038078 0.140435 0.090790 0.098514 Expected Total MS Cnt: 11.9705 Backgound Scale: 0.735519. ITERATION NUMBER 113. Current Log-Posterior: 445425 Step Size: 265238.0348 Smoothing Hyper-parameters: 0.024923 0.044726 0.091524 0.139665 0.145579 0.036247 0.080244 Expected Total MS Cnt: 16.8536 Backgound Scale: 0.717873. ITERATION NUMBER 114. Current Log-Posterior: 565919 Step Size: 120493.6592 Smoothing Hyper-parameters: 0.075833 0.073882 0.113143 0.076168 0.149854 0.107967 0.072599 Expected Total MS Cnt: 15.8351 Backgound Scale: 0.734658. ITERATION NUMBER 115. Current Log-Posterior: 211483 Step Size: -354436.3385 Smoothing Hyper-parameters: 0.048893 0.104589 0.153226 0.046597 0.101476 0.066589 0.070423 Expected Total MS Cnt: 21.4383 Backgound Scale: 0.727493. ITERATION NUMBER 116. Current Log-Posterior: 294522 Step Size: 83039.45143 Smoothing Hyper-parameters: 0.042682 0.069459 0.075538 0.115310 0.047155 0.084827 0.137546 Expected Total MS Cnt: 21.2431 Backgound Scale: 0.732398. ITERATION NUMBER 117. Current Log-Posterior: 343730 Step Size: 49207.67751 Smoothing Hyper-parameters: 0.050462 0.092223 0.081538 0.085115 0.030624 0.134781 0.122791 Expected Total MS Cnt: 17.3023 Backgound Scale: 0.734066. ITERATION NUMBER 118. Current Log-Posterior: 288825 Step Size: -54904.60209 Smoothing Hyper-parameters: 0.015986 0.130136 0.087123 0.084146 0.077897 0.117932 0.103001 Expected Total MS Cnt: 21.3787 Backgound Scale: 0.728163. ITERATION NUMBER 119. Current Log-Posterior: 795932 Step Size: 507106.5832 Smoothing Hyper-parameters: 0.062516 0.041124 0.103293 0.077721 0.033007 0.108045 0.036703 Expected Total MS Cnt: 19.0009 Backgound Scale: 0.722216. ITERATION NUMBER 120. Current Log-Posterior: 281142 Step Size: -514789.6089 Smoothing Hyper-parameters: 0.058001 0.113336 0.052551 0.087195 0.103871 0.086324 0.037479 Expected Total MS Cnt: 13.4361 Backgound Scale: 0.728307. ITERATION NUMBER 121. Current Log-Posterior: 254234 Step Size: -26908.15272 Smoothing Hyper-parameters: 0.031703 0.113539 0.117533 0.046721 0.113448 0.103950 0.077609 Expected Total MS Cnt: 21.1193 Backgound Scale: 0.718417. ITERATION NUMBER 122. Current Log-Posterior: 422256 Step Size: 168022.5995 Smoothing Hyper-parameters: 0.039132 0.055875 0.146094 0.076167 0.061204 0.071481 0.097778 Expected Total MS Cnt: 21.1178 Backgound Scale: 0.732294. ITERATION NUMBER 123. Current Log-Posterior: 372126 Step Size: -50130.63353 Smoothing Hyper-parameters: 0.033474 0.081704 0.134227 0.059424 0.068472 0.076578 0.170502 Expected Total MS Cnt: 15.7852 Backgound Scale: 0.721908. ITERATION NUMBER 124. Current Log-Posterior: 413737 Step Size: 41611.05534 Smoothing Hyper-parameters: 0.068423 0.063719 0.013622 0.070844 0.069642 0.105202 0.047046 Expected Total MS Cnt: 19.7148 Backgound Scale: 0.733777. ITERATION NUMBER 125. Current Log-Posterior: 289590 Step Size: -124146.8852 Smoothing Hyper-parameters: 0.064644 0.034866 0.070921 0.006069 0.065668 0.046435 0.123214 Expected Total MS Cnt: 16.4979 Backgound Scale: 0.731397. ITERATION NUMBER 126. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.092511 0.026139 0.059887 0.045105 0.059929 0.100679 0.080948 Expected Total MS Cnt: 19.4688 Backgound Scale: 0.731682. ITERATION NUMBER 127. Current Log-Posterior: 267535 Step Size: -inf Smoothing Hyper-parameters: 0.065552 0.083449 0.079940 0.087444 0.031442 0.095538 0.061883 Expected Total MS Cnt: 27.2621 Backgound Scale: 0.727913. ITERATION NUMBER 128. Current Log-Posterior: 236489 Step Size: -31045.37056 Smoothing Hyper-parameters: 0.121124 0.082477 0.058666 0.090446 0.149140 0.072424 0.083854 Expected Total MS Cnt: 29.2491 Backgound Scale: 0.729023. ITERATION NUMBER 129. Current Log-Posterior: 156578 Step Size: -79910.79049 Smoothing Hyper-parameters: 0.090982 0.102206 0.060585 0.104067 0.049576 0.025224 0.085187 Expected Total MS Cnt: 23.4574 Backgound Scale: 0.734196. ITERATION NUMBER 130. Current Log-Posterior: 183355 Step Size: 26776.45526 Smoothing Hyper-parameters: 0.085677 0.059042 0.135331 0.103468 0.103864 0.097027 0.064016 Expected Total MS Cnt: 29.6986 Backgound Scale: 0.731269. ITERATION NUMBER 131. Current Log-Posterior: 206998 Step Size: 23643.31958 Smoothing Hyper-parameters: 0.106428 0.097073 0.109999 0.029050 0.065460 0.040578 0.121932 Expected Total MS Cnt: 28.7774 Backgound Scale: 0.735702. ITERATION NUMBER 132. Current Log-Posterior: 163947 Step Size: -43051.54268 Smoothing Hyper-parameters: 0.053035 0.044286 0.054004 0.129495 0.113029 0.117868 0.148270 Expected Total MS Cnt: 16.1755 Backgound Scale: 0.729186. ITERATION NUMBER 133. Current Log-Posterior: 319349 Step Size: 155402.3366 Smoothing Hyper-parameters: 0.047706 0.035579 0.067280 0.067349 0.109072 0.133985 0.079927 Expected Total MS Cnt: 34.3736 Backgound Scale: 0.726451. ITERATION NUMBER 134. Current Log-Posterior: 358562 Step Size: 39212.51281 Smoothing Hyper-parameters: 0.025862 0.111898 0.122733 0.132760 0.083288 0.103621 0.102855 Expected Total MS Cnt: 28.8863 Backgound Scale: 0.720281. ITERATION NUMBER 135. Current Log-Posterior: 516741 Step Size: 158179.5124 Smoothing Hyper-parameters: 0.033999 0.098088 0.054455 0.057646 0.088315 0.073526 0.145753 Expected Total MS Cnt: 25.7139 Backgound Scale: 0.728801. ITERATION NUMBER 136. Current Log-Posterior: 405935 Step Size: -110806.4528 Smoothing Hyper-parameters: 0.078365 0.038408 0.073469 0.170393 0.034612 0.090340 0.066647 Expected Total MS Cnt: 28.36 Backgound Scale: 0.721683. ITERATION NUMBER 137. Current Log-Posterior: 249060 Step Size: -156874.4839 Smoothing Hyper-parameters: 0.068732 0.071037 0.092417 0.148630 0.097504 0.108311 0.019911 Expected Total MS Cnt: 27.4993 Backgound Scale: 0.741838. ITERATION NUMBER 138. Current Log-Posterior: 233194 Step Size: -15865.76273 Smoothing Hyper-parameters: 0.072278 0.099457 0.050918 0.012668 0.114527 0.101334 0.081509 Expected Total MS Cnt: 17.6898 Backgound Scale: 0.723168. ITERATION NUMBER 139. Current Log-Posterior: 233238 Step Size: 43.26146382 Smoothing Hyper-parameters: 0.089777 0.065753 0.077006 0.092122 0.133735 0.120753 0.052336 Expected Total MS Cnt: 20.9674 Backgound Scale: 0.721082. ITERATION NUMBER 140. Current Log-Posterior: 196277 Step Size: -36961.07973 Smoothing Hyper-parameters: 0.106447 0.101344 0.104253 0.087014 0.091938 0.150165 0.118943 Expected Total MS Cnt: 17.4138 Backgound Scale: 0.727446. ITERATION NUMBER 141. Current Log-Posterior: 158085 Step Size: -38191.52543 Smoothing Hyper-parameters: 0.051864 0.080230 0.059833 0.048968 0.102034 0.126720 0.071511 Expected Total MS Cnt: 18.7331 Backgound Scale: 0.725305. ITERATION NUMBER 142. Current Log-Posterior: 291063 Step Size: 132977.7027 Smoothing Hyper-parameters: 0.066208 0.072529 0.061346 0.102657 0.135847 0.063040 0.112912 Expected Total MS Cnt: 10.9877 Backgound Scale: 0.730551. ITERATION NUMBER 143. Current Log-Posterior: 238536 Step Size: -52526.3709 Smoothing Hyper-parameters: 0.047454 0.028629 0.058657 0.087205 0.061508 0.080722 0.106741 Expected Total MS Cnt: 14.4167 Backgound Scale: 0.734447. ITERATION NUMBER 144. Current Log-Posterior: 381130 Step Size: 142593.3929 Smoothing Hyper-parameters: 0.051435 0.118741 0.113044 0.054915 0.050928 0.049491 0.071301 Expected Total MS Cnt: 20.2033 Backgound Scale: 0.73548. ITERATION NUMBER 145. Current Log-Posterior: 277737 Step Size: -103393.048 Smoothing Hyper-parameters: 0.077834 0.076378 0.153797 0.048946 0.095687 0.122868 0.093097 Expected Total MS Cnt: 16.2159 Backgound Scale: 0.726126. ITERATION NUMBER 146. Current Log-Posterior: 207482 Step Size: -70254.36097 Smoothing Hyper-parameters: 0.145690 0.096523 0.097932 0.046639 0.082770 0.070080 0.078992 Expected Total MS Cnt: 15.1147 Backgound Scale: 0.723967. ITERATION NUMBER 147. Current Log-Posterior: 133307 Step Size: -74175.04052 Smoothing Hyper-parameters: 0.138218 0.060931 0.105651 0.044686 0.121702 0.082852 0.148922 Expected Total MS Cnt: 15.0887 Backgound Scale: 0.728148. ITERATION NUMBER 148. Current Log-Posterior: 153822 Step Size: 20514.70109 Smoothing Hyper-parameters: 0.062730 0.069297 0.026425 0.040643 0.053415 0.096358 0.095624 Expected Total MS Cnt: 18.604 Backgound Scale: 0.734449. ITERATION NUMBER 149. Current Log-Posterior: 275833 Step Size: 122011.2807 Smoothing Hyper-parameters: 0.005095 0.085645 0.087815 0.101539 0.027789 0.064847 0.086323 Expected Total MS Cnt: 7.61995 Backgound Scale: 0.728362. ITERATION NUMBER 150. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.139616 0.044882 0.021662 0.048517 0.106456 0.114013 0.061424 Expected Total MS Cnt: 15.9618 Backgound Scale: 0.733185. ITERATION NUMBER 151. Current Log-Posterior: 199258 Step Size: -inf Smoothing Hyper-parameters: 0.077800 0.036314 0.118283 0.025879 0.067219 0.092702 0.098288 Expected Total MS Cnt: 10.8785 Backgound Scale: 0.716426. ITERATION NUMBER 152. Current Log-Posterior: 255212 Step Size: 55953.67556 Smoothing Hyper-parameters: 0.116381 0.079428 0.076251 0.026620 0.040876 0.063643 0.025208 Expected Total MS Cnt: 6.00642 Backgound Scale: 0.743742. ITERATION NUMBER 153. Current Log-Posterior: 163534 Step Size: -91678.24558 Smoothing Hyper-parameters: 0.099152 0.045325 0.052489 0.034682 0.094162 0.084096 0.078235 Expected Total MS Cnt: 2.28506 Backgound Scale: 0.728604. ITERATION NUMBER 154. Current Log-Posterior: 215301 Step Size: 51767.00409 Smoothing Hyper-parameters: 0.057529 0.055693 0.032374 0.088421 0.090973 0.025849 0.031097 Expected Total MS Cnt: 6.26843 Backgound Scale: 0.730066. ITERATION NUMBER 155. Current Log-Posterior: 297172 Step Size: 81870.99639 Smoothing Hyper-parameters: 0.059216 0.040501 0.089000 0.044440 0.059282 0.066956 0.025213 Expected Total MS Cnt: 3.20413 Backgound Scale: 0.733517. ITERATION NUMBER 156. Current Log-Posterior: 296090 Step Size: -1081.532525 Smoothing Hyper-parameters: 0.054388 0.035648 0.035335 0.043434 0.054816 0.161250 0.099489 Expected Total MS Cnt: 8.29116 Backgound Scale: 0.723902. ITERATION NUMBER 157. Current Log-Posterior: 336531 Step Size: 40440.507 Smoothing Hyper-parameters: 0.090526 0.095920 0.106939 0.128331 0.074408 0.076174 0.041962 Expected Total MS Cnt: 5.83064 Backgound Scale: 0.732636. ITERATION NUMBER 158. Current Log-Posterior: 178096 Step Size: -158434.5479 Smoothing Hyper-parameters: 0.053759 0.092155 0.054724 0.055129 0.099550 0.082664 0.032305 Expected Total MS Cnt: 4.70846 Backgound Scale: 0.735668. ITERATION NUMBER 159. Current Log-Posterior: 282306 Step Size: 104210.368 Smoothing Hyper-parameters: 0.053658 0.048209 0.020947 0.071258 0.013269 0.059604 0.096136 Expected Total MS Cnt: 3.94113 Backgound Scale: 0.734013. ITERATION NUMBER 160. Current Log-Posterior: 335653 Step Size: 53346.98332 Smoothing Hyper-parameters: 0.052359 0.076978 0.022484 0.004488 0.081797 0.007160 0.051424 Expected Total MS Cnt: 7.85497 Backgound Scale: 0.735839. ITERATION NUMBER 161. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.010671 0.087882 0.053797 0.060385 0.132426 0.078380 0.028526 Expected Total MS Cnt: 6.43252 Backgound Scale: 0.727701. ITERATION NUMBER 162. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.044867 0.121281 0.063426 0.094423 0.029513 0.097709 0.037409 Expected Total MS Cnt: 3.28142 Backgound Scale: 0.726523. ITERATION NUMBER 163. Current Log-Posterior: 317284 Step Size: -inf Smoothing Hyper-parameters: 0.145670 0.110893 0.102774 0.052180 0.073818 0.064572 0.136252 Expected Total MS Cnt: 2.9483 Backgound Scale: 0.74013. ITERATION NUMBER 164. Current Log-Posterior: 125456 Step Size: -191827.6463 Smoothing Hyper-parameters: 0.122044 0.019886 0.069820 0.066099 0.070053 0.044034 0.053467 Expected Total MS Cnt: 1.21264 Backgound Scale: 0.728549. ITERATION NUMBER 165. Current Log-Posterior: 271430 Step Size: 145974.2315 Smoothing Hyper-parameters: 0.045303 0.051577 0.034052 0.084234 0.117223 0.039615 0.065451 Expected Total MS Cnt: 3.42165 Backgound Scale: 0.733665. ITERATION NUMBER 166. Current Log-Posterior: 355530 Step Size: 84099.6531 Smoothing Hyper-parameters: 0.106232 0.097419 0.040682 0.127373 0.080682 0.114624 0.046019 Expected Total MS Cnt: 7.3598 Backgound Scale: 0.73132. ITERATION NUMBER 167. Current Log-Posterior: 171224 Step Size: -184306.2146 Smoothing Hyper-parameters: 0.032464 0.065780 0.111947 0.043019 0.073087 0.077205 0.115615 Expected Total MS Cnt: 8.65636 Backgound Scale: 0.71816. ITERATION NUMBER 168. Current Log-Posterior: 433198 Step Size: 261973.8191 Smoothing Hyper-parameters: 0.032047 0.040428 0.134698 0.023490 0.098593 0.045089 0.013395 Expected Total MS Cnt: 4.43713 Backgound Scale: 0.729958. ITERATION NUMBER 169. Current Log-Posterior: 471953 Step Size: 38754.88383 Smoothing Hyper-parameters: 0.053820 0.090338 0.043849 0.013536 0.032268 0.088337 0.086133 Expected Total MS Cnt: 5.62227 Backgound Scale: 0.723962. ITERATION NUMBER 170. Current Log-Posterior: 294090 Step Size: -177862.1985 Smoothing Hyper-parameters: 0.058329 0.062642 0.067674 0.061478 0.035496 0.051681 0.051910 Expected Total MS Cnt: 3.32439 Backgound Scale: 0.729635. ITERATION NUMBER 171. Current Log-Posterior: 277395 Step Size: -16694.95624 Smoothing Hyper-parameters: 0.112564 0.065385 0.106942 0.111719 0.072125 0.156170 0.150804 Expected Total MS Cnt: 2.84466 Backgound Scale: 0.722332. ITERATION NUMBER 172. Current Log-Posterior: 167649 Step Size: -109746.7362 Smoothing Hyper-parameters: 0.024233 0.048804 0.066580 0.026370 0.009691 0.068749 0.071102 Expected Total MS Cnt: 9.20639 Backgound Scale: 0.744107. ITERATION NUMBER 173. Current Log-Posterior: 590967 Step Size: 423318.2636 Smoothing Hyper-parameters: 0.020802 0.085514 0.037056 0.076747 0.034789 0.065648 0.054878 Expected Total MS Cnt: 19.5165 Backgound Scale: 0.722581. ITERATION NUMBER 174. Current Log-Posterior: 645786 Step Size: 54819.19571 Smoothing Hyper-parameters: 0.061403 0.042932 0.037348 0.044390 0.042600 0.037534 0.076605 Expected Total MS Cnt: 18.0575 Backgound Scale: 0.728302. ITERATION NUMBER 175. Current Log-Posterior: 296009 Step Size: -349777.4014 Smoothing Hyper-parameters: 0.050470 0.102449 0.100140 0.080947 0.038353 0.112898 0.078233 Expected Total MS Cnt: 15.3367 Backgound Scale: 0.734995. ITERATION NUMBER 176. Current Log-Posterior: 283805 Step Size: -12204.16804 Smoothing Hyper-parameters: 0.075675 0.069412 0.089437 0.042069 0.108639 0.089030 0.140696 Expected Total MS Cnt: 14.8859 Backgound Scale: 0.729686. ITERATION NUMBER 177. Current Log-Posterior: 219912 Step Size: -63892.13108 Smoothing Hyper-parameters: 0.037757 0.124473 0.019810 0.064215 0.086133 0.039802 0.128735 Expected Total MS Cnt: 14.107 Backgound Scale: 0.726037. ITERATION NUMBER 178. Current Log-Posterior: 394495 Step Size: 174582.3571 Smoothing Hyper-parameters: 0.053962 0.087137 0.088238 0.108306 0.100294 0.081274 0.181992 Expected Total MS Cnt: 16.0463 Backgound Scale: 0.732877. ITERATION NUMBER 179. Current Log-Posterior: 274010 Step Size: -120484.7755 Smoothing Hyper-parameters: 0.084963 0.087137 0.100474 0.107181 0.061745 0.063468 0.050749 Expected Total MS Cnt: 20.4507 Backgound Scale: 0.728809. ITERATION NUMBER 180. Current Log-Posterior: 192539 Step Size: -81471.36092 Smoothing Hyper-parameters: 0.043171 0.077532 0.044705 0.059997 0.087667 0.033617 0.140333 Expected Total MS Cnt: 14.0485 Backgound Scale: 0.721434. ITERATION NUMBER 181. Current Log-Posterior: 347069 Step Size: 154530.6343 Smoothing Hyper-parameters: 0.032860 0.066004 0.048195 0.072433 0.113304 0.069287 0.086965 Expected Total MS Cnt: 17.6412 Backgound Scale: 0.734328. ITERATION NUMBER 182. Current Log-Posterior: 433054 Step Size: 85985.13233 Smoothing Hyper-parameters: 0.035412 0.135757 0.085680 0.096072 0.110802 0.076935 0.070968 Expected Total MS Cnt: 11.1824 Backgound Scale: 0.729667. ITERATION NUMBER 183. Current Log-Posterior: 378383 Step Size: -54671.24413 Smoothing Hyper-parameters: 0.059720 0.138298 0.124195 0.124474 0.067497 0.093715 0.032430 Expected Total MS Cnt: 23.6488 Backgound Scale: 0.730118. ITERATION NUMBER 184. Current Log-Posterior: 236718 Step Size: -141665.3364 Smoothing Hyper-parameters: 0.114523 0.121335 0.026775 0.038338 0.095762 0.121939 0.065548 Expected Total MS Cnt: 17.5939 Backgound Scale: 0.725298. ITERATION NUMBER 185. Current Log-Posterior: 168855 Step Size: -67863.25663 Smoothing Hyper-parameters: 0.064223 0.074727 0.073526 0.057510 0.072800 0.085738 0.064677 Expected Total MS Cnt: 15.2176 Backgound Scale: 0.722986. ITERATION NUMBER 186. Current Log-Posterior: 246863 Step Size: 78008.47544 Smoothing Hyper-parameters: 0.068595 0.049635 0.040929 0.086395 0.044541 0.057740 0.187102 Expected Total MS Cnt: 13.0618 Backgound Scale: 0.733016. ITERATION NUMBER 187. Current Log-Posterior: 262046 Step Size: 15182.48264 Smoothing Hyper-parameters: 0.074317 0.081199 0.081874 0.081990 0.081064 0.056801 0.143238 Expected Total MS Cnt: 9.45765 Backgound Scale: 0.719892. ITERATION NUMBER 188. Current Log-Posterior: 212436 Step Size: -49609.3804 Smoothing Hyper-parameters: 0.069897 0.054346 0.111750 0.101663 0.079149 0.105465 0.060972 Expected Total MS Cnt: 8.75874 Backgound Scale: 0.716665. ITERATION NUMBER 189. Current Log-Posterior: 239855 Step Size: 27419.07895 Smoothing Hyper-parameters: 0.137264 0.091517 0.038145 0.070436 0.049031 0.058753 0.098934 Expected Total MS Cnt: 7.10916 Backgound Scale: 0.728927. ITERATION NUMBER 190. Current Log-Posterior: 150959 Step Size: -88896.45842 Smoothing Hyper-parameters: 0.051159 0.126698 0.065947 0.065702 0.046675 0.107230 0.070701 Expected Total MS Cnt: 8.70431 Backgound Scale: 0.735122. ITERATION NUMBER 191. Current Log-Posterior: 283397 Step Size: 132438.5233 Smoothing Hyper-parameters: 0.037205 0.080258 0.068950 0.007936 0.090163 0.100020 0.179511 Expected Total MS Cnt: 12.9549 Backgound Scale: 0.725519. ITERATION NUMBER 192. Current Log-Posterior: 408197 Step Size: 124800.0523 Smoothing Hyper-parameters: 0.078615 0.100429 0.047338 0.065738 0.088352 0.058923 0.042905 Expected Total MS Cnt: 7.30024 Backgound Scale: 0.73233. ITERATION NUMBER 193. Current Log-Posterior: 208906 Step Size: -199291.0999 Smoothing Hyper-parameters: 0.059820 0.078336 0.073117 0.098542 0.100743 0.075751 0.140198 Expected Total MS Cnt: 8.64007 Backgound Scale: 0.727944. ITERATION NUMBER 194. Current Log-Posterior: 258850 Step Size: 49943.78582 Smoothing Hyper-parameters: 0.054551 0.078620 0.032336 0.099813 0.078523 0.030751 0.117429 Expected Total MS Cnt: 16.4356 Backgound Scale: 0.721812. ITERATION NUMBER 195. Current Log-Posterior: 289591 Step Size: 30740.78406 Smoothing Hyper-parameters: 0.139110 0.083554 0.033720 0.035227 0.082231 0.164544 0.053027 Expected Total MS Cnt: 7.19449 Backgound Scale: 0.730927. ITERATION NUMBER 196. Current Log-Posterior: 157133 Step Size: -132457.7329 Smoothing Hyper-parameters: 0.120307 0.030053 0.111641 0.112756 0.081898 0.024160 0.054115 Expected Total MS Cnt: 4.52395 Backgound Scale: 0.726212. ITERATION NUMBER 197. Current Log-Posterior: 212371 Step Size: 55237.63065 Smoothing Hyper-parameters: 0.051414 0.099505 0.026592 0.053829 0.092362 0.076469 0.055542 Expected Total MS Cnt: 3.76047 Backgound Scale: 0.725216. ITERATION NUMBER 198. Current Log-Posterior: 298986 Step Size: 86615.17305 Smoothing Hyper-parameters: 0.059546 0.022877 0.117236 0.087949 0.092362 0.128142 0.098623 Expected Total MS Cnt: 6.39827 Backgound Scale: 0.72026. ITERATION NUMBER 199. Current Log-Posterior: 347574 Step Size: 48588.1929 Smoothing Hyper-parameters: 0.012590 0.043882 0.026463 0.028669 0.111209 0.099375 0.054852 Expected Total MS Cnt: 8.04675 Backgound Scale: 0.737. ITERATION NUMBER 200. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.064324 0.036993 0.037221 0.018934 0.052441 0.122423 0.080362 Expected Total MS Cnt: 7.51037 Backgound Scale: 0.729422. ITERATION NUMBER 201. Current Log-Posterior: 304418 Step Size: -inf Smoothing Hyper-parameters: 0.099465 0.078055 0.097350 0.090318 0.088039 0.037563 0.064470 Expected Total MS Cnt: 6.03995 Backgound Scale: 0.732592. ITERATION NUMBER 202. Current Log-Posterior: 175363 Step Size: -129055.2177 Smoothing Hyper-parameters: 0.069220 0.116384 0.119820 0.075498 0.114294 0.080999 0.073630 Expected Total MS Cnt: 5.66641 Backgound Scale: 0.731001. ITERATION NUMBER 203. Current Log-Posterior: 214777 Step Size: 39414.49801 Smoothing Hyper-parameters: 0.077704 0.064016 0.044788 0.054920 0.100919 0.075025 0.019952 Expected Total MS Cnt: 5.22158 Backgound Scale: 0.730369. ITERATION NUMBER 204. Current Log-Posterior: 227229 Step Size: 12451.34601 Smoothing Hyper-parameters: 0.085019 0.011014 0.070001 0.097824 0.056255 0.100793 0.095437 Expected Total MS Cnt: 11.0573 Backgound Scale: 0.726983. ITERATION NUMBER 205. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.109366 0.058543 0.137872 0.120489 0.090498 0.082992 0.032159 Expected Total MS Cnt: 7.11173 Backgound Scale: 0.734661. ITERATION NUMBER 206. Current Log-Posterior: 173527 Step Size: -inf Smoothing Hyper-parameters: 0.098853 0.091965 0.067162 0.031091 0.125946 0.055900 0.075188 Expected Total MS Cnt: 12.7617 Backgound Scale: 0.734332. ITERATION NUMBER 207. Current Log-Posterior: 175660 Step Size: 2132.999175 Smoothing Hyper-parameters: 0.074693 0.086108 0.093198 0.053789 0.101335 0.007208 0.123918 Expected Total MS Cnt: 7.05124 Backgound Scale: 0.728903. ITERATION NUMBER 208. Current Log-Posterior: 215852 Step Size: 40192.50792 Smoothing Hyper-parameters: 0.049372 0.123252 0.098527 0.045325 0.058830 0.049999 0.036207 Expected Total MS Cnt: 8.19711 Backgound Scale: 0.730862. ITERATION NUMBER 209. Current Log-Posterior: 289194 Step Size: 73341.15987 Smoothing Hyper-parameters: 0.075534 0.150433 0.127149 0.108783 0.029583 0.059653 0.086903 Expected Total MS Cnt: 13.784 Backgound Scale: 0.725137. ITERATION NUMBER 210. Current Log-Posterior: 193179 Step Size: -96014.71642 Smoothing Hyper-parameters: 0.092464 0.140328 0.132410 0.135612 0.081234 0.024705 0.072146 Expected Total MS Cnt: 3.70781 Backgound Scale: 0.750606. ITERATION NUMBER 211. Current Log-Posterior: 163128 Step Size: -30051.24127 Smoothing Hyper-parameters: 0.080584 0.077340 0.096550 0.072624 0.034035 0.079809 0.095158 Expected Total MS Cnt: 5.64609 Backgound Scale: 0.72217. ITERATION NUMBER 212. Current Log-Posterior: 206938 Step Size: 43810.56972 Smoothing Hyper-parameters: 0.099400 0.066515 0.032180 0.073259 0.146677 0.072209 0.094555 Expected Total MS Cnt: 10.5798 Backgound Scale: 0.728582. ITERATION NUMBER 213. Current Log-Posterior: 198613 Step Size: -8325.19071 Smoothing Hyper-parameters: 0.025485 0.043924 0.123152 0.060979 0.061058 0.095091 0.092531 Expected Total MS Cnt: 11.4004 Backgound Scale: 0.726979. ITERATION NUMBER 214. Current Log-Posterior: 559701 Step Size: 361088.0797 Smoothing Hyper-parameters: 0.083158 0.016076 0.065796 0.048155 0.098280 0.131425 0.091213 Expected Total MS Cnt: 10.8774 Backgound Scale: 0.742753. ITERATION NUMBER 215. Current Log-Posterior: 353339 Step Size: -206362.3475 Smoothing Hyper-parameters: 0.031360 0.099451 0.058661 0.049001 0.146199 0.046220 0.068118 Expected Total MS Cnt: 9.12737 Backgound Scale: 0.728313. ITERATION NUMBER 216. Current Log-Posterior: 438224 Step Size: 84885.45112 Smoothing Hyper-parameters: 0.127973 0.090338 0.053535 0.106315 0.098681 0.046002 0.095106 Expected Total MS Cnt: 11.8398 Backgound Scale: 0.731058. ITERATION NUMBER 217. Current Log-Posterior: 147438 Step Size: -290786.5377 Smoothing Hyper-parameters: 0.055508 0.038957 0.069333 0.060117 0.039212 0.090780 0.106809 Expected Total MS Cnt: 7.68741 Backgound Scale: 0.73364. ITERATION NUMBER 218. Current Log-Posterior: 312289 Step Size: 164851.7662 Smoothing Hyper-parameters: 0.016034 0.070726 0.076526 0.134671 0.069167 0.147019 0.087019 Expected Total MS Cnt: 12.0805 Backgound Scale: 0.733186. ITERATION NUMBER 219. Current Log-Posterior: 815460 Step Size: 503170.6694 Smoothing Hyper-parameters: 0.118698 0.069568 0.131496 0.124632 0.075541 0.040399 0.122950 Expected Total MS Cnt: 5.14901 Backgound Scale: 0.735117. ITERATION NUMBER 220. Current Log-Posterior: 157479 Step Size: -657980.6953 Smoothing Hyper-parameters: 0.035705 0.062133 0.095936 0.023284 0.099732 0.142287 0.044423 Expected Total MS Cnt: 5.5677 Backgound Scale: 0.732396. ITERATION NUMBER 221. Current Log-Posterior: 409563 Step Size: 252083.6136 Smoothing Hyper-parameters: 0.074911 0.115986 0.145873 0.110376 0.075816 0.069312 0.084840 Expected Total MS Cnt: 9.24161 Backgound Scale: 0.739882. ITERATION NUMBER 222. Current Log-Posterior: 198645 Step Size: -210917.9185 Smoothing Hyper-parameters: 0.111455 0.149157 0.118893 0.171238 0.148171 0.094869 0.060855 Expected Total MS Cnt: 6.68646 Backgound Scale: 0.733471. ITERATION NUMBER 223. Current Log-Posterior: 142247 Step Size: -56398.46114 Smoothing Hyper-parameters: 0.037706 0.098380 0.099284 0.088344 0.067114 0.081902 0.097424 Expected Total MS Cnt: 10.6251 Backgound Scale: 0.726897. ITERATION NUMBER 224. Current Log-Posterior: 363596 Step Size: 221348.9341 Smoothing Hyper-parameters: 0.046719 0.052702 0.033160 0.077569 0.064837 0.083325 0.072711 Expected Total MS Cnt: 6.21241 Backgound Scale: 0.735924. ITERATION NUMBER 225. Current Log-Posterior: 347239 Step Size: -16356.36364 Smoothing Hyper-parameters: 0.065962 0.107372 0.061857 0.082177 0.080926 0.089520 0.124088 Expected Total MS Cnt: 7.71224 Backgound Scale: 0.729319. ITERATION NUMBER 226. Current Log-Posterior: 228095 Step Size: -119144.5946 Smoothing Hyper-parameters: 0.058491 0.140266 0.089600 0.080412 0.052438 0.090666 0.104028 Expected Total MS Cnt: 6.49583 Backgound Scale: 0.730654. ITERATION NUMBER 227. Current Log-Posterior: 243093 Step Size: 14998.34023 Smoothing Hyper-parameters: 0.115542 0.095851 0.103889 0.071110 0.060217 0.022853 0.082258 Expected Total MS Cnt: 3.34461 Backgound Scale: 0.733726. ITERATION NUMBER 228. Current Log-Posterior: 150350 Step Size: -92742.70127 Smoothing Hyper-parameters: 0.063584 0.008723 0.088889 0.147186 0.074638 0.008583 0.037439 Expected Total MS Cnt: 3.51155 Backgound Scale: 0.731019. ITERATION NUMBER 229. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.050587 0.071132 0.098127 0.103659 0.063699 0.080733 0.077613 Expected Total MS Cnt: 4.91995 Backgound Scale: 0.737104. ITERATION NUMBER 230. Current Log-Posterior: 296747 Step Size: -inf Smoothing Hyper-parameters: 0.073565 0.012075 0.080681 0.141098 0.083853 0.108986 0.034352 Expected Total MS Cnt: 5.06848 Backgound Scale: 0.731147. ITERATION NUMBER 231. Current Log-Posterior: 430649 Step Size: 133901.4766 Smoothing Hyper-parameters: 0.060271 0.027082 0.078021 0.106324 0.129636 0.082945 0.143955 Expected Total MS Cnt: 4.4844 Backgound Scale: 0.730138. ITERATION NUMBER 232. Current Log-Posterior: 328401 Step Size: -102248.12 Smoothing Hyper-parameters: 0.050204 0.138791 0.098635 0.098449 0.041503 0.143492 0.091350 Expected Total MS Cnt: 2.51608 Backgound Scale: 0.732414. ITERATION NUMBER 233. Current Log-Posterior: 275303 Step Size: -53097.97103 Smoothing Hyper-parameters: 0.077637 0.078746 0.129493 0.105121 0.072978 0.052438 0.057156 Expected Total MS Cnt: 1.74473 Backgound Scale: 0.724732. ITERATION NUMBER 234. Current Log-Posterior: 207442 Step Size: -67860.28095 Smoothing Hyper-parameters: 0.112356 0.125263 0.060086 0.116575 0.078139 0.067962 0.104784 Expected Total MS Cnt: 4.77474 Backgound Scale: 0.739574. ITERATION NUMBER 235. Current Log-Posterior: 149877 Step Size: -57565.47679 Smoothing Hyper-parameters: 0.135392 0.012547 0.125733 0.112995 0.062275 0.059740 0.091341 Expected Total MS Cnt: 2.98341 Backgound Scale: 0.73021. ITERATION NUMBER 236. Current Log-Posterior: 341619 Step Size: 191742.0631 Smoothing Hyper-parameters: 0.041795 0.089760 0.099086 0.096922 0.103872 0.031341 0.045756 Expected Total MS Cnt: 10.0023 Backgound Scale: 0.742318. ITERATION NUMBER 237. Current Log-Posterior: 337797 Step Size: -3822.409739 Smoothing Hyper-parameters: 0.099748 0.044991 0.146460 0.094766 0.072279 0.110107 0.043150 Expected Total MS Cnt: 7.5064 Backgound Scale: 0.721389. ITERATION NUMBER 238. Current Log-Posterior: 200459 Step Size: -137337.6598 Smoothing Hyper-parameters: 0.114875 0.055024 0.089855 0.107433 0.027441 0.017212 0.013193 Expected Total MS Cnt: 10.0756 Backgound Scale: 0.726722. ITERATION NUMBER 239. Current Log-Posterior: 176458 Step Size: -24001.46788 Smoothing Hyper-parameters: 0.038425 0.131712 0.035110 0.074955 0.052134 0.084341 0.079297 Expected Total MS Cnt: 9.57754 Backgound Scale: 0.724812. ITERATION NUMBER 240. Current Log-Posterior: 367951 Step Size: 191493.6029 Smoothing Hyper-parameters: 0.050829 0.018121 0.050719 0.087710 0.035591 0.106647 0.116414 Expected Total MS Cnt: 10.5743 Backgound Scale: 0.725716. ITERATION NUMBER 241. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.060467 0.053847 0.047212 0.085597 0.056653 0.077207 0.135673 Expected Total MS Cnt: 7.988 Backgound Scale: 0.722805. ITERATION NUMBER 242. Current Log-Posterior: 278856 Step Size: -inf Smoothing Hyper-parameters: 0.095992 0.069652 0.149439 0.031618 0.082662 0.124614 0.099207 Expected Total MS Cnt: 7.76666 Backgound Scale: 0.738186. ITERATION NUMBER 243. Current Log-Posterior: 183091 Step Size: -95764.82878 Smoothing Hyper-parameters: 0.085002 0.090796 0.055565 0.094104 0.015384 0.071546 0.061186 Expected Total MS Cnt: 9.6506 Backgound Scale: 0.73181. ITERATION NUMBER 244. Current Log-Posterior: 199071 Step Size: 15979.43333 Smoothing Hyper-parameters: 0.087685 0.060062 0.110965 0.100001 0.062528 0.032986 0.108611 Expected Total MS Cnt: 8.89389 Backgound Scale: 0.735816. ITERATION NUMBER 245. Current Log-Posterior: 200300 Step Size: 1229.008316 Smoothing Hyper-parameters: 0.084539 0.058046 0.080079 0.145039 0.043021 0.138579 0.076368 Expected Total MS Cnt: 3.16805 Backgound Scale: 0.734002. ITERATION NUMBER 246. Current Log-Posterior: 212099 Step Size: 11799.0775 Smoothing Hyper-parameters: 0.040593 0.120924 0.059911 0.130034 0.009688 0.123872 0.076368 Expected Total MS Cnt: 4.29646 Backgound Scale: 0.726149. ITERATION NUMBER 247. Current Log-Posterior: 346997 Step Size: 134898.6578 Smoothing Hyper-parameters: 0.052630 0.067813 0.102516 0.054152 0.072731 0.097515 0.098292 Expected Total MS Cnt: 4.72985 Backgound Scale: 0.712182. ITERATION NUMBER 248. Current Log-Posterior: 291630 Step Size: -55367.01705 Smoothing Hyper-parameters: 0.108757 0.123512 0.116478 0.040248 0.072731 0.094679 0.108071 Expected Total MS Cnt: 6.98139 Backgound Scale: 0.735935. ITERATION NUMBER 249. Current Log-Posterior: 151750 Step Size: -139880.7416 Smoothing Hyper-parameters: 0.060220 0.040514 0.041930 0.081160 0.093663 0.055476 0.105862 Expected Total MS Cnt: 4.88813 Backgound Scale: 0.736847. ITERATION NUMBER 250. Current Log-Posterior: 299167 Step Size: 147417.0593 Smoothing Hyper-parameters: 0.052167 0.115226 0.031484 0.048113 0.069680 0.019612 0.092418 Expected Total MS Cnt: 5.72444 Backgound Scale: 0.733956. ITERATION NUMBER 251. Current Log-Posterior: 290680 Step Size: -8486.222488 Smoothing Hyper-parameters: 0.074780 0.039636 0.131194 0.100924 0.065455 0.066150 0.028139 Expected Total MS Cnt: 5.45392 Backgound Scale: 0.73594. ITERATION NUMBER 252. Current Log-Posterior: 251340 Step Size: -39339.89893 Smoothing Hyper-parameters: 0.065998 0.100643 0.114122 0.104225 0.099064 0.063873 0.081601 Expected Total MS Cnt: 4.10627 Backgound Scale: 0.727235. ITERATION NUMBER 253. Current Log-Posterior: 226884 Step Size: -24456.40988 Smoothing Hyper-parameters: 0.059548 0.097868 0.057122 0.048782 0.021701 0.046166 0.073346 Expected Total MS Cnt: 1.76721 Backgound Scale: 0.718714. ITERATION NUMBER 254. Current Log-Posterior: 259001 Step Size: 32116.51285 Smoothing Hyper-parameters: 0.107813 0.061878 0.040424 0.123539 0.073683 0.064582 0.051160 Expected Total MS Cnt: 3.1407 Backgound Scale: 0.722071. ITERATION NUMBER 255. Current Log-Posterior: 184101 Step Size: -74899.47055 Smoothing Hyper-parameters: 0.106031 0.075015 0.077735 0.095098 0.098591 0.079453 0.112603 Expected Total MS Cnt: 1.7456 Backgound Scale: 0.726243. ITERATION NUMBER 256. Current Log-Posterior: 172674 Step Size: -11427.07607 Smoothing Hyper-parameters: 0.057671 0.005835 0.107065 0.064070 0.101119 0.057019 0.057447 Expected Total MS Cnt: 1.16668 Backgound Scale: 0.726199. ITERATION NUMBER 257. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.088014 0.049732 0.065499 0.097460 0.145430 0.015761 0.153723 Expected Total MS Cnt: 0.525153 Backgound Scale: 0.712366. ITERATION NUMBER 258. Current Log-Posterior: 216497 Step Size: -inf Smoothing Hyper-parameters: 0.043865 0.042662 0.055158 0.048056 0.097987 0.111857 0.094420 Expected Total MS Cnt: 3.681 Backgound Scale: 0.724063. ITERATION NUMBER 259. Current Log-Posterior: 373936 Step Size: 157439.0162 Smoothing Hyper-parameters: 0.095453 0.017813 0.113751 0.100107 0.069996 0.061838 0.085576 Expected Total MS Cnt: 3.00262 Backgound Scale: 0.73438. ITERATION NUMBER 260. Current Log-Posterior: 310548 Step Size: -63388.65025 Smoothing Hyper-parameters: 0.105008 0.111583 0.069200 0.058275 0.062318 0.061094 0.080308 Expected Total MS Cnt: 5.01133 Backgound Scale: 0.731043. ITERATION NUMBER 261. Current Log-Posterior: 162219 Step Size: -148328.6998 Smoothing Hyper-parameters: 0.115744 0.017575 0.064344 0.119527 0.113082 0.068195 0.056476 Expected Total MS Cnt: 4.09436 Backgound Scale: 0.744215. ITERATION NUMBER 262. Current Log-Posterior: 301412 Step Size: 139192.6879 Smoothing Hyper-parameters: 0.107098 0.067576 0.035096 0.087675 0.096806 0.094867 0.041144 Expected Total MS Cnt: 2.33183 Backgound Scale: 0.734882. ITERATION NUMBER 263. Current Log-Posterior: 184905 Step Size: -116506.946 Smoothing Hyper-parameters: 0.082779 0.057169 0.090214 0.087675 0.037000 0.073275 0.079443 Expected Total MS Cnt: 2.12243 Backgound Scale: 0.73355. ITERATION NUMBER 264. Current Log-Posterior: 215500 Step Size: 30595.40788 Smoothing Hyper-parameters: 0.112481 0.064315 0.048445 0.100405 0.157907 0.065013 0.057426 Expected Total MS Cnt: 0.921301 Backgound Scale: 0.730538. ITERATION NUMBER 265. Current Log-Posterior: 176292 Step Size: -39208.45817 Smoothing Hyper-parameters: 0.103191 0.035057 0.137017 0.038035 0.050232 0.115111 0.114166 Expected Total MS Cnt: 0.293591 Backgound Scale: 0.735691. ITERATION NUMBER 266. Current Log-Posterior: 217944 Step Size: 41651.74052 Smoothing Hyper-parameters: 0.020920 0.095359 0.063368 0.150293 0.113588 0.032670 0.023237 Expected Total MS Cnt: 0.125437 Backgound Scale: 0.736897. ITERATION NUMBER 267. Current Log-Posterior: 631349 Step Size: 413405.731 Smoothing Hyper-parameters: 0.055277 0.119183 0.047019 0.079938 0.034829 0.080848 0.023164 Expected Total MS Cnt: 1.29421 Backgound Scale: 0.733016. ITERATION NUMBER 268. Current Log-Posterior: 270723 Step Size: -360626.5008 Smoothing Hyper-parameters: 0.024386 0.094553 0.068643 0.092965 0.048521 0.041856 0.037582 Expected Total MS Cnt: 0.172033 Backgound Scale: 0.722369. ITERATION NUMBER 269. Current Log-Posterior: 550961 Step Size: 280238.6649 Smoothing Hyper-parameters: 0.131164 0.073649 0.063055 0.124022 0.042103 0.103520 0.064718 Expected Total MS Cnt: 0.641427 Backgound Scale: 0.719573. ITERATION NUMBER 270. Current Log-Posterior: 153705 Step Size: -397256.3804 Smoothing Hyper-parameters: 0.039815 0.051009 0.034838 0.097827 0.035816 0.033221 0.069807 Expected Total MS Cnt: 0.153841 Backgound Scale: 0.739569. ITERATION NUMBER 271. Current Log-Posterior: 396906 Step Size: 243201.0937 Smoothing Hyper-parameters: 0.072475 0.139982 0.088157 0.068386 0.066114 0.055466 0.125468 Expected Total MS Cnt: 0.868665 Backgound Scale: 0.73066. ITERATION NUMBER 272. Current Log-Posterior: 205973 Step Size: -190933.0555 Smoothing Hyper-parameters: 0.148772 0.020839 0.098371 0.077133 0.061598 0.068747 0.051856 Expected Total MS Cnt: 4.03653 Backgound Scale: 0.734168. ITERATION NUMBER 273. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.060231 0.075886 0.085632 0.064279 0.013748 0.060981 0.140220 Expected Total MS Cnt: 2.40999 Backgound Scale: 0.73258. ITERATION NUMBER 274. Current Log-Posterior: 260088 Step Size: -inf Smoothing Hyper-parameters: 0.074901 0.061385 0.067315 0.068099 0.061503 0.072446 0.111002 Expected Total MS Cnt: 1.19614 Backgound Scale: 0.731338. ITERATION NUMBER 275. Current Log-Posterior: 229043 Step Size: -31045.45963 Smoothing Hyper-parameters: 0.052892 0.041604 0.049076 0.096443 0.061323 0.159412 0.042067 Expected Total MS Cnt: 4.75737 Backgound Scale: 0.726545. ITERATION NUMBER 276. Current Log-Posterior: 324909 Step Size: 95866.37923 Smoothing Hyper-parameters: 0.167714 0.020670 0.064912 0.089875 0.054231 0.083593 0.094395 Expected Total MS Cnt: 1.53824 Backgound Scale: 0.727029. ITERATION NUMBER 277. Current Log-Posterior: 237244 Step Size: -87664.96464 Smoothing Hyper-parameters: 0.036468 0.051064 0.116680 0.040865 0.080690 0.066471 0.158319 Expected Total MS Cnt: 1.38091 Backgound Scale: 0.737551. ITERATION NUMBER 278. Current Log-Posterior: 405544 Step Size: 168299.767 Smoothing Hyper-parameters: 0.076967 0.066523 0.104956 0.101887 0.071750 0.043888 0.135594 Expected Total MS Cnt: 0.600807 Backgound Scale: 0.724792. ITERATION NUMBER 279. Current Log-Posterior: 216866 Step Size: -188678.0014 Smoothing Hyper-parameters: 0.069177 0.135739 0.064620 0.016395 0.073789 0.088793 0.052645 Expected Total MS Cnt: 0.279285 Backgound Scale: 0.735691. ITERATION NUMBER 280. Current Log-Posterior: 223056 Step Size: 6189.84701 Smoothing Hyper-parameters: 0.023552 0.051042 0.102276 0.030132 0.036731 0.138240 0.056599 Expected Total MS Cnt: 0.339473 Backgound Scale: 0.727664. ITERATION NUMBER 281. Current Log-Posterior: 587640 Step Size: 364584.2586 Smoothing Hyper-parameters: 0.060467 0.054735 0.089176 0.042381 0.035059 0.085399 0.114084 Expected Total MS Cnt: 2.68865 Backgound Scale: 0.721816. ITERATION NUMBER 282. Current Log-Posterior: 276016 Step Size: -311624.4601 Smoothing Hyper-parameters: 0.047933 0.059699 0.093862 0.089407 0.047712 0.051856 0.067149 Expected Total MS Cnt: 6.04219 Backgound Scale: 0.730876. ITERATION NUMBER 283. Current Log-Posterior: 317416 Step Size: 41400.03428 Smoothing Hyper-parameters: 0.047686 0.068770 0.065683 0.095290 0.096273 0.042119 0.067919 Expected Total MS Cnt: 1.14397 Backgound Scale: 0.735559. ITERATION NUMBER 284. Current Log-Posterior: 315891 Step Size: -1524.669893 Smoothing Hyper-parameters: 0.024561 0.097965 0.072206 0.068438 0.051357 0.098881 0.110474 Expected Total MS Cnt: 3.09421 Backgound Scale: 0.731074. ITERATION NUMBER 285. Current Log-Posterior: 540820 Step Size: 224929.1894 Smoothing Hyper-parameters: 0.053013 0.023816 0.017238 0.154084 0.078929 0.067017 0.044466 Expected Total MS Cnt: 5.72278 Backgound Scale: 0.731964. ITERATION NUMBER 286. Current Log-Posterior: 403209 Step Size: -137610.9362 Smoothing Hyper-parameters: 0.078101 0.053201 0.052612 0.080663 0.059142 0.048001 0.066039 Expected Total MS Cnt: 1.11612 Backgound Scale: 0.730734. ITERATION NUMBER 287. Current Log-Posterior: 233863 Step Size: -169346.2216 Smoothing Hyper-parameters: 0.016800 0.103073 0.152429 0.055446 0.076469 0.104586 0.073918 Expected Total MS Cnt: 6.81457 Backgound Scale: 0.72213. ITERATION NUMBER 288. Current Log-Posterior: 766815 Step Size: 532951.9921 Smoothing Hyper-parameters: 0.090199 0.055777 0.098941 0.086499 0.071177 0.087522 0.119386 Expected Total MS Cnt: 1.47546 Backgound Scale: 0.737632. ITERATION NUMBER 289. Current Log-Posterior: 203807 Step Size: -563007.8495 Smoothing Hyper-parameters: 0.075386 0.047433 0.085250 0.055879 0.059580 0.050460 0.074445 Expected Total MS Cnt: 5.40355 Backgound Scale: 0.727963. ITERATION NUMBER 290. Current Log-Posterior: 239254 Step Size: 35446.52348 Smoothing Hyper-parameters: 0.075386 0.088065 0.075107 0.099800 0.148012 0.021101 0.087379 Expected Total MS Cnt: 3.56258 Backgound Scale: 0.732016. ITERATION NUMBER 291. Current Log-Posterior: 213141 Step Size: -26112.79107 Smoothing Hyper-parameters: 0.059403 0.074912 0.075907 0.085065 0.088603 0.062004 0.146006 Expected Total MS Cnt: 4.1237 Backgound Scale: 0.729057. ITERATION NUMBER 292. Current Log-Posterior: 260453 Step Size: 47311.45383 Smoothing Hyper-parameters: 0.068942 0.080424 0.111423 0.051465 0.006753 0.087608 0.027650 Expected Total MS Cnt: 2.85111 Backgound Scale: 0.737709. ITERATION NUMBER 293. Current Log-Posterior: 233639 Step Size: -26813.25057 Smoothing Hyper-parameters: 0.117809 0.123313 0.086772 0.049279 0.077331 0.093633 0.103311 Expected Total MS Cnt: 1.39227 Backgound Scale: 0.727965. ITERATION NUMBER 294. Current Log-Posterior: 147181 Step Size: -86458.66701 Smoothing Hyper-parameters: 0.046049 0.056036 0.018190 0.107262 0.084174 0.073097 0.056224 Expected Total MS Cnt: 2.12563 Backgound Scale: 0.730469. ITERATION NUMBER 295. Current Log-Posterior: 364335 Step Size: 217154.1323 Smoothing Hyper-parameters: 0.091662 0.080878 0.070495 0.105660 0.047151 0.077742 0.095772 Expected Total MS Cnt: 2.24621 Backgound Scale: 0.724168. ITERATION NUMBER 296. Current Log-Posterior: 187499 Step Size: -176835.9547 Smoothing Hyper-parameters: 0.091662 0.090935 0.067933 0.091699 0.086566 0.054156 0.074565 Expected Total MS Cnt: 1.62695 Backgound Scale: 0.738187. ITERATION NUMBER 297. Current Log-Posterior: 182921 Step Size: -4577.871488 Smoothing Hyper-parameters: 0.025330 0.028485 0.016523 0.095238 0.066932 0.123358 0.070815 Expected Total MS Cnt: 3.23069 Backgound Scale: 0.733046. ITERATION NUMBER 298. Current Log-Posterior: 641324 Step Size: 458402.9477 Smoothing Hyper-parameters: 0.053524 0.094701 0.060120 0.029632 0.076718 0.046681 0.083488 Expected Total MS Cnt: 3.09928 Backgound Scale: 0.734629. ITERATION NUMBER 299. Current Log-Posterior: 282666 Step Size: -358658.2277 Smoothing Hyper-parameters: 0.089761 0.050317 0.067556 0.034099 0.114343 0.058104 0.080277 Expected Total MS Cnt: 7.57175 Backgound Scale: 0.730459. ITERATION NUMBER 300. Current Log-Posterior: 216298 Step Size: -66368.0546 Smoothing Hyper-parameters: 0.080863 0.053750 0.052114 0.029256 0.044440 0.058148 0.043740 Expected Total MS Cnt: 6.85045 Backgound Scale: 0.726507. ITERATION NUMBER 301. Current Log-Posterior: 230295 Step Size: 13997.47119 Smoothing Hyper-parameters: 0.051150 0.032601 0.056312 0.032438 0.018686 0.132964 0.119235 Expected Total MS Cnt: 5.98151 Backgound Scale: 0.74237. ITERATION NUMBER 302. Current Log-Posterior: 351087 Step Size: 120791.4469 Smoothing Hyper-parameters: 0.056416 0.124086 0.085765 0.036669 0.010402 0.075851 0.083305 Expected Total MS Cnt: 2.28314 Backgound Scale: 0.736938. ITERATION NUMBER 303. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.114680 0.037886 0.019116 0.039672 0.019705 0.057501 0.050879 Expected Total MS Cnt: 1.55045 Backgound Scale: 0.731949. ITERATION NUMBER 304. Current Log-Posterior: 236672 Step Size: -inf Smoothing Hyper-parameters: 0.037129 0.062887 0.097613 0.184901 0.162007 0.063071 0.036238 Expected Total MS Cnt: 6.60481 Backgound Scale: 0.729657. ITERATION NUMBER 305. Current Log-Posterior: 378027 Step Size: 141355.1617 Smoothing Hyper-parameters: 0.020581 0.034938 0.055484 0.076441 0.047768 0.113626 0.011869 Expected Total MS Cnt: 2.28817 Backgound Scale: 0.729627. ITERATION NUMBER 306. Current Log-Posterior: 693798 Step Size: 315771.3308 Smoothing Hyper-parameters: 0.112804 0.113545 0.093227 0.118139 0.018855 0.086641 0.097365 Expected Total MS Cnt: 3.00446 Backgound Scale: 0.72845. ITERATION NUMBER 307. Current Log-Posterior: 152275 Step Size: -541522.9473 Smoothing Hyper-parameters: 0.055607 0.073343 0.063802 0.075667 0.133446 0.055388 0.011468 Expected Total MS Cnt: 4.22602 Backgound Scale: 0.71765. ITERATION NUMBER 308. Current Log-Posterior: 276657 Step Size: 124381.7703 Smoothing Hyper-parameters: 0.120564 0.025883 0.041506 0.038176 0.109357 0.110046 0.045665 Expected Total MS Cnt: 1.88684 Backgound Scale: 0.733008. ITERATION NUMBER 309. Current Log-Posterior: 248332 Step Size: -28325.05596 Smoothing Hyper-parameters: 0.135767 0.079975 0.078391 0.037430 0.107273 0.054162 0.070204 Expected Total MS Cnt: 1.09738 Backgound Scale: 0.730472. ITERATION NUMBER 310. Current Log-Posterior: 147463 Step Size: -100869.1792 Smoothing Hyper-parameters: 0.126209 0.044396 0.013326 0.097713 0.050486 0.096949 0.144788 Expected Total MS Cnt: 3.11673 Backgound Scale: 0.727983. ITERATION NUMBER 311. Current Log-Posterior: 226254 Step Size: 78791.4663 Smoothing Hyper-parameters: 0.075573 0.057341 0.107225 0.059544 0.094184 0.067847 0.157275 Expected Total MS Cnt: 2.71023 Backgound Scale: 0.727066. ITERATION NUMBER 312. Current Log-Posterior: 229691 Step Size: 3436.559705 Smoothing Hyper-parameters: 0.074613 0.061865 0.070221 0.080111 0.109439 0.101209 0.057963 Expected Total MS Cnt: 5.1114 Backgound Scale: 0.730849. ITERATION NUMBER 313. Current Log-Posterior: 224958 Step Size: -4732.247302 Smoothing Hyper-parameters: 0.137742 0.074539 0.106261 0.050737 0.084316 0.163695 0.140360 Expected Total MS Cnt: 3.35414 Backgound Scale: 0.727574. ITERATION NUMBER 314. Current Log-Posterior: 142535 Step Size: -82423.4394 Smoothing Hyper-parameters: 0.053915 0.058825 0.078212 0.026551 0.123169 0.027554 0.080276 Expected Total MS Cnt: 2.96736 Backgound Scale: 0.738203. ITERATION NUMBER 315. Current Log-Posterior: 301963 Step Size: 159427.6907 Smoothing Hyper-parameters: 0.060435 0.070431 0.038097 0.132521 0.105550 0.133336 0.030092 Expected Total MS Cnt: 1.83953 Backgound Scale: 0.720272. ITERATION NUMBER 316. Current Log-Posterior: 267839 Step Size: -34123.23946 Smoothing Hyper-parameters: 0.080907 0.100776 0.092261 0.091407 0.062305 0.068529 0.027987 Expected Total MS Cnt: 2.62854 Backgound Scale: 0.741109. ITERATION NUMBER 317. Current Log-Posterior: 194426 Step Size: -73413.24003 Smoothing Hyper-parameters: 0.096228 0.060916 0.112772 0.053575 0.061200 0.060843 0.111094 Expected Total MS Cnt: 1.15029 Backgound Scale: 0.736523. ITERATION NUMBER 318. Current Log-Posterior: 190634 Step Size: -3792.454169 Smoothing Hyper-parameters: 0.040276 0.123224 0.034408 0.020364 0.116044 0.039585 0.130083 Expected Total MS Cnt: 0.908236 Backgound Scale: 0.734301. ITERATION NUMBER 319. Current Log-Posterior: 360793 Step Size: 170158.9248 Smoothing Hyper-parameters: 0.119983 0.099313 0.096283 0.089097 0.085055 0.039270 0.055461 Expected Total MS Cnt: 2.75759 Backgound Scale: 0.723396. ITERATION NUMBER 320. Current Log-Posterior: 144328 Step Size: -216464.7273 Smoothing Hyper-parameters: 0.083875 0.101351 0.096209 0.053895 0.033460 0.118220 0.046649 Expected Total MS Cnt: 2.90727 Backgound Scale: 0.727757. ITERATION NUMBER 321. Current Log-Posterior: 191640 Step Size: 47311.94846 Smoothing Hyper-parameters: 0.063978 0.076003 0.076570 0.043930 0.061829 0.147124 0.126487 Expected Total MS Cnt: 2.81984 Backgound Scale: 0.729387. ITERATION NUMBER 322. Current Log-Posterior: 248404 Step Size: 56763.60937 Smoothing Hyper-parameters: 0.080155 0.143088 0.102976 0.046181 0.074523 0.098552 0.067894 Expected Total MS Cnt: 3.77143 Backgound Scale: 0.734899. ITERATION NUMBER 323. Current Log-Posterior: 186486 Step Size: -61917.91421 Smoothing Hyper-parameters: 0.081528 0.056238 0.161465 0.036364 0.100894 0.063047 0.050010 Expected Total MS Cnt: 2.09582 Backgound Scale: 0.722446. ITERATION NUMBER 324. Current Log-Posterior: 220171 Step Size: 33685.09444 Smoothing Hyper-parameters: 0.091994 0.109116 0.124015 0.108276 0.053476 0.076610 0.088193 Expected Total MS Cnt: 8.07282 Backgound Scale: 0.730673. ITERATION NUMBER 325. Current Log-Posterior: 172310 Step Size: -47861.05688 Smoothing Hyper-parameters: 0.091994 0.079854 0.039709 0.028849 0.034711 0.059953 0.061197 Expected Total MS Cnt: 2.61012 Backgound Scale: 0.735484. ITERATION NUMBER 326. Current Log-Posterior: 200637 Step Size: 28327.05957 Smoothing Hyper-parameters: 0.073344 0.022468 0.080166 0.020443 0.055684 0.047772 0.097797 Expected Total MS Cnt: 6.3496 Backgound Scale: 0.725328. ITERATION NUMBER 327. Current Log-Posterior: 323761 Step Size: 123124.766 Smoothing Hyper-parameters: 0.102156 0.089560 0.070806 0.041349 0.050756 0.074597 0.073466 Expected Total MS Cnt: 7.94137 Backgound Scale: 0.733824. ITERATION NUMBER 328. Current Log-Posterior: 173662 Step Size: -150099.4302 Smoothing Hyper-parameters: 0.053982 0.095532 0.033461 0.040118 0.080375 0.012803 0.106900 Expected Total MS Cnt: 6.43405 Backgound Scale: 0.725773. ITERATION NUMBER 329. Current Log-Posterior: 284457 Step Size: 110795.2516 Smoothing Hyper-parameters: 0.118274 0.077859 0.085840 0.110670 0.067587 0.106527 0.109337 Expected Total MS Cnt: 2.91524 Backgound Scale: 0.718375. ITERATION NUMBER 330. Current Log-Posterior: 155603 Step Size: -128853.9681 Smoothing Hyper-parameters: 0.047430 0.079137 0.075378 0.111870 0.075868 0.024642 0.098688 Expected Total MS Cnt: 4.14771 Backgound Scale: 0.727613. ITERATION NUMBER 331. Current Log-Posterior: 310671 Step Size: 155067.5667 Smoothing Hyper-parameters: 0.110203 0.104755 0.014154 0.048836 0.108394 0.061604 0.054643 Expected Total MS Cnt: 9.32549 Backgound Scale: 0.732208. ITERATION NUMBER 332. Current Log-Posterior: 198785 Step Size: -111885.7954 Smoothing Hyper-parameters: 0.045079 0.137896 0.119803 0.137666 0.031135 0.054960 0.070439 Expected Total MS Cnt: 9.16806 Backgound Scale: 0.738148. ITERATION NUMBER 333. Current Log-Posterior: 303034 Step Size: 104249.1068 Smoothing Hyper-parameters: 0.039364 0.056579 0.117883 0.080235 0.084876 0.029649 0.090546 Expected Total MS Cnt: 2.6974 Backgound Scale: 0.735745. ITERATION NUMBER 334. Current Log-Posterior: 380710 Step Size: 77675.46328 Smoothing Hyper-parameters: 0.064641 0.068503 0.032264 0.073794 0.052658 0.110484 0.029550 Expected Total MS Cnt: 2.76086 Backgound Scale: 0.728932. ITERATION NUMBER 335. Current Log-Posterior: 261226 Step Size: -119483.5374 Smoothing Hyper-parameters: 0.104858 0.081097 0.050651 0.144142 0.074689 0.083476 0.076510 Expected Total MS Cnt: 2.81774 Backgound Scale: 0.733701. ITERATION NUMBER 336. Current Log-Posterior: 174457 Step Size: -86769.5391 Smoothing Hyper-parameters: 0.065069 0.093112 0.007987 0.068302 0.054333 0.021679 0.121612 Expected Total MS Cnt: 5.06483 Backgound Scale: 0.74692. ITERATION NUMBER 337. Current Log-Posterior: 314318 Step Size: 139861.5038 Smoothing Hyper-parameters: 0.106891 0.083987 0.068913 0.097292 0.072172 0.054263 0.029996 Expected Total MS Cnt: 6.08303 Backgound Scale: 0.735506. ITERATION NUMBER 338. Current Log-Posterior: 167415 Step Size: -146902.8016 Smoothing Hyper-parameters: 0.061734 0.102772 0.081309 0.102638 0.010647 0.098512 0.098734 Expected Total MS Cnt: 4.93577 Backgound Scale: 0.72793. ITERATION NUMBER 339. Current Log-Posterior: 244035 Step Size: 76619.31732 Smoothing Hyper-parameters: 0.080503 0.118719 0.074895 0.084178 0.101460 0.051979 0.018226 Expected Total MS Cnt: 6.73224 Backgound Scale: 0.72704. ITERATION NUMBER 340. Current Log-Posterior: 194685 Step Size: -49349.32472 Smoothing Hyper-parameters: 0.121867 0.044279 0.077235 0.059323 0.096107 0.081505 0.080753 Expected Total MS Cnt: 8.95497 Backgound Scale: 0.74081. ITERATION NUMBER 341. Current Log-Posterior: 184551 Step Size: -10134.49442 Smoothing Hyper-parameters: 0.032399 0.083874 0.052085 0.109505 0.055948 0.135482 0.122768 Expected Total MS Cnt: 5.39749 Backgound Scale: 0.732322. ITERATION NUMBER 342. Current Log-Posterior: 434691 Step Size: 250140.0344 Smoothing Hyper-parameters: 0.066007 0.052493 0.055648 0.074235 0.068840 0.088522 0.122960 Expected Total MS Cnt: 8.50502 Backgound Scale: 0.728972. ITERATION NUMBER 343. Current Log-Posterior: 261380 Step Size: -173310.4593 Smoothing Hyper-parameters: 0.066375 0.109425 0.032082 0.089232 0.195253 0.129329 0.077062 Expected Total MS Cnt: 5.38733 Backgound Scale: 0.724772. ITERATION NUMBER 344. Current Log-Posterior: 239681 Step Size: -21698.88962 Smoothing Hyper-parameters: 0.083961 0.061704 0.064658 0.073107 0.151405 0.086653 0.138659 Expected Total MS Cnt: 8.29911 Backgound Scale: 0.73573. ITERATION NUMBER 345. Current Log-Posterior: 210588 Step Size: -29093.60611 Smoothing Hyper-parameters: 0.053650 0.052542 0.022973 0.094209 0.139374 0.032234 0.031102 Expected Total MS Cnt: 13.7494 Backgound Scale: 0.724957. ITERATION NUMBER 346. Current Log-Posterior: 324787 Step Size: 114198.775 Smoothing Hyper-parameters: 0.101741 0.093222 0.056752 0.038666 0.098664 0.038181 0.069211 Expected Total MS Cnt: 10.412 Backgound Scale: 0.731893. ITERATION NUMBER 347. Current Log-Posterior: 174806 Step Size: -149981.0323 Smoothing Hyper-parameters: 0.093913 0.054572 0.072371 0.032191 0.041413 0.139933 0.079847 Expected Total MS Cnt: 18.5661 Backgound Scale: 0.729725. ITERATION NUMBER 348. Current Log-Posterior: 206215 Step Size: 31409.80666 Smoothing Hyper-parameters: 0.104079 0.065380 0.055169 0.080503 0.044760 0.038709 0.120593 Expected Total MS Cnt: 9.7002 Backgound Scale: 0.728437. ITERATION NUMBER 349. Current Log-Posterior: 185559 Step Size: -20655.92766 Smoothing Hyper-parameters: 0.169649 0.116374 0.021507 0.123879 0.114578 0.076898 0.078994 Expected Total MS Cnt: 5.09521 Backgound Scale: 0.733424. ITERATION NUMBER 350. Current Log-Posterior: 140629 Step Size: -44930.08557 Smoothing Hyper-parameters: 0.108897 0.030721 0.134920 0.028097 0.053232 0.111349 0.076471 Expected Total MS Cnt: 10.0277 Backgound Scale: 0.722473. ITERATION NUMBER 351. Current Log-Posterior: 225578 Step Size: 84949.04577 Smoothing Hyper-parameters: 0.031530 0.060529 0.080772 0.094734 0.078618 0.163612 0.143476 Expected Total MS Cnt: 4.32469 Backgound Scale: 0.734514. ITERATION NUMBER 352. Current Log-Posterior: 456244 Step Size: 230665.1413 Smoothing Hyper-parameters: 0.082938 0.085314 0.050648 0.124262 0.014298 0.101055 0.077150 Expected Total MS Cnt: 5.97424 Backgound Scale: 0.71952. ITERATION NUMBER 353. Current Log-Posterior: 201952 Step Size: -254291.1556 Smoothing Hyper-parameters: 0.159331 0.069111 0.146659 0.195882 0.052152 0.103719 0.067377 Expected Total MS Cnt: 10.3495 Backgound Scale: 0.737987. ITERATION NUMBER 354. Current Log-Posterior: 130814 Step Size: -71138.16809 Smoothing Hyper-parameters: 0.077083 0.120513 0.074216 0.042506 0.119273 0.171030 0.067286 Expected Total MS Cnt: 7.52541 Backgound Scale: 0.729248. ITERATION NUMBER 355. Current Log-Posterior: 199473 Step Size: 68658.2983 Smoothing Hyper-parameters: 0.105023 0.056946 0.066547 0.045908 0.154625 0.107577 0.077756 Expected Total MS Cnt: 9.52351 Backgound Scale: 0.73742. ITERATION NUMBER 356. Current Log-Posterior: 186501 Step Size: -12971.55265 Smoothing Hyper-parameters: 0.020125 0.091908 0.060371 0.061154 0.105075 0.029476 0.088748 Expected Total MS Cnt: 7.72606 Backgound Scale: 0.725591. ITERATION NUMBER 357. Current Log-Posterior: 665360 Step Size: 478859.1389 Smoothing Hyper-parameters: 0.144557 0.078810 0.057027 0.107110 0.076665 0.067971 0.063932 Expected Total MS Cnt: 8.03234 Backgound Scale: 0.735513. ITERATION NUMBER 358. Current Log-Posterior: 143079 Step Size: -522281.3903 Smoothing Hyper-parameters: 0.050526 0.015660 0.055941 0.096757 0.020635 0.070696 0.067960 Expected Total MS Cnt: 6.23377 Backgound Scale: 0.732508. ITERATION NUMBER 359. Current Log-Posterior: 449806 Step Size: 306727.0463 Smoothing Hyper-parameters: 0.106105 0.006816 0.096511 0.091689 0.092057 0.018911 0.082932 Expected Total MS Cnt: 3.01329 Backgound Scale: 0.729235. ITERATION NUMBER 360. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.127063 0.043465 0.121238 0.042547 0.118252 0.109135 0.071674 Expected Total MS Cnt: 4.46337 Backgound Scale: 0.734812. ITERATION NUMBER 361. Current Log-Posterior: 178790 Step Size: -inf Smoothing Hyper-parameters: 0.031653 0.119892 0.095138 0.129487 0.093145 0.073594 0.136152 Expected Total MS Cnt: 7.07696 Backgound Scale: 0.734752. ITERATION NUMBER 362. Current Log-Posterior: 422613 Step Size: 243822.5372 Smoothing Hyper-parameters: 0.055856 0.004261 0.022477 0.113469 0.046149 0.026571 0.069985 Expected Total MS Cnt: 3.21083 Backgound Scale: 0.742584. ITERATION NUMBER 363. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.054014 0.056392 0.116350 0.141198 0.061065 0.065011 0.088576 Expected Total MS Cnt: 5.91188 Backgound Scale: 0.718082. ITERATION NUMBER 364. Current Log-Posterior: 290370 Step Size: -inf Smoothing Hyper-parameters: 0.073760 0.121711 0.078914 0.071895 0.136505 0.057707 0.056143 Expected Total MS Cnt: 8.998 Backgound Scale: 0.727049. ITERATION NUMBER 365. Current Log-Posterior: 201981 Step Size: -88389.05995 Smoothing Hyper-parameters: 0.071062 0.097418 0.051655 0.067403 0.036816 0.060400 0.109847 Expected Total MS Cnt: 4.84389 Backgound Scale: 0.731905. ITERATION NUMBER 366. Current Log-Posterior: 225999 Step Size: 24017.8337 Smoothing Hyper-parameters: 0.062568 0.073950 0.026878 0.053640 0.053503 0.110155 0.048608 Expected Total MS Cnt: 9.83634 Backgound Scale: 0.716007. ITERATION NUMBER 367. Current Log-Posterior: 270082 Step Size: 44082.91438 Smoothing Hyper-parameters: 0.085045 0.084186 0.060304 0.122061 0.013645 0.094252 0.052145 Expected Total MS Cnt: 5.13945 Backgound Scale: 0.730642. ITERATION NUMBER 368. Current Log-Posterior: 197752 Step Size: -72329.7834 Smoothing Hyper-parameters: 0.082205 0.108561 0.069597 0.116504 0.152024 0.135182 0.111763 Expected Total MS Cnt: 4.5377 Backgound Scale: 0.720997. ITERATION NUMBER 369. Current Log-Posterior: 192921 Step Size: -4830.742545 Smoothing Hyper-parameters: 0.086322 0.045257 0.068802 0.058359 0.125411 0.077574 0.071862 Expected Total MS Cnt: 5.86972 Backgound Scale: 0.726842. ITERATION NUMBER 370. Current Log-Posterior: 226127 Step Size: 33205.3035 Smoothing Hyper-parameters: 0.103964 0.046770 0.064793 0.077514 0.095544 0.063781 0.097630 Expected Total MS Cnt: 5.38683 Backgound Scale: 0.726889. ITERATION NUMBER 371. Current Log-Posterior: 200192 Step Size: -25934.58446 Smoothing Hyper-parameters: 0.086921 0.094321 0.121515 0.054111 0.090565 0.040815 0.077687 Expected Total MS Cnt: 6.53583 Backgound Scale: 0.72326. ITERATION NUMBER 372. Current Log-Posterior: 185215 Step Size: -14976.63149 Smoothing Hyper-parameters: 0.055987 0.072208 0.098537 0.077514 0.061035 0.130197 0.071181 Expected Total MS Cnt: 1.41192 Backgound Scale: 0.724194. ITERATION NUMBER 373. Current Log-Posterior: 273803 Step Size: 88587.90157 Smoothing Hyper-parameters: 0.054676 0.081661 0.114311 0.052643 0.109340 0.132036 0.078270 Expected Total MS Cnt: 3.36841 Backgound Scale: 0.736697. ITERATION NUMBER 374. Current Log-Posterior: 270097 Step Size: -3706.027904 Smoothing Hyper-parameters: 0.086606 0.098106 0.127698 0.133051 0.086883 0.073566 0.097507 Expected Total MS Cnt: 4.89568 Backgound Scale: 0.727363. ITERATION NUMBER 375. Current Log-Posterior: 180210 Step Size: -89886.92777 Smoothing Hyper-parameters: 0.055888 0.050419 0.168203 0.107170 0.043577 0.039914 0.028091 Expected Total MS Cnt: 3.39548 Backgound Scale: 0.733902. ITERATION NUMBER 376. Current Log-Posterior: 287021 Step Size: 106810.7094 Smoothing Hyper-parameters: 0.055109 0.054266 0.114301 0.067400 0.061600 0.012628 0.091445 Expected Total MS Cnt: 4.2198 Backgound Scale: 0.725645. ITERATION NUMBER 377. Current Log-Posterior: 288159 Step Size: 1138.424544 Smoothing Hyper-parameters: 0.087988 0.038369 0.012506 0.047782 0.135284 0.053807 0.064392 Expected Total MS Cnt: 4.65171 Backgound Scale: 0.717768. ITERATION NUMBER 378. Current Log-Posterior: 282274 Step Size: -5885.035557 Smoothing Hyper-parameters: 0.034600 0.070418 0.059017 0.063946 0.084447 0.115241 0.076186 Expected Total MS Cnt: 6.34635 Backgound Scale: 0.726304. ITERATION NUMBER 379. Current Log-Posterior: 414748 Step Size: 132473.389 Smoothing Hyper-parameters: 0.071820 0.091262 0.066738 0.079556 0.070629 0.070923 0.065113 Expected Total MS Cnt: 3.79716 Backgound Scale: 0.732396. ITERATION NUMBER 380. Current Log-Posterior: 220467 Step Size: -194280.4081 Smoothing Hyper-parameters: 0.073250 0.038858 0.047699 0.054267 0.127527 0.056949 0.090176 Expected Total MS Cnt: 6.74347 Backgound Scale: 0.731806. ITERATION NUMBER 381. Current Log-Posterior: 264960 Step Size: 44493.13367 Smoothing Hyper-parameters: 0.072842 0.040179 0.115619 0.109315 0.084028 0.059860 0.105442 Expected Total MS Cnt: 2.79217 Backgound Scale: 0.729333. ITERATION NUMBER 382. Current Log-Posterior: 253527 Step Size: -11433.46246 Smoothing Hyper-parameters: 0.139479 0.088704 0.033649 0.069291 0.067403 0.027003 0.066178 Expected Total MS Cnt: 8.59066 Backgound Scale: 0.738419. ITERATION NUMBER 383. Current Log-Posterior: 152596 Step Size: -100930.8235 Smoothing Hyper-parameters: 0.093632 0.119287 0.120838 0.075866 0.068566 0.075939 0.028501 Expected Total MS Cnt: 14.2947 Backgound Scale: 0.726725. ITERATION NUMBER 384. Current Log-Posterior: 169876 Step Size: 17279.6603 Smoothing Hyper-parameters: 0.093313 0.084914 0.037000 0.094577 0.062907 0.061403 0.030587 Expected Total MS Cnt: 10.803 Backgound Scale: 0.726929. ITERATION NUMBER 385. Current Log-Posterior: 192804 Step Size: 22927.9563 Smoothing Hyper-parameters: 0.093313 0.073287 0.075811 0.061568 0.048290 0.039249 0.069453 Expected Total MS Cnt: 6.42091 Backgound Scale: 0.736763. ITERATION NUMBER 386. Current Log-Posterior: 189902 Step Size: -2901.690963 Smoothing Hyper-parameters: 0.086618 0.099256 0.053778 0.051560 0.096248 0.040255 0.053016 Expected Total MS Cnt: 8.25197 Backgound Scale: 0.724852. ITERATION NUMBER 387. Current Log-Posterior: 193292 Step Size: 3389.612035 Smoothing Hyper-parameters: 0.118343 0.065388 0.120385 0.150556 0.035048 0.102689 0.008872 Expected Total MS Cnt: 13.2255 Backgound Scale: 0.730731. ITERATION NUMBER 388. Current Log-Posterior: 163107 Step Size: -30184.65773 Smoothing Hyper-parameters: 0.083601 0.079038 0.119013 0.065317 0.089434 0.074932 0.017184 Expected Total MS Cnt: 5.20353 Backgound Scale: 0.729032. ITERATION NUMBER 389. Current Log-Posterior: 195250 Step Size: 32142.57588 Smoothing Hyper-parameters: 0.099862 0.089695 0.034210 0.031260 0.037302 0.102167 0.020373 Expected Total MS Cnt: 6.53526 Backgound Scale: 0.722813. ITERATION NUMBER 390. Current Log-Posterior: 186335 Step Size: -8914.357618 Smoothing Hyper-parameters: 0.030506 0.056531 0.107205 0.039487 0.122716 0.040164 0.031196 Expected Total MS Cnt: 6.19579 Backgound Scale: 0.732973. ITERATION NUMBER 391. Current Log-Posterior: 464697 Step Size: 278361.5012 Smoothing Hyper-parameters: 0.102983 0.106201 0.050817 0.057991 0.113524 0.077365 0.094662 Expected Total MS Cnt: 2.31987 Backgound Scale: 0.72996. ITERATION NUMBER 392. Current Log-Posterior: 170263 Step Size: -294434.1055 Smoothing Hyper-parameters: 0.077845 0.073744 0.108488 0.100505 0.052712 0.025026 0.136348 Expected Total MS Cnt: 3.24944 Backgound Scale: 0.72006. ITERATION NUMBER 393. Current Log-Posterior: 210249 Step Size: 39986.20633 Smoothing Hyper-parameters: 0.100847 0.078194 0.022849 0.092974 0.144558 0.105139 0.114600 Expected Total MS Cnt: 4.87426 Backgound Scale: 0.728683. ITERATION NUMBER 394. Current Log-Posterior: 200270 Step Size: -9978.789399 Smoothing Hyper-parameters: 0.060810 0.096732 0.118810 0.084302 0.090366 0.018914 0.076093 Expected Total MS Cnt: 1.62873 Backgound Scale: 0.731178. ITERATION NUMBER 395. Current Log-Posterior: 246057 Step Size: 45786.88535 Smoothing Hyper-parameters: 0.058301 0.101673 0.090749 0.110662 0.115835 0.102168 0.096983 Expected Total MS Cnt: 5.23367 Backgound Scale: 0.739112. ITERATION NUMBER 396. Current Log-Posterior: 253568 Step Size: 7510.6064 Smoothing Hyper-parameters: 0.080899 0.038132 0.047242 0.100729 0.047017 0.028360 0.092586 Expected Total MS Cnt: 3.17054 Backgound Scale: 0.736804. ITERATION NUMBER 397. Current Log-Posterior: 248005 Step Size: -5562.902062 Smoothing Hyper-parameters: 0.102317 0.059560 0.068942 0.091802 0.040391 0.092306 0.099705 Expected Total MS Cnt: 14.982 Backgound Scale: 0.720395. ITERATION NUMBER 398. Current Log-Posterior: 187654 Step Size: -60350.29044 Smoothing Hyper-parameters: 0.086903 0.133039 0.088879 0.121860 0.023956 0.026129 0.099650 Expected Total MS Cnt: 8.78427 Backgound Scale: 0.727168. ITERATION NUMBER 399. Current Log-Posterior: 179857 Step Size: -7797.042565 Smoothing Hyper-parameters: 0.079471 0.103243 0.092503 0.031610 0.098529 0.126227 0.066864 Expected Total MS Cnt: 9.53344 Backgound Scale: 0.739272. ITERATION NUMBER 400. Current Log-Posterior: 200176 Step Size: 20318.35971 Smoothing Hyper-parameters: 0.077510 0.104818 0.075213 0.099185 0.043299 0.046623 0.078789 Expected Total MS Cnt: 5.14903 Backgound Scale: 0.729211. ITERATION NUMBER 401. Current Log-Posterior: 203252 Step Size: 3076.474066 Smoothing Hyper-parameters: 0.099743 0.121903 0.119306 0.030632 0.114290 0.132152 0.084685 Expected Total MS Cnt: 4.28798 Backgound Scale: 0.728171. ITERATION NUMBER 402. Current Log-Posterior: 163492 Step Size: -39760.52673 Smoothing Hyper-parameters: 0.063472 0.081266 0.044066 0.110504 0.018035 0.157835 0.094020 Expected Total MS Cnt: 16.5991 Backgound Scale: 0.71741. ITERATION NUMBER 403. Current Log-Posterior: 253038 Step Size: 89546.57296 Smoothing Hyper-parameters: 0.077982 0.056140 0.055982 0.079808 0.065524 0.054388 0.089372 Expected Total MS Cnt: 9.88942 Backgound Scale: 0.739237. ITERATION NUMBER 404. Current Log-Posterior: 226845 Step Size: -26193.66986 Smoothing Hyper-parameters: 0.106836 0.074873 0.085499 0.087703 0.082630 0.106081 0.125261 Expected Total MS Cnt: 18.0623 Backgound Scale: 0.726577. ITERATION NUMBER 405. Current Log-Posterior: 168373 Step Size: -58471.33502 Smoothing Hyper-parameters: 0.091332 0.035407 0.038405 0.086566 0.111457 0.058174 0.093120 Expected Total MS Cnt: 12.4194 Backgound Scale: 0.727047. ITERATION NUMBER 406. Current Log-Posterior: 244772 Step Size: 76399.05873 Smoothing Hyper-parameters: 0.050067 0.074243 0.079389 0.037296 0.028053 0.093190 0.051320 Expected Total MS Cnt: 14.6482 Backgound Scale: 0.735971. ITERATION NUMBER 407. Current Log-Posterior: 304227 Step Size: 59454.41168 Smoothing Hyper-parameters: 0.081950 0.033803 0.115805 0.101898 0.150743 0.069225 0.072357 Expected Total MS Cnt: 14.4333 Backgound Scale: 0.72597. ITERATION NUMBER 408. Current Log-Posterior: 250464 Step Size: -53762.30129 Smoothing Hyper-parameters: 0.057930 0.059701 0.050641 0.058985 0.027784 0.099248 0.108468 Expected Total MS Cnt: 6.13255 Backgound Scale: 0.732025. ITERATION NUMBER 409. Current Log-Posterior: 281204 Step Size: 30739.44277 Smoothing Hyper-parameters: 0.092607 0.058885 0.071154 0.071049 0.039009 0.062191 0.034374 Expected Total MS Cnt: 9.28187 Backgound Scale: 0.727331. ITERATION NUMBER 410. Current Log-Posterior: 201367 Step Size: -79837.08181 Smoothing Hyper-parameters: 0.111060 0.040998 0.046389 0.060518 0.052987 0.115124 0.156266 Expected Total MS Cnt: 13.2055 Backgound Scale: 0.732007. ITERATION NUMBER 411. Current Log-Posterior: 207092 Step Size: 5724.799808 Smoothing Hyper-parameters: 0.083611 0.016001 0.074992 0.125319 0.072015 0.125618 0.114837 Expected Total MS Cnt: 14.284 Backgound Scale: 0.726772. ITERATION NUMBER 412. Current Log-Posterior: 345515 Step Size: 138422.9979 Smoothing Hyper-parameters: 0.019140 0.038183 0.074992 0.068054 0.168058 0.106821 0.093590 Expected Total MS Cnt: 21.0196 Backgound Scale: 0.724614. ITERATION NUMBER 413. Current Log-Posterior: 740067 Step Size: 394552.8784 Smoothing Hyper-parameters: 0.093035 0.167728 0.058236 0.073676 0.066088 0.126196 0.052903 Expected Total MS Cnt: 12.7326 Backgound Scale: 0.734572. ITERATION NUMBER 414. Current Log-Posterior: 169912 Step Size: -570155.2595 Smoothing Hyper-parameters: 0.089086 0.079640 0.037279 0.137360 0.133574 0.088995 0.034088 Expected Total MS Cnt: 13.6912 Backgound Scale: 0.725255. ITERATION NUMBER 415. Current Log-Posterior: 199842 Step Size: 29929.91431 Smoothing Hyper-parameters: 0.077527 0.065282 0.029837 0.027436 0.074997 0.039870 0.117670 Expected Total MS Cnt: 13.6535 Backgound Scale: 0.733363. ITERATION NUMBER 416. Current Log-Posterior: 238499 Step Size: 38657.06086 Smoothing Hyper-parameters: 0.046579 0.056799 0.075015 0.081441 0.101775 0.132988 0.118495 Expected Total MS Cnt: 21.1584 Backgound Scale: 0.728553. ITERATION NUMBER 417. Current Log-Posterior: 332980 Step Size: 94480.49533 Smoothing Hyper-parameters: 0.020973 0.024613 0.053489 0.138547 0.109811 0.036404 0.095004 Expected Total MS Cnt: 19.7786 Backgound Scale: 0.735041. ITERATION NUMBER 418. Current Log-Posterior: 731553 Step Size: 398573.4496 Smoothing Hyper-parameters: 0.049631 0.080055 0.064205 0.074591 0.081582 0.073819 0.077269 Expected Total MS Cnt: 17.4329 Backgound Scale: 0.737227. ITERATION NUMBER 419. Current Log-Posterior: 303614 Step Size: -427939.3716 Smoothing Hyper-parameters: 0.047257 0.102145 0.002461 0.080771 0.093570 0.134961 0.063483 Expected Total MS Cnt: 18.1326 Backgound Scale: 0.716935. ITERATION NUMBER 420. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.030184 0.065093 0.098171 0.054368 0.200642 0.076463 0.107098 Expected Total MS Cnt: 8.85843 Backgound Scale: 0.730997. ITERATION NUMBER 421. Current Log-Posterior: 468157 Step Size: -inf Smoothing Hyper-parameters: 0.104594 0.094042 0.111683 0.071457 0.126423 0.079264 0.106928 Expected Total MS Cnt: 6.79483 Backgound Scale: 0.728523. ITERATION NUMBER 422. Current Log-Posterior: 160109 Step Size: -308047.2028 Smoothing Hyper-parameters: 0.062363 0.187554 0.102630 0.105598 0.062939 0.077394 0.079520 Expected Total MS Cnt: 9.55587 Backgound Scale: 0.731159. ITERATION NUMBER 423. Current Log-Posterior: 223667 Step Size: 63557.14112 Smoothing Hyper-parameters: 0.145828 0.043084 0.037070 0.094754 0.133295 0.096289 0.065098 Expected Total MS Cnt: 8.48144 Backgound Scale: 0.739051. ITERATION NUMBER 424. Current Log-Posterior: 179757 Step Size: -43909.97809 Smoothing Hyper-parameters: 0.120428 0.059617 0.134421 0.085682 0.050403 0.162507 0.066414 Expected Total MS Cnt: 15.0071 Backgound Scale: 0.742823. ITERATION NUMBER 425. Current Log-Posterior: 163596 Step Size: -16160.90774 Smoothing Hyper-parameters: 0.032616 0.075703 0.097177 0.107116 0.069629 0.049153 0.087079 Expected Total MS Cnt: 16.8218 Backgound Scale: 0.722678. ITERATION NUMBER 426. Current Log-Posterior: 425626 Step Size: 262030.7098 Smoothing Hyper-parameters: 0.081660 0.128443 0.047651 0.022435 0.081127 0.117667 0.136976 Expected Total MS Cnt: 17.5428 Backgound Scale: 0.728334. ITERATION NUMBER 427. Current Log-Posterior: 201882 Step Size: -223744.1762 Smoothing Hyper-parameters: 0.012934 0.029345 0.035592 0.133922 0.148960 0.025559 0.129186 Expected Total MS Cnt: 7.56144 Backgound Scale: 0.72929. ITERATION NUMBER 428. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.059059 0.101202 0.097250 0.118344 0.084914 0.075095 0.053867 Expected Total MS Cnt: 6.60204 Backgound Scale: 0.729466. ITERATION NUMBER 429. Current Log-Posterior: 248373 Step Size: -inf Smoothing Hyper-parameters: 0.108736 0.091037 0.092392 0.050137 0.006959 0.086375 0.060439 Expected Total MS Cnt: 7.44291 Backgound Scale: 0.738686. ITERATION NUMBER 430. Current Log-Posterior: 168662 Step Size: -79711.04956 Smoothing Hyper-parameters: 0.052323 0.037858 0.072466 0.083380 0.085419 0.035169 0.067933 Expected Total MS Cnt: 8.54159 Backgound Scale: 0.730749. ITERATION NUMBER 431. Current Log-Posterior: 328240 Step Size: 159578.7456 Smoothing Hyper-parameters: 0.036517 0.115569 0.107559 0.085932 0.115498 0.058775 0.135493 Expected Total MS Cnt: 10.542 Backgound Scale: 0.742915. ITERATION NUMBER 432. Current Log-Posterior: 370625 Step Size: 42384.77255 Smoothing Hyper-parameters: 0.072931 0.076609 0.129413 0.098590 0.013209 0.071123 0.102001 Expected Total MS Cnt: 15.9435 Backgound Scale: 0.724422. ITERATION NUMBER 433. Current Log-Posterior: 220350 Step Size: -150275.1336 Smoothing Hyper-parameters: 0.144390 0.144097 0.042874 0.135976 0.053967 0.050138 0.038381 Expected Total MS Cnt: 12.9184 Backgound Scale: 0.738261. ITERATION NUMBER 434. Current Log-Posterior: 131442 Step Size: -88907.81672 Smoothing Hyper-parameters: 0.039670 0.027253 0.047318 0.054035 0.039557 0.041899 0.129950 Expected Total MS Cnt: 16.3257 Backgound Scale: 0.725595. ITERATION NUMBER 435. Current Log-Posterior: 434541 Step Size: 303098.6161 Smoothing Hyper-parameters: 0.075990 0.067570 0.029589 0.082386 0.076143 0.056754 0.069285 Expected Total MS Cnt: 12.399 Backgound Scale: 0.729858. ITERATION NUMBER 436. Current Log-Posterior: 236072 Step Size: -198469.2309 Smoothing Hyper-parameters: 0.047686 0.112087 0.077210 0.041518 0.140599 0.105426 0.117177 Expected Total MS Cnt: 12.766 Backgound Scale: 0.734067. ITERATION NUMBER 437. Current Log-Posterior: 300167 Step Size: 64094.94514 Smoothing Hyper-parameters: 0.032340 0.045568 0.049004 0.160289 0.058834 0.135287 0.086855 Expected Total MS Cnt: 9.57609 Backgound Scale: 0.730913. ITERATION NUMBER 438. Current Log-Posterior: 460431 Step Size: 160264.4278 Smoothing Hyper-parameters: 0.092317 0.079730 0.047974 0.121636 0.098668 0.110427 0.091966 Expected Total MS Cnt: 16.4354 Backgound Scale: 0.733196. ITERATION NUMBER 439. Current Log-Posterior: 188681 Step Size: -271750.0631 Smoothing Hyper-parameters: 0.051030 0.029198 0.072053 0.046151 0.138263 0.074196 0.085457 Expected Total MS Cnt: 14.3927 Backgound Scale: 0.724968. ITERATION NUMBER 440. Current Log-Posterior: 358904 Step Size: 170222.7159 Smoothing Hyper-parameters: 0.047819 0.128328 0.078999 0.072003 0.114974 0.102712 0.080976 Expected Total MS Cnt: 20.2296 Backgound Scale: 0.732385. ITERATION NUMBER 441. Current Log-Posterior: 297615 Step Size: -61288.31514 Smoothing Hyper-parameters: 0.096162 0.083060 0.024910 0.092289 0.070263 0.128652 0.054456 Expected Total MS Cnt: 17.7116 Backgound Scale: 0.733171. ITERATION NUMBER 442. Current Log-Posterior: 199397 Step Size: -98218.00064 Smoothing Hyper-parameters: 0.091110 0.132220 0.084588 0.032963 0.095716 0.093847 0.086655 Expected Total MS Cnt: 20.2864 Backgound Scale: 0.738553. ITERATION NUMBER 443. Current Log-Posterior: 174683 Step Size: -24714.75944 Smoothing Hyper-parameters: 0.106423 0.056955 0.046582 0.071940 0.117579 0.067881 0.143453 Expected Total MS Cnt: 21.8721 Backgound Scale: 0.731341. ITERATION NUMBER 444. Current Log-Posterior: 189877 Step Size: 15194.80964 Smoothing Hyper-parameters: 0.046848 0.067204 0.102695 0.050375 0.088430 0.056187 0.086668 Expected Total MS Cnt: 15.3414 Backgound Scale: 0.733849. ITERATION NUMBER 445. Current Log-Posterior: 314126 Step Size: 124248.0392 Smoothing Hyper-parameters: 0.056936 0.080875 0.077796 0.033903 0.048249 0.106762 0.105988 Expected Total MS Cnt: 15.3084 Backgound Scale: 0.733789. ITERATION NUMBER 446. Current Log-Posterior: 268587 Step Size: -45538.95325 Smoothing Hyper-parameters: 0.016779 0.023088 0.136610 0.065812 0.102074 0.143504 0.117842 Expected Total MS Cnt: 13.3325 Backgound Scale: 0.728969. ITERATION NUMBER 447. Current Log-Posterior: 865166 Step Size: 596579.6942 Smoothing Hyper-parameters: 0.056098 0.103733 0.096105 0.042660 0.111481 0.128302 0.074168 Expected Total MS Cnt: 13.878 Backgound Scale: 0.720809. ITERATION NUMBER 448. Current Log-Posterior: 264957 Step Size: -600209.2219 Smoothing Hyper-parameters: 0.100369 0.078529 0.055431 0.106237 0.115110 0.028475 0.051609 Expected Total MS Cnt: 8.00202 Backgound Scale: 0.737953. ITERATION NUMBER 449. Current Log-Posterior: 179788 Step Size: -85169.4337 Smoothing Hyper-parameters: 0.091884 0.019835 0.134164 0.042194 0.057223 0.111332 0.137622 Expected Total MS Cnt: 10.5646 Backgound Scale: 0.729858. ITERATION NUMBER 450. Current Log-Posterior: 295443 Step Size: 115655.0441 Smoothing Hyper-parameters: 0.064594 0.116685 0.034586 0.054274 0.062809 0.058812 0.142098 Expected Total MS Cnt: 8.73627 Backgound Scale: 0.736122. ITERATION NUMBER 451. Current Log-Posterior: 243894 Step Size: -51548.5598 Smoothing Hyper-parameters: 0.032841 0.048623 0.096194 0.125950 0.154200 0.013739 0.135098 Expected Total MS Cnt: 11.1667 Backgound Scale: 0.726401. ITERATION NUMBER 452. Current Log-Posterior: 446457 Step Size: 202563.4002 Smoothing Hyper-parameters: 0.062695 0.123800 0.065772 0.045315 0.027755 0.077277 0.071894 Expected Total MS Cnt: 10.6077 Backgound Scale: 0.737691. ITERATION NUMBER 453. Current Log-Posterior: 239578 Step Size: -206879.2996 Smoothing Hyper-parameters: 0.012225 0.084867 0.126227 0.069766 0.079858 0.118334 0.138162 Expected Total MS Cnt: 10.395 Backgound Scale: 0.72571. ITERATION NUMBER 454. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.029014 0.080352 0.047890 0.067568 0.082830 0.018782 0.121549 Expected Total MS Cnt: 12.0887 Backgound Scale: 0.726092. ITERATION NUMBER 455. Current Log-Posterior: 487749 Step Size: -inf Smoothing Hyper-parameters: 0.098792 0.034522 0.090605 0.091222 0.114692 0.128101 0.062003 Expected Total MS Cnt: 18.533 Backgound Scale: 0.730004. ITERATION NUMBER 456. Current Log-Posterior: 226973 Step Size: -260776.1068 Smoothing Hyper-parameters: 0.105192 0.067347 0.018730 0.094575 0.123886 0.032648 0.145488 Expected Total MS Cnt: 8.93418 Backgound Scale: 0.731109. ITERATION NUMBER 457. Current Log-Posterior: 209519 Step Size: -17454.03814 Smoothing Hyper-parameters: 0.114382 0.055410 0.035464 0.089637 0.072226 0.068576 0.073642 Expected Total MS Cnt: 6.94843 Backgound Scale: 0.733177. ITERATION NUMBER 458. Current Log-Posterior: 187834 Step Size: -21685.16151 Smoothing Hyper-parameters: 0.014778 0.059042 0.068319 0.121656 0.094522 0.077953 0.088447 Expected Total MS Cnt: 5.72245 Backgound Scale: 0.736265. ITERATION NUMBER 459. Current Log-Posterior: 888369 Step Size: 700535.5507 Smoothing Hyper-parameters: 0.091109 0.038192 0.094344 0.006104 0.155193 0.067860 0.111647 Expected Total MS Cnt: 10.2158 Backgound Scale: 0.730491. ITERATION NUMBER 460. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.064997 0.086820 0.046203 0.096988 0.028855 0.073263 0.070950 Expected Total MS Cnt: 9.5185 Backgound Scale: 0.724305. ITERATION NUMBER 461. Current Log-Posterior: 246193 Step Size: -inf Smoothing Hyper-parameters: 0.115083 0.028734 0.111941 0.081984 0.040000 0.127205 0.096431 Expected Total MS Cnt: 12.3505 Backgound Scale: 0.734699. ITERATION NUMBER 462. Current Log-Posterior: 223408 Step Size: -22785.83354 Smoothing Hyper-parameters: 0.031168 0.055392 0.038827 0.072522 0.074473 0.017503 0.094858 Expected Total MS Cnt: 7.61223 Backgound Scale: 0.731154. ITERATION NUMBER 463. Current Log-Posterior: 467932 Step Size: 244524.7194 Smoothing Hyper-parameters: 0.086490 0.086393 0.060021 0.089707 0.081116 0.033956 0.095900 Expected Total MS Cnt: 9.42607 Backgound Scale: 0.733385. ITERATION NUMBER 464. Current Log-Posterior: 194436 Step Size: -273496.2217 Smoothing Hyper-parameters: 0.092436 0.117976 0.078041 0.089707 0.091183 0.104297 0.093419 Expected Total MS Cnt: 11.7235 Backgound Scale: 0.722324. ITERATION NUMBER 465. Current Log-Posterior: 174170 Step Size: -20265.68819 Smoothing Hyper-parameters: 0.103527 0.081489 0.112915 0.041780 0.050640 0.156393 0.119063 Expected Total MS Cnt: 10.6284 Backgound Scale: 0.735873. ITERATION NUMBER 466. Current Log-Posterior: 171020 Step Size: -3150.253809 Smoothing Hyper-parameters: 0.032874 0.104554 0.067019 0.154807 0.049587 0.078172 0.104457 Expected Total MS Cnt: 10.1781 Backgound Scale: 0.723547. ITERATION NUMBER 467. Current Log-Posterior: 411048 Step Size: 240028.0564 Smoothing Hyper-parameters: 0.095408 0.086332 0.087097 0.082369 0.038557 0.049776 0.113222 Expected Total MS Cnt: 7.18179 Backgound Scale: 0.738667. ITERATION NUMBER 468. Current Log-Posterior: 178975 Step Size: -232072.76 Smoothing Hyper-parameters: 0.024910 0.045607 0.092980 0.106375 0.094830 0.074625 0.083053 Expected Total MS Cnt: 5.17654 Backgound Scale: 0.710291. ITERATION NUMBER 469. Current Log-Posterior: 565871 Step Size: 386895.8112 Smoothing Hyper-parameters: 0.027436 0.088689 0.061060 0.050027 0.149590 0.074625 0.081886 Expected Total MS Cnt: 8.86863 Backgound Scale: 0.729198. ITERATION NUMBER 470. Current Log-Posterior: 495385 Step Size: -70486.44305 Smoothing Hyper-parameters: 0.119284 0.071569 0.080097 0.050226 0.053775 0.043144 0.021117 Expected Total MS Cnt: 2.85187 Backgound Scale: 0.734689. ITERATION NUMBER 471. Current Log-Posterior: 160668 Step Size: -334717.1754 Smoothing Hyper-parameters: 0.084859 0.022831 0.086440 0.038493 0.118958 0.044480 0.121654 Expected Total MS Cnt: 4.54478 Backgound Scale: 0.723151. ITERATION NUMBER 472. Current Log-Posterior: 295700 Step Size: 135032.0106 Smoothing Hyper-parameters: 0.041084 0.144464 0.113556 0.051785 0.065650 0.043979 0.042563 Expected Total MS Cnt: 5.77953 Backgound Scale: 0.742758. ITERATION NUMBER 473. Current Log-Posterior: 331703 Step Size: 36003.61394 Smoothing Hyper-parameters: 0.097820 0.075495 0.090063 0.073568 0.063636 0.096407 0.054564 Expected Total MS Cnt: 2.25276 Backgound Scale: 0.723054. ITERATION NUMBER 474. Current Log-Posterior: 181096 Step Size: -150607.4969 Smoothing Hyper-parameters: 0.114728 0.098409 0.099701 0.147009 0.129663 0.148679 0.067717 Expected Total MS Cnt: 6.25421 Backgound Scale: 0.72782. ITERATION NUMBER 475. Current Log-Posterior: 149167 Step Size: -31928.47238 Smoothing Hyper-parameters: 0.087805 0.043178 0.035897 0.084781 0.022445 0.138242 0.098180 Expected Total MS Cnt: 8.34223 Backgound Scale: 0.73824. ITERATION NUMBER 476. Current Log-Posterior: 236203 Step Size: 87035.21311 Smoothing Hyper-parameters: 0.108502 0.017287 0.061108 0.086235 0.059254 0.085248 0.051038 Expected Total MS Cnt: 10.3973 Backgound Scale: 0.725913. ITERATION NUMBER 477. Current Log-Posterior: 307974 Step Size: 71771.21075 Smoothing Hyper-parameters: 0.066921 0.015322 0.045889 0.091946 0.059030 0.121913 0.011801 Expected Total MS Cnt: 5.06601 Backgound Scale: 0.73203. ITERATION NUMBER 478. Current Log-Posterior: 396900 Step Size: 88926.17346 Smoothing Hyper-parameters: 0.079982 0.009321 0.042993 0.038046 0.062661 0.060371 0.102741 Expected Total MS Cnt: 3.4161 Backgound Scale: 0.730305. ITERATION NUMBER 479. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.025592 0.121807 0.023360 0.034203 0.117027 0.114382 0.117080 Expected Total MS Cnt: 8.30343 Backgound Scale: 0.733355. ITERATION NUMBER 480. Current Log-Posterior: 545820 Step Size: -inf Smoothing Hyper-parameters: 0.148605 0.119724 0.070638 0.059016 0.075934 0.093600 0.072384 Expected Total MS Cnt: 4.48864 Backgound Scale: 0.716486. ITERATION NUMBER 481. Current Log-Posterior: 124538 Step Size: -421281.3095 Smoothing Hyper-parameters: 0.091492 0.084003 0.040651 0.096780 0.086709 0.058214 0.106649 Expected Total MS Cnt: 6.41806 Backgound Scale: 0.737989. ITERATION NUMBER 482. Current Log-Posterior: 196591 Step Size: 72052.92512 Smoothing Hyper-parameters: 0.099509 0.103150 0.029124 0.106732 0.034256 0.044484 0.099606 Expected Total MS Cnt: 8.80817 Backgound Scale: 0.740006. ITERATION NUMBER 483. Current Log-Posterior: 184403 Step Size: -12188.62495 Smoothing Hyper-parameters: 0.091371 0.046084 0.086853 0.082798 0.092707 0.069745 0.060438 Expected Total MS Cnt: 10.1078 Backgound Scale: 0.729657. ITERATION NUMBER 484. Current Log-Posterior: 215477 Step Size: 31074.86097 Smoothing Hyper-parameters: 0.117884 0.009869 0.074646 0.070781 0.068040 0.062255 0.044884 Expected Total MS Cnt: 5.13288 Backgound Scale: 0.740881. ITERATION NUMBER 485. Current Log-Posterior: 428655 Step Size: 213177.8266 Smoothing Hyper-parameters: 0.063059 0.002995 0.068463 0.090704 0.071080 0.057319 0.073001 Expected Total MS Cnt: 6.01829 Backgound Scale: 0.739733. ITERATION NUMBER 486. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.052672 0.114784 0.124269 0.026918 0.060790 0.078515 0.111579 Expected Total MS Cnt: 10.5807 Backgound Scale: 0.729835. ITERATION NUMBER 487. Current Log-Posterior: 272761 Step Size: -inf Smoothing Hyper-parameters: 0.057644 0.104523 0.096808 0.050171 0.093270 0.111880 0.049153 Expected Total MS Cnt: 5.75448 Backgound Scale: 0.728062. ITERATION NUMBER 488. Current Log-Posterior: 255171 Step Size: -17589.91916 Smoothing Hyper-parameters: 0.093280 0.143999 0.124753 0.081965 0.050190 0.184590 0.120035 Expected Total MS Cnt: 9.00293 Backgound Scale: 0.728739. ITERATION NUMBER 489. Current Log-Posterior: 165342 Step Size: -89829.58178 Smoothing Hyper-parameters: 0.034348 0.006623 0.107489 0.021521 0.083382 0.101650 0.111564 Expected Total MS Cnt: 10.8709 Backgound Scale: 0.733215. ITERATION NUMBER 490. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.055361 0.043431 0.107802 0.059469 0.118488 0.046381 0.107543 Expected Total MS Cnt: 5.90726 Backgound Scale: 0.73111. ITERATION NUMBER 491. Current Log-Posterior: 302205 Step Size: -inf Smoothing Hyper-parameters: 0.061690 0.082770 0.060666 0.067398 0.057744 0.075511 0.119705 Expected Total MS Cnt: 10.1714 Backgound Scale: 0.72115. ITERATION NUMBER 492. Current Log-Posterior: 247610 Step Size: -54595.64639 Smoothing Hyper-parameters: 0.052881 0.055519 0.111974 0.145945 0.123487 0.036064 0.075437 Expected Total MS Cnt: 11.5509 Backgound Scale: 0.728641. ITERATION NUMBER 493. Current Log-Posterior: 292245 Step Size: 44635.35388 Smoothing Hyper-parameters: 0.113528 0.076091 0.108743 0.041111 0.068079 0.098292 0.104965 Expected Total MS Cnt: 8.70776 Backgound Scale: 0.736256. ITERATION NUMBER 494. Current Log-Posterior: 161671 Step Size: -130574.3368 Smoothing Hyper-parameters: 0.090454 0.101355 0.087753 0.045469 0.077592 0.109805 0.067004 Expected Total MS Cnt: 12.0813 Backgound Scale: 0.736311. ITERATION NUMBER 495. Current Log-Posterior: 181548 Step Size: 19877.74852 Smoothing Hyper-parameters: 0.108548 0.080335 0.056801 0.113287 0.108148 0.073374 0.108430 Expected Total MS Cnt: 12.6054 Backgound Scale: 0.725363. ITERATION NUMBER 496. Current Log-Posterior: 168811 Step Size: -12737.43081 Smoothing Hyper-parameters: 0.086749 0.033719 0.083840 0.010021 0.097673 0.064009 0.152967 Expected Total MS Cnt: 7.85416 Backgound Scale: 0.730556. ITERATION NUMBER 497. Current Log-Posterior: 258855 Step Size: 90044.2888 Smoothing Hyper-parameters: 0.043803 0.039984 0.094967 0.065162 0.086330 0.072440 0.070926 Expected Total MS Cnt: 14.8491 Backgound Scale: 0.736307. ITERATION NUMBER 498. Current Log-Posterior: 368817 Step Size: 109962.0255 Smoothing Hyper-parameters: 0.166980 0.082842 0.031230 0.088377 0.099409 0.106515 0.106145 Expected Total MS Cnt: 12.0183 Backgound Scale: 0.730713. ITERATION NUMBER 499. Current Log-Posterior: 141597 Step Size: -227220.15 Smoothing Hyper-parameters: 0.004877 0.048627 0.059328 0.092084 0.089586 0.078490 0.122847 Expected Total MS Cnt: 8.84247 Backgound Scale: 0.727302. ITERATION NUMBER 500. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.095935 0.113212 0.021153 0.064237 0.089851 0.065601 0.067730 Expected Total MS Cnt: 12.9128 Backgound Scale: 0.734475. ITERATION NUMBER 501. Current Log-Posterior: 199241 Step Size: -inf Smoothing Hyper-parameters: 0.119363 0.026271 0.071813 0.057282 0.077501 0.092243 0.106698 Expected Total MS Cnt: 7.45814 Backgound Scale: 0.728167. ITERATION NUMBER 502. Current Log-Posterior: 236009 Step Size: 36768.54919 Smoothing Hyper-parameters: 0.104832 0.022430 0.070239 0.038761 0.057172 0.019861 0.037605 Expected Total MS Cnt: 18.6527 Backgound Scale: 0.737656. ITERATION NUMBER 503. Current Log-Posterior: 266383 Step Size: 30373.76499 Smoothing Hyper-parameters: 0.088053 0.106588 0.056053 0.029500 0.086929 0.110435 0.027168 Expected Total MS Cnt: 8.36984 Backgound Scale: 0.723598. ITERATION NUMBER 504. Current Log-Posterior: 192480 Step Size: -73903.32208 Smoothing Hyper-parameters: 0.038737 0.074217 0.094377 0.079728 0.072433 0.097426 0.065829 Expected Total MS Cnt: 8.11176 Backgound Scale: 0.725713. ITERATION NUMBER 505. Current Log-Posterior: 372464 Step Size: 179984.161 Smoothing Hyper-parameters: 0.026852 0.069955 0.046777 0.094005 0.092632 0.046066 0.059316 Expected Total MS Cnt: 7.09514 Backgound Scale: 0.736631. ITERATION NUMBER 506. Current Log-Posterior: 519254 Step Size: 146790.5962 Smoothing Hyper-parameters: 0.059261 0.034215 0.022763 0.065082 0.016501 0.139030 0.047737 Expected Total MS Cnt: 3.76427 Backgound Scale: 0.729678. ITERATION NUMBER 507. Current Log-Posterior: 332839 Step Size: -186415.0586 Smoothing Hyper-parameters: 0.040691 0.023768 0.096607 0.118228 0.048114 0.053127 0.073219 Expected Total MS Cnt: 4.43382 Backgound Scale: 0.720532. ITERATION NUMBER 508. Current Log-Posterior: 442591 Step Size: 109751.966 Smoothing Hyper-parameters: 0.085056 0.062267 0.025549 0.010114 0.056350 0.033408 0.045987 Expected Total MS Cnt: 12.5239 Backgound Scale: 0.728622. ITERATION NUMBER 509. Current Log-Posterior: 244345 Step Size: -198246.2847 Smoothing Hyper-parameters: 0.091181 0.124984 0.081271 0.068488 0.090813 0.063070 0.051567 Expected Total MS Cnt: 7.91613 Backgound Scale: 0.721159. ITERATION NUMBER 510. Current Log-Posterior: 173023 Step Size: -71322.13589 Smoothing Hyper-parameters: 0.069330 0.053934 0.099644 0.113089 0.025252 0.065243 0.054110 Expected Total MS Cnt: 6.97607 Backgound Scale: 0.718885. ITERATION NUMBER 511. Current Log-Posterior: 247281 Step Size: 74257.72098 Smoothing Hyper-parameters: 0.052636 0.045671 0.108529 0.117881 0.063171 0.080902 0.058073 Expected Total MS Cnt: 9.82021 Backgound Scale: 0.743541. ITERATION NUMBER 512. Current Log-Posterior: 311158 Step Size: 63876.84721 Smoothing Hyper-parameters: 0.085256 0.078673 0.054373 0.073593 0.029915 0.097659 0.050763 Expected Total MS Cnt: 7.00269 Backgound Scale: 0.719861. ITERATION NUMBER 513. Current Log-Posterior: 202218 Step Size: -108940.0362 Smoothing Hyper-parameters: 0.060733 0.066998 0.093155 0.049018 0.071991 0.128898 0.060524 Expected Total MS Cnt: 9.70144 Backgound Scale: 0.726215. ITERATION NUMBER 514. Current Log-Posterior: 256372 Step Size: 54154.57198 Smoothing Hyper-parameters: 0.060308 0.082523 0.053713 0.122113 0.083098 0.039612 0.127592 Expected Total MS Cnt: 7.90624 Backgound Scale: 0.727114. ITERATION NUMBER 515. Current Log-Posterior: 261499 Step Size: 5127.092102 Smoothing Hyper-parameters: 0.053631 0.050649 0.129470 0.044065 0.069458 0.046643 0.142046 Expected Total MS Cnt: 5.54063 Backgound Scale: 0.734188. ITERATION NUMBER 516. Current Log-Posterior: 298288 Step Size: 36788.80015 Smoothing Hyper-parameters: 0.118212 0.030053 0.076975 0.137113 0.033864 0.144645 0.036902 Expected Total MS Cnt: 4.64782 Backgound Scale: 0.729783. ITERATION NUMBER 517. Current Log-Posterior: 219932 Step Size: -78355.96063 Smoothing Hyper-parameters: 0.035157 0.101422 0.050117 0.069000 0.087065 0.062575 0.121940 Expected Total MS Cnt: 12.9243 Backgound Scale: 0.729167. ITERATION NUMBER 518. Current Log-Posterior: 396367 Step Size: 176434.9852 Smoothing Hyper-parameters: 0.021110 0.127131 0.087189 0.060735 0.051552 0.079550 0.099558 Expected Total MS Cnt: 11.8289 Backgound Scale: 0.737007. ITERATION NUMBER 519. Current Log-Posterior: 623225 Step Size: 226858.0733 Smoothing Hyper-parameters: 0.050685 0.105671 0.047605 0.072109 0.066723 0.096811 0.053134 Expected Total MS Cnt: 14.6118 Backgound Scale: 0.723165. ITERATION NUMBER 520. Current Log-Posterior: 288948 Step Size: -334277.3941 Smoothing Hyper-parameters: 0.053116 0.028133 0.051707 0.085389 0.046125 0.054708 0.073524 Expected Total MS Cnt: 15.9516 Backgound Scale: 0.72366. ITERATION NUMBER 521. Current Log-Posterior: 360537 Step Size: 71589.81902 Smoothing Hyper-parameters: 0.110029 0.127662 0.120020 0.049151 0.044387 0.081361 0.052744 Expected Total MS Cnt: 12.4106 Backgound Scale: 0.730464. ITERATION NUMBER 522. Current Log-Posterior: 148841 Step Size: -211696.4048 Smoothing Hyper-parameters: 0.037078 0.074883 0.061743 0.045563 0.111789 0.137866 0.067566 Expected Total MS Cnt: 10.7733 Backgound Scale: 0.73927. ITERATION NUMBER 523. Current Log-Posterior: 385694 Step Size: 236852.5033 Smoothing Hyper-parameters: 0.027743 0.077135 0.091968 0.131025 0.141157 0.057990 0.124751 Expected Total MS Cnt: 6.09846 Backgound Scale: 0.734545. ITERATION NUMBER 524. Current Log-Posterior: 483673 Step Size: 97979.4593 Smoothing Hyper-parameters: 0.053897 0.126091 0.080938 0.077922 0.038361 0.058272 0.136485 Expected Total MS Cnt: 5.80382 Backgound Scale: 0.739633. ITERATION NUMBER 525. Current Log-Posterior: 266004 Step Size: -217668.6558 Smoothing Hyper-parameters: 0.143510 0.060468 0.068093 0.082896 0.080223 0.067358 0.092392 Expected Total MS Cnt: 10.8373 Backgound Scale: 0.73426. ITERATION NUMBER 526. Current Log-Posterior: 153459 Step Size: -112545.1466 Smoothing Hyper-parameters: 0.056379 0.125926 0.106577 0.087995 0.122941 0.054114 0.055227 Expected Total MS Cnt: 5.83568 Backgound Scale: 0.735592. ITERATION NUMBER 527. Current Log-Posterior: 251760 Step Size: 98301.06098 Smoothing Hyper-parameters: 0.064719 0.045287 0.110383 0.049334 0.078450 0.116044 0.027135 Expected Total MS Cnt: 10.8161 Backgound Scale: 0.732993. ITERATION NUMBER 528. Current Log-Posterior: 268644 Step Size: 16884.18116 Smoothing Hyper-parameters: 0.081699 0.060073 0.020867 0.079743 0.065137 0.063176 0.049820 Expected Total MS Cnt: 4.81883 Backgound Scale: 0.72802. ITERATION NUMBER 529. Current Log-Posterior: 241432 Step Size: -27212.59951 Smoothing Hyper-parameters: 0.109670 0.054703 0.039218 0.102580 0.062911 0.071132 0.049622 Expected Total MS Cnt: 6.54931 Backgound Scale: 0.729074. ITERATION NUMBER 530. Current Log-Posterior: 192420 Step Size: -49012.079 Smoothing Hyper-parameters: 0.079631 0.057864 0.082954 0.118948 0.050816 0.036454 0.068669 Expected Total MS Cnt: 11.8876 Backgound Scale: 0.727524. ITERATION NUMBER 531. Current Log-Posterior: 219249 Step Size: 26829.07066 Smoothing Hyper-parameters: 0.076788 0.073309 0.008312 0.095007 0.061159 0.091445 0.047854 Expected Total MS Cnt: 5.72277 Backgound Scale: 0.726988. ITERATION NUMBER 532. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.105433 0.012792 0.065416 0.057133 0.025179 0.069615 0.046551 Expected Total MS Cnt: 8.40441 Backgound Scale: 0.724896. ITERATION NUMBER 533. Current Log-Posterior: 369471 Step Size: -inf Smoothing Hyper-parameters: 0.040177 0.077262 0.008449 0.089515 0.029363 0.032644 0.053236 Expected Total MS Cnt: 3.34153 Backgound Scale: 0.724671. ITERATION NUMBER 534. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.026090 0.058778 0.054889 0.074076 0.083160 0.127463 0.120786 Expected Total MS Cnt: 7.07306 Backgound Scale: 0.726475. ITERATION NUMBER 535. Current Log-Posterior: 539959 Step Size: -inf Smoothing Hyper-parameters: 0.032969 0.073439 0.064745 0.082548 0.030900 0.036622 0.079564 Expected Total MS Cnt: 4.74512 Backgound Scale: 0.724101. ITERATION NUMBER 536. Current Log-Posterior: 426323 Step Size: -113635.509 Smoothing Hyper-parameters: 0.129310 0.033575 0.116133 0.090523 0.128584 0.087235 0.085451 Expected Total MS Cnt: 4.17719 Backgound Scale: 0.736717. ITERATION NUMBER 537. Current Log-Posterior: 201469 Step Size: -224854.3259 Smoothing Hyper-parameters: 0.106835 0.098197 0.094793 0.147217 0.121770 0.094057 0.093182 Expected Total MS Cnt: 4.37593 Backgound Scale: 0.729428. ITERATION NUMBER 538. Current Log-Posterior: 157751 Step Size: -43717.51392 Smoothing Hyper-parameters: 0.068602 0.082276 0.119583 0.027155 0.079633 0.094057 0.143214 Expected Total MS Cnt: 4.86122 Backgound Scale: 0.735069. ITERATION NUMBER 539. Current Log-Posterior: 230675 Step Size: 72923.89102 Smoothing Hyper-parameters: 0.075995 0.062288 0.087170 0.081783 0.081124 0.103850 0.096950 Expected Total MS Cnt: 4.9897 Backgound Scale: 0.736086. ITERATION NUMBER 540. Current Log-Posterior: 224051 Step Size: -6623.939369 Smoothing Hyper-parameters: 0.062240 0.102389 0.133323 0.067176 0.074599 0.057477 0.064938 Expected Total MS Cnt: 8.94103 Backgound Scale: 0.731076. ITERATION NUMBER 541. Current Log-Posterior: 239658 Step Size: 15606.94625 Smoothing Hyper-parameters: 0.060274 0.028765 0.066246 0.099069 0.136576 0.045562 0.096592 Expected Total MS Cnt: 9.89922 Backgound Scale: 0.727993. ITERATION NUMBER 542. Current Log-Posterior: 326274 Step Size: 86616.17235 Smoothing Hyper-parameters: 0.023340 0.089916 0.078616 0.079821 0.134190 0.016188 0.029214 Expected Total MS Cnt: 1.34438 Backgound Scale: 0.736369. ITERATION NUMBER 543. Current Log-Posterior: 573153 Step Size: 246878.4592 Smoothing Hyper-parameters: 0.086269 0.037416 0.122230 0.096541 0.077807 0.059452 0.035669 Expected Total MS Cnt: 7.35106 Backgound Scale: 0.724941. ITERATION NUMBER 544. Current Log-Posterior: 235258 Step Size: -337895.394 Smoothing Hyper-parameters: 0.009191 0.123848 0.102296 0.110996 0.059027 0.088717 0.058334 Expected Total MS Cnt: 7.30626 Backgound Scale: 0.737525. ITERATION NUMBER 545. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.085975 0.142655 0.045694 0.027976 0.080210 0.051422 0.052072 Expected Total MS Cnt: 6.27852 Backgound Scale: 0.730606. ITERATION NUMBER 546. Current Log-Posterior: 191406 Step Size: -inf Smoothing Hyper-parameters: 0.123098 0.071813 0.000293 0.083888 0.040210 0.117869 0.121582 Expected Total MS Cnt: 4.05515 Backgound Scale: 0.732857. ITERATION NUMBER 547. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.075382 0.092707 0.098123 0.086046 0.081535 0.072296 0.112987 Expected Total MS Cnt: 6.42067 Backgound Scale: 0.72569. ITERATION NUMBER 548. Current Log-Posterior: 208024 Step Size: -inf Smoothing Hyper-parameters: 0.068241 0.025147 0.079428 0.105611 0.142432 0.113898 0.087018 Expected Total MS Cnt: 8.88464 Backgound Scale: 0.730076. ITERATION NUMBER 549. Current Log-Posterior: 313818 Step Size: 105794.2384 Smoothing Hyper-parameters: 0.038048 0.065296 0.133079 0.074541 0.113606 0.072541 0.120626 Expected Total MS Cnt: 8.98879 Backgound Scale: 0.736191. ITERATION NUMBER 550. Current Log-Posterior: 376419 Step Size: 62600.99816 Smoothing Hyper-parameters: 0.128253 0.070016 0.125161 0.022582 0.080271 0.120852 0.053815 Expected Total MS Cnt: 9.68659 Backgound Scale: 0.737521. ITERATION NUMBER 551. Current Log-Posterior: 159422 Step Size: -216997.1026 Smoothing Hyper-parameters: 0.113904 0.011409 0.077810 0.069213 0.039254 0.106576 0.084400 Expected Total MS Cnt: 9.54545 Backgound Scale: 0.733999. ITERATION NUMBER 552. Current Log-Posterior: 388235 Step Size: 228813.4773 Smoothing Hyper-parameters: 0.131835 0.078030 0.086375 0.111112 0.059595 0.049220 0.102787 Expected Total MS Cnt: 7.85757 Backgound Scale: 0.724119. ITERATION NUMBER 553. Current Log-Posterior: 148380 Step Size: -239855.4822 Smoothing Hyper-parameters: 0.109365 0.150635 0.061025 0.071387 0.059370 0.107954 0.074462 Expected Total MS Cnt: 12.5329 Backgound Scale: 0.738897. ITERATION NUMBER 554. Current Log-Posterior: 149413 Step Size: 1032.859241 Smoothing Hyper-parameters: 0.057345 0.045652 0.062024 0.088660 0.104371 0.093794 0.086760 Expected Total MS Cnt: 10.5165 Backgound Scale: 0.729377. ITERATION NUMBER 555. Current Log-Posterior: 299990 Step Size: 150576.8225 Smoothing Hyper-parameters: 0.075810 0.049763 0.131340 0.082101 0.096084 0.154004 0.044205 Expected Total MS Cnt: 20.2846 Backgound Scale: 0.725529. ITERATION NUMBER 556. Current Log-Posterior: 233348 Step Size: -66641.13091 Smoothing Hyper-parameters: 0.072567 0.018575 0.032841 0.061350 0.098073 0.093416 0.060082 Expected Total MS Cnt: 19.5404 Backgound Scale: 0.73609. ITERATION NUMBER 557. Current Log-Posterior: 359796 Step Size: 126447.3105 Smoothing Hyper-parameters: 0.080514 0.082499 0.006087 0.096174 0.146664 0.059312 0.090460 Expected Total MS Cnt: 22.4067 Backgound Scale: 0.733285. ITERATION NUMBER 558. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.121795 0.096750 0.045826 0.040656 0.134260 0.079463 0.068789 Expected Total MS Cnt: 20.5233 Backgound Scale: 0.733184. ITERATION NUMBER 559. Current Log-Posterior: 157963 Step Size: -inf Smoothing Hyper-parameters: 0.041962 0.056834 0.099891 0.039979 0.083549 0.093431 0.059887 Expected Total MS Cnt: 17.8068 Backgound Scale: 0.728776. ITERATION NUMBER 560. Current Log-Posterior: 355296 Step Size: 197332.603 Smoothing Hyper-parameters: 0.103542 0.107863 0.030707 0.019427 0.077143 0.128491 0.112386 Expected Total MS Cnt: 12.767 Backgound Scale: 0.730402. ITERATION NUMBER 561. Current Log-Posterior: 183776 Step Size: -171519.5111 Smoothing Hyper-parameters: 0.033167 0.073037 0.101306 0.092219 0.120792 0.047756 0.088344 Expected Total MS Cnt: 20.8669 Backgound Scale: 0.725562. ITERATION NUMBER 562. Current Log-Posterior: 421370 Step Size: 237593.8686 Smoothing Hyper-parameters: 0.147183 0.058052 0.016793 0.140679 0.014229 0.075804 0.034649 Expected Total MS Cnt: 14.5491 Backgound Scale: 0.726893. ITERATION NUMBER 563. Current Log-Posterior: 189050 Step Size: -232319.5847 Smoothing Hyper-parameters: 0.144080 0.067251 0.107083 0.054219 0.042016 0.109998 0.131967 Expected Total MS Cnt: 14.4154 Backgound Scale: 0.742198. ITERATION NUMBER 564. Current Log-Posterior: 143488 Step Size: -45562.45161 Smoothing Hyper-parameters: 0.082455 0.114259 0.089375 0.049265 0.169016 0.096288 0.081630 Expected Total MS Cnt: 14.7356 Backgound Scale: 0.71683. ITERATION NUMBER 565. Current Log-Posterior: 188435 Step Size: 44947.23722 Smoothing Hyper-parameters: 0.003848 0.081919 0.068086 0.077886 0.160947 0.102145 0.142733 Expected Total MS Cnt: 21.3471 Backgound Scale: 0.733078. ITERATION NUMBER 566. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.045376 0.068243 0.097165 0.061571 0.094412 0.089705 0.167461 Expected Total MS Cnt: 20.2248 Backgound Scale: 0.738336. ITERATION NUMBER 567. Current Log-Posterior: 326613 Step Size: -inf Smoothing Hyper-parameters: 0.114777 0.100938 0.050208 0.026670 0.091401 0.058267 0.095899 Expected Total MS Cnt: 25.0905 Backgound Scale: 0.735491. ITERATION NUMBER 568. Current Log-Posterior: 162468 Step Size: -164145.0534 Smoothing Hyper-parameters: 0.108904 0.048806 0.115398 0.062519 0.089975 0.091899 0.127183 Expected Total MS Cnt: 23.3391 Backgound Scale: 0.722747. ITERATION NUMBER 569. Current Log-Posterior: 189652 Step Size: 27183.94625 Smoothing Hyper-parameters: 0.027877 0.044609 0.052583 0.017926 0.100978 0.062689 0.101857 Expected Total MS Cnt: 14.6131 Backgound Scale: 0.724025. ITERATION NUMBER 570. Current Log-Posterior: 533549 Step Size: 343897.2084 Smoothing Hyper-parameters: 0.020895 0.105068 0.139589 0.056912 0.089956 0.112947 0.048728 Expected Total MS Cnt: 11.2539 Backgound Scale: 0.734594. ITERATION NUMBER 571. Current Log-Posterior: 630290 Step Size: 96740.84775 Smoothing Hyper-parameters: 0.066138 0.085219 0.064870 0.036924 0.153622 0.114048 0.063520 Expected Total MS Cnt: 12.9668 Backgound Scale: 0.724691. ITERATION NUMBER 572. Current Log-Posterior: 236465 Step Size: -393824.301 Smoothing Hyper-parameters: 0.006200 0.037540 0.071830 0.036054 0.085339 0.064936 0.050022 Expected Total MS Cnt: 13.3778 Backgound Scale: 0.726583. ITERATION NUMBER 573. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.013834 0.052451 0.011585 0.073872 0.054749 0.033928 0.096075 Expected Total MS Cnt: 21.3229 Backgound Scale: 0.730221. ITERATION NUMBER 574. Current Log-Posterior: 1.01232e+06 Step Size: -inf Smoothing Hyper-parameters: 0.119936 0.023079 0.091893 0.025480 0.128214 0.035557 0.052921 Expected Total MS Cnt: 19.5754 Backgound Scale: 0.726276. ITERATION NUMBER 575. Current Log-Posterior: 251674 Step Size: -760649.5824 Smoothing Hyper-parameters: 0.062831 0.100082 0.078129 0.045837 0.021031 0.094511 0.087490 Expected Total MS Cnt: 14.1444 Backgound Scale: 0.732229. ITERATION NUMBER 576. Current Log-Posterior: 241178 Step Size: -10496.09132 Smoothing Hyper-parameters: 0.052823 0.083048 0.079371 0.115362 0.090224 0.159902 0.052534 Expected Total MS Cnt: 14.101 Backgound Scale: 0.722436. ITERATION NUMBER 577. Current Log-Posterior: 281052 Step Size: 39874.32806 Smoothing Hyper-parameters: 0.122185 0.042978 0.067218 0.112117 0.043064 0.136287 0.060490 Expected Total MS Cnt: 7.17158 Backgound Scale: 0.723184. ITERATION NUMBER 578. Current Log-Posterior: 186348 Step Size: -94704.49994 Smoothing Hyper-parameters: 0.155050 0.080300 0.070348 0.082578 0.084342 0.029361 0.152203 Expected Total MS Cnt: 12.8171 Backgound Scale: 0.717071. ITERATION NUMBER 579. Current Log-Posterior: 133433 Step Size: -52915.05278 Smoothing Hyper-parameters: 0.063071 0.040266 0.069569 0.051896 0.103176 0.080404 0.053836 Expected Total MS Cnt: 7.42025 Backgound Scale: 0.727431. ITERATION NUMBER 580. Current Log-Posterior: 285002 Step Size: 151569.0749 Smoothing Hyper-parameters: 0.034229 0.032895 0.149075 0.088704 0.083956 0.028784 0.109646 Expected Total MS Cnt: 11.3355 Backgound Scale: 0.723661. ITERATION NUMBER 581. Current Log-Posterior: 457556 Step Size: 172554.7406 Smoothing Hyper-parameters: 0.061006 0.093503 0.106871 0.050832 0.053100 0.069658 0.075429 Expected Total MS Cnt: 12.3934 Backgound Scale: 0.730432. ITERATION NUMBER 582. Current Log-Posterior: 245504 Step Size: -212052.3064 Smoothing Hyper-parameters: 0.092472 0.133326 0.017915 0.091834 0.049861 0.025584 0.099828 Expected Total MS Cnt: 7.70316 Backgound Scale: 0.727253. ITERATION NUMBER 583. Current Log-Posterior: 199108 Step Size: -46395.70025 Smoothing Hyper-parameters: 0.035519 0.040230 0.009644 0.041681 0.117035 0.049449 0.068870 Expected Total MS Cnt: 9.27068 Backgound Scale: 0.728067. ITERATION NUMBER 584. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.075516 0.056660 0.089772 0.057456 0.089842 0.077925 0.108619 Expected Total MS Cnt: 11.65 Backgound Scale: 0.723077. ITERATION NUMBER 585. Current Log-Posterior: 230032 Step Size: -inf Smoothing Hyper-parameters: 0.041917 0.027658 0.096559 0.116085 0.059269 0.069995 0.092814 Expected Total MS Cnt: 6.0233 Backgound Scale: 0.730109. ITERATION NUMBER 586. Current Log-Posterior: 411859 Step Size: 181827.4349 Smoothing Hyper-parameters: 0.037068 0.054161 0.081714 0.102073 0.048113 0.138134 0.094551 Expected Total MS Cnt: 9.50027 Backgound Scale: 0.730508. ITERATION NUMBER 587. Current Log-Posterior: 394850 Step Size: -17009.8326 Smoothing Hyper-parameters: 0.091813 0.117389 0.012117 0.056730 0.072639 0.061467 0.095331 Expected Total MS Cnt: 5.9868 Backgound Scale: 0.732797. ITERATION NUMBER 588. Current Log-Posterior: 226372 Step Size: -168478.12 Smoothing Hyper-parameters: 0.049642 0.030646 0.116000 0.088383 0.045507 0.030628 0.102870 Expected Total MS Cnt: 11.8966 Backgound Scale: 0.733846. ITERATION NUMBER 589. Current Log-Posterior: 358699 Step Size: 132327.5911 Smoothing Hyper-parameters: 0.052621 0.073475 0.108326 0.093503 0.064013 0.131708 0.052486 Expected Total MS Cnt: 17.3456 Backgound Scale: 0.721942. ITERATION NUMBER 590. Current Log-Posterior: 285243 Step Size: -73456.01017 Smoothing Hyper-parameters: 0.098550 0.068694 0.073011 0.027652 0.075768 0.023343 0.109544 Expected Total MS Cnt: 10.9565 Backgound Scale: 0.724465. ITERATION NUMBER 591. Current Log-Posterior: 189104 Step Size: -96139.43619 Smoothing Hyper-parameters: 0.114073 0.035298 0.051010 0.051928 0.069941 0.107603 0.072755 Expected Total MS Cnt: 14.1156 Backgound Scale: 0.735393. ITERATION NUMBER 592. Current Log-Posterior: 212923 Step Size: 23819.29547 Smoothing Hyper-parameters: 0.081454 0.040754 0.054397 0.063034 0.092864 0.087045 0.052837 Expected Total MS Cnt: 11.1695 Backgound Scale: 0.738038. ITERATION NUMBER 593. Current Log-Posterior: 244329 Step Size: 31406.00797 Smoothing Hyper-parameters: 0.057550 0.120412 0.038784 0.049345 0.039840 0.083858 0.125802 Expected Total MS Cnt: 10.3529 Backgound Scale: 0.725313. ITERATION NUMBER 594. Current Log-Posterior: 261495 Step Size: 17165.86833 Smoothing Hyper-parameters: 0.150066 0.015884 0.112518 0.084826 0.124045 0.062440 0.099780 Expected Total MS Cnt: 10.6809 Backgound Scale: 0.721814. ITERATION NUMBER 595. Current Log-Posterior: 285648 Step Size: 24153.50432 Smoothing Hyper-parameters: 0.112188 0.131251 0.068530 0.039750 0.057606 0.099310 0.140617 Expected Total MS Cnt: 12.1624 Backgound Scale: 0.727858. ITERATION NUMBER 596. Current Log-Posterior: 150986 Step Size: -134662.7571 Smoothing Hyper-parameters: 0.105413 0.133912 0.102846 0.055411 0.075213 0.046899 0.083731 Expected Total MS Cnt: 13.3004 Backgound Scale: 0.72593. ITERATION NUMBER 597. Current Log-Posterior: 152670 Step Size: 1684.40603 Smoothing Hyper-parameters: 0.112750 0.101983 0.043429 0.067980 0.108055 0.113993 0.057419 Expected Total MS Cnt: 16.4702 Backgound Scale: 0.724604. ITERATION NUMBER 598. Current Log-Posterior: 160318 Step Size: 7647.886865 Smoothing Hyper-parameters: 0.079761 0.075095 0.070990 0.134405 0.044773 0.147281 0.067768 Expected Total MS Cnt: 7.51743 Backgound Scale: 0.728754. ITERATION NUMBER 599. Current Log-Posterior: 205325 Step Size: 45006.93585 Smoothing Hyper-parameters: 0.077681 0.074119 0.084217 0.100200 0.080463 0.090084 0.071723 Expected Total MS Cnt: 7.83114 Backgound Scale: 0.722357. ITERATION NUMBER 600. Current Log-Posterior: 210346 Step Size: 5020.846332 Smoothing Hyper-parameters: 0.050023 0.106758 0.082769 0.075643 0.103852 0.092415 0.099167 Expected Total MS Cnt: 11.2532 Backgound Scale: 0.738917. ITERATION NUMBER 601. Current Log-Posterior: 287408 Step Size: 77062.39217 Smoothing Hyper-parameters: 0.034518 0.018503 0.140883 0.047967 0.049712 0.037805 0.083785 Expected Total MS Cnt: 8.71354 Backgound Scale: 0.730465. ITERATION NUMBER 602. Current Log-Posterior: 530610 Step Size: 243202.3438 Smoothing Hyper-parameters: 0.076400 0.097608 0.097822 0.093382 0.059637 0.065458 0.117794 Expected Total MS Cnt: 14.0855 Backgound Scale: 0.735273. ITERATION NUMBER 603. Current Log-Posterior: 203477 Step Size: -327133.7897 Smoothing Hyper-parameters: 0.007935 0.050283 0.060309 0.029483 0.066723 0.104135 0.161737 Expected Total MS Cnt: 15.5337 Backgound Scale: 0.724326. ITERATION NUMBER 604. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.028412 0.103621 0.133226 0.058526 0.072844 0.080340 0.126031 Expected Total MS Cnt: 12.4856 Backgound Scale: 0.737328. ITERATION NUMBER 605. Current Log-Posterior: 467555 Step Size: -inf Smoothing Hyper-parameters: 0.002682 0.012662 0.051822 0.114502 0.104009 0.030793 0.049460 Expected Total MS Cnt: 13.2514 Backgound Scale: 0.739987. ITERATION NUMBER 606. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.096435 0.116462 0.026551 0.032253 0.109638 0.075255 0.111411 Expected Total MS Cnt: 11.3423 Backgound Scale: 0.741228. ITERATION NUMBER 607. Current Log-Posterior: 192632 Step Size: -inf Smoothing Hyper-parameters: 0.075109 0.108713 0.058865 0.068906 0.074083 0.041174 0.079079 Expected Total MS Cnt: 12.377 Backgound Scale: 0.731763. ITERATION NUMBER 608. Current Log-Posterior: 210277 Step Size: 17645.17107 Smoothing Hyper-parameters: 0.074874 0.073776 0.074904 0.165016 0.057337 0.107584 0.097626 Expected Total MS Cnt: 11.9416 Backgound Scale: 0.727969. ITERATION NUMBER 609. Current Log-Posterior: 217943 Step Size: 7665.447729 Smoothing Hyper-parameters: 0.014462 0.097453 0.087090 0.087256 0.045818 0.058362 0.113708 Expected Total MS Cnt: 9.44331 Backgound Scale: 0.721121. ITERATION NUMBER 610. Current Log-Posterior: 886260 Step Size: 668316.9299 Smoothing Hyper-parameters: 0.040924 0.115885 0.074450 0.097453 0.051761 0.080613 0.070331 Expected Total MS Cnt: 12.912 Backgound Scale: 0.735214. ITERATION NUMBER 611. Current Log-Posterior: 338388 Step Size: -547872.155 Smoothing Hyper-parameters: 0.080817 0.067256 0.042530 0.066702 0.087430 0.093805 0.059579 Expected Total MS Cnt: 16.5328 Backgound Scale: 0.716677. ITERATION NUMBER 612. Current Log-Posterior: 219988 Step Size: -118399.6891 Smoothing Hyper-parameters: 0.082354 0.125630 0.077592 0.068190 0.055829 0.123138 0.110574 Expected Total MS Cnt: 11.9222 Backgound Scale: 0.737507. ITERATION NUMBER 613. Current Log-Posterior: 188873 Step Size: -31114.74727 Smoothing Hyper-parameters: 0.075998 0.062671 0.125559 0.039023 0.082714 0.046749 0.170079 Expected Total MS Cnt: 17.8418 Backgound Scale: 0.732995. ITERATION NUMBER 614. Current Log-Posterior: 221935 Step Size: 33061.39985 Smoothing Hyper-parameters: 0.137472 0.115491 0.091655 0.069549 0.024118 0.166764 0.128186 Expected Total MS Cnt: 6.56856 Backgound Scale: 0.724155. ITERATION NUMBER 615. Current Log-Posterior: 131426 Step Size: -90509.08187 Smoothing Hyper-parameters: 0.112183 0.083294 0.074541 0.081955 0.073061 0.139131 0.064343 Expected Total MS Cnt: 13.5719 Backgound Scale: 0.72708. ITERATION NUMBER 616. Current Log-Posterior: 161468 Step Size: 30042.54888 Smoothing Hyper-parameters: 0.132879 0.093222 0.059363 0.112617 0.080170 0.066990 0.097062 Expected Total MS Cnt: 8.70932 Backgound Scale: 0.723948. ITERATION NUMBER 617. Current Log-Posterior: 141699 Step Size: -19769.52101 Smoothing Hyper-parameters: 0.133864 0.032635 0.121904 0.046174 0.031728 0.074322 0.104019 Expected Total MS Cnt: 13.6238 Backgound Scale: 0.732474. ITERATION NUMBER 618. Current Log-Posterior: 202162 Step Size: 60463.54836 Smoothing Hyper-parameters: 0.097448 0.065315 0.124737 0.068146 0.029593 0.110687 0.112612 Expected Total MS Cnt: 10.4454 Backgound Scale: 0.726328. ITERATION NUMBER 619. Current Log-Posterior: 185421 Step Size: -16741.02065 Smoothing Hyper-parameters: 0.153483 0.085908 0.130041 0.086135 0.012968 0.044002 0.136489 Expected Total MS Cnt: 10.3196 Backgound Scale: 0.727838. ITERATION NUMBER 620. Current Log-Posterior: 131746 Step Size: -53675.17611 Smoothing Hyper-parameters: 0.145349 0.085189 0.031356 0.052830 0.138038 0.085832 0.084271 Expected Total MS Cnt: 16.3874 Backgound Scale: 0.722007. ITERATION NUMBER 621. Current Log-Posterior: 150207 Step Size: 18460.73459 Smoothing Hyper-parameters: 0.062559 0.068357 0.109834 0.114248 0.034359 0.139643 0.086687 Expected Total MS Cnt: 22.2164 Backgound Scale: 0.72167. ITERATION NUMBER 622. Current Log-Posterior: 247698 Step Size: 97491.21294 Smoothing Hyper-parameters: 0.048361 0.101087 0.043524 0.112745 0.065210 0.114585 0.068234 Expected Total MS Cnt: 18.2241 Backgound Scale: 0.731085. ITERATION NUMBER 623. Current Log-Posterior: 303017 Step Size: 55319.07821 Smoothing Hyper-parameters: 0.069048 0.080736 0.134644 0.076263 0.083871 0.055988 0.077454 Expected Total MS Cnt: 22.9707 Backgound Scale: 0.720803. ITERATION NUMBER 624. Current Log-Posterior: 224579 Step Size: -78438.11918 Smoothing Hyper-parameters: 0.136508 0.045457 0.065198 0.137563 0.084401 0.148054 0.079403 Expected Total MS Cnt: 10.9036 Backgound Scale: 0.727497. ITERATION NUMBER 625. Current Log-Posterior: 173299 Step Size: -51279.62572 Smoothing Hyper-parameters: 0.014113 0.111036 0.038348 0.073509 0.071957 0.099379 0.046141 Expected Total MS Cnt: 17.0372 Backgound Scale: 0.736445. ITERATION NUMBER 626. Current Log-Posterior: 930326 Step Size: 757026.6664 Smoothing Hyper-parameters: 0.072973 0.108097 0.130080 0.034407 0.099337 0.034813 0.059519 Expected Total MS Cnt: 6.19242 Backgound Scale: 0.735741. ITERATION NUMBER 627. Current Log-Posterior: 206766 Step Size: -723559.8936 Smoothing Hyper-parameters: 0.137458 0.061120 0.146435 0.043566 0.118412 0.142899 0.088699 Expected Total MS Cnt: 13.1945 Backgound Scale: 0.730096. ITERATION NUMBER 628. Current Log-Posterior: 150479 Step Size: -56287.15052 Smoothing Hyper-parameters: 0.077926 0.041111 0.043529 0.105923 0.090091 0.067926 0.018576 Expected Total MS Cnt: 9.29812 Backgound Scale: 0.724746. ITERATION NUMBER 629. Current Log-Posterior: 248017 Step Size: 97538.08158 Smoothing Hyper-parameters: 0.110547 0.075014 0.102348 0.094608 0.100400 0.098971 0.102308 Expected Total MS Cnt: 9.78284 Backgound Scale: 0.730174. ITERATION NUMBER 630. Current Log-Posterior: 164819 Step Size: -83198.00665 Smoothing Hyper-parameters: 0.070891 0.022068 0.081937 0.099945 0.118391 0.077604 0.092230 Expected Total MS Cnt: 12.3761 Backgound Scale: 0.737852. ITERATION NUMBER 631. Current Log-Posterior: 322480 Step Size: 157661.1054 Smoothing Hyper-parameters: 0.087506 0.052462 0.093014 0.061415 0.078143 0.106286 0.053147 Expected Total MS Cnt: 5.72586 Backgound Scale: 0.740066. ITERATION NUMBER 632. Current Log-Posterior: 211339 Step Size: -111141.1078 Smoothing Hyper-parameters: 0.060758 0.137309 0.085704 0.058901 0.066734 0.109208 0.069534 Expected Total MS Cnt: 14.899 Backgound Scale: 0.735694. ITERATION NUMBER 633. Current Log-Posterior: 237711 Step Size: 26371.89066 Smoothing Hyper-parameters: 0.070104 0.079554 0.038578 0.104259 0.092541 0.099844 0.066718 Expected Total MS Cnt: 5.31703 Backgound Scale: 0.726746. ITERATION NUMBER 634. Current Log-Posterior: 233866 Step Size: -3844.824069 Smoothing Hyper-parameters: 0.020786 0.101509 0.051439 0.034879 0.128508 0.007562 0.081748 Expected Total MS Cnt: 11.5729 Backgound Scale: 0.724242. ITERATION NUMBER 635. Current Log-Posterior: 635256 Step Size: 401389.8424 Smoothing Hyper-parameters: 0.076805 0.048447 0.096199 0.032371 0.059798 0.139808 0.148932 Expected Total MS Cnt: 10.9636 Backgound Scale: 0.731707. ITERATION NUMBER 636. Current Log-Posterior: 236632 Step Size: -398623.7894 Smoothing Hyper-parameters: 0.090192 0.056069 0.082488 0.051328 0.043248 0.085865 0.105149 Expected Total MS Cnt: 13.6467 Backgound Scale: 0.746063. ITERATION NUMBER 637. Current Log-Posterior: 203610 Step Size: -33021.72476 Smoothing Hyper-parameters: 0.061741 0.088833 0.085316 0.028085 0.089758 0.108544 0.073556 Expected Total MS Cnt: 11.8763 Backgound Scale: 0.730906. ITERATION NUMBER 638. Current Log-Posterior: 251501 Step Size: 47890.43154 Smoothing Hyper-parameters: 0.062892 0.074202 0.080793 0.069272 0.032430 0.035633 0.107874 Expected Total MS Cnt: 10.0473 Backgound Scale: 0.730107. ITERATION NUMBER 639. Current Log-Posterior: 252218 Step Size: 717.3112255 Smoothing Hyper-parameters: 0.032268 0.053870 0.085916 0.063207 0.095182 0.033527 0.117927 Expected Total MS Cnt: 13.9907 Backgound Scale: 0.735488. ITERATION NUMBER 640. Current Log-Posterior: 451353 Step Size: 199134.9609 Smoothing Hyper-parameters: 0.098532 0.094774 0.083048 0.119501 0.059626 0.052721 0.127912 Expected Total MS Cnt: 9.56692 Backgound Scale: 0.730523. ITERATION NUMBER 641. Current Log-Posterior: 169385 Step Size: -281967.661 Smoothing Hyper-parameters: 0.067868 0.033060 0.045762 0.084777 0.065794 0.074806 0.025360 Expected Total MS Cnt: 10.1686 Backgound Scale: 0.732584. ITERATION NUMBER 642. Current Log-Posterior: 289912 Step Size: 120526.7653 Smoothing Hyper-parameters: 0.148949 0.042935 0.048493 0.092523 0.065248 0.049983 0.054667 Expected Total MS Cnt: 11.964 Backgound Scale: 0.737377. ITERATION NUMBER 643. Current Log-Posterior: 172785 Step Size: -117127.488 Smoothing Hyper-parameters: 0.075479 0.011141 0.049522 0.043569 0.097047 0.062769 0.034141 Expected Total MS Cnt: 5.58662 Backgound Scale: 0.734786. ITERATION NUMBER 644. Current Log-Posterior: 445400 Step Size: 272615.6078 Smoothing Hyper-parameters: 0.046233 0.112761 0.042257 0.023863 0.097047 0.090158 0.022791 Expected Total MS Cnt: 10.8538 Backgound Scale: 0.736318. ITERATION NUMBER 645. Current Log-Posterior: 316395 Step Size: -129005.7418 Smoothing Hyper-parameters: 0.101960 0.060701 0.085726 0.027310 0.150510 0.046003 0.127395 Expected Total MS Cnt: 8.46745 Backgound Scale: 0.738108. ITERATION NUMBER 646. Current Log-Posterior: 188014 Step Size: -128380.3377 Smoothing Hyper-parameters: 0.105961 0.086059 0.059008 0.062498 0.097033 0.102973 0.072261 Expected Total MS Cnt: 7.44164 Backgound Scale: 0.740475. ITERATION NUMBER 647. Current Log-Posterior: 168077 Step Size: -19936.90053 Smoothing Hyper-parameters: 0.081851 0.128260 0.034316 0.120961 0.116802 0.130503 0.035955 Expected Total MS Cnt: 4.81521 Backgound Scale: 0.723445. ITERATION NUMBER 648. Current Log-Posterior: 199146 Step Size: 31069.13109 Smoothing Hyper-parameters: 0.042410 0.087311 0.035423 0.092403 0.116802 0.091120 0.148027 Expected Total MS Cnt: 1.64223 Backgound Scale: 0.733584. ITERATION NUMBER 649. Current Log-Posterior: 346781 Step Size: 147634.4253 Smoothing Hyper-parameters: 0.132341 0.113204 0.073021 0.125423 0.055638 0.073275 0.082811 Expected Total MS Cnt: 3.32021 Backgound Scale: 0.729299. ITERATION NUMBER 650. Current Log-Posterior: 134862 Step Size: -211918.6701 Smoothing Hyper-parameters: 0.053973 0.056400 0.080619 0.048577 0.018035 0.103563 0.018851 Expected Total MS Cnt: 4.24882 Backgound Scale: 0.728038. ITERATION NUMBER 651. Current Log-Posterior: 294880 Step Size: 160018.0269 Smoothing Hyper-parameters: 0.099324 0.037508 0.071836 0.062762 0.036144 0.047988 0.115546 Expected Total MS Cnt: 4.66196 Backgound Scale: 0.733052. ITERATION NUMBER 652. Current Log-Posterior: 220189 Step Size: -74690.82759 Smoothing Hyper-parameters: 0.096052 0.032137 0.085192 0.113276 0.109140 0.047434 0.079150 Expected Total MS Cnt: 2.84823 Backgound Scale: 0.730895. ITERATION NUMBER 653. Current Log-Posterior: 234439 Step Size: 14249.1465 Smoothing Hyper-parameters: 0.071658 0.166340 0.030035 0.048164 0.033164 0.092253 0.010131 Expected Total MS Cnt: 5.42843 Backgound Scale: 0.729301. ITERATION NUMBER 654. Current Log-Posterior: 222096 Step Size: -12342.03364 Smoothing Hyper-parameters: 0.109561 0.061740 0.074536 0.095100 0.063747 0.092319 0.037451 Expected Total MS Cnt: 7.49368 Backgound Scale: 0.722199. ITERATION NUMBER 655. Current Log-Posterior: 177848 Step Size: -44248.42717 Smoothing Hyper-parameters: 0.060267 0.105882 0.097081 0.127264 0.068596 0.036767 0.048401 Expected Total MS Cnt: 3.88793 Backgound Scale: 0.740602. ITERATION NUMBER 656. Current Log-Posterior: 241817 Step Size: 63968.90372 Smoothing Hyper-parameters: 0.048227 0.030766 0.113116 0.066760 0.043556 0.120811 0.107840 Expected Total MS Cnt: 5.52751 Backgound Scale: 0.735979. ITERATION NUMBER 657. Current Log-Posterior: 364124 Step Size: 122307.222 Smoothing Hyper-parameters: 0.050058 0.106306 0.047755 0.097019 0.097576 0.073917 0.064410 Expected Total MS Cnt: 11.8765 Backgound Scale: 0.728005. ITERATION NUMBER 658. Current Log-Posterior: 292244 Step Size: -71880.39915 Smoothing Hyper-parameters: 0.011016 0.055778 0.117139 0.080083 0.069766 0.098013 0.064173 Expected Total MS Cnt: 18.3433 Backgound Scale: 0.730663. ITERATION NUMBER 659. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.005926 0.136360 0.027066 0.094841 0.127986 0.109746 0.110551 Expected Total MS Cnt: 8.19703 Backgound Scale: 0.733615. ITERATION NUMBER 660. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.090562 0.077728 0.084937 0.073834 0.069655 0.079531 0.100231 Expected Total MS Cnt: 12.654 Backgound Scale: 0.736902. ITERATION NUMBER 661. Current Log-Posterior: 189467 Step Size: -inf Smoothing Hyper-parameters: 0.032680 0.047246 0.028512 0.025526 0.214548 0.070325 0.077960 Expected Total MS Cnt: 7.38684 Backgound Scale: 0.726868. ITERATION NUMBER 662. Current Log-Posterior: 474355 Step Size: 284887.3258 Smoothing Hyper-parameters: 0.059869 0.064995 0.074881 0.043033 0.137312 0.050957 0.110786 Expected Total MS Cnt: 3.85449 Backgound Scale: 0.72801. ITERATION NUMBER 663. Current Log-Posterior: 266381 Step Size: -207973.692 Smoothing Hyper-parameters: 0.044219 0.082799 0.103914 0.030541 0.095646 0.103765 0.043965 Expected Total MS Cnt: 8.16227 Backgound Scale: 0.738739. ITERATION NUMBER 664. Current Log-Posterior: 324640 Step Size: 58259.04042 Smoothing Hyper-parameters: 0.108590 0.088567 0.072707 0.026894 0.051467 0.117479 0.067849 Expected Total MS Cnt: 10.1849 Backgound Scale: 0.725105. ITERATION NUMBER 665. Current Log-Posterior: 166212 Step Size: -158428.2393 Smoothing Hyper-parameters: 0.030565 0.005258 0.128487 0.054289 0.055049 0.033546 0.057512 Expected Total MS Cnt: 7.33976 Backgound Scale: 0.740396. ITERATION NUMBER 666. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.074264 0.066556 0.015124 0.041969 0.034874 0.070333 0.118642 Expected Total MS Cnt: 4.0796 Backgound Scale: 0.724977. ITERATION NUMBER 667. Current Log-Posterior: 269414 Step Size: -inf Smoothing Hyper-parameters: 0.050332 0.031126 0.058239 0.044890 0.104066 0.036145 0.016688 Expected Total MS Cnt: 2.74549 Backgound Scale: 0.727122. ITERATION NUMBER 668. Current Log-Posterior: 360025 Step Size: 90610.39553 Smoothing Hyper-parameters: 0.076740 0.064454 0.063639 0.056281 0.070026 0.124398 0.089243 Expected Total MS Cnt: 1.65333 Backgound Scale: 0.727802. ITERATION NUMBER 669. Current Log-Posterior: 225891 Step Size: -134133.1444 Smoothing Hyper-parameters: 0.054258 0.058055 0.038087 0.090869 0.138289 0.014729 0.050936 Expected Total MS Cnt: 4.03677 Backgound Scale: 0.73771. ITERATION NUMBER 670. Current Log-Posterior: 303422 Step Size: 77530.17985 Smoothing Hyper-parameters: 0.014347 0.053724 0.038450 0.115327 0.111791 0.080773 0.149996 Expected Total MS Cnt: 7.36818 Backgound Scale: 0.732413. ITERATION NUMBER 671. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.060683 0.025865 0.057375 0.068484 0.123490 0.103363 0.113608 Expected Total MS Cnt: 8.24938 Backgound Scale: 0.731714. ITERATION NUMBER 672. Current Log-Posterior: 336471 Step Size: -inf Smoothing Hyper-parameters: 0.076675 0.057577 0.039655 0.071182 0.028996 0.092220 0.103567 Expected Total MS Cnt: 10.6428 Backgound Scale: 0.735761. ITERATION NUMBER 673. Current Log-Posterior: 240156 Step Size: -96314.82653 Smoothing Hyper-parameters: 0.043628 0.060781 0.100999 0.030900 0.089775 0.076829 0.053132 Expected Total MS Cnt: 11.4829 Backgound Scale: 0.73321. ITERATION NUMBER 674. Current Log-Posterior: 344631 Step Size: 104475.2387 Smoothing Hyper-parameters: 0.008741 0.115493 0.072981 0.076455 0.023366 0.110120 0.079842 Expected Total MS Cnt: 14.5982 Backgound Scale: 0.7297. ITERATION NUMBER 675. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.036087 0.079494 0.043373 0.099118 0.058689 0.041714 0.038462 Expected Total MS Cnt: 15.8438 Backgound Scale: 0.736519. ITERATION NUMBER 676. Current Log-Posterior: 396561 Step Size: -inf Smoothing Hyper-parameters: 0.012251 0.113603 0.081394 0.070717 0.069993 0.033493 0.069399 Expected Total MS Cnt: 9.58847 Backgound Scale: 0.72055. ITERATION NUMBER 677. Current Log-Posterior: 1.04562e+06 Step Size: 649055.9264 Smoothing Hyper-parameters: 0.059397 0.079386 0.043285 0.069804 0.104310 0.017601 0.141292 Expected Total MS Cnt: 8.63938 Backgound Scale: 0.725726. ITERATION NUMBER 678. Current Log-Posterior: 267851 Step Size: -777765.1346 Smoothing Hyper-parameters: 0.114522 0.061982 0.107421 0.066972 0.145674 0.088821 0.025179 Expected Total MS Cnt: 11.7857 Backgound Scale: 0.729379. ITERATION NUMBER 679. Current Log-Posterior: 172081 Step Size: -95770.46209 Smoothing Hyper-parameters: 0.134512 0.097363 0.061798 0.085879 0.138081 0.044658 0.083440 Expected Total MS Cnt: 3.98005 Backgound Scale: 0.724817. ITERATION NUMBER 680. Current Log-Posterior: 140993 Step Size: -31087.83186 Smoothing Hyper-parameters: 0.078352 0.125965 0.095880 0.073552 0.014629 0.101808 0.149507 Expected Total MS Cnt: 5.89653 Backgound Scale: 0.730215. ITERATION NUMBER 681. Current Log-Posterior: 197300 Step Size: 56306.92248 Smoothing Hyper-parameters: 0.126772 0.099675 0.059340 0.008726 0.147298 0.016989 0.138113 Expected Total MS Cnt: 6.02231 Backgound Scale: 0.729652. ITERATION NUMBER 682. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.138110 0.081811 0.090596 0.049689 0.050567 0.042486 0.030001 Expected Total MS Cnt: 3.89424 Backgound Scale: 0.726279. ITERATION NUMBER 683. Current Log-Posterior: 146244 Step Size: -inf Smoothing Hyper-parameters: 0.071750 0.007266 0.042699 0.022158 0.053075 0.071547 0.006022 Expected Total MS Cnt: 3.45612 Backgound Scale: 0.736103. ITERATION NUMBER 684. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.029422 0.054863 0.102644 0.124025 0.081542 0.135977 0.110526 Expected Total MS Cnt: 6.5775 Backgound Scale: 0.733531. ITERATION NUMBER 685. Current Log-Posterior: 482345 Step Size: -inf Smoothing Hyper-parameters: 0.059009 0.072747 0.076635 0.091513 0.069576 0.047139 0.045924 Expected Total MS Cnt: 2.56475 Backgound Scale: 0.727026. ITERATION NUMBER 686. Current Log-Posterior: 263296 Step Size: -219048.8813 Smoothing Hyper-parameters: 0.113752 0.010485 0.065268 0.031573 0.023455 0.025128 0.093736 Expected Total MS Cnt: 3.36682 Backgound Scale: 0.727072. ITERATION NUMBER 687. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.047786 0.083669 0.087263 0.077025 0.071252 0.046771 0.066390 Expected Total MS Cnt: 5.78364 Backgound Scale: 0.735058. ITERATION NUMBER 688. Current Log-Posterior: 304699 Step Size: -inf Smoothing Hyper-parameters: 0.117958 0.092296 0.079585 0.057738 0.103236 0.050060 0.079435 Expected Total MS Cnt: 3.18242 Backgound Scale: 0.725841. ITERATION NUMBER 689. Current Log-Posterior: 153049 Step Size: -151649.4716 Smoothing Hyper-parameters: 0.124996 0.079765 0.098470 0.107144 0.099448 0.028826 0.024974 Expected Total MS Cnt: 2.71127 Backgound Scale: 0.73489. ITERATION NUMBER 690. Current Log-Posterior: 150428 Step Size: -2621.082525 Smoothing Hyper-parameters: 0.075323 0.036359 0.127580 0.067889 0.061629 0.052034 0.118743 Expected Total MS Cnt: 0.489035 Backgound Scale: 0.734673. ITERATION NUMBER 691. Current Log-Posterior: 256330 Step Size: 105902.3378 Smoothing Hyper-parameters: 0.101407 0.049249 0.038773 0.067808 0.100650 0.029793 0.023991 Expected Total MS Cnt: 4.23994 Backgound Scale: 0.72331. ITERATION NUMBER 692. Current Log-Posterior: 208073 Step Size: -48257.31587 Smoothing Hyper-parameters: 0.100250 0.127913 0.089152 0.153429 0.011055 0.074838 0.090190 Expected Total MS Cnt: 6.30985 Backgound Scale: 0.730965. ITERATION NUMBER 693. Current Log-Posterior: 162767 Step Size: -45305.86303 Smoothing Hyper-parameters: 0.028672 0.046987 0.125107 0.042608 0.032504 0.037114 0.086135 Expected Total MS Cnt: 4.2647 Backgound Scale: 0.733632. ITERATION NUMBER 694. Current Log-Posterior: 497357 Step Size: 334589.9814 Smoothing Hyper-parameters: 0.091644 0.116616 0.104929 0.126538 0.030528 0.046854 0.085010 Expected Total MS Cnt: 5.44266 Backgound Scale: 0.718939. ITERATION NUMBER 695. Current Log-Posterior: 171668 Step Size: -325689.0747 Smoothing Hyper-parameters: 0.082066 0.151293 0.066947 0.078055 0.107476 0.089980 0.033679 Expected Total MS Cnt: 4.53868 Backgound Scale: 0.726681. ITERATION NUMBER 696. Current Log-Posterior: 185086 Step Size: 13417.74491 Smoothing Hyper-parameters: 0.062821 0.083458 0.062063 0.049523 0.116570 0.024294 0.048115 Expected Total MS Cnt: 4.5725 Backgound Scale: 0.71911. ITERATION NUMBER 697. Current Log-Posterior: 251029 Step Size: 65943.5987 Smoothing Hyper-parameters: 0.009951 0.052913 0.057590 0.049403 0.044179 0.063061 0.037210 Expected Total MS Cnt: 6.42333 Backgound Scale: 0.730413. ITERATION NUMBER 698. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.056257 0.110161 0.091738 0.042741 0.101636 0.086204 0.048846 Expected Total MS Cnt: 4.71526 Backgound Scale: 0.740209. ITERATION NUMBER 699. Current Log-Posterior: 258633 Step Size: -inf Smoothing Hyper-parameters: 0.074850 0.040692 0.107900 0.074811 0.134436 0.092516 0.086832 Expected Total MS Cnt: 12.4855 Backgound Scale: 0.734325. ITERATION NUMBER 700. Current Log-Posterior: 251025 Step Size: -7608.80312 Smoothing Hyper-parameters: 0.009705 0.054522 0.052601 0.117251 0.115773 0.119819 0.063661 Expected Total MS Cnt: 10.1282 Backgound Scale: 0.72112. ITERATION NUMBER 701. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.041790 0.069563 0.116714 0.079491 0.079605 0.070627 0.084234 Expected Total MS Cnt: 9.95324 Backgound Scale: 0.728022. ITERATION NUMBER 702. Current Log-Posterior: 344186 Step Size: -inf Smoothing Hyper-parameters: 0.028262 0.040252 0.066204 0.055646 0.059355 0.135100 0.050927 Expected Total MS Cnt: 8.04635 Backgound Scale: 0.716876. ITERATION NUMBER 703. Current Log-Posterior: 528358 Step Size: 184172.1792 Smoothing Hyper-parameters: 0.018348 0.031002 0.104651 0.057407 0.077947 0.012678 0.061209 Expected Total MS Cnt: 5.47185 Backgound Scale: 0.732536. ITERATION NUMBER 704. Current Log-Posterior: 779264 Step Size: 250905.8576 Smoothing Hyper-parameters: 0.081518 0.055815 0.086392 0.121147 0.172717 0.090898 0.104778 Expected Total MS Cnt: 6.41007 Backgound Scale: 0.729823. ITERATION NUMBER 705. Current Log-Posterior: 216829 Step Size: -562435.0171 Smoothing Hyper-parameters: 0.055994 0.046058 0.085281 0.066513 0.123452 0.036658 0.119617 Expected Total MS Cnt: 5.933 Backgound Scale: 0.728537. ITERATION NUMBER 706. Current Log-Posterior: 301998 Step Size: 85169.36837 Smoothing Hyper-parameters: 0.075314 0.083860 0.030398 0.088048 0.087841 0.165378 0.087132 Expected Total MS Cnt: 6.43294 Backgound Scale: 0.732903. ITERATION NUMBER 707. Current Log-Posterior: 227045 Step Size: -74953.10895 Smoothing Hyper-parameters: 0.082770 0.116962 0.047105 0.038806 0.087477 0.020163 0.097589 Expected Total MS Cnt: 4.39508 Backgound Scale: 0.738404. ITERATION NUMBER 708. Current Log-Posterior: 199223 Step Size: -27822.31356 Smoothing Hyper-parameters: 0.069195 0.021045 0.064697 0.067841 0.119013 0.058445 0.061396 Expected Total MS Cnt: 7.23776 Backgound Scale: 0.727407. ITERATION NUMBER 709. Current Log-Posterior: 338998 Step Size: 139775.8511 Smoothing Hyper-parameters: 0.030156 0.071889 0.095422 0.121736 0.112620 0.082330 0.049034 Expected Total MS Cnt: 11.7135 Backgound Scale: 0.727958. ITERATION NUMBER 710. Current Log-Posterior: 459960 Step Size: 120961.398 Smoothing Hyper-parameters: 0.042744 0.063060 0.067068 0.166771 0.081394 0.078229 0.093016 Expected Total MS Cnt: 6.23313 Backgound Scale: 0.726428. ITERATION NUMBER 711. Current Log-Posterior: 345110 Step Size: -114849.3999 Smoothing Hyper-parameters: 0.099065 0.013495 0.092008 0.017558 0.093475 0.114690 0.073158 Expected Total MS Cnt: 9.13593 Backgound Scale: 0.724615. ITERATION NUMBER 712. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.039663 0.055345 0.051039 0.127744 0.046169 0.050145 0.093784 Expected Total MS Cnt: 4.34695 Backgound Scale: 0.720187. ITERATION NUMBER 713. Current Log-Posterior: 381989 Step Size: -inf Smoothing Hyper-parameters: 0.137867 0.033740 0.058034 0.126362 0.103207 0.114796 0.073533 Expected Total MS Cnt: 9.42443 Backgound Scale: 0.71795. ITERATION NUMBER 714. Current Log-Posterior: 196644 Step Size: -185344.4456 Smoothing Hyper-parameters: 0.061543 0.130933 0.019829 0.054568 0.096036 0.086365 0.122229 Expected Total MS Cnt: 8.30283 Backgound Scale: 0.719508. ITERATION NUMBER 715. Current Log-Posterior: 266299 Step Size: 69654.63214 Smoothing Hyper-parameters: 0.064261 0.112980 0.110600 0.089767 0.052076 0.076175 0.099418 Expected Total MS Cnt: 9.6027 Backgound Scale: 0.731445. ITERATION NUMBER 716. Current Log-Posterior: 228665 Step Size: -37633.4849 Smoothing Hyper-parameters: 0.073968 0.038555 0.013034 0.086437 0.011122 0.102195 0.125685 Expected Total MS Cnt: 10.7767 Backgound Scale: 0.749516. ITERATION NUMBER 717. Current Log-Posterior: 317760 Step Size: 89094.82273 Smoothing Hyper-parameters: 0.109899 0.070531 0.049869 0.109406 0.055865 0.069460 0.123554 Expected Total MS Cnt: 8.93012 Backgound Scale: 0.743677. ITERATION NUMBER 718. Current Log-Posterior: 174484 Step Size: -143276.5529 Smoothing Hyper-parameters: 0.083513 0.050545 0.100027 0.041797 0.094089 0.109490 0.091626 Expected Total MS Cnt: 10.9751 Backgound Scale: 0.725805. ITERATION NUMBER 719. Current Log-Posterior: 223113 Step Size: 48629.45237 Smoothing Hyper-parameters: 0.035031 0.080078 0.053398 0.054545 0.045717 0.105927 0.046493 Expected Total MS Cnt: 10.5195 Backgound Scale: 0.741204. ITERATION NUMBER 720. Current Log-Posterior: 408374 Step Size: 185261.3342 Smoothing Hyper-parameters: 0.119053 0.114156 0.091039 0.068402 0.066386 0.019188 0.051847 Expected Total MS Cnt: 8.58603 Backgound Scale: 0.73302. ITERATION NUMBER 721. Current Log-Posterior: 144891 Step Size: -263483.6678 Smoothing Hyper-parameters: 0.087238 0.068071 0.065736 0.074112 0.069204 0.039040 0.136735 Expected Total MS Cnt: 16.982 Backgound Scale: 0.73425. ITERATION NUMBER 722. Current Log-Posterior: 199979 Step Size: 55088.18161 Smoothing Hyper-parameters: 0.074042 0.113632 0.042400 0.108110 0.085442 0.109479 0.130299 Expected Total MS Cnt: 12.5982 Backgound Scale: 0.733914. ITERATION NUMBER 723. Current Log-Posterior: 211724 Step Size: 11745.17724 Smoothing Hyper-parameters: 0.112683 0.082609 0.044465 0.110108 0.044918 0.044242 0.053009 Expected Total MS Cnt: 17.6212 Backgound Scale: 0.730923. ITERATION NUMBER 724. Current Log-Posterior: 166836 Step Size: -44888.0168 Smoothing Hyper-parameters: 0.138190 0.131970 0.075414 0.101355 0.093952 0.016069 0.100035 Expected Total MS Cnt: 11.1598 Backgound Scale: 0.722802. ITERATION NUMBER 725. Current Log-Posterior: 129347 Step Size: -37489.05995 Smoothing Hyper-parameters: 0.120719 0.079892 0.116922 0.108705 0.067048 0.096994 0.126459 Expected Total MS Cnt: 14.5168 Backgound Scale: 0.721954. ITERATION NUMBER 726. Current Log-Posterior: 151827 Step Size: 22480.31013 Smoothing Hyper-parameters: 0.081258 0.036805 0.104550 0.087909 0.093726 0.035812 0.043450 Expected Total MS Cnt: 13.2093 Backgound Scale: 0.721493. ITERATION NUMBER 727. Current Log-Posterior: 242478 Step Size: 90650.39274 Smoothing Hyper-parameters: 0.064437 0.051022 0.071030 0.065240 0.050920 0.073824 0.116701 Expected Total MS Cnt: 23.902 Backgound Scale: 0.728948. ITERATION NUMBER 728. Current Log-Posterior: 267087 Step Size: 24609.01491 Smoothing Hyper-parameters: 0.028351 0.071856 0.063660 0.056405 0.039075 0.146079 0.146757 Expected Total MS Cnt: 19.6903 Backgound Scale: 0.7309. ITERATION NUMBER 729. Current Log-Posterior: 487833 Step Size: 220746.5964 Smoothing Hyper-parameters: 0.004759 0.154422 0.093514 0.076887 0.053933 0.100930 0.079104 Expected Total MS Cnt: 19.8877 Backgound Scale: 0.722856. ITERATION NUMBER 730. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.041113 0.052409 0.060783 0.019121 0.102744 0.056623 0.130285 Expected Total MS Cnt: 19.6433 Backgound Scale: 0.723829. ITERATION NUMBER 731. Current Log-Posterior: 378231 Step Size: -inf Smoothing Hyper-parameters: 0.035273 0.078589 0.029284 0.068173 0.033295 0.140877 0.029282 Expected Total MS Cnt: 29.1359 Backgound Scale: 0.732743. ITERATION NUMBER 732. Current Log-Posterior: 417725 Step Size: 39493.73516 Smoothing Hyper-parameters: 0.066524 0.080786 0.146931 0.071856 0.092282 0.095831 0.102212 Expected Total MS Cnt: 29.3803 Backgound Scale: 0.72193. ITERATION NUMBER 733. Current Log-Posterior: 231056 Step Size: -186669.0427 Smoothing Hyper-parameters: 0.079481 0.099766 0.042364 0.052985 0.140051 0.187885 0.134586 Expected Total MS Cnt: 22.2445 Backgound Scale: 0.730863. ITERATION NUMBER 734. Current Log-Posterior: 209619 Step Size: -21436.46015 Smoothing Hyper-parameters: 0.051273 0.057183 0.049313 0.080309 0.118629 0.142928 0.098717 Expected Total MS Cnt: 29.2687 Backgound Scale: 0.721399. ITERATION NUMBER 735. Current Log-Posterior: 309024 Step Size: 99404.30136 Smoothing Hyper-parameters: 0.107440 0.065261 0.077178 0.019608 0.131095 0.136752 0.072836 Expected Total MS Cnt: 30.4465 Backgound Scale: 0.726966. ITERATION NUMBER 736. Current Log-Posterior: 184382 Step Size: -124641.9487 Smoothing Hyper-parameters: 0.044475 0.040180 0.047994 0.113309 0.134456 0.104976 0.123031 Expected Total MS Cnt: 24.3576 Backgound Scale: 0.721053. ITERATION NUMBER 737. Current Log-Posterior: 365604 Step Size: 181222.5037 Smoothing Hyper-parameters: 0.062571 0.055707 0.092817 0.106078 0.077989 0.108994 0.041656 Expected Total MS Cnt: 25.4674 Backgound Scale: 0.729911. ITERATION NUMBER 738. Current Log-Posterior: 260973 Step Size: -104631.0831 Smoothing Hyper-parameters: 0.114390 0.013567 0.050102 0.165687 0.132182 0.082262 0.105216 Expected Total MS Cnt: 19.875 Backgound Scale: 0.739013. ITERATION NUMBER 739. Current Log-Posterior: 352707 Step Size: 91733.92551 Smoothing Hyper-parameters: 0.091594 0.127477 0.092067 0.085036 0.121475 0.061482 0.096115 Expected Total MS Cnt: 18.9786 Backgound Scale: 0.735734. ITERATION NUMBER 740. Current Log-Posterior: 171532 Step Size: -181175.3318 Smoothing Hyper-parameters: 0.072314 0.048315 0.100551 0.086963 0.067941 0.051241 0.036177 Expected Total MS Cnt: 17.1858 Backgound Scale: 0.727751. ITERATION NUMBER 741. Current Log-Posterior: 246007 Step Size: 74475.202 Smoothing Hyper-parameters: 0.069117 0.083274 0.107039 0.082549 0.131170 0.127437 0.135640 Expected Total MS Cnt: 13.3527 Backgound Scale: 0.734436. ITERATION NUMBER 742. Current Log-Posterior: 223930 Step Size: -22076.56609 Smoothing Hyper-parameters: 0.088346 0.061136 0.101502 0.139696 0.088080 0.052205 0.100399 Expected Total MS Cnt: 27.3629 Backgound Scale: 0.721973. ITERATION NUMBER 743. Current Log-Posterior: 200495 Step Size: -23435.8802 Smoothing Hyper-parameters: 0.127070 0.069208 0.125467 0.098156 0.105676 0.052970 0.118975 Expected Total MS Cnt: 16.4717 Backgound Scale: 0.729086. ITERATION NUMBER 744. Current Log-Posterior: 153390 Step Size: -47104.19228 Smoothing Hyper-parameters: 0.039648 0.113323 0.087527 0.121023 0.063234 0.081797 0.140950 Expected Total MS Cnt: 21.0244 Backgound Scale: 0.732154. ITERATION NUMBER 745. Current Log-Posterior: 345115 Step Size: 191724.4031 Smoothing Hyper-parameters: 0.091379 0.031489 0.092579 0.054044 0.161394 0.084602 0.130264 Expected Total MS Cnt: 22.9775 Backgound Scale: 0.724822. ITERATION NUMBER 746. Current Log-Posterior: 248251 Step Size: -96863.89654 Smoothing Hyper-parameters: 0.165482 0.085895 0.123420 0.083366 0.050723 0.116494 0.049806 Expected Total MS Cnt: 27.2741 Backgound Scale: 0.72457. ITERATION NUMBER 747. Current Log-Posterior: 121924 Step Size: -126327.3171 Smoothing Hyper-parameters: 0.092287 0.097139 0.109437 0.117756 0.101050 0.119005 0.137696 Expected Total MS Cnt: 28.7272 Backgound Scale: 0.731839. ITERATION NUMBER 748. Current Log-Posterior: 174649 Step Size: 52725.49251 Smoothing Hyper-parameters: 0.024827 0.119097 0.089612 0.064591 0.029277 0.119511 0.185786 Expected Total MS Cnt: 34.6016 Backgound Scale: 0.731029. ITERATION NUMBER 749. Current Log-Posterior: 534782 Step Size: 360132.6067 Smoothing Hyper-parameters: 0.106995 0.137760 0.117984 0.104170 0.055151 0.053225 0.056818 Expected Total MS Cnt: 20.1981 Backgound Scale: 0.728343. ITERATION NUMBER 750. Current Log-Posterior: 149474 Step Size: -385307.4363 Smoothing Hyper-parameters: 0.086710 0.069472 0.032115 0.071287 0.120888 0.138234 0.132374 Expected Total MS Cnt: 23.5529 Backgound Scale: 0.739735. ITERATION NUMBER 751. Current Log-Posterior: 212670 Step Size: 63196.19042 Smoothing Hyper-parameters: 0.113085 0.009534 0.105160 0.102721 0.098361 0.098598 0.114309 Expected Total MS Cnt: 7.75801 Backgound Scale: 0.718161. ITERATION NUMBER 752. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.043754 0.078742 0.034466 0.009361 0.064172 0.055551 0.159055 Expected Total MS Cnt: 10.4679 Backgound Scale: 0.731064. ITERATION NUMBER 753. Current Log-Posterior: 362108 Step Size: -inf Smoothing Hyper-parameters: 0.028928 0.117206 0.040617 0.026383 0.038717 0.082866 0.178455 Expected Total MS Cnt: 14.3538 Backgound Scale: 0.72956. ITERATION NUMBER 754. Current Log-Posterior: 470092 Step Size: 107984.1876 Smoothing Hyper-parameters: 0.025488 0.075723 0.091524 0.064283 0.113679 0.069130 0.087726 Expected Total MS Cnt: 12.5769 Backgound Scale: 0.731165. ITERATION NUMBER 755. Current Log-Posterior: 524480 Step Size: 54388.2007 Smoothing Hyper-parameters: 0.082145 0.114567 0.077307 0.074561 0.052074 0.059418 0.090481 Expected Total MS Cnt: 7.53516 Backgound Scale: 0.729938. ITERATION NUMBER 756. Current Log-Posterior: 192048 Step Size: -332432.2518 Smoothing Hyper-parameters: 0.064259 0.035128 0.141992 0.057919 0.113818 0.077414 0.083767 Expected Total MS Cnt: 8.37468 Backgound Scale: 0.732174. ITERATION NUMBER 757. Current Log-Posterior: 288735 Step Size: 96687.57871 Smoothing Hyper-parameters: 0.099365 0.017564 0.128523 0.082063 0.049408 0.097505 0.114845 Expected Total MS Cnt: 4.61861 Backgound Scale: 0.724272. ITERATION NUMBER 758. Current Log-Posterior: 305410 Step Size: 16675.03795 Smoothing Hyper-parameters: 0.060825 0.069345 0.116975 0.047372 0.113622 0.051847 0.114959 Expected Total MS Cnt: 6.34867 Backgound Scale: 0.733176. ITERATION NUMBER 759. Current Log-Posterior: 260851 Step Size: -44559.15447 Smoothing Hyper-parameters: 0.097072 0.036519 0.123696 0.026183 0.069352 0.034840 0.154903 Expected Total MS Cnt: 6.83853 Backgound Scale: 0.736898. ITERATION NUMBER 760. Current Log-Posterior: 226362 Step Size: -34488.74093 Smoothing Hyper-parameters: 0.134010 0.079728 0.016181 0.103389 0.091103 0.071910 0.060804 Expected Total MS Cnt: 13.3944 Backgound Scale: 0.739795. ITERATION NUMBER 761. Current Log-Posterior: 182372 Step Size: -43990.40449 Smoothing Hyper-parameters: 0.050646 0.066963 0.040422 0.102952 0.097379 0.120440 0.132277 Expected Total MS Cnt: 16.5455 Backgound Scale: 0.731317. ITERATION NUMBER 762. Current Log-Posterior: 305676 Step Size: 123303.7732 Smoothing Hyper-parameters: 0.052632 0.101122 0.022456 0.095628 0.051455 0.056533 0.139759 Expected Total MS Cnt: 11.882 Backgound Scale: 0.726691. ITERATION NUMBER 763. Current Log-Posterior: 294876 Step Size: -10799.32281 Smoothing Hyper-parameters: 0.100315 0.073551 0.068092 0.046946 0.136880 0.109690 0.091938 Expected Total MS Cnt: 11.8218 Backgound Scale: 0.740067. ITERATION NUMBER 764. Current Log-Posterior: 178621 Step Size: -116255.2934 Smoothing Hyper-parameters: 0.016390 0.010665 0.031324 0.082293 0.037133 0.072605 0.095517 Expected Total MS Cnt: 6.54901 Backgound Scale: 0.717918. ITERATION NUMBER 765. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.048215 0.152295 0.078495 0.102780 0.100680 0.061971 0.123436 Expected Total MS Cnt: 2.34481 Backgound Scale: 0.724576. ITERATION NUMBER 766. Current Log-Posterior: 288316 Step Size: -inf Smoothing Hyper-parameters: 0.056147 0.106212 0.033313 0.044060 0.077075 0.108666 0.073945 Expected Total MS Cnt: 6.19815 Backgound Scale: 0.736268. ITERATION NUMBER 767. Current Log-Posterior: 278918 Step Size: -9398.303903 Smoothing Hyper-parameters: 0.092668 0.028703 0.079337 0.070753 0.014651 0.116191 0.067344 Expected Total MS Cnt: 3.15878 Backgound Scale: 0.739416. ITERATION NUMBER 768. Current Log-Posterior: 254274 Step Size: -24643.81436 Smoothing Hyper-parameters: 0.052910 0.098288 0.088981 0.126243 0.090087 0.039652 0.082150 Expected Total MS Cnt: 10.3241 Backgound Scale: 0.730613. ITERATION NUMBER 769. Current Log-Posterior: 276128 Step Size: 21853.38374 Smoothing Hyper-parameters: 0.052773 0.076651 0.028466 0.057371 0.079939 0.127334 0.029270 Expected Total MS Cnt: 10.6407 Backgound Scale: 0.729707. ITERATION NUMBER 770. Current Log-Posterior: 300070 Step Size: 23942.13844 Smoothing Hyper-parameters: 0.057820 0.100239 0.086573 0.131444 0.130033 0.116870 0.051542 Expected Total MS Cnt: 5.04139 Backgound Scale: 0.731799. ITERATION NUMBER 771. Current Log-Posterior: 256648 Step Size: -43421.55542 Smoothing Hyper-parameters: 0.053426 0.109182 0.116041 0.065885 0.064178 0.053299 0.040440 Expected Total MS Cnt: 4.77272 Backgound Scale: 0.72259. ITERATION NUMBER 772. Current Log-Posterior: 264108 Step Size: 7459.710962 Smoothing Hyper-parameters: 0.041745 0.055908 0.075183 0.064386 0.150786 0.044556 0.054146 Expected Total MS Cnt: 5.55776 Backgound Scale: 0.727718. ITERATION NUMBER 773. Current Log-Posterior: 359338 Step Size: 95230.16943 Smoothing Hyper-parameters: 0.061658 0.099741 0.062181 0.024302 0.095967 0.117416 0.101374 Expected Total MS Cnt: 4.88565 Backgound Scale: 0.736188. ITERATION NUMBER 774. Current Log-Posterior: 250800 Step Size: -108538.03 Smoothing Hyper-parameters: 0.041896 0.109035 0.039182 0.109887 0.107278 0.090935 0.065604 Expected Total MS Cnt: 4.68846 Backgound Scale: 0.730667. ITERATION NUMBER 775. Current Log-Posterior: 339197 Step Size: 88397.04463 Smoothing Hyper-parameters: 0.039364 0.084631 0.067002 0.058534 0.097390 0.085161 0.011595 Expected Total MS Cnt: 3.36923 Backgound Scale: 0.731342. ITERATION NUMBER 776. Current Log-Posterior: 363230 Step Size: 24032.44435 Smoothing Hyper-parameters: 0.022357 0.090476 0.072035 0.114609 0.072519 0.084042 0.024261 Expected Total MS Cnt: 6.86441 Backgound Scale: 0.733755. ITERATION NUMBER 777. Current Log-Posterior: 595215 Step Size: 231985.3929 Smoothing Hyper-parameters: 0.084815 0.099361 0.105409 0.072776 0.079140 0.076456 0.072984 Expected Total MS Cnt: 6.33069 Backgound Scale: 0.732049. ITERATION NUMBER 778. Current Log-Posterior: 190015 Step Size: -405199.7214 Smoothing Hyper-parameters: 0.027594 0.062520 0.049224 0.060393 0.080534 0.072651 0.057104 Expected Total MS Cnt: 2.92247 Backgound Scale: 0.725051. ITERATION NUMBER 779. Current Log-Posterior: 509830 Step Size: 319814.2176 Smoothing Hyper-parameters: 0.090346 0.064396 0.060375 0.116223 0.039236 0.102686 0.062815 Expected Total MS Cnt: 5.53955 Backgound Scale: 0.734546. ITERATION NUMBER 780. Current Log-Posterior: 202123 Step Size: -307706.8283 Smoothing Hyper-parameters: 0.068499 0.086469 0.107386 0.113346 0.081217 0.020105 0.090468 Expected Total MS Cnt: 7.22894 Backgound Scale: 0.726998. ITERATION NUMBER 781. Current Log-Posterior: 224618 Step Size: 22495.04151 Smoothing Hyper-parameters: 0.062665 0.056368 0.059724 0.081274 0.042636 0.098706 0.073960 Expected Total MS Cnt: 2.29381 Backgound Scale: 0.726106. ITERATION NUMBER 782. Current Log-Posterior: 264155 Step Size: 39537.71478 Smoothing Hyper-parameters: 0.050015 0.029122 0.050505 0.031081 0.091711 0.076734 0.032468 Expected Total MS Cnt: 0.890052 Backgound Scale: 0.725015. ITERATION NUMBER 783. Current Log-Posterior: 372399 Step Size: 108243.4053 Smoothing Hyper-parameters: 0.007952 0.033215 0.079051 0.055092 0.027313 0.079279 0.046111 Expected Total MS Cnt: 0.715909 Backgound Scale: 0.713039. ITERATION NUMBER 784. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.040484 0.129901 0.042346 0.114506 0.057751 0.072389 0.119310 Expected Total MS Cnt: 0.222483 Backgound Scale: 0.730689. ITERATION NUMBER 785. Current Log-Posterior: 348939 Step Size: -inf Smoothing Hyper-parameters: 0.078331 0.105325 0.064048 0.131601 0.061809 0.095736 0.091036 Expected Total MS Cnt: 0.300545 Backgound Scale: 0.727122. ITERATION NUMBER 786. Current Log-Posterior: 201376 Step Size: -147562.2977 Smoothing Hyper-parameters: 0.011716 0.106769 0.040464 0.117623 0.110821 0.110849 0.078224 Expected Total MS Cnt: 0.14172 Backgound Scale: 0.733507. ITERATION NUMBER 787. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.126586 0.085491 0.102738 0.083632 0.099250 0.066789 0.040723 Expected Total MS Cnt: 0.836026 Backgound Scale: 0.73083. ITERATION NUMBER 788. Current Log-Posterior: 145240 Step Size: -inf Smoothing Hyper-parameters: 0.018159 0.096812 0.077182 0.027836 0.049530 0.087857 0.076641 Expected Total MS Cnt: 0.613636 Backgound Scale: 0.729509. ITERATION NUMBER 789. Current Log-Posterior: 723085 Step Size: 577845.2638 Smoothing Hyper-parameters: 0.127885 0.103683 0.020297 0.094576 0.080090 0.052359 0.128719 Expected Total MS Cnt: 3.69607 Backgound Scale: 0.743634. ITERATION NUMBER 790. Current Log-Posterior: 169615 Step Size: -553469.517 Smoothing Hyper-parameters: 0.084595 0.047567 0.101323 0.102459 0.040512 0.081752 0.101821 Expected Total MS Cnt: 3.52351 Backgound Scale: 0.723839. ITERATION NUMBER 791. Current Log-Posterior: 218978 Step Size: 49362.24144 Smoothing Hyper-parameters: 0.055796 0.090171 0.024844 0.114518 0.065141 0.038466 0.049237 Expected Total MS Cnt: 1.73228 Backgound Scale: 0.733391. ITERATION NUMBER 792. Current Log-Posterior: 286598 Step Size: 67620.67573 Smoothing Hyper-parameters: 0.079304 0.080298 0.043600 0.022415 0.117443 0.100743 0.057691 Expected Total MS Cnt: 1.39109 Backgound Scale: 0.725851. ITERATION NUMBER 793. Current Log-Posterior: 220215 Step Size: -66382.88537 Smoothing Hyper-parameters: 0.073619 0.123396 0.032524 0.052196 0.083100 0.108881 0.028988 Expected Total MS Cnt: 0.933593 Backgound Scale: 0.737763. ITERATION NUMBER 794. Current Log-Posterior: 220882 Step Size: 666.6885408 Smoothing Hyper-parameters: 0.170338 0.034216 0.055463 0.082450 0.087936 0.073383 0.112860 Expected Total MS Cnt: 0.0327467 Backgound Scale: 0.725624. ITERATION NUMBER 795. Current Log-Posterior: 182336 Step Size: -38546.11076 Smoothing Hyper-parameters: 0.058241 0.151165 0.048260 0.022264 0.104865 0.067565 0.099639 Expected Total MS Cnt: 1.12134 Backgound Scale: 0.724546. ITERATION NUMBER 796. Current Log-Posterior: 258803 Step Size: 76466.64864 Smoothing Hyper-parameters: 0.035755 0.074280 0.061608 0.181303 0.033783 0.022674 0.040890 Expected Total MS Cnt: 2.40633 Backgound Scale: 0.730416. ITERATION NUMBER 797. Current Log-Posterior: 399900 Step Size: 141096.8892 Smoothing Hyper-parameters: 0.036397 0.036991 0.098222 0.055926 0.050158 0.028686 0.046645 Expected Total MS Cnt: 2.0468 Backgound Scale: 0.741049. ITERATION NUMBER 798. Current Log-Posterior: 429137 Step Size: 29237.40545 Smoothing Hyper-parameters: 0.063653 0.060218 0.083563 0.165371 0.087167 0.015795 0.075983 Expected Total MS Cnt: 8.82877 Backgound Scale: 0.737539. ITERATION NUMBER 799. Current Log-Posterior: 257344 Step Size: -171793.3161 Smoothing Hyper-parameters: 0.186264 0.075294 0.071468 0.029810 0.156647 0.078727 0.043785 Expected Total MS Cnt: 15.3316 Backgound Scale: 0.724809. ITERATION NUMBER 800. Current Log-Posterior: 127481 Step Size: -129862.4891 Smoothing Hyper-parameters: 0.034959 0.094431 0.061265 0.108079 0.048311 0.127676 0.091882 Expected Total MS Cnt: 5.5735 Backgound Scale: 0.732455. ITERATION NUMBER 801. Current Log-Posterior: 398647 Step Size: 271166.2124 Smoothing Hyper-parameters: 0.120588 0.103705 0.072207 0.037148 0.061896 0.081777 0.073301 Expected Total MS Cnt: 5.57606 Backgound Scale: 0.729413. ITERATION NUMBER 802. Current Log-Posterior: 148516 Step Size: -250131.3058 Smoothing Hyper-parameters: 0.125488 0.149993 0.103844 0.053745 0.079686 0.017565 0.054248 Expected Total MS Cnt: 14.9302 Backgound Scale: 0.724909. ITERATION NUMBER 803. Current Log-Posterior: 132780 Step Size: -15736.01821 Smoothing Hyper-parameters: 0.113181 0.117715 0.103844 0.054406 0.044221 0.038173 0.084653 Expected Total MS Cnt: 13.0105 Backgound Scale: 0.725193. ITERATION NUMBER 804. Current Log-Posterior: 148526 Step Size: 15745.55059 Smoothing Hyper-parameters: 0.088789 0.093681 0.095210 0.077790 0.099112 0.064109 0.031396 Expected Total MS Cnt: 3.60665 Backgound Scale: 0.726082. ITERATION NUMBER 805. Current Log-Posterior: 183914 Step Size: 35388.08099 Smoothing Hyper-parameters: 0.130408 0.065738 0.039807 0.044009 0.064845 0.046256 0.099260 Expected Total MS Cnt: 8.0616 Backgound Scale: 0.731765. ITERATION NUMBER 806. Current Log-Posterior: 169426 Step Size: -14487.78501 Smoothing Hyper-parameters: 0.085177 0.088570 0.064536 0.053889 0.067468 0.033014 0.101837 Expected Total MS Cnt: 2.81676 Backgound Scale: 0.729039. ITERATION NUMBER 807. Current Log-Posterior: 197081 Step Size: 27655.23594 Smoothing Hyper-parameters: 0.064215 0.038401 0.011652 0.095155 0.067617 0.052403 0.068218 Expected Total MS Cnt: 1.66047 Backgound Scale: 0.728034. ITERATION NUMBER 808. Current Log-Posterior: 339687 Step Size: 142605.5843 Smoothing Hyper-parameters: 0.083284 0.065114 0.050740 0.194211 0.040713 0.060316 0.063957 Expected Total MS Cnt: 2.73007 Backgound Scale: 0.719073. ITERATION NUMBER 809. Current Log-Posterior: 210874 Step Size: -128812.466 Smoothing Hyper-parameters: 0.035236 0.070584 0.078003 0.059926 0.043122 0.028743 0.097802 Expected Total MS Cnt: 5.95453 Backgound Scale: 0.721187. ITERATION NUMBER 810. Current Log-Posterior: 408317 Step Size: 197442.4487 Smoothing Hyper-parameters: 0.005376 0.096174 0.108134 0.051791 0.071028 0.079608 0.019643 Expected Total MS Cnt: 6.51359 Backgound Scale: 0.736022. ITERATION NUMBER 811. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.064743 0.053904 0.063713 0.070463 0.054208 0.074115 0.092379 Expected Total MS Cnt: 14.3833 Backgound Scale: 0.720039. ITERATION NUMBER 812. Current Log-Posterior: 260211 Step Size: -inf Smoothing Hyper-parameters: 0.068252 0.093865 0.081584 0.097254 0.104064 0.022392 0.083352 Expected Total MS Cnt: 8.36581 Backgound Scale: 0.736798. ITERATION NUMBER 813. Current Log-Posterior: 226101 Step Size: -34109.82865 Smoothing Hyper-parameters: 0.079410 0.074200 0.137368 0.122861 0.058378 0.058402 0.056181 Expected Total MS Cnt: 9.28553 Backgound Scale: 0.735073. ITERATION NUMBER 814. Current Log-Posterior: 203938 Step Size: -22163.17426 Smoothing Hyper-parameters: 0.073215 0.112116 0.119094 0.065645 0.090781 0.055692 0.080457 Expected Total MS Cnt: 5.60276 Backgound Scale: 0.733631. ITERATION NUMBER 815. Current Log-Posterior: 207616 Step Size: 3678.717798 Smoothing Hyper-parameters: 0.067128 0.077147 0.071519 0.056491 0.137720 0.071928 0.084487 Expected Total MS Cnt: 6.89546 Backgound Scale: 0.728163. ITERATION NUMBER 816. Current Log-Posterior: 238693 Step Size: 31076.21118 Smoothing Hyper-parameters: 0.047274 0.041787 0.105024 0.051749 0.032939 0.058484 0.045104 Expected Total MS Cnt: 4.06344 Backgound Scale: 0.736957. ITERATION NUMBER 817. Current Log-Posterior: 341647 Step Size: 102954.86 Smoothing Hyper-parameters: 0.084427 0.064282 0.064904 0.075427 0.116645 0.069238 0.103049 Expected Total MS Cnt: 5.16613 Backgound Scale: 0.731169. ITERATION NUMBER 818. Current Log-Posterior: 207857 Step Size: -133790.638 Smoothing Hyper-parameters: 0.110657 0.061693 0.093673 0.138520 0.110539 0.093250 0.071809 Expected Total MS Cnt: 4.71681 Backgound Scale: 0.726511. ITERATION NUMBER 819. Current Log-Posterior: 171205 Step Size: -36651.34898 Smoothing Hyper-parameters: 0.103532 0.094411 0.070470 0.053724 0.113900 0.073678 0.056326 Expected Total MS Cnt: 0.362109 Backgound Scale: 0.737008. ITERATION NUMBER 820. Current Log-Posterior: 169919 Step Size: -1286.023793 Smoothing Hyper-parameters: 0.041356 0.083377 0.032508 0.025957 0.034102 0.095600 0.100627 Expected Total MS Cnt: 1.55052 Backgound Scale: 0.7317. ITERATION NUMBER 821. Current Log-Posterior: 367352 Step Size: 197432.4276 Smoothing Hyper-parameters: 0.073029 0.062608 0.078968 0.082663 0.024069 0.091196 0.048113 Expected Total MS Cnt: 0.770125 Backgound Scale: 0.728868. ITERATION NUMBER 822. Current Log-Posterior: 231423 Step Size: -135928.9982 Smoothing Hyper-parameters: 0.076359 0.143909 0.045795 0.099745 0.115254 0.064616 0.138923 Expected Total MS Cnt: 3.8374 Backgound Scale: 0.724119. ITERATION NUMBER 823. Current Log-Posterior: 202720 Step Size: -28703.13226 Smoothing Hyper-parameters: 0.119680 0.084197 0.052813 0.063192 0.040922 0.049079 0.036463 Expected Total MS Cnt: 2.12225 Backgound Scale: 0.724297. ITERATION NUMBER 824. Current Log-Posterior: 160201 Step Size: -42518.76927 Smoothing Hyper-parameters: 0.065008 0.099344 0.058253 0.078376 0.053698 0.046985 0.099437 Expected Total MS Cnt: 1.8907 Backgound Scale: 0.732954. ITERATION NUMBER 825. Current Log-Posterior: 238783 Step Size: 78581.71844 Smoothing Hyper-parameters: 0.071800 0.095731 0.101839 0.029507 0.061449 0.085847 0.078870 Expected Total MS Cnt: 4.89655 Backgound Scale: 0.731904. ITERATION NUMBER 826. Current Log-Posterior: 215226 Step Size: -23556.13443 Smoothing Hyper-parameters: 0.082929 0.033430 0.071227 0.057345 0.022023 0.041233 0.071713 Expected Total MS Cnt: 5.7782 Backgound Scale: 0.722205. ITERATION NUMBER 827. Current Log-Posterior: 255306 Step Size: 40079.18818 Smoothing Hyper-parameters: 0.073163 0.098927 0.095473 0.130570 0.102017 0.094791 0.094731 Expected Total MS Cnt: 4.06748 Backgound Scale: 0.726717. ITERATION NUMBER 828. Current Log-Posterior: 209211 Step Size: -46095.1245 Smoothing Hyper-parameters: 0.044819 0.043016 0.088874 0.037514 0.028112 0.060618 0.028388 Expected Total MS Cnt: 3.02704 Backgound Scale: 0.746004. ITERATION NUMBER 829. Current Log-Posterior: 362124 Step Size: 152913.5097 Smoothing Hyper-parameters: 0.044819 0.061439 0.045743 0.120075 0.108678 0.038559 0.069178 Expected Total MS Cnt: 2.7295 Backgound Scale: 0.730593. ITERATION NUMBER 830. Current Log-Posterior: 343194 Step Size: -18930.21419 Smoothing Hyper-parameters: 0.078932 0.069090 0.137807 0.110362 0.120511 0.130434 0.088674 Expected Total MS Cnt: 3.00334 Backgound Scale: 0.727685. ITERATION NUMBER 831. Current Log-Posterior: 208729 Step Size: -134465.2324 Smoothing Hyper-parameters: 0.091848 0.062344 0.049165 0.087299 0.022898 0.132452 0.062966 Expected Total MS Cnt: 3.53429 Backgound Scale: 0.726395. ITERATION NUMBER 832. Current Log-Posterior: 202515 Step Size: -6213.303625 Smoothing Hyper-parameters: 0.121157 0.029784 0.030700 0.052357 0.049489 0.034609 0.046568 Expected Total MS Cnt: 3.54394 Backgound Scale: 0.741508. ITERATION NUMBER 833. Current Log-Posterior: 240097 Step Size: 37581.48215 Smoothing Hyper-parameters: 0.123255 0.068390 0.039504 0.110984 0.083379 0.045090 0.096728 Expected Total MS Cnt: 1.42707 Backgound Scale: 0.722554. ITERATION NUMBER 834. Current Log-Posterior: 168606 Step Size: -71490.69627 Smoothing Hyper-parameters: 0.012176 0.036109 0.069366 0.045937 0.099508 0.100826 0.125024 Expected Total MS Cnt: 2.59021 Backgound Scale: 0.731297. ITERATION NUMBER 835. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.036497 0.061447 0.097039 0.058477 0.093664 0.092175 0.112289 Expected Total MS Cnt: 3.75883 Backgound Scale: 0.72114. ITERATION NUMBER 836. Current Log-Posterior: 395274 Step Size: -inf Smoothing Hyper-parameters: 0.018982 0.088586 0.044899 0.040052 0.112248 0.127936 0.038326 Expected Total MS Cnt: 1.17517 Backgound Scale: 0.728241. ITERATION NUMBER 837. Current Log-Posterior: 706759 Step Size: 311484.6149 Smoothing Hyper-parameters: 0.028988 0.072821 0.076704 0.102865 0.046139 0.127936 0.040550 Expected Total MS Cnt: 2.40767 Backgound Scale: 0.730564. ITERATION NUMBER 838. Current Log-Posterior: 477429 Step Size: -229329.9942 Smoothing Hyper-parameters: 0.126583 0.028946 0.049131 0.086020 0.067413 0.132118 0.063175 Expected Total MS Cnt: 3.12391 Backgound Scale: 0.718192. ITERATION NUMBER 839. Current Log-Posterior: 225222 Step Size: -252206.7275 Smoothing Hyper-parameters: 0.044015 0.069326 0.079643 0.081710 0.066371 0.081208 0.058226 Expected Total MS Cnt: 0.998396 Backgound Scale: 0.732289. ITERATION NUMBER 840. Current Log-Posterior: 332529 Step Size: 107307.3226 Smoothing Hyper-parameters: 0.035592 0.047108 0.029845 0.084887 0.043031 0.138424 0.029950 Expected Total MS Cnt: 2.18821 Backgound Scale: 0.737493. ITERATION NUMBER 841. Current Log-Posterior: 431651 Step Size: 99121.41053 Smoothing Hyper-parameters: 0.046036 0.120633 0.076459 0.104203 0.069295 0.044387 0.083501 Expected Total MS Cnt: 3.15935 Backgound Scale: 0.73186. ITERATION NUMBER 842. Current Log-Posterior: 304059 Step Size: -127592.1036 Smoothing Hyper-parameters: 0.073964 0.081244 0.165866 0.062337 0.046660 0.013030 0.041689 Expected Total MS Cnt: 7.15492 Backgound Scale: 0.731932. ITERATION NUMBER 843. Current Log-Posterior: 215032 Step Size: -89026.84619 Smoothing Hyper-parameters: 0.046242 0.053800 0.042953 0.146788 0.062774 0.059409 0.023928 Expected Total MS Cnt: 6.98171 Backgound Scale: 0.727948. ITERATION NUMBER 844. Current Log-Posterior: 344084 Step Size: 129052.3119 Smoothing Hyper-parameters: 0.095159 0.031407 0.047436 0.049558 0.048251 0.072475 0.051055 Expected Total MS Cnt: 13.9873 Backgound Scale: 0.733078. ITERATION NUMBER 845. Current Log-Posterior: 248761 Step Size: -95323.41724 Smoothing Hyper-parameters: 0.100752 0.058165 0.083653 0.087337 0.041908 0.098864 0.086223 Expected Total MS Cnt: 4.10556 Backgound Scale: 0.739191. ITERATION NUMBER 846. Current Log-Posterior: 188704 Step Size: -60056.24355 Smoothing Hyper-parameters: 0.117709 0.136758 0.004704 0.032853 0.050654 0.051604 0.090243 Expected Total MS Cnt: 3.72271 Backgound Scale: 0.722621. ITERATION NUMBER 847. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.051156 0.026197 0.057630 0.092262 0.076761 0.102308 0.031903 Expected Total MS Cnt: 3.49659 Backgound Scale: 0.737031. ITERATION NUMBER 848. Current Log-Posterior: 366185 Step Size: -inf Smoothing Hyper-parameters: 0.034966 0.157193 0.093072 0.063143 0.113046 0.088425 0.116674 Expected Total MS Cnt: 15.5907 Backgound Scale: 0.73313. ITERATION NUMBER 849. Current Log-Posterior: 384818 Step Size: 18632.82665 Smoothing Hyper-parameters: 0.059750 0.120682 0.042247 0.116225 0.064536 0.054553 0.083895 Expected Total MS Cnt: 11.0218 Backgound Scale: 0.735572. ITERATION NUMBER 850. Current Log-Posterior: 251136 Step Size: -133681.1979 Smoothing Hyper-parameters: 0.058206 0.080436 0.029093 0.080553 0.081949 0.146935 0.070969 Expected Total MS Cnt: 13.7123 Backgound Scale: 0.730553. ITERATION NUMBER 851. Current Log-Posterior: 277986 Step Size: 26849.31725 Smoothing Hyper-parameters: 0.032017 0.081681 0.111411 0.141564 0.086991 0.020582 0.047059 Expected Total MS Cnt: 9.68195 Backgound Scale: 0.729727. ITERATION NUMBER 852. Current Log-Posterior: 428130 Step Size: 150143.936 Smoothing Hyper-parameters: 0.060956 0.061476 0.102639 0.092082 0.025668 0.153096 0.109035 Expected Total MS Cnt: 10.356 Backgound Scale: 0.732256. ITERATION NUMBER 853. Current Log-Posterior: 263419 Step Size: -164710.8139 Smoothing Hyper-parameters: 0.062621 0.023571 0.096861 0.065244 0.092072 0.036587 0.105405 Expected Total MS Cnt: 7.36275 Backgound Scale: 0.735877. ITERATION NUMBER 854. Current Log-Posterior: 334911 Step Size: 71491.98105 Smoothing Hyper-parameters: 0.084969 0.033346 0.060798 0.051446 0.139584 0.110444 0.060557 Expected Total MS Cnt: 9.77339 Backgound Scale: 0.73377. ITERATION NUMBER 855. Current Log-Posterior: 254493 Step Size: -80417.74094 Smoothing Hyper-parameters: 0.108680 0.051167 0.051358 0.069345 0.139584 0.102397 0.077702 Expected Total MS Cnt: 8.83665 Backgound Scale: 0.732975. ITERATION NUMBER 856. Current Log-Posterior: 192489 Step Size: -62003.64873 Smoothing Hyper-parameters: 0.101606 0.082236 0.092296 0.045953 0.131484 0.099661 0.089787 Expected Total MS Cnt: 4.24512 Backgound Scale: 0.732934. ITERATION NUMBER 857. Current Log-Posterior: 172910 Step Size: -19578.98448 Smoothing Hyper-parameters: 0.071129 0.074494 0.024614 0.054467 0.097656 0.114197 0.065405 Expected Total MS Cnt: 10.2187 Backgound Scale: 0.726128. ITERATION NUMBER 858. Current Log-Posterior: 249530 Step Size: 76619.88307 Smoothing Hyper-parameters: 0.141275 0.046565 0.035799 0.076712 0.051446 0.086643 0.116807 Expected Total MS Cnt: 9.38234 Backgound Scale: 0.733937. ITERATION NUMBER 859. Current Log-Posterior: 180085 Step Size: -69445.18433 Smoothing Hyper-parameters: 0.133757 0.118911 0.030286 0.047907 0.152703 0.072362 0.151079 Expected Total MS Cnt: 20.4843 Backgound Scale: 0.731994. ITERATION NUMBER 860. Current Log-Posterior: 150448 Step Size: -29637.52297 Smoothing Hyper-parameters: 0.029543 0.083069 0.036417 0.093491 0.032237 0.079774 0.055527 Expected Total MS Cnt: 16.1427 Backgound Scale: 0.727389. ITERATION NUMBER 861. Current Log-Posterior: 474452 Step Size: 324004.8312 Smoothing Hyper-parameters: 0.036734 0.113140 0.113505 0.085428 0.079922 0.054509 0.062572 Expected Total MS Cnt: 13.0066 Backgound Scale: 0.74024. ITERATION NUMBER 862. Current Log-Posterior: 372134 Step Size: -102318.2534 Smoothing Hyper-parameters: 0.071651 0.024201 0.078776 0.084531 0.030449 0.098713 0.117618 Expected Total MS Cnt: 14.524 Backgound Scale: 0.735014. ITERATION NUMBER 863. Current Log-Posterior: 312360 Step Size: -59774.62215 Smoothing Hyper-parameters: 0.045298 0.135629 0.017363 0.007042 0.094196 0.080658 0.080452 Expected Total MS Cnt: 9.4817 Backgound Scale: 0.719789. ITERATION NUMBER 864. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.158454 0.098868 0.089321 0.074358 0.035602 0.009487 0.037770 Expected Total MS Cnt: 13.5293 Backgound Scale: 0.723157. ITERATION NUMBER 865. Current Log-Posterior: 124770 Step Size: -inf Smoothing Hyper-parameters: 0.085674 0.129414 0.086768 0.052120 0.029606 0.099414 0.096860 Expected Total MS Cnt: 10.194 Backgound Scale: 0.731795. ITERATION NUMBER 866. Current Log-Posterior: 182496 Step Size: 57725.89793 Smoothing Hyper-parameters: 0.040069 0.062241 0.064755 0.150639 0.146185 0.120203 0.092661 Expected Total MS Cnt: 8.00231 Backgound Scale: 0.728604. ITERATION NUMBER 867. Current Log-Posterior: 367638 Step Size: 185141.8599 Smoothing Hyper-parameters: 0.105490 0.062132 0.063922 0.031603 0.119331 0.079789 0.101953 Expected Total MS Cnt: 8.73539 Backgound Scale: 0.738465. ITERATION NUMBER 868. Current Log-Posterior: 186994 Step Size: -180643.9873 Smoothing Hyper-parameters: 0.068934 0.059194 0.054404 0.059425 0.124004 0.071361 0.064430 Expected Total MS Cnt: 7.75604 Backgound Scale: 0.719855. ITERATION NUMBER 869. Current Log-Posterior: 249311 Step Size: 62317.45802 Smoothing Hyper-parameters: 0.073357 0.076011 0.136355 0.043793 0.081722 0.071739 0.121786 Expected Total MS Cnt: 11.4904 Backgound Scale: 0.732679. ITERATION NUMBER 870. Current Log-Posterior: 217821 Step Size: -31490.22251 Smoothing Hyper-parameters: 0.067819 0.050166 0.105910 0.130754 0.098048 0.135391 0.108015 Expected Total MS Cnt: 13.9153 Backgound Scale: 0.7279. ITERATION NUMBER 871. Current Log-Posterior: 250900 Step Size: 33079.5038 Smoothing Hyper-parameters: 0.063030 0.073289 0.118082 0.143566 0.081244 0.027808 0.087404 Expected Total MS Cnt: 6.8672 Backgound Scale: 0.726389. ITERATION NUMBER 872. Current Log-Posterior: 246092 Step Size: -4807.915207 Smoothing Hyper-parameters: 0.089853 0.021088 0.112455 0.136060 0.135391 0.036002 0.100883 Expected Total MS Cnt: 19.0905 Backgound Scale: 0.718447. ITERATION NUMBER 873. Current Log-Posterior: 294296 Step Size: 48203.66864 Smoothing Hyper-parameters: 0.044668 0.071686 0.098219 0.082968 0.152658 0.171777 0.087295 Expected Total MS Cnt: 12.4986 Backgound Scale: 0.730481. ITERATION NUMBER 874. Current Log-Posterior: 332102 Step Size: 37805.75408 Smoothing Hyper-parameters: 0.098521 0.049834 0.043478 0.099659 0.071790 0.062234 0.098851 Expected Total MS Cnt: 16.0708 Backgound Scale: 0.735186. ITERATION NUMBER 875. Current Log-Posterior: 207353 Step Size: -124748.5706 Smoothing Hyper-parameters: 0.085169 0.109380 0.047771 0.104555 0.133561 0.083816 0.076083 Expected Total MS Cnt: 10.138 Backgound Scale: 0.732255. ITERATION NUMBER 876. Current Log-Posterior: 190411 Step Size: -16942.34144 Smoothing Hyper-parameters: 0.019897 0.068797 0.068852 0.151640 0.049787 0.075488 0.063983 Expected Total MS Cnt: 13.1073 Backgound Scale: 0.723426. ITERATION NUMBER 877. Current Log-Posterior: 671687 Step Size: 481275.9127 Smoothing Hyper-parameters: 0.062869 0.017458 0.078795 0.111160 0.065674 0.077303 0.096349 Expected Total MS Cnt: 5.57658 Backgound Scale: 0.722466. ITERATION NUMBER 878. Current Log-Posterior: 381412 Step Size: -290274.7983 Smoothing Hyper-parameters: 0.068845 0.024684 0.093733 0.072908 0.099499 0.098707 0.028341 Expected Total MS Cnt: 3.70475 Backgound Scale: 0.727458. ITERATION NUMBER 879. Current Log-Posterior: 312435 Step Size: -68976.94252 Smoothing Hyper-parameters: 0.082214 0.044687 0.027311 0.035067 0.120508 0.032168 0.096247 Expected Total MS Cnt: 5.26159 Backgound Scale: 0.726698. ITERATION NUMBER 880. Current Log-Posterior: 252060 Step Size: -60374.6473 Smoothing Hyper-parameters: 0.092127 0.033718 0.081279 0.031226 0.008459 0.030065 0.073951 Expected Total MS Cnt: 0.605958 Backgound Scale: 0.727373. ITERATION NUMBER 881. Current Log-Posterior: 246865 Step Size: -5194.994951 Smoothing Hyper-parameters: 0.025132 0.049960 0.063804 0.115548 0.078938 0.169910 0.050407 Expected Total MS Cnt: 0.350776 Backgound Scale: 0.720206. ITERATION NUMBER 882. Current Log-Posterior: 560687 Step Size: 313821.2055 Smoothing Hyper-parameters: 0.068192 0.040202 0.068660 0.025793 0.044909 0.114176 0.115140 Expected Total MS Cnt: 0.430996 Backgound Scale: 0.737143. ITERATION NUMBER 883. Current Log-Posterior: 272848 Step Size: -287838.9606 Smoothing Hyper-parameters: 0.032893 0.032699 0.089340 0.027971 0.084412 0.079469 0.101351 Expected Total MS Cnt: 0.278302 Backgound Scale: 0.737057. ITERATION NUMBER 884. Current Log-Posterior: 479562 Step Size: 206714.7107 Smoothing Hyper-parameters: 0.030271 0.074867 0.013433 0.067790 0.013510 0.075474 0.083672 Expected Total MS Cnt: 0.319351 Backgound Scale: 0.729023. ITERATION NUMBER 885. Current Log-Posterior: 509915 Step Size: 30352.90707 Smoothing Hyper-parameters: 0.036545 0.109723 0.087722 0.118591 0.089346 0.106865 0.094564 Expected Total MS Cnt: 5.84377 Backgound Scale: 0.726076. ITERATION NUMBER 886. Current Log-Posterior: 371021 Step Size: -138894.0104 Smoothing Hyper-parameters: 0.071177 0.018807 0.061992 0.112480 0.138162 0.019641 0.107884 Expected Total MS Cnt: 6.05026 Backgound Scale: 0.72633. ITERATION NUMBER 887. Current Log-Posterior: 352305 Step Size: -18715.88234 Smoothing Hyper-parameters: 0.029970 0.063452 0.040522 0.093952 0.021265 0.087940 0.149276 Expected Total MS Cnt: 1.08221 Backgound Scale: 0.733934. ITERATION NUMBER 888. Current Log-Posterior: 472827 Step Size: 120521.4335 Smoothing Hyper-parameters: 0.067742 0.052680 0.062065 0.034986 0.059004 0.056138 0.026324 Expected Total MS Cnt: 4.56491 Backgound Scale: 0.741187. ITERATION NUMBER 889. Current Log-Posterior: 257973 Step Size: -214853.5264 Smoothing Hyper-parameters: 0.094078 0.083258 0.130461 0.089661 0.072709 0.044301 0.100819 Expected Total MS Cnt: 7.79573 Backgound Scale: 0.72475. ITERATION NUMBER 890. Current Log-Posterior: 178093 Step Size: -79880.33693 Smoothing Hyper-parameters: 0.099729 0.126752 0.079696 0.103647 0.056782 0.105416 0.094657 Expected Total MS Cnt: 2.36139 Backgound Scale: 0.724309. ITERATION NUMBER 891. Current Log-Posterior: 161576 Step Size: -16517.35404 Smoothing Hyper-parameters: 0.074943 0.088323 0.096280 0.061902 0.083729 0.045216 0.055219 Expected Total MS Cnt: 0.940933 Backgound Scale: 0.71825. ITERATION NUMBER 892. Current Log-Posterior: 211402 Step Size: 49826.53379 Smoothing Hyper-parameters: 0.119712 0.049680 0.083120 0.055027 0.047044 0.038914 0.058685 Expected Total MS Cnt: 1.09683 Backgound Scale: 0.722865. ITERATION NUMBER 893. Current Log-Posterior: 179520 Step Size: -31881.99281 Smoothing Hyper-parameters: 0.075182 0.087050 0.137418 0.027023 0.040453 0.058789 0.082580 Expected Total MS Cnt: 0.49638 Backgound Scale: 0.729333. ITERATION NUMBER 894. Current Log-Posterior: 214188 Step Size: 34667.85959 Smoothing Hyper-parameters: 0.080756 0.019178 0.040803 0.035200 0.082517 0.051890 0.131797 Expected Total MS Cnt: 2.20409 Backgound Scale: 0.722971. ITERATION NUMBER 895. Current Log-Posterior: 331460 Step Size: 117272.0798 Smoothing Hyper-parameters: 0.021873 0.129218 0.079506 0.058180 0.098371 0.150399 0.064184 Expected Total MS Cnt: 1.78922 Backgound Scale: 0.739778. ITERATION NUMBER 896. Current Log-Posterior: 598925 Step Size: 267464.5821 Smoothing Hyper-parameters: 0.115588 0.075929 0.041039 0.141684 0.123731 0.004945 0.077774 Expected Total MS Cnt: 2.43153 Backgound Scale: 0.725761. ITERATION NUMBER 897. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.155859 0.082662 0.019108 0.027333 0.036084 0.157428 0.079084 Expected Total MS Cnt: 1.80499 Backgound Scale: 0.729744. ITERATION NUMBER 898. Current Log-Posterior: 165889 Step Size: -inf Smoothing Hyper-parameters: 0.104285 0.090349 0.112529 0.157189 0.091395 0.074530 0.045739 Expected Total MS Cnt: 0.710537 Backgound Scale: 0.728173. ITERATION NUMBER 899. Current Log-Posterior: 160265 Step Size: -5623.64382 Smoothing Hyper-parameters: 0.065253 0.038910 0.130326 0.062377 0.039390 0.009818 0.126917 Expected Total MS Cnt: 1.06867 Backgound Scale: 0.728706. ITERATION NUMBER 900. Current Log-Posterior: 274806 Step Size: 114541.468 Smoothing Hyper-parameters: 0.119296 0.049454 0.047547 0.026081 0.051977 0.035056 0.111498 Expected Total MS Cnt: 1.4784 Backgound Scale: 0.726719. ITERATION NUMBER 901. Current Log-Posterior: 193680 Step Size: -81126.89214 Smoothing Hyper-parameters: 0.070458 0.092844 0.043423 0.030982 0.103958 0.028365 0.113052 Expected Total MS Cnt: 0.0681106 Backgound Scale: 0.735254. ITERATION NUMBER 902. Current Log-Posterior: 234252 Step Size: 40572.13439 Smoothing Hyper-parameters: 0.096734 0.080446 0.091967 0.039334 0.090705 0.166825 0.075566 Expected Total MS Cnt: 4.26489 Backgound Scale: 0.722717. ITERATION NUMBER 903. Current Log-Posterior: 180053 Step Size: -54199.10114 Smoothing Hyper-parameters: 0.119628 0.045373 0.096301 0.081919 0.108490 0.058642 0.063061 Expected Total MS Cnt: 3.99661 Backgound Scale: 0.723063. ITERATION NUMBER 904. Current Log-Posterior: 182430 Step Size: 2377.785843 Smoothing Hyper-parameters: 0.056585 0.081757 0.094452 0.121546 0.045876 0.093290 0.118811 Expected Total MS Cnt: 2.3067 Backgound Scale: 0.729488. ITERATION NUMBER 905. Current Log-Posterior: 263476 Step Size: 81045.53252 Smoothing Hyper-parameters: 0.096731 0.016759 0.009525 0.012857 0.031121 0.027363 0.078551 Expected Total MS Cnt: 2.29169 Backgound Scale: 0.730165. ITERATION NUMBER 906. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.067701 0.039811 0.019068 0.059355 0.086550 0.024353 0.081197 Expected Total MS Cnt: 1.98674 Backgound Scale: 0.720456. ITERATION NUMBER 907. Current Log-Posterior: 305116 Step Size: -inf Smoothing Hyper-parameters: 0.066612 0.061724 0.130054 0.076835 0.151057 0.021617 0.080994 Expected Total MS Cnt: 2.62751 Backgound Scale: 0.723302. ITERATION NUMBER 908. Current Log-Posterior: 241487 Step Size: -63629.41791 Smoothing Hyper-parameters: 0.086603 0.106740 0.099068 0.027824 0.028709 0.106249 0.130974 Expected Total MS Cnt: 0.281526 Backgound Scale: 0.71819. ITERATION NUMBER 909. Current Log-Posterior: 187426 Step Size: -54060.40857 Smoothing Hyper-parameters: 0.040771 0.060720 0.052612 0.109117 0.098096 0.048293 0.033537 Expected Total MS Cnt: 0.967585 Backgound Scale: 0.729803. ITERATION NUMBER 910. Current Log-Posterior: 366207 Step Size: 178780.5795 Smoothing Hyper-parameters: 0.059223 0.072493 0.040943 0.094728 0.057565 0.072885 0.151619 Expected Total MS Cnt: 0.727824 Backgound Scale: 0.727338. ITERATION NUMBER 911. Current Log-Posterior: 270415 Step Size: -95791.79165 Smoothing Hyper-parameters: 0.143095 0.043560 0.033251 0.034311 0.072022 0.078082 0.102455 Expected Total MS Cnt: 1.25741 Backgound Scale: 0.733017. ITERATION NUMBER 912. Current Log-Posterior: 190504 Step Size: -79911.31936 Smoothing Hyper-parameters: 0.058181 0.104628 0.070339 0.105432 0.021753 0.020240 0.065294 Expected Total MS Cnt: 3.15801 Backgound Scale: 0.727338. ITERATION NUMBER 913. Current Log-Posterior: 257367 Step Size: 66863.18936 Smoothing Hyper-parameters: 0.072811 0.016642 0.035549 0.070066 0.091213 0.073937 0.138826 Expected Total MS Cnt: 1.17435 Backgound Scale: 0.732625. ITERATION NUMBER 914. Current Log-Posterior: 375333 Step Size: 117966.2693 Smoothing Hyper-parameters: 0.069015 0.024791 0.085940 0.067460 0.046341 0.012057 0.087634 Expected Total MS Cnt: 1.56398 Backgound Scale: 0.737153. ITERATION NUMBER 915. Current Log-Posterior: 317235 Step Size: -58097.88654 Smoothing Hyper-parameters: 0.101491 0.077730 0.101904 0.120130 0.098198 0.107195 0.089930 Expected Total MS Cnt: 1.90605 Backgound Scale: 0.726352. ITERATION NUMBER 916. Current Log-Posterior: 172036 Step Size: -145198.9011 Smoothing Hyper-parameters: 0.100459 0.050095 0.095376 0.065632 0.124219 0.047440 0.092508 Expected Total MS Cnt: 3.06828 Backgound Scale: 0.734915. ITERATION NUMBER 917. Current Log-Posterior: 195947 Step Size: 23910.3571 Smoothing Hyper-parameters: 0.072061 0.006365 0.072872 0.032042 0.071849 0.003027 0.067119 Expected Total MS Cnt: 2.2047 Backgound Scale: 0.733659. ITERATION NUMBER 918. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.068067 0.056747 0.097802 0.067344 0.058097 0.101575 0.076667 Expected Total MS Cnt: 8.64915 Backgound Scale: 0.725735. ITERATION NUMBER 919. Current Log-Posterior: 244246 Step Size: -inf Smoothing Hyper-parameters: 0.118734 0.128328 0.130532 0.117910 0.155635 0.027158 0.094512 Expected Total MS Cnt: 3.47631 Backgound Scale: 0.733314. ITERATION NUMBER 920. Current Log-Posterior: 136180 Step Size: -108065.4827 Smoothing Hyper-parameters: 0.105828 0.068024 0.081794 0.047673 0.088277 0.064147 0.053091 Expected Total MS Cnt: 7.99354 Backgound Scale: 0.72531. ITERATION NUMBER 921. Current Log-Posterior: 174650 Step Size: 38469.97046 Smoothing Hyper-parameters: 0.056976 0.070439 0.090860 0.098370 0.069687 0.070850 0.104880 Expected Total MS Cnt: 11.0762 Backgound Scale: 0.7313. ITERATION NUMBER 922. Current Log-Posterior: 269813 Step Size: 95162.93955 Smoothing Hyper-parameters: 0.111949 0.080303 0.113581 0.077682 0.087687 0.072521 0.082448 Expected Total MS Cnt: 5.28132 Backgound Scale: 0.726545. ITERATION NUMBER 923. Current Log-Posterior: 158195 Step Size: -111618.5882 Smoothing Hyper-parameters: 0.113230 0.035074 0.109448 0.104593 0.076839 0.070022 0.053212 Expected Total MS Cnt: 5.87222 Backgound Scale: 0.726284. ITERATION NUMBER 924. Current Log-Posterior: 205581 Step Size: 47386.07331 Smoothing Hyper-parameters: 0.055679 0.112901 0.112225 0.028171 0.052456 0.093815 0.088814 Expected Total MS Cnt: 2.5839 Backgound Scale: 0.735357. ITERATION NUMBER 925. Current Log-Posterior: 259490 Step Size: 53909.06694 Smoothing Hyper-parameters: 0.103686 0.102765 0.055526 0.059767 0.144294 0.095505 0.030052 Expected Total MS Cnt: 5.97358 Backgound Scale: 0.715265. ITERATION NUMBER 926. Current Log-Posterior: 166666 Step Size: -92823.23959 Smoothing Hyper-parameters: 0.091544 0.105087 0.069837 0.034640 0.090980 0.085462 0.074634 Expected Total MS Cnt: 4.48782 Backgound Scale: 0.731545. ITERATION NUMBER 927. Current Log-Posterior: 183893 Step Size: 17226.54376 Smoothing Hyper-parameters: 0.040623 0.129780 0.031855 0.032739 0.119552 0.026795 0.119055 Expected Total MS Cnt: 4.29189 Backgound Scale: 0.742406. ITERATION NUMBER 928. Current Log-Posterior: 354245 Step Size: 170351.7732 Smoothing Hyper-parameters: 0.061209 0.060245 0.110162 0.029059 0.039240 0.023892 0.103035 Expected Total MS Cnt: 4.66975 Backgound Scale: 0.723976. ITERATION NUMBER 929. Current Log-Posterior: 266491 Step Size: -87753.30828 Smoothing Hyper-parameters: 0.110330 0.068821 0.164590 0.083039 0.083518 0.033811 0.017173 Expected Total MS Cnt: 8.11525 Backgound Scale: 0.727872. ITERATION NUMBER 930. Current Log-Posterior: 165606 Step Size: -100885.1813 Smoothing Hyper-parameters: 0.104235 0.089971 0.144526 0.107917 0.103485 0.060994 0.065499 Expected Total MS Cnt: 5.67808 Backgound Scale: 0.729962. ITERATION NUMBER 931. Current Log-Posterior: 160005 Step Size: -5601.312808 Smoothing Hyper-parameters: 0.039315 0.067276 0.101244 0.079728 0.078293 0.093871 0.026288 Expected Total MS Cnt: 15.4312 Backgound Scale: 0.744645. ITERATION NUMBER 932. Current Log-Posterior: 365379 Step Size: 205373.7291 Smoothing Hyper-parameters: 0.074371 0.102596 0.142254 0.118455 0.126797 0.094070 0.066738 Expected Total MS Cnt: 15.0253 Backgound Scale: 0.740452. ITERATION NUMBER 933. Current Log-Posterior: 202314 Step Size: -163064.6179 Smoothing Hyper-parameters: 0.085148 0.130243 0.104581 0.098336 0.087940 0.018247 0.050015 Expected Total MS Cnt: 10.5266 Backgound Scale: 0.7329. ITERATION NUMBER 934. Current Log-Posterior: 178823 Step Size: -23491.05696 Smoothing Hyper-parameters: 0.076319 0.116385 0.119568 0.109904 0.167199 0.150523 0.107606 Expected Total MS Cnt: 18.8887 Backgound Scale: 0.737972. ITERATION NUMBER 935. Current Log-Posterior: 197682 Step Size: 18859.01614 Smoothing Hyper-parameters: 0.077956 0.078320 0.085675 0.091527 0.081923 0.031488 0.066273 Expected Total MS Cnt: 12.6142 Backgound Scale: 0.729371. ITERATION NUMBER 936. Current Log-Posterior: 207791 Step Size: 10108.57242 Smoothing Hyper-parameters: 0.109211 0.057758 0.091013 0.146053 0.121640 0.128903 0.049323 Expected Total MS Cnt: 8.84305 Backgound Scale: 0.725646. ITERATION NUMBER 937. Current Log-Posterior: 174966 Step Size: -32824.36953 Smoothing Hyper-parameters: 0.131535 0.081935 0.086030 0.088559 0.102508 0.063457 0.029250 Expected Total MS Cnt: 9.37128 Backgound Scale: 0.734507. ITERATION NUMBER 938. Current Log-Posterior: 145478 Step Size: -29488.69859 Smoothing Hyper-parameters: 0.094138 0.117887 0.114153 0.135226 0.070045 0.108570 0.092019 Expected Total MS Cnt: 11.8789 Backgound Scale: 0.740385. ITERATION NUMBER 939. Current Log-Posterior: 166351 Step Size: 20873.70028 Smoothing Hyper-parameters: 0.039485 0.087566 0.074964 0.041160 0.072230 0.094808 0.051386 Expected Total MS Cnt: 25.8578 Backgound Scale: 0.734036. ITERATION NUMBER 940. Current Log-Posterior: 360699 Step Size: 194347.9545 Smoothing Hyper-parameters: 0.042004 0.117595 0.063925 0.075537 0.079782 0.053218 0.168635 Expected Total MS Cnt: 21.5094 Backgound Scale: 0.744901. ITERATION NUMBER 941. Current Log-Posterior: 336446 Step Size: -24252.7971 Smoothing Hyper-parameters: 0.044222 0.113068 0.119062 0.135946 0.077470 0.132920 0.056855 Expected Total MS Cnt: 26.0296 Backgound Scale: 0.736849. ITERATION NUMBER 942. Current Log-Posterior: 316793 Step Size: -19653.09986 Smoothing Hyper-parameters: 0.088441 0.038911 0.131623 0.089760 0.046286 0.101448 0.106782 Expected Total MS Cnt: 15.5462 Backgound Scale: 0.722859. ITERATION NUMBER 943. Current Log-Posterior: 225704 Step Size: -91089.24673 Smoothing Hyper-parameters: 0.052864 0.104222 0.107149 0.069754 0.089446 0.064494 0.088358 Expected Total MS Cnt: 15.1006 Backgound Scale: 0.721825. ITERATION NUMBER 944. Current Log-Posterior: 269948 Step Size: 44243.97794 Smoothing Hyper-parameters: 0.099131 0.068722 0.139310 0.061530 0.047176 0.122522 0.075148 Expected Total MS Cnt: 14.3851 Backgound Scale: 0.728199. ITERATION NUMBER 945. Current Log-Posterior: 179429 Step Size: -90518.81455 Smoothing Hyper-parameters: 0.115908 0.062684 0.047952 0.117694 0.035096 0.078605 0.109494 Expected Total MS Cnt: 17.6058 Backgound Scale: 0.724164. ITERATION NUMBER 946. Current Log-Posterior: 176598 Step Size: -2830.714398 Smoothing Hyper-parameters: 0.079854 0.124941 0.121900 0.119055 0.072234 0.114972 0.072271 Expected Total MS Cnt: 12.8145 Backgound Scale: 0.731904. ITERATION NUMBER 947. Current Log-Posterior: 186315 Step Size: 9716.097647 Smoothing Hyper-parameters: 0.095075 0.099890 0.121522 0.064582 0.084277 0.098574 0.137049 Expected Total MS Cnt: 20.9027 Backgound Scale: 0.738608. ITERATION NUMBER 948. Current Log-Posterior: 171751 Step Size: -14563.85731 Smoothing Hyper-parameters: 0.061035 0.110901 0.019866 0.129430 0.089033 0.075630 0.038457 Expected Total MS Cnt: 13.9275 Backgound Scale: 0.732082. ITERATION NUMBER 949. Current Log-Posterior: 271585 Step Size: 99834.6578 Smoothing Hyper-parameters: 0.040998 0.076478 0.115530 0.117086 0.027910 0.025403 0.062619 Expected Total MS Cnt: 12.1163 Backgound Scale: 0.723068. ITERATION NUMBER 950. Current Log-Posterior: 345631 Step Size: 74045.31437 Smoothing Hyper-parameters: 0.027562 0.065122 0.075049 0.104502 0.113451 0.047982 0.048857 Expected Total MS Cnt: 13.4835 Backgound Scale: 0.727026. ITERATION NUMBER 951. Current Log-Posterior: 502652 Step Size: 157021.1204 Smoothing Hyper-parameters: 0.058725 0.096624 0.050403 0.140435 0.055927 0.073959 0.115697 Expected Total MS Cnt: 12.5891 Backgound Scale: 0.715084. ITERATION NUMBER 952. Current Log-Posterior: 257468 Step Size: -245183.7548 Smoothing Hyper-parameters: 0.043861 0.044076 0.076672 0.118986 0.053666 0.102729 0.030903 Expected Total MS Cnt: 12.7831 Backgound Scale: 0.714067. ITERATION NUMBER 953. Current Log-Posterior: 357878 Step Size: 100409.6148 Smoothing Hyper-parameters: 0.111109 0.078588 0.067458 0.098976 0.075521 0.044677 0.154113 Expected Total MS Cnt: 9.20699 Backgound Scale: 0.737477. ITERATION NUMBER 954. Current Log-Posterior: 164468 Step Size: -193409.4684 Smoothing Hyper-parameters: 0.098365 0.021911 0.102647 0.068990 0.100444 0.059388 0.074530 Expected Total MS Cnt: 8.42214 Backgound Scale: 0.729616. ITERATION NUMBER 955. Current Log-Posterior: 281483 Step Size: 117014.6928 Smoothing Hyper-parameters: 0.087134 0.121106 0.084907 0.075835 0.066826 0.118331 0.063169 Expected Total MS Cnt: 8.51675 Backgound Scale: 0.727179. ITERATION NUMBER 956. Current Log-Posterior: 182974 Step Size: -98509.07603 Smoothing Hyper-parameters: 0.148473 0.128694 0.148882 0.049201 0.055301 0.116548 0.034180 Expected Total MS Cnt: 18.0872 Backgound Scale: 0.734374. ITERATION NUMBER 957. Current Log-Posterior: 119121 Step Size: -63852.54283 Smoothing Hyper-parameters: 0.117163 0.081968 0.108716 0.163059 0.059267 0.092494 0.033741 Expected Total MS Cnt: 11.3192 Backgound Scale: 0.731356. ITERATION NUMBER 958. Current Log-Posterior: 152754 Step Size: 33632.49972 Smoothing Hyper-parameters: 0.107995 0.084640 0.036016 0.075571 0.061520 0.120613 0.051427 Expected Total MS Cnt: 13.6724 Backgound Scale: 0.737247. ITERATION NUMBER 959. Current Log-Posterior: 176282 Step Size: 23528.58389 Smoothing Hyper-parameters: 0.077084 0.069488 0.129080 0.137125 0.031034 0.117157 0.050749 Expected Total MS Cnt: 13.8471 Backgound Scale: 0.721945. ITERATION NUMBER 960. Current Log-Posterior: 214037 Step Size: 37754.14024 Smoothing Hyper-parameters: 0.051437 0.045686 0.118653 0.029215 0.134483 0.053894 0.046798 Expected Total MS Cnt: 14.5615 Backgound Scale: 0.739491. ITERATION NUMBER 961. Current Log-Posterior: 323665 Step Size: 109628.5677 Smoothing Hyper-parameters: 0.099493 0.128659 0.069395 0.093198 0.019499 0.070125 0.118888 Expected Total MS Cnt: 21.6408 Backgound Scale: 0.736159. ITERATION NUMBER 962. Current Log-Posterior: 164181 Step Size: -159483.8679 Smoothing Hyper-parameters: 0.078436 0.101636 0.117411 0.112712 0.118531 0.125416 0.184016 Expected Total MS Cnt: 17.0848 Backgound Scale: 0.728053. ITERATION NUMBER 963. Current Log-Posterior: 195588 Step Size: 31407.17797 Smoothing Hyper-parameters: 0.066490 0.063246 0.117431 0.081651 0.137113 0.154472 0.046785 Expected Total MS Cnt: 16.6564 Backgound Scale: 0.732023. ITERATION NUMBER 964. Current Log-Posterior: 240994 Step Size: 45405.58044 Smoothing Hyper-parameters: 0.048506 0.127933 0.077938 0.115651 0.081515 0.072436 0.118672 Expected Total MS Cnt: 9.74527 Backgound Scale: 0.729922. ITERATION NUMBER 965. Current Log-Posterior: 285217 Step Size: 44222.68037 Smoothing Hyper-parameters: 0.142711 0.084783 0.088445 0.102040 0.114035 0.132821 0.059249 Expected Total MS Cnt: 10.3369 Backgound Scale: 0.72355. ITERATION NUMBER 966. Current Log-Posterior: 135729 Step Size: -149487.805 Smoothing Hyper-parameters: 0.078037 0.045018 0.044352 0.096507 0.083589 0.080352 0.065296 Expected Total MS Cnt: 16.1374 Backgound Scale: 0.731687. ITERATION NUMBER 967. Current Log-Posterior: 246968 Step Size: 111238.6919 Smoothing Hyper-parameters: 0.044099 0.082705 0.068624 0.140462 0.016173 0.090420 0.066470 Expected Total MS Cnt: 15.5099 Backgound Scale: 0.73788. ITERATION NUMBER 968. Current Log-Posterior: 326159 Step Size: 79190.98599 Smoothing Hyper-parameters: 0.084835 0.128081 0.088192 0.112914 0.055884 0.059665 0.018579 Expected Total MS Cnt: 19.2132 Backgound Scale: 0.719809. ITERATION NUMBER 969. Current Log-Posterior: 181738 Step Size: -144420.2492 Smoothing Hyper-parameters: 0.043804 0.055675 0.076187 0.075652 0.028613 0.092088 0.047743 Expected Total MS Cnt: 16.6307 Backgound Scale: 0.720027. ITERATION NUMBER 970. Current Log-Posterior: 350373 Step Size: 168634.9383 Smoothing Hyper-parameters: 0.050092 0.049230 0.174754 0.109043 0.099206 0.057827 0.062482 Expected Total MS Cnt: 15.3781 Backgound Scale: 0.733321. ITERATION NUMBER 971. Current Log-Posterior: 313246 Step Size: -37127.59747 Smoothing Hyper-parameters: 0.058990 0.119038 0.105987 0.079048 0.091237 0.032512 0.102268 Expected Total MS Cnt: 16.3226 Backgound Scale: 0.73574. ITERATION NUMBER 972. Current Log-Posterior: 246029 Step Size: -67216.67331 Smoothing Hyper-parameters: 0.130906 0.050740 0.074501 0.070192 0.065045 0.115964 0.031467 Expected Total MS Cnt: 20.4172 Backgound Scale: 0.733529. ITERATION NUMBER 973. Current Log-Posterior: 170504 Step Size: -75524.74574 Smoothing Hyper-parameters: 0.103768 0.089666 0.077634 0.095951 0.092159 0.092914 0.049475 Expected Total MS Cnt: 15.3635 Backgound Scale: 0.72081. ITERATION NUMBER 974. Current Log-Posterior: 164392 Step Size: -6112.557777 Smoothing Hyper-parameters: 0.024168 0.140002 0.123036 0.101716 0.136563 0.026172 0.055663 Expected Total MS Cnt: 14.1667 Backgound Scale: 0.727032. ITERATION NUMBER 975. Current Log-Posterior: 537603 Step Size: 373211.6141 Smoothing Hyper-parameters: 0.080063 0.052969 0.127601 0.062916 0.049745 0.118815 0.078229 Expected Total MS Cnt: 21.2331 Backgound Scale: 0.730262. ITERATION NUMBER 976. Current Log-Posterior: 220583 Step Size: -317019.8314 Smoothing Hyper-parameters: 0.126623 0.122991 0.135600 0.104630 0.132183 0.076671 0.060873 Expected Total MS Cnt: 9.68138 Backgound Scale: 0.731529. ITERATION NUMBER 977. Current Log-Posterior: 131602 Step Size: -88980.99785 Smoothing Hyper-parameters: 0.071763 0.058104 0.068743 0.085260 0.117057 0.079470 0.100920 Expected Total MS Cnt: 18.4732 Backgound Scale: 0.734071. ITERATION NUMBER 978. Current Log-Posterior: 236800 Step Size: 105197.1801 Smoothing Hyper-parameters: 0.133608 0.023104 0.038911 0.085494 0.104881 0.055277 0.100920 Expected Total MS Cnt: 20.4892 Backgound Scale: 0.729952. ITERATION NUMBER 979. Current Log-Posterior: 250674 Step Size: 13874.44161 Smoothing Hyper-parameters: 0.060852 0.059048 0.044559 0.095199 0.117388 0.041541 0.153669 Expected Total MS Cnt: 11.7511 Backgound Scale: 0.726179. ITERATION NUMBER 980. Current Log-Posterior: 272234 Step Size: 21559.66214 Smoothing Hyper-parameters: 0.027845 0.030274 0.077266 0.101497 0.064685 0.043678 0.057762 Expected Total MS Cnt: 16.4697 Backgound Scale: 0.738422. ITERATION NUMBER 981. Current Log-Posterior: 549302 Step Size: 277067.9393 Smoothing Hyper-parameters: 0.037618 0.045703 0.017660 0.095444 0.120095 0.123236 0.038853 Expected Total MS Cnt: 13.2187 Backgound Scale: 0.723554. ITERATION NUMBER 982. Current Log-Posterior: 429827 Step Size: -119474.794 Smoothing Hyper-parameters: 0.062342 0.078550 0.024482 0.089002 0.090919 0.098480 0.019715 Expected Total MS Cnt: 15.2329 Backgound Scale: 0.726279. ITERATION NUMBER 983. Current Log-Posterior: 269018 Step Size: -160808.9285 Smoothing Hyper-parameters: 0.086441 0.059846 0.080160 0.053815 0.057482 0.073647 0.039187 Expected Total MS Cnt: 11.7844 Backgound Scale: 0.732606. ITERATION NUMBER 984. Current Log-Posterior: 208165 Step Size: -60852.91299 Smoothing Hyper-parameters: 0.078389 0.102868 0.096954 0.075399 0.096426 0.022414 0.132731 Expected Total MS Cnt: 12.313 Backgound Scale: 0.728037. ITERATION NUMBER 985. Current Log-Posterior: 198940 Step Size: -9225.24209 Smoothing Hyper-parameters: 0.083646 0.042758 0.133069 0.084386 0.119602 0.083923 0.054655 Expected Total MS Cnt: 21.0141 Backgound Scale: 0.738138. ITERATION NUMBER 986. Current Log-Posterior: 229402 Step Size: 30462.17288 Smoothing Hyper-parameters: 0.147177 0.120904 0.022781 0.109399 0.084491 0.114743 0.129982 Expected Total MS Cnt: 13.8113 Backgound Scale: 0.73568. ITERATION NUMBER 987. Current Log-Posterior: 148275 Step Size: -81127.44609 Smoothing Hyper-parameters: 0.087258 0.063649 0.075314 0.128232 0.133292 0.143190 0.109705 Expected Total MS Cnt: 11.5755 Backgound Scale: 0.727698. ITERATION NUMBER 988. Current Log-Posterior: 202109 Step Size: 53834.51785 Smoothing Hyper-parameters: 0.103476 0.069513 0.051695 0.041929 0.059850 0.114707 0.021910 Expected Total MS Cnt: 10.8452 Backgound Scale: 0.727541. ITERATION NUMBER 989. Current Log-Posterior: 186185 Step Size: -15924.47478 Smoothing Hyper-parameters: 0.108032 0.086850 0.102970 0.040196 0.084148 0.106182 0.034845 Expected Total MS Cnt: 14.338 Backgound Scale: 0.730764. ITERATION NUMBER 990. Current Log-Posterior: 163177 Step Size: -23007.79399 Smoothing Hyper-parameters: 0.049887 0.054366 0.071480 0.073790 0.137440 0.054006 0.054805 Expected Total MS Cnt: 6.62354 Backgound Scale: 0.729912. ITERATION NUMBER 991. Current Log-Posterior: 309273 Step Size: 146096.4775 Smoothing Hyper-parameters: 0.108407 0.080736 0.089269 0.075922 0.032806 0.126078 0.083699 Expected Total MS Cnt: 5.50365 Backgound Scale: 0.725222. ITERATION NUMBER 992. Current Log-Posterior: 165928 Step Size: -143345.7101 Smoothing Hyper-parameters: 0.099856 0.076069 0.044415 0.030299 0.101685 0.117670 0.129041 Expected Total MS Cnt: 11.4941 Backgound Scale: 0.72622. ITERATION NUMBER 993. Current Log-Posterior: 188561 Step Size: 22633.38767 Smoothing Hyper-parameters: 0.085218 0.064413 0.084261 0.097309 0.024024 0.076232 0.026692 Expected Total MS Cnt: 14.0715 Backgound Scale: 0.745566. ITERATION NUMBER 994. Current Log-Posterior: 205472 Step Size: 16911.43956 Smoothing Hyper-parameters: 0.094514 0.120832 0.040543 0.055646 0.072310 0.036378 0.115649 Expected Total MS Cnt: 9.83897 Backgound Scale: 0.732577. ITERATION NUMBER 995. Current Log-Posterior: 181328 Step Size: -24144.34301 Smoothing Hyper-parameters: 0.053356 0.013927 0.065475 0.082203 0.086806 0.099778 0.091400 Expected Total MS Cnt: 10.9753 Backgound Scale: 0.72787. ITERATION NUMBER 996. Current Log-Posterior: 465792 Step Size: 284463.7683 Smoothing Hyper-parameters: 0.027072 0.033734 0.115749 0.175017 0.073414 0.080634 0.069396 Expected Total MS Cnt: 7.01795 Backgound Scale: 0.730537. ITERATION NUMBER 997. Current Log-Posterior: 550143 Step Size: 84351.34532 Smoothing Hyper-parameters: 0.095618 0.052269 0.009275 0.023267 0.063135 0.057084 0.074987 Expected Total MS Cnt: 12.2679 Backgound Scale: 0.73726. ITERATION NUMBER 998. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.045483 0.027896 0.082674 0.127244 0.077175 0.052291 0.025119 Expected Total MS Cnt: 5.57174 Backgound Scale: 0.729718. ITERATION NUMBER 999. Current Log-Posterior: 385351 Step Size: -inf Smoothing Hyper-parameters: 0.008370 0.063306 0.105557 0.126780 0.104536 0.043292 0.032379 Expected Total MS Cnt: 3.9201 Backgound Scale: 0.73459. ITERATION NUMBER 1000. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.053769 0.101765 0.102468 0.109721 0.036584 0.030442 0.026447 Expected Total MS Cnt: 5.08362 Backgound Scale: 0.724124. > movie(mcmc.sample)