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 t0 "bkg.txt": cp ../PoisDatonPaddedIntTime539.X.060612.txt cnt.txt cp ../ModelDataPaddedIntTime539.0.060529.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log echo "Using starting src of:" >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log cat src.txt >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log echo "Using PSF of:" >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log cat psf.txt >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.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_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.output.txt ### mv dump.txt do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.dump.txt ### cp Rplots.ps do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060819a.plotmean.ps Using starting src of: 1. Using PSF of: 1 R : Copyright 2006, The R Foundation for Statistical Computing Version 2.3.1 (2006-06-01) ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ## > ##### Wrapper functions for C functions > ## > dyn.load( "bayes-image-analysis-060818.1.so" ) > > img <<- function(){ + .C("bayes_image_analysis", + map=double(1)) + } > > run <- function(){ + img() + mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) + mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) + mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) + image(mcmc.lgmean, main = " Posterior Mean, Log Scale") + } > > movie <- function(x = mcmc.sample){ + m <- length(x[1,1,]) + k <- 0 + for(i in 1:m){ + image(log(x[,,i]), main="logscale movie") + for(j in 1:100000) k<- k+1 + } + } > > # Now just type: > run() Code will run in posterior sampling mode. A scale parameter will be fit to the bkg model. The total number of Gibbs draws is 1000, every 10th draws will be saved. The model will be fit using the Multi Scale Prior. The data matrix is 128 by 128. The data file should contain a 2^7 by 2^7 matrix of counts. Starting Values for the smoothing parameter (alpha): Aggregation Level: 0, alpha: 3 (Full Data) Aggregation Level: 1, alpha: 4 Aggregation Level: 2, alpha: 5 Aggregation Level: 3, alpha: 6 Aggregation Level: 4, alpha: 7 Aggregation Level: 5, alpha: 8 Aggregation Level: 6, alpha: 10 (In the 2x2 table) The prior distribution on the total count from the multiscape component is Gamma(1.000000, 0.050000). The hyper-prior smoothing parameter (kappa 2) is 100. ITERATION NUMBER 1. Current Log-Posterior: -72433.7 Smoothing Hyper-parameters: 0.815256 0.932946 0.826974 0.670654 0.307114 0.315070 0.280634 Expected Total MS Cnt: 2765.4 Backgound Scale: 0.769322. ITERATION NUMBER 2. Current Log-Posterior: 17797.8 Step Size: 90231.46906 Smoothing Hyper-parameters: 0.633149 0.809592 0.755419 0.532912 0.293232 0.316947 0.239767 Expected Total MS Cnt: 2238.31 Backgound Scale: 0.831608. ITERATION NUMBER 3. Current Log-Posterior: 26080.7 Step Size: 8282.937405 Smoothing Hyper-parameters: 0.512782 0.639735 0.703369 0.513687 0.316993 0.359939 0.192305 Expected Total MS Cnt: 1758.87 Backgound Scale: 0.843755. ITERATION NUMBER 4. Current Log-Posterior: 33545.7 Step Size: 7465.002102 Smoothing Hyper-parameters: 0.480547 0.587870 0.614166 0.574690 0.498973 0.188685 0.196078 Expected Total MS Cnt: 1509.94 Backgound Scale: 0.886873. ITERATION NUMBER 5. Current Log-Posterior: 36497.7 Step Size: 2952.0191 Smoothing Hyper-parameters: 0.484310 0.625967 0.533379 0.524899 0.422509 0.131202 0.065932 Expected Total MS Cnt: 1348.48 Backgound Scale: 0.915698. ITERATION NUMBER 6. Current Log-Posterior: 36159.5 Step Size: -338.211963 Smoothing Hyper-parameters: 0.474607 0.367272 0.569254 0.460615 0.376987 0.402421 0.116903 Expected Total MS Cnt: 1174.15 Backgound Scale: 0.925076. ITERATION NUMBER 7. Current Log-Posterior: 40876.6 Step Size: 4717.083823 Smoothing Hyper-parameters: 0.286813 0.460487 0.504216 0.525402 0.410607 0.280322 0.180743 Expected Total MS Cnt: 1039.93 Backgound Scale: 0.911124. ITERATION NUMBER 8. Current Log-Posterior: 56260.1 Step Size: 15383.44482 Smoothing Hyper-parameters: 0.237228 0.400285 0.508799 0.529298 0.363517 0.258928 0.195174 Expected Total MS Cnt: 951.658 Backgound Scale: 0.950592. ITERATION NUMBER 9. Current Log-Posterior: 66248.5 Step Size: 9988.403529 Smoothing Hyper-parameters: 0.150412 0.455602 0.490861 0.510978 0.318067 0.248462 0.160978 Expected Total MS Cnt: 869.258 Backgound Scale: 0.926098. ITERATION NUMBER 10. Current Log-Posterior: 95033.3 Step Size: 28784.80724 Smoothing Hyper-parameters: 0.182492 0.302452 0.440166 0.487968 0.354748 0.341787 0.171552 Expected Total MS Cnt: 775.313 Backgound Scale: 0.934348. ITERATION NUMBER 11. Current Log-Posterior: 85128.9 Step Size: -9904.417386 Smoothing Hyper-parameters: 0.114361 0.374634 0.499060 0.378499 0.344582 0.257453 0.141233 Expected Total MS Cnt: 705.633 Backgound Scale: 0.949837. ITERATION NUMBER 12. Current Log-Posterior: 119974 Step Size: 34845.13167 Smoothing Hyper-parameters: 0.123421 0.308511 0.385119 0.429870 0.425897 0.259293 0.161471 Expected Total MS Cnt: 608.371 Backgound Scale: 0.957012. ITERATION NUMBER 13. Current Log-Posterior: 115642 Step Size: -4331.642747 Smoothing Hyper-parameters: 0.114458 0.276200 0.412915 0.393072 0.273184 0.211540 0.247061 Expected Total MS Cnt: 547.514 Backgound Scale: 0.94649. ITERATION NUMBER 14. Current Log-Posterior: 124403 Step Size: 8760.547602 Smoothing Hyper-parameters: 0.113816 0.370605 0.322000 0.315995 0.308189 0.346815 0.031466 Expected Total MS Cnt: 485.765 Backgound Scale: 0.962195. ITERATION NUMBER 15. Current Log-Posterior: 123029 Step Size: -1373.636011 Smoothing Hyper-parameters: 0.153431 0.303062 0.400200 0.356191 0.385153 0.125024 0.138168 Expected Total MS Cnt: 533.461 Backgound Scale: 0.960785. ITERATION NUMBER 16. Current Log-Posterior: 96702.3 Step Size: -26326.99405 Smoothing Hyper-parameters: 0.218451 0.311116 0.338077 0.368497 0.241539 0.232452 0.222381 Expected Total MS Cnt: 451.29 Backgound Scale: 0.952853. ITERATION NUMBER 17. Current Log-Posterior: 73849.6 Step Size: -22852.65541 Smoothing Hyper-parameters: 0.294974 0.303701 0.315704 0.366454 0.292419 0.153113 0.175632 Expected Total MS Cnt: 388.667 Backgound Scale: 0.972039. ITERATION NUMBER 18. Current Log-Posterior: 59798.6 Step Size: -14051.04856 Smoothing Hyper-parameters: 0.134719 0.247861 0.340723 0.382452 0.323242 0.265734 0.242297 Expected Total MS Cnt: 370.271 Backgound Scale: 0.974793. ITERATION NUMBER 19. Current Log-Posterior: 109759 Step Size: 49960.46545 Smoothing Hyper-parameters: 0.110230 0.212893 0.333552 0.347533 0.338729 0.123535 0.250242 Expected Total MS Cnt: 323.634 Backgound Scale: 0.979514. ITERATION NUMBER 20. Current Log-Posterior: 133119 Step Size: 23359.88143 Smoothing Hyper-parameters: 0.115738 0.150846 0.262713 0.311041 0.329727 0.226050 0.142262 Expected Total MS Cnt: 298.071 Backgound Scale: 0.991114. ITERATION NUMBER 21. Current Log-Posterior: 132719 Step Size: -399.6452317 Smoothing Hyper-parameters: 0.105275 0.140691 0.313137 0.328997 0.367267 0.243338 0.269330 Expected Total MS Cnt: 251.065 Backgound Scale: 0.979354. ITERATION NUMBER 22. Current Log-Posterior: 144609 Step Size: 11889.7059 Smoothing Hyper-parameters: 0.051163 0.207563 0.400531 0.377369 0.188327 0.233001 0.201113 Expected Total MS Cnt: 234.755 Backgound Scale: 0.994152. ITERATION NUMBER 23. Current Log-Posterior: 255052 Step Size: 110442.8345 Smoothing Hyper-parameters: 0.131330 0.112857 0.369319 0.362341 0.323940 0.169468 0.198035 Expected Total MS Cnt: 207.775 Backgound Scale: 1.00267. ITERATION NUMBER 24. Current Log-Posterior: 126536 Step Size: -128515.6337 Smoothing Hyper-parameters: 0.187630 0.115925 0.217775 0.360394 0.387203 0.215171 0.202245 Expected Total MS Cnt: 216.919 Backgound Scale: 0.989365. ITERATION NUMBER 25. Current Log-Posterior: 100688 Step Size: -25848.28991 Smoothing Hyper-parameters: 0.132237 0.209931 0.281071 0.250982 0.261931 0.265251 0.257818 Expected Total MS Cnt: 221.666 Backgound Scale: 0.980448. ITERATION NUMBER 26. Current Log-Posterior: 114381 Step Size: 13693.0085 Smoothing Hyper-parameters: 0.083079 0.290239 0.364539 0.266450 0.120589 0.243744 0.299724 Expected Total MS Cnt: 193.642 Backgound Scale: 0.983061. ITERATION NUMBER 27. Current Log-Posterior: 162090 Step Size: 47709.01382 Smoothing Hyper-parameters: 0.125913 0.179441 0.277849 0.220052 0.177616 0.251043 0.182873 Expected Total MS Cnt: 184.848 Backgound Scale: 0.990084. ITERATION NUMBER 28. Current Log-Posterior: 121378 Step Size: -40711.867 Smoothing Hyper-parameters: 0.100598 0.290630 0.300833 0.435252 0.245440 0.204352 0.175665 Expected Total MS Cnt: 188.979 Backgound Scale: 0.992032. ITERATION NUMBER 29. Current Log-Posterior: 138576 Step Size: 17198.0347 Smoothing Hyper-parameters: 0.152497 0.100274 0.272682 0.281274 0.287946 0.233822 0.143768 Expected Total MS Cnt: 184.119 Backgound Scale: 0.984685. ITERATION NUMBER 30. Current Log-Posterior: 117701 Step Size: -20875.56534 Smoothing Hyper-parameters: 0.189909 0.108892 0.267481 0.259192 0.330734 0.192246 0.233209 Expected Total MS Cnt: 148.485 Backgound Scale: 1.0032. ITERATION NUMBER 31. Current Log-Posterior: 101435 Step Size: -16265.92817 Smoothing Hyper-parameters: 0.030010 0.287564 0.196209 0.320780 0.176753 0.151916 0.188871 Expected Total MS Cnt: 165.869 Backgound Scale: 0.991868. ITERATION NUMBER 32. Current Log-Posterior: 418484 Step Size: 317049.423 Smoothing Hyper-parameters: 0.057542 0.103700 0.231066 0.253233 0.247551 0.222663 0.146982 Expected Total MS Cnt: 196.474 Backgound Scale: 0.989217. ITERATION NUMBER 33. Current Log-Posterior: 247594 Step Size: -170890.3805 Smoothing Hyper-parameters: 0.094832 0.112782 0.250187 0.164842 0.301204 0.283810 0.194125 Expected Total MS Cnt: 155.563 Backgound Scale: 0.986283. ITERATION NUMBER 34. Current Log-Posterior: 162188 Step Size: -85406.0364 Smoothing Hyper-parameters: 0.134488 0.071145 0.326251 0.298465 0.197526 0.204732 0.167962 Expected Total MS Cnt: 158.452 Backgound Scale: 1.00135. ITERATION NUMBER 35. Current Log-Posterior: 140582 Step Size: -21605.3534 Smoothing Hyper-parameters: 0.025648 0.197377 0.118544 0.261920 0.352687 0.291299 0.152387 Expected Total MS Cnt: 170.856 Backgound Scale: 0.971995. ITERATION NUMBER 36. Current Log-Posterior: 494398 Step Size: 353815.8109 Smoothing Hyper-parameters: 0.114655 0.131401 0.274858 0.282788 0.176816 0.185347 0.221574 Expected Total MS Cnt: 161.91 Backgound Scale: 0.975067. ITERATION NUMBER 37. Current Log-Posterior: 139009 Step Size: -355389.204 Smoothing Hyper-parameters: 0.069644 0.084645 0.169410 0.210171 0.224437 0.195123 0.368029 Expected Total MS Cnt: 145.9 Backgound Scale: 0.988324. ITERATION NUMBER 38. Current Log-Posterior: 218458 Step Size: 79449.35288 Smoothing Hyper-parameters: 0.089995 0.097429 0.267800 0.289175 0.331949 0.150880 0.264266 Expected Total MS Cnt: 136.627 Backgound Scale: 0.978573. ITERATION NUMBER 39. Current Log-Posterior: 173660 Step Size: -44798.04947 Smoothing Hyper-parameters: 0.034335 0.092861 0.227227 0.223962 0.289589 0.331173 0.220030 Expected Total MS Cnt: 133.137 Backgound Scale: 0.995403. ITERATION NUMBER 40. Current Log-Posterior: 394642 Step Size: 220981.9573 Smoothing Hyper-parameters: 0.139287 0.059326 0.263561 0.287209 0.195227 0.212782 0.075448 Expected Total MS Cnt: 116.645 Backgound Scale: 0.994615. ITERATION NUMBER 41. Current Log-Posterior: 147666 Step Size: -246976.1358 Smoothing Hyper-parameters: 0.129471 0.122965 0.165382 0.224658 0.282558 0.193149 0.285696 Expected Total MS Cnt: 127.395 Backgound Scale: 0.989314. ITERATION NUMBER 42. Current Log-Posterior: 129298 Step Size: -18367.50693 Smoothing Hyper-parameters: 0.065040 0.200871 0.115310 0.267159 0.217911 0.206402 0.246892 Expected Total MS Cnt: 123.026 Backgound Scale: 0.992743. ITERATION NUMBER 43. Current Log-Posterior: 210465 Step Size: 81166.65475 Smoothing Hyper-parameters: 0.080653 0.032559 0.153802 0.295233 0.245687 0.253555 0.183123 Expected Total MS Cnt: 123.015 Backgound Scale: 0.981312. ITERATION NUMBER 44. Current Log-Posterior: 255628 Step Size: 45162.8814 Smoothing Hyper-parameters: 0.089047 0.075284 0.241373 0.228847 0.357397 0.232294 0.085277 Expected Total MS Cnt: 95.6311 Backgound Scale: 1.01521. ITERATION NUMBER 45. Current Log-Posterior: 184762 Step Size: -70865.68647 Smoothing Hyper-parameters: 0.208367 0.106681 0.180137 0.269073 0.160559 0.067084 0.239377 Expected Total MS Cnt: 79.9822 Backgound Scale: 1.00805. ITERATION NUMBER 46. Current Log-Posterior: 96505.9 Step Size: -88256.35489 Smoothing Hyper-parameters: 0.178347 0.168369 0.227018 0.227646 0.173876 0.234128 0.112826 Expected Total MS Cnt: 88.2671 Backgound Scale: 0.990662. ITERATION NUMBER 47. Current Log-Posterior: 95515.6 Step Size: -990.3415069 Smoothing Hyper-parameters: 0.201309 0.132682 0.138982 0.246099 0.144123 0.145863 0.238706 Expected Total MS Cnt: 105.458 Backgound Scale: 0.989831. ITERATION NUMBER 48. Current Log-Posterior: 95266.5 Step Size: -249.151856 Smoothing Hyper-parameters: 0.165131 0.047967 0.167437 0.175660 0.203370 0.161860 0.209271 Expected Total MS Cnt: 101.836 Backgound Scale: 0.990831. ITERATION NUMBER 49. Current Log-Posterior: 145037 Step Size: 49770.22521 Smoothing Hyper-parameters: 0.181067 0.055565 0.171952 0.177898 0.225313 0.139045 0.290283 Expected Total MS Cnt: 92.8736 Backgound Scale: 1.01095. ITERATION NUMBER 50. Current Log-Posterior: 131323 Step Size: -13713.28213 Smoothing Hyper-parameters: 0.024120 0.134417 0.133808 0.380203 0.331997 0.162080 0.266502 Expected Total MS Cnt: 100.047 Backgound Scale: 1.00037. ITERATION NUMBER 51. Current Log-Posterior: 537133 Step Size: 405809.2105 Smoothing Hyper-parameters: 0.117976 0.125200 0.151616 0.200569 0.193729 0.327313 0.300604 Expected Total MS Cnt: 107.336 Backgound Scale: 0.992359. ITERATION NUMBER 52. Current Log-Posterior: 136527 Step Size: -400605.5577 Smoothing Hyper-parameters: 0.036659 0.138619 0.171389 0.264163 0.251099 0.264931 0.159512 Expected Total MS Cnt: 87.0831 Backgound Scale: 0.99537. ITERATION NUMBER 53. Current Log-Posterior: 362785 Step Size: 226258.0956 Smoothing Hyper-parameters: 0.117190 0.156525 0.159294 0.191696 0.126571 0.135424 0.169570 Expected Total MS Cnt: 76.5279 Backgound Scale: 1.0001. ITERATION NUMBER 54. Current Log-Posterior: 133446 Step Size: -229338.7062 Smoothing Hyper-parameters: 0.162878 0.130116 0.204273 0.181531 0.246756 0.248722 0.222823 Expected Total MS Cnt: 73.6942 Backgound Scale: 0.996818. ITERATION NUMBER 55. Current Log-Posterior: 108521 Step Size: -24925.36309 Smoothing Hyper-parameters: 0.186800 0.046192 0.219898 0.226873 0.231881 0.285429 0.210185 Expected Total MS Cnt: 75.3807 Backgound Scale: 1.00845. ITERATION NUMBER 56. Current Log-Posterior: 138933 Step Size: 30412.05452 Smoothing Hyper-parameters: 0.078346 0.113255 0.178383 0.286127 0.202518 0.368768 0.198190 Expected Total MS Cnt: 75.6134 Backgound Scale: 1.00332. ITERATION NUMBER 57. Current Log-Posterior: 189515 Step Size: 50582.18559 Smoothing Hyper-parameters: 0.063315 0.030781 0.184099 0.190004 0.191771 0.328362 0.205183 Expected Total MS Cnt: 65.8413 Backgound Scale: 0.988673. ITERATION NUMBER 58. Current Log-Posterior: 302194 Step Size: 112678.3689 Smoothing Hyper-parameters: 0.104266 0.065500 0.244709 0.284420 0.197122 0.273245 0.201212 Expected Total MS Cnt: 58.4713 Backgound Scale: 0.996391. ITERATION NUMBER 59. Current Log-Posterior: 168759 Step Size: -133434.4303 Smoothing Hyper-parameters: 0.040938 0.079715 0.296337 0.262936 0.223428 0.259388 0.163625 Expected Total MS Cnt: 75.7598 Backgound Scale: 0.986881. ITERATION NUMBER 60. Current Log-Posterior: 342946 Step Size: 174186.5692 Smoothing Hyper-parameters: 0.054133 0.119816 0.106883 0.279129 0.242420 0.264581 0.191675 Expected Total MS Cnt: 59.1567 Backgound Scale: 0.990484. ITERATION NUMBER 61. Current Log-Posterior: 260113 Step Size: -82832.42969 Smoothing Hyper-parameters: 0.059210 0.139737 0.131418 0.187630 0.153319 0.214382 0.138275 Expected Total MS Cnt: 59.572 Backgound Scale: 0.984178. ITERATION NUMBER 62. Current Log-Posterior: 238548 Step Size: -21565.58983 Smoothing Hyper-parameters: 0.113455 0.104473 0.110868 0.164246 0.187758 0.230747 0.195760 Expected Total MS Cnt: 63.1995 Backgound Scale: 1.00203. ITERATION NUMBER 63. Current Log-Posterior: 148732 Step Size: -89816.15671 Smoothing Hyper-parameters: 0.113455 0.225518 0.214080 0.180660 0.338109 0.216180 0.123734 Expected Total MS Cnt: 52.5771 Backgound Scale: 0.999389. ITERATION NUMBER 64. Current Log-Posterior: 130425 Step Size: -18306.93647 Smoothing Hyper-parameters: 0.195542 0.043592 0.242744 0.152769 0.297465 0.126480 0.205785 Expected Total MS Cnt: 53.9032 Backgound Scale: 0.993282. ITERATION NUMBER 65. Current Log-Posterior: 140956 Step Size: 10531.15943 Smoothing Hyper-parameters: 0.061092 0.278923 0.107673 0.232399 0.268607 0.118486 0.245773 Expected Total MS Cnt: 58.1483 Backgound Scale: 1.00595. ITERATION NUMBER 66. Current Log-Posterior: 222477 Step Size: 81520.84864 Smoothing Hyper-parameters: 0.173101 0.110561 0.233614 0.269318 0.163366 0.219806 0.188888 Expected Total MS Cnt: 66.18 Backgound Scale: 0.998714. ITERATION NUMBER 67. Current Log-Posterior: 106625 Step Size: -115851.3322 Smoothing Hyper-parameters: 0.339065 0.129291 0.128375 0.266274 0.184260 0.108091 0.282464 Expected Total MS Cnt: 64.7447 Backgound Scale: 1.00029. ITERATION NUMBER 68. Current Log-Posterior: 71861.6 Step Size: -34763.80303 Smoothing Hyper-parameters: 0.047627 0.208568 0.215988 0.219039 0.172085 0.189395 0.105110 Expected Total MS Cnt: 55.0391 Backgound Scale: 1.00641. ITERATION NUMBER 69. Current Log-Posterior: 279872 Step Size: 208010.4587 Smoothing Hyper-parameters: 0.104062 0.167690 0.311110 0.103628 0.256673 0.224573 0.207252 Expected Total MS Cnt: 66.7564 Backgound Scale: 1.01081. ITERATION NUMBER 70. Current Log-Posterior: 143093 Step Size: -136779.4198 Smoothing Hyper-parameters: 0.127977 0.297092 0.250726 0.203582 0.126918 0.269509 0.222564 Expected Total MS Cnt: 63.9072 Backgound Scale: 0.987929. ITERATION NUMBER 71. Current Log-Posterior: 115356 Step Size: -27736.71449 Smoothing Hyper-parameters: 0.041705 0.156727 0.186532 0.148697 0.175929 0.183739 0.215961 Expected Total MS Cnt: 73.8127 Backgound Scale: 0.994578. ITERATION NUMBER 72. Current Log-Posterior: 317387 Step Size: 202030.6311 Smoothing Hyper-parameters: 0.126150 0.114867 0.130408 0.169750 0.142840 0.146538 0.160476 Expected Total MS Cnt: 67.1408 Backgound Scale: 0.999661. ITERATION NUMBER 73. Current Log-Posterior: 134082 Step Size: -183304.8155 Smoothing Hyper-parameters: 0.075655 0.087784 0.102004 0.310656 0.200373 0.113648 0.162941 Expected Total MS Cnt: 61.6759 Backgound Scale: 1.0042. ITERATION NUMBER 74. Current Log-Posterior: 207886 Step Size: 73803.87675 Smoothing Hyper-parameters: 0.042494 0.142621 0.199758 0.134976 0.258405 0.190485 0.255266 Expected Total MS Cnt: 44.3222 Backgound Scale: 0.995597. ITERATION NUMBER 75. Current Log-Posterior: 316117 Step Size: 108230.9354 Smoothing Hyper-parameters: 0.094715 0.180465 0.138736 0.068555 0.301570 0.236744 0.204672 Expected Total MS Cnt: 41.0323 Backgound Scale: 0.996846. ITERATION NUMBER 76. Current Log-Posterior: 155882 Step Size: -160234.487 Smoothing Hyper-parameters: 0.038028 0.144569 0.136281 0.241236 0.065893 0.386493 0.190095 Expected Total MS Cnt: 37.2933 Backgound Scale: 1.00148. ITERATION NUMBER 77. Current Log-Posterior: 351823 Step Size: 195941.3671 Smoothing Hyper-parameters: 0.047662 0.198708 0.192589 0.251043 0.216087 0.171902 0.313758 Expected Total MS Cnt: 29.6231 Backgound Scale: 1.00247. ITERATION NUMBER 78. Current Log-Posterior: 277978 Step Size: -73845.35282 Smoothing Hyper-parameters: 0.138946 0.132191 0.180222 0.156540 0.266018 0.138965 0.323823 Expected Total MS Cnt: 32.588 Backgound Scale: 0.986872. ITERATION NUMBER 79. Current Log-Posterior: 120665 Step Size: -157313.039 Smoothing Hyper-parameters: 0.071646 0.092709 0.216925 0.235285 0.223695 0.273545 0.101423 Expected Total MS Cnt: 36.1205 Backgound Scale: 1.00004. ITERATION NUMBER 80. Current Log-Posterior: 210682 Step Size: 90016.66973 Smoothing Hyper-parameters: 0.193787 0.100796 0.237365 0.258296 0.182448 0.152802 0.212525 Expected Total MS Cnt: 18.703 Backgound Scale: 0.996653. ITERATION NUMBER 81. Current Log-Posterior: 101926 Step Size: -108756.1271 Smoothing Hyper-parameters: 0.183993 0.137851 0.075045 0.046275 0.235697 0.289144 0.197250 Expected Total MS Cnt: 21.541 Backgound Scale: 1.00145. ITERATION NUMBER 82. Current Log-Posterior: 106984 Step Size: 5058.643713 Smoothing Hyper-parameters: 0.203461 0.092722 0.086640 0.204364 0.098785 0.262785 0.167014 Expected Total MS Cnt: 19.8039 Backgound Scale: 0.987804. ITERATION NUMBER 83. Current Log-Posterior: 108393 Step Size: 1408.996066 Smoothing Hyper-parameters: 0.220107 0.208872 0.040364 0.208169 0.258468 0.281671 0.157098 Expected Total MS Cnt: 9.01678 Backgound Scale: 0.999338. ITERATION NUMBER 84. Current Log-Posterior: 95472.2 Step Size: -12920.97652 Smoothing Hyper-parameters: 0.205878 0.043096 0.297268 0.139396 0.189534 0.349908 0.266768 Expected Total MS Cnt: 15.2536 Backgound Scale: 0.994366. ITERATION NUMBER 85. Current Log-Posterior: 139167 Step Size: 43694.30776 Smoothing Hyper-parameters: 0.404895 0.169480 0.193437 0.216995 0.313549 0.151251 0.156858 Expected Total MS Cnt: 16.8691 Backgound Scale: 0.995309. ITERATION NUMBER 86. Current Log-Posterior: 57623.6 Step Size: -81542.9471 Smoothing Hyper-parameters: 0.042620 0.223066 0.075118 0.221182 0.113556 0.219332 0.231999 Expected Total MS Cnt: 25.4102 Backgound Scale: 0.999544. ITERATION NUMBER 87. Current Log-Posterior: 313199 Step Size: 255574.9341 Smoothing Hyper-parameters: 0.049291 0.091148 0.241980 0.077388 0.171472 0.159102 0.327034 Expected Total MS Cnt: 11.4382 Backgound Scale: 1.00102. ITERATION NUMBER 88. Current Log-Posterior: 286843 Step Size: -26355.56067 Smoothing Hyper-parameters: 0.288284 0.091454 0.267180 0.073383 0.208167 0.066525 0.206476 Expected Total MS Cnt: 9.17614 Backgound Scale: 0.994455. ITERATION NUMBER 89. Current Log-Posterior: 85976.7 Step Size: -200866.268 Smoothing Hyper-parameters: 0.180373 0.062874 0.149193 0.144263 0.274513 0.278531 0.293449 Expected Total MS Cnt: 14.0039 Backgound Scale: 0.995445. ITERATION NUMBER 90. Current Log-Posterior: 126927 Step Size: 40950.74834 Smoothing Hyper-parameters: 0.063833 0.181089 0.184744 0.175247 0.182755 0.182817 0.121530 Expected Total MS Cnt: 13.3149 Backgound Scale: 1.00209. ITERATION NUMBER 91. Current Log-Posterior: 220403 Step Size: 93475.46549 Smoothing Hyper-parameters: 0.051749 0.234377 0.107364 0.121093 0.002984 0.246287 0.264209 Expected Total MS Cnt: 9.30007 Backgound Scale: 1.0073. ITERATION NUMBER 92. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.224551 0.092751 0.185785 0.122079 0.161801 0.287924 0.161902 Expected Total MS Cnt: 6.09282 Backgound Scale: 0.999681. ITERATION NUMBER 93. Current Log-Posterior: 97944.5 Step Size: -inf Smoothing Hyper-parameters: 0.109462 0.009922 0.193791 0.127491 0.144711 0.240874 0.133674 Expected Total MS Cnt: 6.90427 Backgound Scale: 0.979478. ITERATION NUMBER 94. Current Log-Posterior: 431384 Step Size: 333439.5759 Smoothing Hyper-parameters: 0.156163 0.148359 0.109627 0.138555 0.263446 0.175893 0.178846 Expected Total MS Cnt: 3.76817 Backgound Scale: 1.00549. ITERATION NUMBER 95. Current Log-Posterior: 111008 Step Size: -320376.4436 Smoothing Hyper-parameters: 0.142950 0.160657 0.166565 0.107936 0.089303 0.085735 0.165495 Expected Total MS Cnt: 1.87722 Backgound Scale: 1.00018. ITERATION NUMBER 96. Current Log-Posterior: 115199 Step Size: 4191.734503 Smoothing Hyper-parameters: 0.109743 0.181526 0.132516 0.096400 0.292677 0.160146 0.177889 Expected Total MS Cnt: 1.35708 Backgound Scale: 0.998938. ITERATION NUMBER 97. Current Log-Posterior: 140804 Step Size: 25604.3222 Smoothing Hyper-parameters: 0.109705 0.198101 0.121473 0.049056 0.205861 0.230616 0.168173 Expected Total MS Cnt: 0.200223 Backgound Scale: 0.994263. ITERATION NUMBER 98. Current Log-Posterior: 139894 Step Size: -909.8833482 Smoothing Hyper-parameters: 0.168192 0.139842 0.242642 0.011034 0.108096 0.177663 0.171833 Expected Total MS Cnt: 0.114307 Backgound Scale: 1.01263. ITERATION NUMBER 99. Current Log-Posterior: 120028 Step Size: -19866.03628 Smoothing Hyper-parameters: 0.091705 0.122052 0.062242 0.116646 0.050931 0.146549 0.071246 Expected Total MS Cnt: 1.5585 Backgound Scale: 1.00888. ITERATION NUMBER 100. Current Log-Posterior: 177029 Step Size: 57001.10077 Smoothing Hyper-parameters: 0.008375 0.237730 0.309096 0.056749 0.158443 0.178506 0.263229 Expected Total MS Cnt: 1.28844 Backgound Scale: 1.00211. ITERATION NUMBER 101. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.134266 0.139870 0.091779 0.208904 0.026470 0.160456 0.158938 Expected Total MS Cnt: 0.286977 Backgound Scale: 0.989287. ITERATION NUMBER 102. Current Log-Posterior: 128328 Step Size: -inf Smoothing Hyper-parameters: 0.117236 0.139499 0.174129 0.206972 0.206483 0.238844 0.153523 Expected Total MS Cnt: 0.983824 Backgound Scale: 0.999748. ITERATION NUMBER 103. Current Log-Posterior: 132921 Step Size: 4592.666738 Smoothing Hyper-parameters: 0.289807 0.099883 0.157216 0.261616 0.111065 0.284082 0.328846 Expected Total MS Cnt: 3.84882 Backgound Scale: 1.00296. ITERATION NUMBER 104. Current Log-Posterior: 82963.8 Step Size: -49956.73448 Smoothing Hyper-parameters: 0.166065 0.143641 0.126966 0.177195 0.160126 0.160840 0.182376 Expected Total MS Cnt: 3.69393 Backgound Scale: 1.01981. ITERATION NUMBER 105. Current Log-Posterior: 106620 Step Size: 23656.44383 Smoothing Hyper-parameters: 0.158977 0.136489 0.246939 0.080666 0.108117 0.137068 0.169798 Expected Total MS Cnt: 3.67398 Backgound Scale: 0.994897. ITERATION NUMBER 106. Current Log-Posterior: 109658 Step Size: 3038.087246 Smoothing Hyper-parameters: 0.072127 0.147547 0.222064 0.176585 0.187506 0.331871 0.184894 Expected Total MS Cnt: 2.53867 Backgound Scale: 0.999849. ITERATION NUMBER 107. Current Log-Posterior: 195854 Step Size: 86195.87471 Smoothing Hyper-parameters: 0.093281 0.135368 0.223122 0.089627 0.065304 0.148734 0.207364 Expected Total MS Cnt: 4.12859 Backgound Scale: 0.988953. ITERATION NUMBER 108. Current Log-Posterior: 164089 Step Size: -31764.99052 Smoothing Hyper-parameters: 0.054840 0.086146 0.225423 0.236595 0.194336 0.149863 0.281742 Expected Total MS Cnt: 1.92455 Backgound Scale: 1.01186. ITERATION NUMBER 109. Current Log-Posterior: 262933 Step Size: 98843.45232 Smoothing Hyper-parameters: 0.217930 0.154217 0.145886 0.254354 0.184180 0.115796 0.108373 Expected Total MS Cnt: 2.73937 Backgound Scale: 1.00382. ITERATION NUMBER 110. Current Log-Posterior: 87044.6 Step Size: -175888.0778 Smoothing Hyper-parameters: 0.221323 0.087717 0.214048 0.169403 0.285407 0.231263 0.150718 Expected Total MS Cnt: 3.98153 Backgound Scale: 0.987144. ITERATION NUMBER 111. Current Log-Posterior: 100359 Step Size: 13314.44535 Smoothing Hyper-parameters: 0.048393 0.152580 0.158713 0.106074 0.277157 0.102024 0.109040 Expected Total MS Cnt: 0.265845 Backgound Scale: 1.01034. ITERATION NUMBER 112. Current Log-Posterior: 281864 Step Size: 181504.4434 Smoothing Hyper-parameters: 0.274492 0.140692 0.193843 0.200850 0.173970 0.085352 0.192041 Expected Total MS Cnt: 3.90053 Backgound Scale: 0.995867. ITERATION NUMBER 113. Current Log-Posterior: 75796.1 Step Size: -206067.4659 Smoothing Hyper-parameters: 0.102155 0.195952 0.212586 0.237905 0.227511 0.184950 0.071538 Expected Total MS Cnt: 3.55016 Backgound Scale: 0.999737. ITERATION NUMBER 114. Current Log-Posterior: 143171 Step Size: 67374.72643 Smoothing Hyper-parameters: 0.254769 0.162336 0.044195 0.118890 0.232236 0.075697 0.171432 Expected Total MS Cnt: 4.2087 Backgound Scale: 1.00164. ITERATION NUMBER 115. Current Log-Posterior: 90837.8 Step Size: -52333.03072 Smoothing Hyper-parameters: 0.078420 0.121181 0.107495 0.010423 0.167077 0.126523 0.204767 Expected Total MS Cnt: 3.57254 Backgound Scale: 0.994794. ITERATION NUMBER 116. Current Log-Posterior: 208100 Step Size: 117261.926 Smoothing Hyper-parameters: 0.058775 0.314402 0.168864 0.161367 0.102143 0.103616 0.157286 Expected Total MS Cnt: 5.00636 Backgound Scale: 0.995983. ITERATION NUMBER 117. Current Log-Posterior: 225652 Step Size: 17552.59502 Smoothing Hyper-parameters: 0.207331 0.117737 0.113743 0.137020 0.104181 0.088032 0.075834 Expected Total MS Cnt: 11.3693 Backgound Scale: 1.00042. ITERATION NUMBER 118. Current Log-Posterior: 97583 Step Size: -128069.2978 Smoothing Hyper-parameters: 0.193375 0.156107 0.008390 0.245595 0.177527 0.026648 0.065102 Expected Total MS Cnt: 7.15932 Backgound Scale: 1.00964. ITERATION NUMBER 119. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.307048 0.257984 0.089973 0.089329 0.160598 0.205389 0.149012 Expected Total MS Cnt: 7.90115 Backgound Scale: 0.99728. ITERATION NUMBER 120. Current Log-Posterior: 68401.3 Step Size: -inf Smoothing Hyper-parameters: 0.296794 0.191179 0.232968 0.147488 0.146098 0.061044 0.076822 Expected Total MS Cnt: 8.98939 Backgound Scale: 0.994454. ITERATION NUMBER 121. Current Log-Posterior: 67650.9 Step Size: -750.4164554 Smoothing Hyper-parameters: 0.244211 0.221181 0.136642 0.152013 0.162003 0.148958 0.133410 Expected Total MS Cnt: 5.79724 Backgound Scale: 0.999596. ITERATION NUMBER 122. Current Log-Posterior: 76740.5 Step Size: 9089.570218 Smoothing Hyper-parameters: 0.175919 0.255174 0.170026 0.187535 0.340621 0.085445 0.193697 Expected Total MS Cnt: 10.6908 Backgound Scale: 1.01541. ITERATION NUMBER 123. Current Log-Posterior: 91818.7 Step Size: 15078.16979 Smoothing Hyper-parameters: 0.147305 0.076557 0.193983 0.129078 0.193752 0.142713 0.286225 Expected Total MS Cnt: 10.2693 Backgound Scale: 1.00182. ITERATION NUMBER 124. Current Log-Posterior: 131471 Step Size: 39652.48269 Smoothing Hyper-parameters: 0.135577 0.070255 0.247448 0.107487 0.179414 0.077735 0.114979 Expected Total MS Cnt: 10.8882 Backgound Scale: 0.996471. ITERATION NUMBER 125. Current Log-Posterior: 143192 Step Size: 11720.42983 Smoothing Hyper-parameters: 0.042836 0.124158 0.203278 0.113979 0.279599 0.238681 0.140150 Expected Total MS Cnt: 8.61636 Backgound Scale: 0.999886. ITERATION NUMBER 126. Current Log-Posterior: 319719 Step Size: 176527.8403 Smoothing Hyper-parameters: 0.233018 0.241238 0.201834 0.198393 0.240021 0.159375 0.138775 Expected Total MS Cnt: 10.5551 Backgound Scale: 1.02493. ITERATION NUMBER 127. Current Log-Posterior: 75193.8 Step Size: -244525.5614 Smoothing Hyper-parameters: 0.199182 0.045568 0.114560 0.228458 0.080253 0.260320 0.135032 Expected Total MS Cnt: 11.3817 Backgound Scale: 0.995264. ITERATION NUMBER 128. Current Log-Posterior: 139504 Step Size: 64310.64903 Smoothing Hyper-parameters: 0.027857 0.057351 0.118554 0.099535 0.154939 0.115406 0.250893 Expected Total MS Cnt: 18.1579 Backgound Scale: 0.995843. ITERATION NUMBER 129. Current Log-Posterior: 497483 Step Size: 357978.2063 Smoothing Hyper-parameters: 0.076504 0.176212 0.049693 0.040314 0.097909 0.199421 0.173149 Expected Total MS Cnt: 9.5759 Backgound Scale: 1.00261. ITERATION NUMBER 130. Current Log-Posterior: 200336 Step Size: -297146.3877 Smoothing Hyper-parameters: 0.144047 0.241218 0.175462 0.145474 0.166456 0.135353 0.085815 Expected Total MS Cnt: 13.5732 Backgound Scale: 0.998623. ITERATION NUMBER 131. Current Log-Posterior: 108682 Step Size: -91654.29319 Smoothing Hyper-parameters: 0.214070 0.179504 0.198553 0.201795 0.292376 0.161161 0.156278 Expected Total MS Cnt: 12.1053 Backgound Scale: 0.998245. ITERATION NUMBER 132. Current Log-Posterior: 83972.8 Step Size: -24709.25708 Smoothing Hyper-parameters: 0.144807 0.249411 0.123192 0.142235 0.065558 0.150522 0.129202 Expected Total MS Cnt: 14.246 Backgound Scale: 0.991463. ITERATION NUMBER 133. Current Log-Posterior: 110012 Step Size: 26039.14007 Smoothing Hyper-parameters: 0.266872 0.160603 0.172558 0.100372 0.115145 0.300551 0.231548 Expected Total MS Cnt: 13.0628 Backgound Scale: 1.00665. ITERATION NUMBER 134. Current Log-Posterior: 76823.1 Step Size: -33188.79989 Smoothing Hyper-parameters: 0.158327 0.050198 0.081944 0.108435 0.218934 0.240260 0.149831 Expected Total MS Cnt: 10.5224 Backgound Scale: 1.00421. ITERATION NUMBER 135. Current Log-Posterior: 153809 Step Size: 76985.62952 Smoothing Hyper-parameters: 0.243742 0.179311 0.102528 0.050845 0.198011 0.097867 0.062289 Expected Total MS Cnt: 7.02901 Backgound Scale: 0.997015. ITERATION NUMBER 136. Current Log-Posterior: 83912.5 Step Size: -69896.19465 Smoothing Hyper-parameters: 0.086808 0.182356 0.105053 0.198706 0.096590 0.279718 0.146141 Expected Total MS Cnt: 11.4688 Backgound Scale: 1.00274. ITERATION NUMBER 137. Current Log-Posterior: 166369 Step Size: 82456.24521 Smoothing Hyper-parameters: 0.105909 0.098627 0.137108 0.088732 0.181335 0.210301 0.339883 Expected Total MS Cnt: 18.4132 Backgound Scale: 1.00655. ITERATION NUMBER 138. Current Log-Posterior: 155823 Step Size: -10546.06074 Smoothing Hyper-parameters: 0.134449 0.091335 0.195327 0.097617 0.323195 0.131539 0.120403 Expected Total MS Cnt: 12.8299 Backgound Scale: 0.989221. ITERATION NUMBER 139. Current Log-Posterior: 136383 Step Size: -19439.92306 Smoothing Hyper-parameters: 0.199464 0.229347 0.159116 0.251813 0.143834 0.116295 0.162223 Expected Total MS Cnt: 18.049 Backgound Scale: 1.01389. ITERATION NUMBER 140. Current Log-Posterior: 85287.7 Step Size: -51095.10869 Smoothing Hyper-parameters: 0.012828 0.134429 0.149951 0.215491 0.112261 0.248122 0.237743 Expected Total MS Cnt: 17.7761 Backgound Scale: 1.0042. ITERATION NUMBER 141. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.130098 0.109404 0.144465 0.196606 0.192389 0.166508 0.262876 Expected Total MS Cnt: 15.3881 Backgound Scale: 1.00533. ITERATION NUMBER 142. Current Log-Posterior: 132752 Step Size: -inf Smoothing Hyper-parameters: 0.155897 0.253542 0.035510 0.157800 0.132518 0.134972 0.089072 Expected Total MS Cnt: 17.5272 Backgound Scale: 1.00093. ITERATION NUMBER 143. Current Log-Posterior: 118633 Step Size: -14118.97174 Smoothing Hyper-parameters: 0.241585 0.051004 0.060283 0.215154 0.114432 0.274682 0.190164 Expected Total MS Cnt: 8.3365 Backgound Scale: 1.00642. ITERATION NUMBER 144. Current Log-Posterior: 128983 Step Size: 10349.23829 Smoothing Hyper-parameters: 0.076508 0.184404 0.124801 0.110295 0.240618 0.256292 0.188229 Expected Total MS Cnt: 14.3478 Backgound Scale: 0.984635. ITERATION NUMBER 145. Current Log-Posterior: 188645 Step Size: 59662.11608 Smoothing Hyper-parameters: 0.210718 0.164143 0.139560 0.205761 0.080831 0.302194 0.204522 Expected Total MS Cnt: 16.1999 Backgound Scale: 1.00218. ITERATION NUMBER 146. Current Log-Posterior: 89523.7 Step Size: -99120.97749 Smoothing Hyper-parameters: 0.076910 0.112169 0.114968 0.143121 0.172069 0.259246 0.173881 Expected Total MS Cnt: 16.7012 Backgound Scale: 1.0049. ITERATION NUMBER 147. Current Log-Posterior: 193844 Step Size: 104320.1182 Smoothing Hyper-parameters: 0.120211 0.217310 0.107410 0.193152 0.229358 0.182861 0.178149 Expected Total MS Cnt: 19.2259 Backgound Scale: 0.992571. ITERATION NUMBER 148. Current Log-Posterior: 127935 Step Size: -65909.30961 Smoothing Hyper-parameters: 0.068238 0.096077 0.099889 0.267448 0.247605 0.186471 0.310591 Expected Total MS Cnt: 13.6775 Backgound Scale: 1.00543. ITERATION NUMBER 149. Current Log-Posterior: 222432 Step Size: 94497.26466 Smoothing Hyper-parameters: 0.049332 0.201664 0.189595 0.158342 0.151448 0.125581 0.225468 Expected Total MS Cnt: 9.84235 Backgound Scale: 1.01091. ITERATION NUMBER 150. Current Log-Posterior: 270106 Step Size: 47674.13001 Smoothing Hyper-parameters: 0.162608 0.150924 0.072503 0.147970 0.326456 0.238319 0.141406 Expected Total MS Cnt: 10.0372 Backgound Scale: 0.992832. ITERATION NUMBER 151. Current Log-Posterior: 112605 Step Size: -157500.5755 Smoothing Hyper-parameters: 0.118963 0.109368 0.176211 0.106325 0.208124 0.254038 0.125273 Expected Total MS Cnt: 9.56061 Backgound Scale: 1.00966. ITERATION NUMBER 152. Current Log-Posterior: 138148 Step Size: 25542.9287 Smoothing Hyper-parameters: 0.093052 0.077762 0.145447 0.252929 0.074086 0.176622 0.062144 Expected Total MS Cnt: 11.1221 Backgound Scale: 1.02011. ITERATION NUMBER 153. Current Log-Posterior: 179131 Step Size: 40983.19135 Smoothing Hyper-parameters: 0.181717 0.126488 0.178493 0.112646 0.040900 0.206293 0.166671 Expected Total MS Cnt: 12.5795 Backgound Scale: 0.998421. ITERATION NUMBER 154. Current Log-Posterior: 103482 Step Size: -75649.07838 Smoothing Hyper-parameters: 0.251109 0.086711 0.092488 0.104408 0.197478 0.217077 0.068208 Expected Total MS Cnt: 13.9701 Backgound Scale: 0.998041. ITERATION NUMBER 155. Current Log-Posterior: 98085.6 Step Size: -5396.725457 Smoothing Hyper-parameters: 0.138406 0.260419 0.143858 0.176112 0.259388 0.215101 0.091915 Expected Total MS Cnt: 14.786 Backgound Scale: 0.996544. ITERATION NUMBER 156. Current Log-Posterior: 109948 Step Size: 11861.96187 Smoothing Hyper-parameters: 0.193432 0.171952 0.268629 0.353891 0.307182 0.283044 0.204388 Expected Total MS Cnt: 15.1164 Backgound Scale: 1.00576. ITERATION NUMBER 157. Current Log-Posterior: 89215.4 Step Size: -20732.21417 Smoothing Hyper-parameters: 0.095802 0.067650 0.065756 0.030536 0.171019 0.353173 0.236697 Expected Total MS Cnt: 8.2996 Backgound Scale: 0.999778. ITERATION NUMBER 158. Current Log-Posterior: 190009 Step Size: 100793.8713 Smoothing Hyper-parameters: 0.284530 0.400619 0.170301 0.215047 0.063828 0.102197 0.246337 Expected Total MS Cnt: 5.02907 Backgound Scale: 1.00091. ITERATION NUMBER 159. Current Log-Posterior: 62463.6 Step Size: -127545.6548 Smoothing Hyper-parameters: 0.213338 0.141881 0.103718 0.106520 0.248338 0.090992 0.221717 Expected Total MS Cnt: 5.9852 Backgound Scale: 1.00181. ITERATION NUMBER 160. Current Log-Posterior: 93034.4 Step Size: 30570.77508 Smoothing Hyper-parameters: 0.154336 0.166100 0.200984 0.151605 0.161870 0.134190 0.246744 Expected Total MS Cnt: 0.712661 Backgound Scale: 1.00611. ITERATION NUMBER 161. Current Log-Posterior: 107456 Step Size: 14422.0779 Smoothing Hyper-parameters: 0.156000 0.089116 0.136429 0.122277 0.246954 0.139814 0.311154 Expected Total MS Cnt: 0.4914 Backgound Scale: 0.988429. ITERATION NUMBER 162. Current Log-Posterior: 124571 Step Size: 17114.3533 Smoothing Hyper-parameters: 0.083751 0.333210 0.139993 0.124901 0.124038 0.053102 0.173802 Expected Total MS Cnt: 1.50349 Backgound Scale: 1.00227. ITERATION NUMBER 163. Current Log-Posterior: 165063 Step Size: 40491.73064 Smoothing Hyper-parameters: 0.240636 0.137169 0.157070 0.177086 0.078733 0.151130 0.166650 Expected Total MS Cnt: 0.193967 Backgound Scale: 1.00234. ITERATION NUMBER 164. Current Log-Posterior: 84372.7 Step Size: -80689.8752 Smoothing Hyper-parameters: 0.079471 0.137580 0.310262 0.345729 0.191116 0.178523 0.219304 Expected Total MS Cnt: 1.25984 Backgound Scale: 0.992216. ITERATION NUMBER 165. Current Log-Posterior: 181503 Step Size: 97130.82507 Smoothing Hyper-parameters: 0.108243 0.136376 0.186064 0.194184 0.165424 0.168763 0.150769 Expected Total MS Cnt: 0.211811 Backgound Scale: 0.993167. ITERATION NUMBER 166. Current Log-Posterior: 144118 Step Size: -37385.11538 Smoothing Hyper-parameters: 0.139855 0.279740 0.223361 0.147659 0.010712 0.194101 0.273942 Expected Total MS Cnt: 0.633518 Backgound Scale: 0.995281. ITERATION NUMBER 167. Current Log-Posterior: 110443 Step Size: -33674.95589 Smoothing Hyper-parameters: 0.120250 0.157291 0.172610 0.011377 0.103527 0.168830 0.246402 Expected Total MS Cnt: 2.0246 Backgound Scale: 0.993421. ITERATION NUMBER 168. Current Log-Posterior: 144873 Step Size: 34429.96557 Smoothing Hyper-parameters: 0.131189 0.205781 0.174186 0.411712 0.138365 0.061241 0.235889 Expected Total MS Cnt: 0.430182 Backgound Scale: 0.977126. ITERATION NUMBER 169. Current Log-Posterior: 117014 Step Size: -27859.71258 Smoothing Hyper-parameters: 0.124235 0.059079 0.134098 0.139244 0.284405 0.204812 0.229539 Expected Total MS Cnt: 2.79255 Backgound Scale: 0.999687. ITERATION NUMBER 170. Current Log-Posterior: 160857 Step Size: 43843.1613 Smoothing Hyper-parameters: 0.132358 0.306642 0.140929 0.111573 0.071951 0.155373 0.211676 Expected Total MS Cnt: 4.06982 Backgound Scale: 1.00237. ITERATION NUMBER 171. Current Log-Posterior: 113934 Step Size: -46922.61552 Smoothing Hyper-parameters: 0.111875 0.219825 0.351660 0.183421 0.150558 0.122630 0.097506 Expected Total MS Cnt: 2.1544 Backgound Scale: 1.0018. ITERATION NUMBER 172. Current Log-Posterior: 129964 Step Size: 16029.80352 Smoothing Hyper-parameters: 0.132507 0.127149 0.199286 0.158318 0.274695 0.144826 0.209869 Expected Total MS Cnt: 3.4537 Backgound Scale: 1.01087. ITERATION NUMBER 173. Current Log-Posterior: 123756 Step Size: -6208.145094 Smoothing Hyper-parameters: 0.219121 0.225478 0.120254 0.148588 0.021625 0.064489 0.217009 Expected Total MS Cnt: 6.39262 Backgound Scale: 0.99247. ITERATION NUMBER 174. Current Log-Posterior: 84177 Step Size: -39578.87946 Smoothing Hyper-parameters: 0.293464 0.115851 0.116737 0.080144 0.066690 0.171675 0.195966 Expected Total MS Cnt: 13.7732 Backgound Scale: 0.999566. ITERATION NUMBER 175. Current Log-Posterior: 82799.7 Step Size: -1377.258954 Smoothing Hyper-parameters: 0.174228 0.109968 0.102691 0.262203 0.260704 0.294254 0.262563 Expected Total MS Cnt: 6.18489 Backgound Scale: 1.00744. ITERATION NUMBER 176. Current Log-Posterior: 110258 Step Size: 27458.0974 Smoothing Hyper-parameters: 0.161512 0.134836 0.261784 0.216154 0.121539 0.055394 0.078835 Expected Total MS Cnt: 1.1659 Backgound Scale: 1.00416. ITERATION NUMBER 177. Current Log-Posterior: 106822 Step Size: -3435.820295 Smoothing Hyper-parameters: 0.085529 0.042363 0.072308 0.096084 0.312788 0.051085 0.053098 Expected Total MS Cnt: 0.183518 Backgound Scale: 1.00602. ITERATION NUMBER 178. Current Log-Posterior: 229866 Step Size: 123044.478 Smoothing Hyper-parameters: 0.176409 0.181058 0.167088 0.133081 0.152315 0.178203 0.090009 Expected Total MS Cnt: 0.327585 Backgound Scale: 0.991911. ITERATION NUMBER 179. Current Log-Posterior: 97319.6 Step Size: -132546.8942 Smoothing Hyper-parameters: 0.228150 0.021919 0.123880 0.259348 0.124178 0.056363 0.123916 Expected Total MS Cnt: 0.932928 Backgound Scale: 0.999042. ITERATION NUMBER 180. Current Log-Posterior: 201738 Step Size: 104417.9471 Smoothing Hyper-parameters: 0.297873 0.096570 0.112417 0.038085 0.150739 0.188983 0.122678 Expected Total MS Cnt: 0.191715 Backgound Scale: 0.991605. ITERATION NUMBER 181. Current Log-Posterior: 89283.9 Step Size: -112453.5999 Smoothing Hyper-parameters: 0.093024 0.271433 0.109364 0.270311 0.321569 0.093766 0.244837 Expected Total MS Cnt: 0.109658 Backgound Scale: 1.01371. ITERATION NUMBER 182. Current Log-Posterior: 152782 Step Size: 63498.45493 Smoothing Hyper-parameters: 0.173247 0.053561 0.179076 0.176179 0.145349 0.083389 0.207602 Expected Total MS Cnt: 0.499611 Backgound Scale: 0.994283. ITERATION NUMBER 183. Current Log-Posterior: 137414 Step Size: -15368.54385 Smoothing Hyper-parameters: 0.274492 0.239923 0.105706 0.149989 0.110313 0.273795 0.228977 Expected Total MS Cnt: 0.777379 Backgound Scale: 0.991836. ITERATION NUMBER 184. Current Log-Posterior: 71051.2 Step Size: -66362.6214 Smoothing Hyper-parameters: 0.154265 0.165814 0.066911 0.154363 0.254477 0.293624 0.199125 Expected Total MS Cnt: 0.400831 Backgound Scale: 1.00812. ITERATION NUMBER 185. Current Log-Posterior: 115806 Step Size: 44754.61486 Smoothing Hyper-parameters: 0.195066 0.140704 0.101818 0.078538 0.183287 0.222620 0.101974 Expected Total MS Cnt: 0.977185 Backgound Scale: 0.998616. ITERATION NUMBER 186. Current Log-Posterior: 98992.1 Step Size: -16813.79161 Smoothing Hyper-parameters: 0.121835 0.149533 0.063323 0.204145 0.046300 0.088862 0.062849 Expected Total MS Cnt: 1.80127 Backgound Scale: 1.00823. ITERATION NUMBER 187. Current Log-Posterior: 136327 Step Size: 37334.78427 Smoothing Hyper-parameters: 0.167605 0.122286 0.162021 0.177832 0.080773 0.125810 0.088253 Expected Total MS Cnt: 1.10341 Backgound Scale: 0.999193. ITERATION NUMBER 188. Current Log-Posterior: 108069 Step Size: -28257.837 Smoothing Hyper-parameters: 0.188319 0.087113 0.376560 0.092325 0.136110 0.106258 0.157534 Expected Total MS Cnt: 2.80881 Backgound Scale: 1.00403. ITERATION NUMBER 189. Current Log-Posterior: 107657 Step Size: -411.5433641 Smoothing Hyper-parameters: 0.157914 0.147982 0.212179 0.069351 0.349909 0.171840 0.091758 Expected Total MS Cnt: 1.99913 Backgound Scale: 1.00085. ITERATION NUMBER 190. Current Log-Posterior: 108100 Step Size: 442.3050292 Smoothing Hyper-parameters: 0.341530 0.117199 0.175245 0.336439 0.183920 0.079876 0.154834 Expected Total MS Cnt: 0.364522 Backgound Scale: 1.00166. ITERATION NUMBER 191. Current Log-Posterior: 72513.3 Step Size: -35586.49703 Smoothing Hyper-parameters: 0.293770 0.224585 0.285261 0.193897 0.122181 0.261957 0.199506 Expected Total MS Cnt: 0.139275 Backgound Scale: 1.00796. ITERATION NUMBER 192. Current Log-Posterior: 65126.5 Step Size: -7386.728013 Smoothing Hyper-parameters: 0.054176 0.247846 0.133871 0.161163 0.250871 0.072430 0.131123 Expected Total MS Cnt: 0.606008 Backgound Scale: 1.00345. ITERATION NUMBER 193. Current Log-Posterior: 245241 Step Size: 180114.3175 Smoothing Hyper-parameters: 0.150644 0.093750 0.011548 0.135866 0.215969 0.008605 0.213115 Expected Total MS Cnt: 0.922478 Backgound Scale: 0.997589. ITERATION NUMBER 194. Current Log-Posterior: 184853 Step Size: -60387.39417 Smoothing Hyper-parameters: 0.098272 0.016381 0.205166 0.103841 0.185804 0.042321 0.076851 Expected Total MS Cnt: 2.10682 Backgound Scale: 0.993613. ITERATION NUMBER 195. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.209867 0.225490 0.040983 0.083157 0.062198 0.203929 0.125042 Expected Total MS Cnt: 3.11618 Backgound Scale: 0.994823. ITERATION NUMBER 196. Current Log-Posterior: 98307 Step Size: -inf Smoothing Hyper-parameters: 0.106432 0.122170 0.100078 0.098199 0.231586 0.012762 0.260484 Expected Total MS Cnt: 4.14304 Backgound Scale: 1.01433. ITERATION NUMBER 197. Current Log-Posterior: 153776 Step Size: 55469.33262 Smoothing Hyper-parameters: 0.114259 0.139396 0.271452 0.054941 0.137265 0.131966 0.092873 Expected Total MS Cnt: 5.97193 Backgound Scale: 0.999224. ITERATION NUMBER 198. Current Log-Posterior: 137109 Step Size: -16666.97678 Smoothing Hyper-parameters: 0.337125 0.240072 0.215051 0.169186 0.219392 0.340056 0.285138 Expected Total MS Cnt: 9.61908 Backgound Scale: 0.993224. ITERATION NUMBER 199. Current Log-Posterior: 59079.5 Step Size: -78029.85985 Smoothing Hyper-parameters: 0.046946 0.189743 0.082650 0.182797 0.203684 0.140153 0.177716 Expected Total MS Cnt: 12.7917 Backgound Scale: 0.992262. ITERATION NUMBER 200. Current Log-Posterior: 287458 Step Size: 228378.7625 Smoothing Hyper-parameters: 0.087610 0.233408 0.169301 0.047783 0.060380 0.213461 0.139056 Expected Total MS Cnt: 6.32608 Backgound Scale: 1.02152. ITERATION NUMBER 201. Current Log-Posterior: 165838 Step Size: -121619.9284 Smoothing Hyper-parameters: 0.100557 0.125567 0.247742 0.064229 0.048068 0.211257 0.275680 Expected Total MS Cnt: 11.4621 Backgound Scale: 1.00153. ITERATION NUMBER 202. Current Log-Posterior: 154495 Step Size: -11343.78522 Smoothing Hyper-parameters: 0.183922 0.193257 0.293253 0.054593 0.094376 0.171476 0.181796 Expected Total MS Cnt: 11.5984 Backgound Scale: 1.00193. ITERATION NUMBER 203. Current Log-Posterior: 93441.7 Step Size: -61052.7926 Smoothing Hyper-parameters: 0.161210 0.130900 0.276473 0.094942 0.059545 0.334938 0.211343 Expected Total MS Cnt: 12.2211 Backgound Scale: 1.00439. ITERATION NUMBER 204. Current Log-Posterior: 109232 Step Size: 15790.53607 Smoothing Hyper-parameters: 0.201642 0.114809 0.252469 0.118642 0.113571 0.208008 0.118394 Expected Total MS Cnt: 17.113 Backgound Scale: 0.998459. ITERATION NUMBER 205. Current Log-Posterior: 95488.6 Step Size: -13743.65407 Smoothing Hyper-parameters: 0.122956 0.228525 0.042222 0.105584 0.262834 0.135464 0.261394 Expected Total MS Cnt: 14.8548 Backgound Scale: 0.990475. ITERATION NUMBER 206. Current Log-Posterior: 135723 Step Size: 40234.26499 Smoothing Hyper-parameters: 0.141207 0.200957 0.214180 0.077120 0.219001 0.313516 0.291834 Expected Total MS Cnt: 13.6464 Backgound Scale: 1.00723. ITERATION NUMBER 207. Current Log-Posterior: 111790 Step Size: -23933.20697 Smoothing Hyper-parameters: 0.091003 0.145390 0.110640 0.182640 0.157235 0.225143 0.117908 Expected Total MS Cnt: 6.62096 Backgound Scale: 0.997523. ITERATION NUMBER 208. Current Log-Posterior: 167062 Step Size: 55272.51434 Smoothing Hyper-parameters: 0.302740 0.143754 0.130527 0.092230 0.112284 0.183685 0.165361 Expected Total MS Cnt: 7.17334 Backgound Scale: 1.00694. ITERATION NUMBER 209. Current Log-Posterior: 74881.3 Step Size: -92180.91957 Smoothing Hyper-parameters: 0.111618 0.022939 0.210712 0.180018 0.219680 0.232039 0.152352 Expected Total MS Cnt: 11.542 Backgound Scale: 0.9996. ITERATION NUMBER 210. Current Log-Posterior: 253405 Step Size: 178524.1611 Smoothing Hyper-parameters: 0.212991 0.279758 0.166298 0.259331 0.175034 0.100517 0.280142 Expected Total MS Cnt: 6.27595 Backgound Scale: 0.986063. ITERATION NUMBER 211. Current Log-Posterior: 78614.1 Step Size: -174791.3362 Smoothing Hyper-parameters: 0.043041 0.225125 0.108579 0.110085 0.039028 0.144018 0.220640 Expected Total MS Cnt: 10.3687 Backgound Scale: 0.985697. ITERATION NUMBER 212. Current Log-Posterior: 306077 Step Size: 227462.4332 Smoothing Hyper-parameters: 0.222908 0.036118 0.337361 0.247148 0.048580 0.206693 0.285411 Expected Total MS Cnt: 3.15177 Backgound Scale: 0.994887. ITERATION NUMBER 213. Current Log-Posterior: 149669 Step Size: -156407.421 Smoothing Hyper-parameters: 0.191783 0.060555 0.107672 0.128984 0.245503 0.113023 0.169951 Expected Total MS Cnt: 6.37772 Backgound Scale: 1.00558. ITERATION NUMBER 214. Current Log-Posterior: 126243 Step Size: -23426.36835 Smoothing Hyper-parameters: 0.075192 0.183427 0.150712 0.294729 0.178468 0.115704 0.171743 Expected Total MS Cnt: 4.0429 Backgound Scale: 0.994019. ITERATION NUMBER 215. Current Log-Posterior: 187017 Step Size: 60774.6801 Smoothing Hyper-parameters: 0.036603 0.082096 0.267277 0.116853 0.167153 0.150614 0.229217 Expected Total MS Cnt: 12.7756 Backgound Scale: 1.00215. ITERATION NUMBER 216. Current Log-Posterior: 373575 Step Size: 186557.6318 Smoothing Hyper-parameters: 0.104625 0.099599 0.178020 0.194618 0.295644 0.121645 0.023555 Expected Total MS Cnt: 7.60889 Backgound Scale: 1.00623. ITERATION NUMBER 217. Current Log-Posterior: 156053 Step Size: -217521.7161 Smoothing Hyper-parameters: 0.140450 0.148982 0.142538 0.116664 0.203542 0.153959 0.291300 Expected Total MS Cnt: 10.1572 Backgound Scale: 1.00422. ITERATION NUMBER 218. Current Log-Posterior: 117875 Step Size: -38178.41348 Smoothing Hyper-parameters: 0.120432 0.186807 0.082159 0.240204 0.172461 0.071938 0.215610 Expected Total MS Cnt: 6.26882 Backgound Scale: 1.00096. ITERATION NUMBER 219. Current Log-Posterior: 131447 Step Size: 13571.97755 Smoothing Hyper-parameters: 0.066318 0.168531 0.158308 0.191731 0.242823 0.240285 0.104921 Expected Total MS Cnt: 5.805 Backgound Scale: 1.00649. ITERATION NUMBER 220. Current Log-Posterior: 210477 Step Size: 79029.81537 Smoothing Hyper-parameters: 0.185753 0.070682 0.126718 0.129198 0.245077 0.175003 0.104790 Expected Total MS Cnt: 6.21333 Backgound Scale: 1.00636. ITERATION NUMBER 221. Current Log-Posterior: 120479 Step Size: -89997.44942 Smoothing Hyper-parameters: 0.161689 0.310444 0.087164 0.014743 0.100496 0.246129 0.065095 Expected Total MS Cnt: 9.48971 Backgound Scale: 1.01032. ITERATION NUMBER 222. Current Log-Posterior: 112452 Step Size: -8027.535907 Smoothing Hyper-parameters: 0.206958 0.201161 0.162906 0.172949 0.291002 0.006191 0.191255 Expected Total MS Cnt: 9.64764 Backgound Scale: 0.996252. ITERATION NUMBER 223. Current Log-Posterior: 87021.9 Step Size: -25429.81868 Smoothing Hyper-parameters: 0.144329 0.060230 0.041029 0.312139 0.265457 0.064813 0.166176 Expected Total MS Cnt: 8.77602 Backgound Scale: 1.00337. ITERATION NUMBER 224. Current Log-Posterior: 157339 Step Size: 70317.41029 Smoothing Hyper-parameters: 0.129529 0.119716 0.067546 0.187554 0.135508 0.240955 0.286098 Expected Total MS Cnt: 6.78261 Backgound Scale: 0.993099. ITERATION NUMBER 225. Current Log-Posterior: 135781 Step Size: -21558.70675 Smoothing Hyper-parameters: 0.259222 0.139501 0.084567 0.081457 0.334264 0.219619 0.243478 Expected Total MS Cnt: 16.5667 Backgound Scale: 1.00011. ITERATION NUMBER 226. Current Log-Posterior: 86301.1 Step Size: -49479.55167 Smoothing Hyper-parameters: 0.249504 0.069922 0.139817 0.238854 0.094638 0.196993 0.047394 Expected Total MS Cnt: 23.1501 Backgound Scale: 0.998972. ITERATION NUMBER 227. Current Log-Posterior: 103123 Step Size: 16822.01999 Smoothing Hyper-parameters: 0.159384 0.097164 0.236891 0.189541 0.134163 0.297276 0.258776 Expected Total MS Cnt: 18.4257 Backgound Scale: 0.997013. ITERATION NUMBER 228. Current Log-Posterior: 116565 Step Size: 13441.64273 Smoothing Hyper-parameters: 0.131864 0.121188 0.200395 0.147574 0.151316 0.253184 0.222355 Expected Total MS Cnt: 16.3454 Backgound Scale: 0.988965. ITERATION NUMBER 229. Current Log-Posterior: 127682 Step Size: 11117.71129 Smoothing Hyper-parameters: 0.103569 0.124480 0.133606 0.116200 0.071189 0.340701 0.205368 Expected Total MS Cnt: 10.5676 Backgound Scale: 1.01124. ITERATION NUMBER 230. Current Log-Posterior: 154169 Step Size: 26486.57137 Smoothing Hyper-parameters: 0.048313 0.170443 0.061003 0.127062 0.281833 0.136889 0.238727 Expected Total MS Cnt: 11.8417 Backgound Scale: 1.00183. ITERATION NUMBER 231. Current Log-Posterior: 285961 Step Size: 131791.6225 Smoothing Hyper-parameters: 0.010181 0.073556 0.217486 0.177871 0.067113 0.127787 0.229398 Expected Total MS Cnt: 9.68191 Backgound Scale: 1.00603. ITERATION NUMBER 232. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.187405 0.149757 0.072045 0.120771 0.166502 0.143726 0.196782 Expected Total MS Cnt: 7.09462 Backgound Scale: 0.999615. ITERATION NUMBER 233. Current Log-Posterior: 102377 Step Size: -inf Smoothing Hyper-parameters: 0.059232 0.148537 0.017022 0.091690 0.160950 0.025395 0.027912 Expected Total MS Cnt: 6.2799 Backgound Scale: 1.00045. ITERATION NUMBER 234. Current Log-Posterior: 278554 Step Size: 176176.5985 Smoothing Hyper-parameters: 0.188939 0.126523 0.172256 0.229451 0.225582 0.106534 0.103306 Expected Total MS Cnt: 8.50635 Backgound Scale: 0.993684. ITERATION NUMBER 235. Current Log-Posterior: 99421.2 Step Size: -179132.6 Smoothing Hyper-parameters: 0.138650 0.086291 0.093044 0.087765 0.093101 0.213957 0.049980 Expected Total MS Cnt: 8.92598 Backgound Scale: 0.986557. ITERATION NUMBER 236. Current Log-Posterior: 136711 Step Size: 37290.2071 Smoothing Hyper-parameters: 0.283349 0.216318 0.180239 0.235172 0.206910 0.083426 0.178188 Expected Total MS Cnt: 3.58335 Backgound Scale: 0.99091. ITERATION NUMBER 237. Current Log-Posterior: 67933.1 Step Size: -68778.38552 Smoothing Hyper-parameters: 0.096629 0.080786 0.251182 0.264864 0.095185 0.081445 0.121229 Expected Total MS Cnt: 11.9612 Backgound Scale: 0.992497. ITERATION NUMBER 238. Current Log-Posterior: 171130 Step Size: 103197.0971 Smoothing Hyper-parameters: 0.191436 0.127461 0.205612 0.150198 0.169391 0.177732 0.065244 Expected Total MS Cnt: 5.63145 Backgound Scale: 0.985894. ITERATION NUMBER 239. Current Log-Posterior: 97723.7 Step Size: -73406.43577 Smoothing Hyper-parameters: 0.159422 0.165926 0.062839 0.130669 0.216241 0.138996 0.163918 Expected Total MS Cnt: 20.4718 Backgound Scale: 1.00448. ITERATION NUMBER 240. Current Log-Posterior: 113755 Step Size: 16031.48968 Smoothing Hyper-parameters: 0.070560 0.120563 0.187639 0.178180 0.128984 0.258470 0.138188 Expected Total MS Cnt: 6.34812 Backgound Scale: 0.997392. ITERATION NUMBER 241. Current Log-Posterior: 206679 Step Size: 92924.05384 Smoothing Hyper-parameters: 0.232358 0.097520 0.240399 0.099174 0.101352 0.146118 0.173171 Expected Total MS Cnt: 16.2637 Backgound Scale: 0.999398. ITERATION NUMBER 242. Current Log-Posterior: 94270.6 Step Size: -112408.678 Smoothing Hyper-parameters: 0.047251 0.207825 0.148705 0.045885 0.022540 0.208110 0.063520 Expected Total MS Cnt: 11.8177 Backgound Scale: 1.00064. ITERATION NUMBER 243. Current Log-Posterior: 286491 Step Size: 192220.2551 Smoothing Hyper-parameters: 0.124588 0.073635 0.104729 0.185271 0.210743 0.168275 0.211500 Expected Total MS Cnt: 7.4327 Backgound Scale: 0.987204. ITERATION NUMBER 244. Current Log-Posterior: 151604 Step Size: -134886.7663 Smoothing Hyper-parameters: 0.220283 0.119933 0.169328 0.243608 0.137345 0.142573 0.323098 Expected Total MS Cnt: 8.46811 Backgound Scale: 1.00338. ITERATION NUMBER 245. Current Log-Posterior: 90711.8 Step Size: -60892.26483 Smoothing Hyper-parameters: 0.045412 0.200909 0.102885 0.074305 0.081465 0.128577 0.196460 Expected Total MS Cnt: 15.99 Backgound Scale: 0.998978. ITERATION NUMBER 246. Current Log-Posterior: 298720 Step Size: 208008.3494 Smoothing Hyper-parameters: 0.251887 0.243700 0.088682 0.096546 0.270549 0.092895 0.165862 Expected Total MS Cnt: 12.1588 Backgound Scale: 0.982898. ITERATION NUMBER 247. Current Log-Posterior: 77551 Step Size: -221169.1577 Smoothing Hyper-parameters: 0.106602 0.241905 0.141392 0.075185 0.217876 0.117094 0.197031 Expected Total MS Cnt: 7.41978 Backgound Scale: 1.00823. ITERATION NUMBER 248. Current Log-Posterior: 137626 Step Size: 60074.58666 Smoothing Hyper-parameters: 0.137238 0.155744 0.105757 0.200952 0.184340 0.076884 0.132776 Expected Total MS Cnt: 7.37311 Backgound Scale: 0.992585. ITERATION NUMBER 249. Current Log-Posterior: 121016 Step Size: -16609.29072 Smoothing Hyper-parameters: 0.041852 0.052979 0.227152 0.161652 0.164178 0.235060 0.237132 Expected Total MS Cnt: 18.7544 Backgound Scale: 0.990209. ITERATION NUMBER 250. Current Log-Posterior: 349510 Step Size: 228493.9014 Smoothing Hyper-parameters: 0.078851 0.154453 0.242849 0.205406 0.134767 0.149897 0.252700 Expected Total MS Cnt: 13.9355 Backgound Scale: 1.00213. ITERATION NUMBER 251. Current Log-Posterior: 181358 Step Size: -168152.3044 Smoothing Hyper-parameters: 0.121616 0.121668 0.278445 0.205406 0.137976 0.198996 0.098799 Expected Total MS Cnt: 16.9147 Backgound Scale: 0.993696. ITERATION NUMBER 252. Current Log-Posterior: 132453 Step Size: -48904.67444 Smoothing Hyper-parameters: 0.148308 0.266057 0.283073 0.171912 0.012484 0.159812 0.230066 Expected Total MS Cnt: 18.276 Backgound Scale: 1.00871. ITERATION NUMBER 253. Current Log-Posterior: 105963 Step Size: -26490.24511 Smoothing Hyper-parameters: 0.197542 0.163350 0.105990 0.250475 0.085926 0.128354 0.289167 Expected Total MS Cnt: 24.6792 Backgound Scale: 1.00478. ITERATION NUMBER 254. Current Log-Posterior: 93105 Step Size: -12857.9592 Smoothing Hyper-parameters: 0.122138 0.039842 0.175047 0.195020 0.356157 0.157701 0.180916 Expected Total MS Cnt: 25.1222 Backgound Scale: 0.983599. ITERATION NUMBER 255. Current Log-Posterior: 185060 Step Size: 91954.49993 Smoothing Hyper-parameters: 0.097153 0.178242 0.140287 0.141754 0.143500 0.137677 0.252689 Expected Total MS Cnt: 12.5342 Backgound Scale: 0.990968. ITERATION NUMBER 256. Current Log-Posterior: 152843 Step Size: -32216.40556 Smoothing Hyper-parameters: 0.201286 0.084802 0.115295 0.195131 0.132974 0.098444 0.050197 Expected Total MS Cnt: 10.4924 Backgound Scale: 1.00627. ITERATION NUMBER 257. Current Log-Posterior: 109682 Step Size: -43161.41807 Smoothing Hyper-parameters: 0.100937 0.158860 0.150340 0.119036 0.216481 0.182451 0.204813 Expected Total MS Cnt: 12.6358 Backgound Scale: 0.992544. ITERATION NUMBER 258. Current Log-Posterior: 148646 Step Size: 38963.84744 Smoothing Hyper-parameters: 0.099870 0.180649 0.133078 0.259818 0.077219 0.111707 0.250424 Expected Total MS Cnt: 20.7215 Backgound Scale: 1.0098. ITERATION NUMBER 259. Current Log-Posterior: 149062 Step Size: 416.4429882 Smoothing Hyper-parameters: 0.063962 0.172576 0.182779 0.197936 0.180914 0.141052 0.144045 Expected Total MS Cnt: 7.6833 Backgound Scale: 1.00141. ITERATION NUMBER 260. Current Log-Posterior: 216447 Step Size: 67384.52472 Smoothing Hyper-parameters: 0.198310 0.054255 0.156278 0.163705 0.223239 0.099779 0.073146 Expected Total MS Cnt: 5.25641 Backgound Scale: 1.00325. ITERATION NUMBER 261. Current Log-Posterior: 128842 Step Size: -87604.46132 Smoothing Hyper-parameters: 0.279480 0.103312 0.162000 0.080991 0.350345 0.169739 0.110294 Expected Total MS Cnt: 8.00918 Backgound Scale: 0.998498. ITERATION NUMBER 262. Current Log-Posterior: 85323 Step Size: -43519.06731 Smoothing Hyper-parameters: 0.160083 0.268048 0.157368 0.013355 0.196434 0.110215 0.147396 Expected Total MS Cnt: 5.26638 Backgound Scale: 1.00638. ITERATION NUMBER 263. Current Log-Posterior: 110591 Step Size: 25268.31814 Smoothing Hyper-parameters: 0.203775 0.196591 0.049306 0.095321 0.175916 0.134574 0.102712 Expected Total MS Cnt: 2.85013 Backgound Scale: 0.982272. ITERATION NUMBER 264. Current Log-Posterior: 98542.7 Step Size: -12048.57722 Smoothing Hyper-parameters: 0.229918 0.146162 0.203635 0.079899 0.202899 0.103180 0.270341 Expected Total MS Cnt: 0.561259 Backgound Scale: 1.00027. ITERATION NUMBER 265. Current Log-Posterior: 86055.2 Step Size: -12487.53119 Smoothing Hyper-parameters: 0.145474 0.301943 0.201165 0.342166 0.180057 0.123657 0.053150 Expected Total MS Cnt: 0.73286 Backgound Scale: 0.998762. ITERATION NUMBER 266. Current Log-Posterior: 102692 Step Size: 16636.78445 Smoothing Hyper-parameters: 0.064589 0.131144 0.205550 0.081656 0.129087 0.241976 0.052604 Expected Total MS Cnt: 1.44111 Backgound Scale: 1.00112. ITERATION NUMBER 267. Current Log-Posterior: 217194 Step Size: 114501.9788 Smoothing Hyper-parameters: 0.157229 0.166436 0.194974 0.032088 0.068713 0.180842 0.115745 Expected Total MS Cnt: 2.73885 Backgound Scale: 1.00722. ITERATION NUMBER 268. Current Log-Posterior: 111733 Step Size: -105461.4054 Smoothing Hyper-parameters: 0.113543 0.246061 0.219904 0.199730 0.168740 0.117672 0.314403 Expected Total MS Cnt: 3.22405 Backgound Scale: 1.01447. ITERATION NUMBER 269. Current Log-Posterior: 126174 Step Size: 14441.62349 Smoothing Hyper-parameters: 0.055355 0.272503 0.275354 0.045978 0.149367 0.162377 0.213003 Expected Total MS Cnt: 7.18335 Backgound Scale: 1.01839. ITERATION NUMBER 270. Current Log-Posterior: 242039 Step Size: 115864.3319 Smoothing Hyper-parameters: 0.195512 0.081198 0.231244 0.070439 0.013660 0.246002 0.128560 Expected Total MS Cnt: 6.94833 Backgound Scale: 1.01242. ITERATION NUMBER 271. Current Log-Posterior: 112439 Step Size: -129599.27 Smoothing Hyper-parameters: 0.252152 0.143095 0.206591 0.183934 0.101369 0.260656 0.264797 Expected Total MS Cnt: 7.15974 Backgound Scale: 0.996437. ITERATION NUMBER 272. Current Log-Posterior: 79805.1 Step Size: -32634.14538 Smoothing Hyper-parameters: 0.056708 0.171636 0.102251 0.077148 0.198139 0.324298 0.151794 Expected Total MS Cnt: 13.5208 Backgound Scale: 0.989701. ITERATION NUMBER 273. Current Log-Posterior: 242143 Step Size: 162338.3783 Smoothing Hyper-parameters: 0.141885 0.085893 0.157256 0.163739 0.118777 0.255005 0.156703 Expected Total MS Cnt: 6.41303 Backgound Scale: 1.00773. ITERATION NUMBER 274. Current Log-Posterior: 131057 Step Size: -111086.5302 Smoothing Hyper-parameters: 0.091803 0.014582 0.169967 0.149653 0.083759 0.266707 0.241737 Expected Total MS Cnt: 11.115 Backgound Scale: 0.983926. ITERATION NUMBER 275. Current Log-Posterior: 357952 Step Size: 226895.4218 Smoothing Hyper-parameters: 0.127419 0.075350 0.076247 0.250867 0.272207 0.264695 0.158882 Expected Total MS Cnt: 13.704 Backgound Scale: 0.989607. ITERATION NUMBER 276. Current Log-Posterior: 150585 Step Size: -207367.1086 Smoothing Hyper-parameters: 0.170254 0.151375 0.099176 0.065878 0.111025 0.236123 0.171702 Expected Total MS Cnt: 10.3289 Backgound Scale: 1.01161. ITERATION NUMBER 277. Current Log-Posterior: 106917 Step Size: -43668.511 Smoothing Hyper-parameters: 0.231190 0.110601 0.071704 0.153393 0.205666 0.106371 0.126565 Expected Total MS Cnt: 13.1687 Backgound Scale: 0.994837. ITERATION NUMBER 278. Current Log-Posterior: 97463.4 Step Size: -9453.293722 Smoothing Hyper-parameters: 0.066238 0.133152 0.216731 0.188796 0.101156 0.289628 0.159719 Expected Total MS Cnt: 15.1961 Backgound Scale: 0.989077. ITERATION NUMBER 279. Current Log-Posterior: 214275 Step Size: 116811.6388 Smoothing Hyper-parameters: 0.055401 0.042033 0.171587 0.272129 0.175126 0.257929 0.129564 Expected Total MS Cnt: 11.7513 Backgound Scale: 1.00331. ITERATION NUMBER 280. Current Log-Posterior: 297205 Step Size: 82929.54016 Smoothing Hyper-parameters: 0.130074 0.113074 0.131177 0.161702 0.075215 0.304018 0.185321 Expected Total MS Cnt: 9.6309 Backgound Scale: 0.994062. ITERATION NUMBER 281. Current Log-Posterior: 133773 Step Size: -163431.7467 Smoothing Hyper-parameters: 0.098280 0.151566 0.229122 0.150142 0.208838 0.197348 0.050880 Expected Total MS Cnt: 11.2965 Backgound Scale: 1.00977. ITERATION NUMBER 282. Current Log-Posterior: 152646 Step Size: 18872.90765 Smoothing Hyper-parameters: 0.205261 0.041662 0.166046 0.205527 0.140669 0.065521 0.200107 Expected Total MS Cnt: 9.03255 Backgound Scale: 0.99504. ITERATION NUMBER 283. Current Log-Posterior: 144337 Step Size: -8308.482419 Smoothing Hyper-parameters: 0.161911 0.233561 0.153584 0.092765 0.201496 0.153532 0.218476 Expected Total MS Cnt: 5.09677 Backgound Scale: 0.99797. ITERATION NUMBER 284. Current Log-Posterior: 100309 Step Size: -44028.50687 Smoothing Hyper-parameters: 0.158494 0.117350 0.043893 0.240135 0.186385 0.079655 0.185956 Expected Total MS Cnt: 4.78874 Backgound Scale: 0.995436. ITERATION NUMBER 285. Current Log-Posterior: 124751 Step Size: 24441.86757 Smoothing Hyper-parameters: 0.091008 0.029912 0.067146 0.145631 0.062699 0.076854 0.135704 Expected Total MS Cnt: 2.79227 Backgound Scale: 1.00169. ITERATION NUMBER 286. Current Log-Posterior: 255757 Step Size: 131006.2365 Smoothing Hyper-parameters: 0.060953 0.314065 0.185499 0.242169 0.142729 0.122509 0.224209 Expected Total MS Cnt: 2.63746 Backgound Scale: 0.995728. ITERATION NUMBER 287. Current Log-Posterior: 218213 Step Size: -37544.01193 Smoothing Hyper-parameters: 0.225358 0.079582 0.099986 0.127739 0.132251 0.126184 0.086969 Expected Total MS Cnt: 3.25196 Backgound Scale: 1.01424. ITERATION NUMBER 288. Current Log-Posterior: 107399 Step Size: -110813.5483 Smoothing Hyper-parameters: 0.296708 0.191090 0.135063 0.214522 0.050243 0.202668 0.173577 Expected Total MS Cnt: 1.78318 Backgound Scale: 0.994352. ITERATION NUMBER 289. Current Log-Posterior: 70217.4 Step Size: -37181.96259 Smoothing Hyper-parameters: 0.178489 0.177717 0.060165 0.261166 0.226899 0.164411 0.151154 Expected Total MS Cnt: 1.26582 Backgound Scale: 0.977474. ITERATION NUMBER 290. Current Log-Posterior: 104189 Step Size: 33971.35535 Smoothing Hyper-parameters: 0.114104 0.108856 0.144316 0.143407 0.157197 0.172547 0.237014 Expected Total MS Cnt: 5.75977 Backgound Scale: 1.00908. ITERATION NUMBER 291. Current Log-Posterior: 146125 Step Size: 41936.41128 Smoothing Hyper-parameters: 0.044852 0.211253 0.209647 0.064559 0.221883 0.222352 0.127916 Expected Total MS Cnt: 3.01317 Backgound Scale: 1.00395. ITERATION NUMBER 292. Current Log-Posterior: 294874 Step Size: 148748.5312 Smoothing Hyper-parameters: 0.173360 0.239735 0.185843 0.251337 0.070958 0.055827 0.058318 Expected Total MS Cnt: 2.02316 Backgound Scale: 1.00186. ITERATION NUMBER 293. Current Log-Posterior: 93392.8 Step Size: -201480.8827 Smoothing Hyper-parameters: 0.065173 0.122034 0.271884 0.190180 0.105889 0.262666 0.202663 Expected Total MS Cnt: 2.33127 Backgound Scale: 0.993152. ITERATION NUMBER 294. Current Log-Posterior: 218759 Step Size: 125365.9493 Smoothing Hyper-parameters: 0.256991 0.140834 0.093911 0.175288 0.226847 0.209984 0.205119 Expected Total MS Cnt: 1.67924 Backgound Scale: 1.01306. ITERATION NUMBER 295. Current Log-Posterior: 84302 Step Size: -134456.7492 Smoothing Hyper-parameters: 0.135030 0.071961 0.091894 0.090696 0.084552 0.088400 0.119657 Expected Total MS Cnt: 4.41276 Backgound Scale: 1.00784. ITERATION NUMBER 296. Current Log-Posterior: 148420 Step Size: 64118.46217 Smoothing Hyper-parameters: 0.045707 0.070739 0.112743 0.149321 0.059162 0.198353 0.177706 Expected Total MS Cnt: 5.85585 Backgound Scale: 0.997852. ITERATION NUMBER 297. Current Log-Posterior: 320400 Step Size: 171979.0875 Smoothing Hyper-parameters: 0.226620 0.077063 0.149993 0.131217 0.096017 0.203477 0.137441 Expected Total MS Cnt: 1.29849 Backgound Scale: 1.00275. ITERATION NUMBER 298. Current Log-Posterior: 104859 Step Size: -215540.4834 Smoothing Hyper-parameters: 0.028471 0.102202 0.121738 0.092490 0.108926 0.122053 0.142007 Expected Total MS Cnt: 3.58989 Backgound Scale: 1.0135. ITERATION NUMBER 299. Current Log-Posterior: 462923 Step Size: 358063.6869 Smoothing Hyper-parameters: 0.159391 0.042478 0.198150 0.093536 0.086008 0.066726 0.063261 Expected Total MS Cnt: 2.41472 Backgound Scale: 1.00774. ITERATION NUMBER 300. Current Log-Posterior: 157890 Step Size: -305032.5381 Smoothing Hyper-parameters: 0.108513 0.183417 0.174851 0.112143 0.280051 0.062167 0.190632 Expected Total MS Cnt: 2.12692 Backgound Scale: 0.982605. ITERATION NUMBER 301. Current Log-Posterior: 139019 Step Size: -18871.03747 Smoothing Hyper-parameters: 0.161191 0.225051 0.167695 0.174498 0.095812 0.091678 0.190632 Expected Total MS Cnt: 6.06934 Backgound Scale: 1.00191. ITERATION NUMBER 302. Current Log-Posterior: 100774 Step Size: -38244.95042 Smoothing Hyper-parameters: 0.103763 0.064363 0.140232 0.057946 0.164567 0.221196 0.141117 Expected Total MS Cnt: 3.80357 Backgound Scale: 0.999423. ITERATION NUMBER 303. Current Log-Posterior: 176938 Step Size: 76164.04135 Smoothing Hyper-parameters: 0.062375 0.033929 0.050357 0.124154 0.194949 0.225846 0.204696 Expected Total MS Cnt: 6.61662 Backgound Scale: 1.00491. ITERATION NUMBER 304. Current Log-Posterior: 302652 Step Size: 125713.3119 Smoothing Hyper-parameters: 0.027497 0.113924 0.179381 0.174317 0.243256 0.196894 0.137475 Expected Total MS Cnt: 10.8795 Backgound Scale: 1.01446. ITERATION NUMBER 305. Current Log-Posterior: 484170 Step Size: 181518.746 Smoothing Hyper-parameters: 0.224303 0.262604 0.131590 0.175955 0.191778 0.186764 0.197495 Expected Total MS Cnt: 8.65635 Backgound Scale: 1.00662. ITERATION NUMBER 306. Current Log-Posterior: 78566.7 Step Size: -405603.5994 Smoothing Hyper-parameters: 0.032653 0.274426 0.087453 0.256970 0.258079 0.280266 0.169027 Expected Total MS Cnt: 3.31149 Backgound Scale: 1.00034. ITERATION NUMBER 307. Current Log-Posterior: 394612 Step Size: 316045.6481 Smoothing Hyper-parameters: 0.056507 0.242947 0.317797 0.125753 0.131393 0.020667 0.179204 Expected Total MS Cnt: 1.55924 Backgound Scale: 1.00247. ITERATION NUMBER 308. Current Log-Posterior: 237475 Step Size: -157136.9414 Smoothing Hyper-parameters: 0.194249 0.176735 0.083904 0.106251 0.166598 0.110984 0.019470 Expected Total MS Cnt: 2.34283 Backgound Scale: 1.01514. ITERATION NUMBER 309. Current Log-Posterior: 96366.3 Step Size: -141109.0946 Smoothing Hyper-parameters: 0.046013 0.174162 0.190118 0.146736 0.097091 0.161127 0.074506 Expected Total MS Cnt: 1.60051 Backgound Scale: 1.00125. ITERATION NUMBER 310. Current Log-Posterior: 291846 Step Size: 195479.6078 Smoothing Hyper-parameters: 0.086495 0.156395 0.145670 0.225267 0.253680 0.226190 0.159267 Expected Total MS Cnt: 5.94424 Backgound Scale: 1.00837. ITERATION NUMBER 311. Current Log-Posterior: 170418 Step Size: -121427.8022 Smoothing Hyper-parameters: 0.114107 0.177137 0.158858 0.178719 0.236105 0.336474 0.119235 Expected Total MS Cnt: 10.8186 Backgound Scale: 1.00363. ITERATION NUMBER 312. Current Log-Posterior: 133341 Step Size: -37076.81548 Smoothing Hyper-parameters: 0.182613 0.109986 0.147936 0.165164 0.182590 0.215047 0.237247 Expected Total MS Cnt: 7.74734 Backgound Scale: 1.00025. ITERATION NUMBER 313. Current Log-Posterior: 106544 Step Size: -26797.30818 Smoothing Hyper-parameters: 0.088220 0.132490 0.267236 0.193589 0.281526 0.130903 0.239935 Expected Total MS Cnt: 5.67826 Backgound Scale: 0.997627. ITERATION NUMBER 314. Current Log-Posterior: 167618 Step Size: 61074.13777 Smoothing Hyper-parameters: 0.202572 0.020507 0.157013 0.138556 0.077885 0.271401 0.220191 Expected Total MS Cnt: 5.58865 Backgound Scale: 0.990838. ITERATION NUMBER 315. Current Log-Posterior: 216939 Step Size: 49320.81605 Smoothing Hyper-parameters: 0.032411 0.035953 0.196700 0.081421 0.150547 0.141856 0.163181 Expected Total MS Cnt: 9.29424 Backgound Scale: 0.988199. ITERATION NUMBER 316. Current Log-Posterior: 470427 Step Size: 253487.8613 Smoothing Hyper-parameters: 0.309126 0.049195 0.114185 0.126950 0.056014 0.071770 0.127955 Expected Total MS Cnt: 5.8695 Backgound Scale: 1.00867. ITERATION NUMBER 317. Current Log-Posterior: 113758 Step Size: -356668.7924 Smoothing Hyper-parameters: 0.100659 0.267051 0.255951 0.189625 0.214699 0.129688 0.265627 Expected Total MS Cnt: 4.32623 Backgound Scale: 1.00037. ITERATION NUMBER 318. Current Log-Posterior: 140418 Step Size: 26660.30738 Smoothing Hyper-parameters: 0.037387 0.243299 0.172554 0.145844 0.117715 0.078964 0.148343 Expected Total MS Cnt: 7.52259 Backgound Scale: 1.00521. ITERATION NUMBER 319. Current Log-Posterior: 349608 Step Size: 209189.2188 Smoothing Hyper-parameters: 0.330888 0.083840 0.155640 0.115718 0.192357 0.161120 0.250171 Expected Total MS Cnt: 4.54301 Backgound Scale: 1.00209. ITERATION NUMBER 320. Current Log-Posterior: 84761.9 Step Size: -264845.6959 Smoothing Hyper-parameters: 0.191541 0.177791 0.261521 0.324515 0.142967 0.148864 0.305213 Expected Total MS Cnt: 7.74153 Backgound Scale: 1.0002. ITERATION NUMBER 321. Current Log-Posterior: 89538.4 Step Size: 4776.508279 Smoothing Hyper-parameters: 0.074686 0.126704 0.184564 0.168890 0.065574 0.085527 0.118951 Expected Total MS Cnt: 5.81375 Backgound Scale: 0.987085. ITERATION NUMBER 322. Current Log-Posterior: 195998 Step Size: 106460.1186 Smoothing Hyper-parameters: 0.020441 0.111295 0.244366 0.215603 0.295225 0.159709 0.261902 Expected Total MS Cnt: 3.51937 Backgound Scale: 0.996029. ITERATION NUMBER 323. Current Log-Posterior: 634749 Step Size: 438750.374 Smoothing Hyper-parameters: 0.255740 0.035851 0.219702 0.114274 0.220911 0.040327 0.156782 Expected Total MS Cnt: 2.85085 Backgound Scale: 1.00291. ITERATION NUMBER 324. Current Log-Posterior: 142752 Step Size: -491996.7641 Smoothing Hyper-parameters: 0.162038 0.206448 0.384658 0.137895 0.063825 0.189465 0.203306 Expected Total MS Cnt: 3.20736 Backgound Scale: 0.994374. ITERATION NUMBER 325. Current Log-Posterior: 97959.3 Step Size: -44792.80826 Smoothing Hyper-parameters: 0.080866 0.031899 0.118736 0.166906 0.271064 0.146687 0.146500 Expected Total MS Cnt: 3.79866 Backgound Scale: 1.00221. ITERATION NUMBER 326. Current Log-Posterior: 254385 Step Size: 156426.2026 Smoothing Hyper-parameters: 0.089136 0.056570 0.107193 0.032805 0.202746 0.335975 0.085417 Expected Total MS Cnt: 0.955318 Backgound Scale: 1.00537. ITERATION NUMBER 327. Current Log-Posterior: 205612 Step Size: -48773.44748 Smoothing Hyper-parameters: 0.151055 0.116479 0.206412 0.246437 0.265876 0.319081 0.109657 Expected Total MS Cnt: 2.28056 Backgound Scale: 1.00565. ITERATION NUMBER 328. Current Log-Posterior: 115811 Step Size: -89800.5934 Smoothing Hyper-parameters: 0.114546 0.133222 0.155068 0.123359 0.189340 0.243932 0.266723 Expected Total MS Cnt: 0.480923 Backgound Scale: 1.01467. ITERATION NUMBER 329. Current Log-Posterior: 138959 Step Size: 23147.80462 Smoothing Hyper-parameters: 0.132962 0.312887 0.192354 0.133279 0.079613 0.008306 0.164028 Expected Total MS Cnt: 0.792059 Backgound Scale: 1.0101. ITERATION NUMBER 330. Current Log-Posterior: 112712 Step Size: -26247.58409 Smoothing Hyper-parameters: 0.188926 0.188327 0.170234 0.067237 0.145601 0.160979 0.037244 Expected Total MS Cnt: 5.30852 Backgound Scale: 0.995248. ITERATION NUMBER 331. Current Log-Posterior: 94042.2 Step Size: -18669.42629 Smoothing Hyper-parameters: 0.177086 0.139667 0.257141 0.124408 0.159230 0.075662 0.074569 Expected Total MS Cnt: 0.522432 Backgound Scale: 1.00352. ITERATION NUMBER 332. Current Log-Posterior: 101238 Step Size: 7195.997975 Smoothing Hyper-parameters: 0.214963 0.129348 0.156205 0.178343 0.103509 0.118521 0.142823 Expected Total MS Cnt: 1.19912 Backgound Scale: 1.01011. ITERATION NUMBER 333. Current Log-Posterior: 92008.4 Step Size: -9229.864338 Smoothing Hyper-parameters: 0.213359 0.087015 0.299616 0.151961 0.245892 0.271306 0.235035 Expected Total MS Cnt: 1.10657 Backgound Scale: 1.00752. ITERATION NUMBER 334. Current Log-Posterior: 100446 Step Size: 8437.40161 Smoothing Hyper-parameters: 0.151108 0.255469 0.167112 0.196150 0.116854 0.042847 0.337410 Expected Total MS Cnt: 0.793189 Backgound Scale: 1.01233. ITERATION NUMBER 335. Current Log-Posterior: 103234 Step Size: 2788.497162 Smoothing Hyper-parameters: 0.208918 0.172035 0.142347 0.086083 0.281876 0.206359 0.236338 Expected Total MS Cnt: 0.0408947 Backgound Scale: 1.00558. ITERATION NUMBER 336. Current Log-Posterior: 88360 Step Size: -14874.23579 Smoothing Hyper-parameters: 0.140280 0.042967 0.181139 0.248713 0.302468 0.023543 0.139302 Expected Total MS Cnt: 0.68261 Backgound Scale: 1.00222. ITERATION NUMBER 337. Current Log-Posterior: 166477 Step Size: 78116.88754 Smoothing Hyper-parameters: 0.234083 0.252907 0.224225 0.109635 0.140355 0.097320 0.093770 Expected Total MS Cnt: 0.960576 Backgound Scale: 1.01485. ITERATION NUMBER 338. Current Log-Posterior: 75134.9 Step Size: -91342.07989 Smoothing Hyper-parameters: 0.195992 0.220813 0.023209 0.216749 0.142767 0.055329 0.300132 Expected Total MS Cnt: 0.99615 Backgound Scale: 1.00431. ITERATION NUMBER 339. Current Log-Posterior: 115285 Step Size: 40149.9365 Smoothing Hyper-parameters: 0.063642 0.153479 0.122460 0.135199 0.061706 0.162047 0.261761 Expected Total MS Cnt: 0.63116 Backgound Scale: 0.99259. ITERATION NUMBER 340. Current Log-Posterior: 220528 Step Size: 105243.3396 Smoothing Hyper-parameters: 0.181522 0.227475 0.255677 0.261070 0.063110 0.258862 0.307990 Expected Total MS Cnt: 1.73383 Backgound Scale: 1.01027. ITERATION NUMBER 341. Current Log-Posterior: 89073.3 Step Size: -131454.8422 Smoothing Hyper-parameters: 0.242927 0.190616 0.064015 0.121139 0.133936 0.077257 0.259891 Expected Total MS Cnt: 1.07679 Backgound Scale: 0.993277. ITERATION NUMBER 342. Current Log-Posterior: 85059 Step Size: -4014.253889 Smoothing Hyper-parameters: 0.324261 0.169234 0.317900 0.054345 0.258778 0.232406 0.230859 Expected Total MS Cnt: 2.202 Backgound Scale: 0.996352. ITERATION NUMBER 343. Current Log-Posterior: 66832.2 Step Size: -18226.80614 Smoothing Hyper-parameters: 0.171757 0.183661 0.245904 0.152654 0.204356 0.217843 0.148856 Expected Total MS Cnt: 0.670116 Backgound Scale: 0.989721. ITERATION NUMBER 344. Current Log-Posterior: 96447.2 Step Size: 29615.00633 Smoothing Hyper-parameters: 0.253326 0.283745 0.050483 0.168093 0.165042 0.155716 0.277884 Expected Total MS Cnt: 2.20784 Backgound Scale: 1.00616. ITERATION NUMBER 345. Current Log-Posterior: 79650.4 Step Size: -16796.8778 Smoothing Hyper-parameters: 0.195545 0.211437 0.388864 0.166889 0.064812 0.168027 0.131094 Expected Total MS Cnt: 4.59026 Backgound Scale: 1.00676. ITERATION NUMBER 346. Current Log-Posterior: 85308.6 Step Size: 5658.288514 Smoothing Hyper-parameters: 0.079710 0.121700 0.194390 0.102238 0.133273 0.222973 0.267903 Expected Total MS Cnt: 1.34347 Backgound Scale: 1.00015. ITERATION NUMBER 347. Current Log-Posterior: 187957 Step Size: 102648.2602 Smoothing Hyper-parameters: 0.080620 0.165223 0.132404 0.128083 0.129901 0.178338 0.164941 Expected Total MS Cnt: 4.79027 Backgound Scale: 1.00243. ITERATION NUMBER 348. Current Log-Posterior: 181065 Step Size: -6891.960598 Smoothing Hyper-parameters: 0.176674 0.013890 0.136345 0.100630 0.079831 0.245563 0.129153 Expected Total MS Cnt: 5.66809 Backgound Scale: 1.0028. ITERATION NUMBER 349. Current Log-Posterior: 297431 Step Size: 116366.0199 Smoothing Hyper-parameters: 0.208705 0.187798 0.125434 0.080646 0.258913 0.247015 0.245864 Expected Total MS Cnt: 6.90775 Backgound Scale: 0.987154. ITERATION NUMBER 350. Current Log-Posterior: 87154.3 Step Size: -210276.7104 Smoothing Hyper-parameters: 0.046293 0.156334 0.266520 0.237553 0.157663 0.174646 0.134085 Expected Total MS Cnt: 7.90049 Backgound Scale: 0.993322. ITERATION NUMBER 351. Current Log-Posterior: 287207 Step Size: 200052.4374 Smoothing Hyper-parameters: 0.104467 0.149421 0.166163 0.194973 0.100505 0.050162 0.077835 Expected Total MS Cnt: 4.72754 Backgound Scale: 1.01696. ITERATION NUMBER 352. Current Log-Posterior: 146866 Step Size: -140340.2167 Smoothing Hyper-parameters: 0.251196 0.081741 0.198730 0.131949 0.180847 0.099737 0.176229 Expected Total MS Cnt: 3.26582 Backgound Scale: 0.996993. ITERATION NUMBER 353. Current Log-Posterior: 96752.9 Step Size: -50113.55012 Smoothing Hyper-parameters: 0.232074 0.202887 0.237369 0.258077 0.302615 0.186436 0.266086 Expected Total MS Cnt: 3.59841 Backgound Scale: 1.00886. ITERATION NUMBER 354. Current Log-Posterior: 76991.7 Step Size: -19761.26554 Smoothing Hyper-parameters: 0.025858 0.176522 0.196683 0.303405 0.055180 0.163569 0.132095 Expected Total MS Cnt: 4.27368 Backgound Scale: 0.996677. ITERATION NUMBER 355. Current Log-Posterior: 500521 Step Size: 423529.8286 Smoothing Hyper-parameters: 0.097815 0.116087 0.105355 0.133546 0.149636 0.230831 0.210806 Expected Total MS Cnt: 3.12053 Backgound Scale: 1.00714. ITERATION NUMBER 356. Current Log-Posterior: 164359 Step Size: -336162.8308 Smoothing Hyper-parameters: 0.272389 0.196759 0.161160 0.097856 0.137174 0.021649 0.210806 Expected Total MS Cnt: 1.67564 Backgound Scale: 1.00373. ITERATION NUMBER 357. Current Log-Posterior: 73110.4 Step Size: -91248.26494 Smoothing Hyper-parameters: 0.147207 0.073937 0.077265 0.121389 0.098469 0.224081 0.097927 Expected Total MS Cnt: 4.11575 Backgound Scale: 0.992538. ITERATION NUMBER 358. Current Log-Posterior: 139800 Step Size: 66689.51668 Smoothing Hyper-parameters: 0.273579 0.084244 0.243926 0.241453 0.120550 0.151787 0.091761 Expected Total MS Cnt: 6.81021 Backgound Scale: 1.01399. ITERATION NUMBER 359. Current Log-Posterior: 89844.6 Step Size: -49955.3232 Smoothing Hyper-parameters: 0.189804 0.127302 0.103669 0.143499 0.073966 0.036901 0.159859 Expected Total MS Cnt: 13.6038 Backgound Scale: 0.988883. ITERATION NUMBER 360. Current Log-Posterior: 102102 Step Size: 12257.24476 Smoothing Hyper-parameters: 0.071785 0.203441 0.217168 0.135829 0.151721 0.150782 0.100027 Expected Total MS Cnt: 8.20794 Backgound Scale: 0.995399. ITERATION NUMBER 361. Current Log-Posterior: 195341 Step Size: 93239.21069 Smoothing Hyper-parameters: 0.162712 0.359977 0.035728 0.147257 0.149392 0.220618 0.093856 Expected Total MS Cnt: 18.1531 Backgound Scale: 1.00813. ITERATION NUMBER 362. Current Log-Posterior: 112151 Step Size: -83190.11284 Smoothing Hyper-parameters: 0.125012 0.153167 0.119235 0.121134 0.196650 0.111302 0.142986 Expected Total MS Cnt: 8.22817 Backgound Scale: 0.981942. ITERATION NUMBER 363. Current Log-Posterior: 129482 Step Size: 17330.71984 Smoothing Hyper-parameters: 0.077202 0.098774 0.214409 0.201334 0.163249 0.085299 0.157073 Expected Total MS Cnt: 7.36691 Backgound Scale: 0.992637. ITERATION NUMBER 364. Current Log-Posterior: 196209 Step Size: 66727.3376 Smoothing Hyper-parameters: 0.090811 0.120389 0.083615 0.152548 0.206114 0.136375 0.137057 Expected Total MS Cnt: 9.32139 Backgound Scale: 0.999437. ITERATION NUMBER 365. Current Log-Posterior: 173414 Step Size: -22795.17778 Smoothing Hyper-parameters: 0.165736 0.134706 0.283404 0.165134 0.149646 0.329766 0.249908 Expected Total MS Cnt: 5.58206 Backgound Scale: 0.992775. ITERATION NUMBER 366. Current Log-Posterior: 105080 Step Size: -68334.28101 Smoothing Hyper-parameters: 0.207650 0.109298 0.166665 0.216396 0.103338 0.182897 0.084175 Expected Total MS Cnt: 11.5345 Backgound Scale: 0.987678. ITERATION NUMBER 367. Current Log-Posterior: 97285.4 Step Size: -7794.1534 Smoothing Hyper-parameters: 0.287263 0.281554 0.207862 0.127459 0.142407 0.144303 0.106592 Expected Total MS Cnt: 14.4619 Backgound Scale: 1.00452. ITERATION NUMBER 368. Current Log-Posterior: 64188.6 Step Size: -33096.73219 Smoothing Hyper-parameters: 0.148562 0.123122 0.097214 0.246301 0.098454 0.063921 0.104324 Expected Total MS Cnt: 3.89351 Backgound Scale: 0.998768. ITERATION NUMBER 369. Current Log-Posterior: 118015 Step Size: 53826.80725 Smoothing Hyper-parameters: 0.151816 0.189842 0.120362 0.189793 0.291076 0.113138 0.276364 Expected Total MS Cnt: 6.09983 Backgound Scale: 0.984564. ITERATION NUMBER 370. Current Log-Posterior: 108153 Step Size: -9862.728061 Smoothing Hyper-parameters: 0.186611 0.201833 0.135367 0.220492 0.119651 0.265111 0.175155 Expected Total MS Cnt: 6.12396 Backgound Scale: 1.00177. ITERATION NUMBER 371. Current Log-Posterior: 92383.7 Step Size: -15769.01082 Smoothing Hyper-parameters: 0.096692 0.136499 0.119314 0.179254 0.233034 0.147651 0.106499 Expected Total MS Cnt: 3.20475 Backgound Scale: 0.991757. ITERATION NUMBER 372. Current Log-Posterior: 158514 Step Size: 66130.01232 Smoothing Hyper-parameters: 0.118550 0.189836 0.254109 0.195695 0.150883 0.110878 0.180220 Expected Total MS Cnt: 3.68751 Backgound Scale: 0.994254. ITERATION NUMBER 373. Current Log-Posterior: 127146 Step Size: -31367.88483 Smoothing Hyper-parameters: 0.068304 0.164459 0.077536 0.229228 0.126717 0.081517 0.152139 Expected Total MS Cnt: 5.91927 Backgound Scale: 1.00961. ITERATION NUMBER 374. Current Log-Posterior: 208622 Step Size: 81475.70482 Smoothing Hyper-parameters: 0.112249 0.049430 0.193649 0.143469 0.066151 0.089262 0.079796 Expected Total MS Cnt: 2.27937 Backgound Scale: 0.995007. ITERATION NUMBER 375. Current Log-Posterior: 176470 Step Size: -32151.73578 Smoothing Hyper-parameters: 0.149170 0.121079 0.126005 0.080597 0.126997 0.161255 0.220238 Expected Total MS Cnt: 1.72092 Backgound Scale: 0.995966. ITERATION NUMBER 376. Current Log-Posterior: 118161 Step Size: -58309.06748 Smoothing Hyper-parameters: 0.130198 0.190297 0.061357 0.085209 0.258969 0.085613 0.094332 Expected Total MS Cnt: 1.05845 Backgound Scale: 1.01301. ITERATION NUMBER 377. Current Log-Posterior: 127883 Step Size: 9722.481609 Smoothing Hyper-parameters: 0.051116 0.176151 0.058925 0.155953 0.158088 0.072832 0.053185 Expected Total MS Cnt: 0.274026 Backgound Scale: 1.01039. ITERATION NUMBER 378. Current Log-Posterior: 273929 Step Size: 146045.9068 Smoothing Hyper-parameters: 0.246390 0.122262 0.139626 0.158351 0.094395 0.150432 0.165179 Expected Total MS Cnt: 7.06618 Backgound Scale: 0.99212. ITERATION NUMBER 379. Current Log-Posterior: 86367 Step Size: -187562.1527 Smoothing Hyper-parameters: 0.170377 0.119033 0.172168 0.149840 0.045192 0.119323 0.145696 Expected Total MS Cnt: 3.03507 Backgound Scale: 0.997065. ITERATION NUMBER 380. Current Log-Posterior: 108521 Step Size: 22153.96529 Smoothing Hyper-parameters: 0.145516 0.192094 0.128135 0.067926 0.157282 0.050155 0.203373 Expected Total MS Cnt: 1.52517 Backgound Scale: 1.00511. ITERATION NUMBER 381. Current Log-Posterior: 113887 Step Size: 5365.568038 Smoothing Hyper-parameters: 0.186854 0.167424 0.146329 0.128391 0.100025 0.134453 0.124335 Expected Total MS Cnt: 2.18209 Backgound Scale: 0.985427. ITERATION NUMBER 382. Current Log-Posterior: 94881.2 Step Size: -19005.32697 Smoothing Hyper-parameters: 0.154911 0.154952 0.267951 0.330609 0.155526 0.183147 0.063971 Expected Total MS Cnt: 0.0651447 Backgound Scale: 1.00116. ITERATION NUMBER 383. Current Log-Posterior: 106028 Step Size: 11146.39617 Smoothing Hyper-parameters: 0.179649 0.167655 0.184565 0.017906 0.141675 0.193695 0.050566 Expected Total MS Cnt: 1.75883 Backgound Scale: 0.998702. ITERATION NUMBER 384. Current Log-Posterior: 106264 Step Size: 236.8719618 Smoothing Hyper-parameters: 0.188354 0.255950 0.216419 0.215052 0.220625 0.061302 0.219551 Expected Total MS Cnt: 0.793073 Backgound Scale: 0.996671. ITERATION NUMBER 385. Current Log-Posterior: 86005.2 Step Size: -20259.20132 Smoothing Hyper-parameters: 0.174005 0.079176 0.207446 0.044341 0.175045 0.033831 0.171268 Expected Total MS Cnt: 0.348739 Backgound Scale: 0.999444. ITERATION NUMBER 386. Current Log-Posterior: 121936 Step Size: 35930.67565 Smoothing Hyper-parameters: 0.061726 0.072575 0.078497 0.158904 0.156107 0.370177 0.345779 Expected Total MS Cnt: 2.53359 Backgound Scale: 1.0094. ITERATION NUMBER 387. Current Log-Posterior: 252550 Step Size: 130613.7044 Smoothing Hyper-parameters: 0.066770 0.255456 0.176717 0.227021 0.043193 0.087864 0.365340 Expected Total MS Cnt: 0.843287 Backgound Scale: 0.987541. ITERATION NUMBER 388. Current Log-Posterior: 204758 Step Size: -47791.28572 Smoothing Hyper-parameters: 0.217217 0.305801 0.220507 0.191934 0.091849 0.120455 0.019431 Expected Total MS Cnt: 1.53512 Backgound Scale: 1.01452. ITERATION NUMBER 389. Current Log-Posterior: 76515.4 Step Size: -128242.9405 Smoothing Hyper-parameters: 0.138873 0.291953 0.158433 0.085583 0.117706 0.256060 0.190923 Expected Total MS Cnt: 2.72976 Backgound Scale: 1.01444. ITERATION NUMBER 390. Current Log-Posterior: 110085 Step Size: 33569.77105 Smoothing Hyper-parameters: 0.223108 0.115296 0.244581 0.125122 0.032731 0.044836 0.238244 Expected Total MS Cnt: 1.74552 Backgound Scale: 1.00195. ITERATION NUMBER 391. Current Log-Posterior: 91625.9 Step Size: -18459.3189 Smoothing Hyper-parameters: 0.124661 0.123513 0.224753 0.113084 0.246796 0.150832 0.124150 Expected Total MS Cnt: 2.19331 Backgound Scale: 1.00336. ITERATION NUMBER 392. Current Log-Posterior: 132372 Step Size: 40746.02117 Smoothing Hyper-parameters: 0.174389 0.153170 0.133505 0.082595 0.241204 0.161192 0.240997 Expected Total MS Cnt: 4.39297 Backgound Scale: 0.981045. ITERATION NUMBER 393. Current Log-Posterior: 101953 Step Size: -30419.03189 Smoothing Hyper-parameters: 0.073486 0.144543 0.203431 0.234031 0.247823 0.268855 0.202501 Expected Total MS Cnt: 5.67855 Backgound Scale: 0.997469. ITERATION NUMBER 394. Current Log-Posterior: 194167 Step Size: 92213.90585 Smoothing Hyper-parameters: 0.223004 0.177454 0.180422 0.121162 0.093165 0.094103 0.161420 Expected Total MS Cnt: 4.27884 Backgound Scale: 0.996396. ITERATION NUMBER 395. Current Log-Posterior: 83124.8 Step Size: -111041.994 Smoothing Hyper-parameters: 0.248266 0.109904 0.066417 0.060783 0.050462 0.044505 0.249025 Expected Total MS Cnt: 3.57903 Backgound Scale: 0.987438. ITERATION NUMBER 396. Current Log-Posterior: 97092.4 Step Size: 13967.59931 Smoothing Hyper-parameters: 0.238100 0.147135 0.137594 0.223584 0.116222 0.303451 0.249025 Expected Total MS Cnt: 10.9539 Backgound Scale: 1.01707. ITERATION NUMBER 397. Current Log-Posterior: 83501.9 Step Size: -13590.48818 Smoothing Hyper-parameters: 0.125018 0.075534 0.118722 0.302366 0.250005 0.187646 0.241098 Expected Total MS Cnt: 9.32323 Backgound Scale: 1.00375. ITERATION NUMBER 398. Current Log-Posterior: 149294 Step Size: 65792.57346 Smoothing Hyper-parameters: 0.205195 0.174908 0.389045 0.156217 0.198212 0.154755 0.277706 Expected Total MS Cnt: 9.82259 Backgound Scale: 0.999411. ITERATION NUMBER 399. Current Log-Posterior: 85928 Step Size: -63366.4155 Smoothing Hyper-parameters: 0.226846 0.250315 0.132154 0.142399 0.218774 0.227957 0.218574 Expected Total MS Cnt: 9.57393 Backgound Scale: 1.00276. ITERATION NUMBER 400. Current Log-Posterior: 78243.8 Step Size: -7684.26553 Smoothing Hyper-parameters: 0.181328 0.062333 0.158834 0.138747 0.152427 0.154545 0.222902 Expected Total MS Cnt: 11.1632 Backgound Scale: 1.01059. ITERATION NUMBER 401. Current Log-Posterior: 124744 Step Size: 46500.22877 Smoothing Hyper-parameters: 0.113150 0.181431 0.156374 0.120908 0.328948 0.164621 0.183565 Expected Total MS Cnt: 10.5841 Backgound Scale: 0.994294. ITERATION NUMBER 402. Current Log-Posterior: 135404 Step Size: 10659.80993 Smoothing Hyper-parameters: 0.005621 0.195285 0.183223 0.234490 0.189144 0.237847 0.177520 Expected Total MS Cnt: 12.6885 Backgound Scale: 0.998793. ITERATION NUMBER 403. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.075472 0.146117 0.336492 0.160009 0.168692 0.247972 0.107148 Expected Total MS Cnt: 10.0077 Backgound Scale: 1.01508. ITERATION NUMBER 404. Current Log-Posterior: 188000 Step Size: -inf Smoothing Hyper-parameters: 0.083988 0.094693 0.315710 0.157688 0.155737 0.097246 0.041525 Expected Total MS Cnt: 4.17156 Backgound Scale: 0.99787. ITERATION NUMBER 405. Current Log-Posterior: 181748 Step Size: -6251.862619 Smoothing Hyper-parameters: 0.253499 0.249722 0.247788 0.111910 0.105051 0.058391 0.252603 Expected Total MS Cnt: 7.1475 Backgound Scale: 1.00134. ITERATION NUMBER 406. Current Log-Posterior: 70884.8 Step Size: -110862.9102 Smoothing Hyper-parameters: 0.116986 0.163283 0.041705 0.062200 0.091972 0.193245 0.206470 Expected Total MS Cnt: 8.8545 Backgound Scale: 0.99832. ITERATION NUMBER 407. Current Log-Posterior: 150064 Step Size: 79178.73068 Smoothing Hyper-parameters: 0.190385 0.053235 0.166696 0.114660 0.222792 0.101954 0.168402 Expected Total MS Cnt: 6.66791 Backgound Scale: 1.0003. ITERATION NUMBER 408. Current Log-Posterior: 131977 Step Size: -18086.10696 Smoothing Hyper-parameters: 0.322051 0.153570 0.157586 0.050211 0.231501 0.082404 0.154017 Expected Total MS Cnt: 13.3423 Backgound Scale: 0.995818. ITERATION NUMBER 409. Current Log-Posterior: 72152.8 Step Size: -59824.63928 Smoothing Hyper-parameters: 0.032846 0.194333 0.082066 0.237905 0.251440 0.216165 0.225527 Expected Total MS Cnt: 11.9739 Backgound Scale: 1.00272. ITERATION NUMBER 410. Current Log-Posterior: 395549 Step Size: 323395.7133 Smoothing Hyper-parameters: 0.060536 0.077431 0.240889 0.265693 0.177944 0.263019 0.149791 Expected Total MS Cnt: 11.7551 Backgound Scale: 0.989339. ITERATION NUMBER 411. Current Log-Posterior: 248534 Step Size: -147014.393 Smoothing Hyper-parameters: 0.118341 0.024377 0.112606 0.089729 0.215629 0.237764 0.042266 Expected Total MS Cnt: 9.95283 Backgound Scale: 1.00297. ITERATION NUMBER 412. Current Log-Posterior: 238884 Step Size: -9649.836322 Smoothing Hyper-parameters: 0.286467 0.177292 0.203374 0.107345 0.228012 0.132491 0.100871 Expected Total MS Cnt: 9.70758 Backgound Scale: 0.978986. ITERATION NUMBER 413. Current Log-Posterior: 70906.4 Step Size: -167977.89 Smoothing Hyper-parameters: 0.068304 0.171185 0.209974 0.102146 0.204109 0.068922 0.203465 Expected Total MS Cnt: 6.23204 Backgound Scale: 1.00015. ITERATION NUMBER 414. Current Log-Posterior: 205199 Step Size: 134292.4823 Smoothing Hyper-parameters: 0.105524 0.207027 0.191078 0.238831 0.226719 0.162818 0.183829 Expected Total MS Cnt: 13.2073 Backgound Scale: 0.998353. ITERATION NUMBER 415. Current Log-Posterior: 138767 Step Size: -66431.63914 Smoothing Hyper-parameters: 0.228422 0.204751 0.107709 0.334662 0.208323 0.065027 0.113406 Expected Total MS Cnt: 6.40784 Backgound Scale: 1.01105. ITERATION NUMBER 416. Current Log-Posterior: 81437.1 Step Size: -57330.20825 Smoothing Hyper-parameters: 0.042817 0.184193 0.277343 0.205277 0.279889 0.072360 0.193582 Expected Total MS Cnt: 4.34807 Backgound Scale: 0.995973. ITERATION NUMBER 417. Current Log-Posterior: 307538 Step Size: 226101.0644 Smoothing Hyper-parameters: 0.282029 0.165570 0.264848 0.242300 0.091528 0.218043 0.139800 Expected Total MS Cnt: 4.70811 Backgound Scale: 0.99757. ITERATION NUMBER 418. Current Log-Posterior: 71465.7 Step Size: -236072.4116 Smoothing Hyper-parameters: 0.137087 0.146234 0.178607 0.147234 0.068770 0.183523 0.255802 Expected Total MS Cnt: 1.76332 Backgound Scale: 0.998933. ITERATION NUMBER 419. Current Log-Posterior: 120349 Step Size: 48883.39177 Smoothing Hyper-parameters: 0.206968 0.123253 0.212287 0.169921 0.218247 0.060390 0.085648 Expected Total MS Cnt: 6.5454 Backgound Scale: 1.00451. ITERATION NUMBER 420. Current Log-Posterior: 93908.4 Step Size: -26440.66178 Smoothing Hyper-parameters: 0.114833 0.127334 0.053863 0.173953 0.180778 0.048599 0.018354 Expected Total MS Cnt: 4.63271 Backgound Scale: 0.984287. ITERATION NUMBER 421. Current Log-Posterior: 149461 Step Size: 55552.19254 Smoothing Hyper-parameters: 0.054591 0.239338 0.254633 0.213610 0.075609 0.147332 0.117652 Expected Total MS Cnt: 3.35635 Backgound Scale: 1.00422. ITERATION NUMBER 422. Current Log-Posterior: 243630 Step Size: 94168.99802 Smoothing Hyper-parameters: 0.191038 0.223881 0.064432 0.051096 0.098214 0.169091 0.262643 Expected Total MS Cnt: 7.04278 Backgound Scale: 0.994221. ITERATION NUMBER 423. Current Log-Posterior: 98423.7 Step Size: -145205.9355 Smoothing Hyper-parameters: 0.249694 0.264235 0.064576 0.051081 0.215523 0.274817 0.040520 Expected Total MS Cnt: 0.549202 Backgound Scale: 1.00508. ITERATION NUMBER 424. Current Log-Posterior: 81349.5 Step Size: -17074.15687 Smoothing Hyper-parameters: 0.168584 0.114937 0.254418 0.064119 0.149994 0.239070 0.085954 Expected Total MS Cnt: 0.738561 Backgound Scale: 0.994117. ITERATION NUMBER 425. Current Log-Posterior: 109134 Step Size: 27784.20288 Smoothing Hyper-parameters: 0.063670 0.178327 0.195575 0.227275 0.143477 0.231729 0.054975 Expected Total MS Cnt: 1.3027 Backgound Scale: 1.01034. ITERATION NUMBER 426. Current Log-Posterior: 214343 Step Size: 105208.7638 Smoothing Hyper-parameters: 0.126181 0.273781 0.288724 0.105573 0.018610 0.155674 0.211199 Expected Total MS Cnt: 1.33959 Backgound Scale: 0.993845. ITERATION NUMBER 427. Current Log-Posterior: 119813 Step Size: -94529.84954 Smoothing Hyper-parameters: 0.163686 0.213439 0.149017 0.141655 0.206140 0.157683 0.106237 Expected Total MS Cnt: 1.18386 Backgound Scale: 0.979867. ITERATION NUMBER 428. Current Log-Posterior: 99743.4 Step Size: -20069.22298 Smoothing Hyper-parameters: 0.143047 0.035115 0.187138 0.197362 0.089425 0.269935 0.271717 Expected Total MS Cnt: 0.124183 Backgound Scale: 0.998061. ITERATION NUMBER 429. Current Log-Posterior: 178953 Step Size: 79209.3831 Smoothing Hyper-parameters: 0.134024 0.154899 0.131166 0.129647 0.093056 0.088676 0.064714 Expected Total MS Cnt: 2.42783 Backgound Scale: 0.989229. ITERATION NUMBER 430. Current Log-Posterior: 122082 Step Size: -56871.30771 Smoothing Hyper-parameters: 0.263348 0.070049 0.284535 0.165746 0.135170 0.175355 0.132668 Expected Total MS Cnt: 0.461024 Backgound Scale: 1.01204. ITERATION NUMBER 431. Current Log-Posterior: 98890.1 Step Size: -23191.42843 Smoothing Hyper-parameters: 0.153377 0.207615 0.177750 0.170981 0.166462 0.168506 0.167848 Expected Total MS Cnt: 3.6466 Backgound Scale: 0.984646. ITERATION NUMBER 432. Current Log-Posterior: 105391 Step Size: 6501.254407 Smoothing Hyper-parameters: 0.217258 0.080033 0.047928 0.199586 0.222005 0.019131 0.084193 Expected Total MS Cnt: 2.02411 Backgound Scale: 0.996973. ITERATION NUMBER 433. Current Log-Posterior: 116723 Step Size: 11331.57197 Smoothing Hyper-parameters: 0.198682 0.233647 0.081336 0.320494 0.087580 0.084205 0.043673 Expected Total MS Cnt: 1.36324 Backgound Scale: 0.999447. ITERATION NUMBER 434. Current Log-Posterior: 90219.3 Step Size: -26503.62509 Smoothing Hyper-parameters: 0.250974 0.267021 0.061937 0.082231 0.305956 0.128024 0.124097 Expected Total MS Cnt: 0.909087 Backgound Scale: 0.995267. ITERATION NUMBER 435. Current Log-Posterior: 80402.1 Step Size: -9817.184054 Smoothing Hyper-parameters: 0.182498 0.260955 0.128137 0.212726 0.120024 0.244996 0.124106 Expected Total MS Cnt: 3.07079 Backgound Scale: 0.983165. ITERATION NUMBER 436. Current Log-Posterior: 90890.1 Step Size: 10488.00305 Smoothing Hyper-parameters: 0.106269 0.069983 0.111122 0.173755 0.200855 0.279913 0.203346 Expected Total MS Cnt: 1.95256 Backgound Scale: 1.00039. ITERATION NUMBER 437. Current Log-Posterior: 169577 Step Size: 78687.16598 Smoothing Hyper-parameters: 0.091076 0.059898 0.194475 0.275533 0.119087 0.189862 0.119983 Expected Total MS Cnt: 5.19168 Backgound Scale: 1.005. ITERATION NUMBER 438. Current Log-Posterior: 192757 Step Size: 23179.38469 Smoothing Hyper-parameters: 0.195837 0.111270 0.140235 0.133206 0.124272 0.187720 0.238851 Expected Total MS Cnt: 2.84872 Backgound Scale: 1.00701. ITERATION NUMBER 439. Current Log-Posterior: 101187 Step Size: -91570.13432 Smoothing Hyper-parameters: 0.112894 0.136706 0.225388 0.227965 0.033779 0.057858 0.121567 Expected Total MS Cnt: 9.26858 Backgound Scale: 1.00237. ITERATION NUMBER 440. Current Log-Posterior: 140172 Step Size: 38985.88692 Smoothing Hyper-parameters: 0.212059 0.084807 0.306275 0.118550 0.206347 0.185195 0.135229 Expected Total MS Cnt: 7.48687 Backgound Scale: 1.00262. ITERATION NUMBER 441. Current Log-Posterior: 102295 Step Size: -37876.94507 Smoothing Hyper-parameters: 0.124640 0.106026 0.178752 0.109423 0.128245 0.129908 0.104295 Expected Total MS Cnt: 4.26301 Backgound Scale: 0.988328. ITERATION NUMBER 442. Current Log-Posterior: 135983 Step Size: 33687.05063 Smoothing Hyper-parameters: 0.312900 0.200105 0.175797 0.181301 0.226411 0.008414 0.238519 Expected Total MS Cnt: 5.22251 Backgound Scale: 1.00314. ITERATION NUMBER 443. Current Log-Posterior: 66174.2 Step Size: -69808.32061 Smoothing Hyper-parameters: 0.052675 0.141971 0.112271 0.180703 0.076596 0.059031 0.265195 Expected Total MS Cnt: 0.25203 Backgound Scale: 0.992284. ITERATION NUMBER 444. Current Log-Posterior: 267499 Step Size: 201325.079 Smoothing Hyper-parameters: 0.063165 0.235707 0.265235 0.170276 0.260163 0.178540 0.117117 Expected Total MS Cnt: 1.72939 Backgound Scale: 0.991932. ITERATION NUMBER 445. Current Log-Posterior: 213562 Step Size: -53937.37603 Smoothing Hyper-parameters: 0.224224 0.097743 0.159493 0.217217 0.126298 0.152958 0.182637 Expected Total MS Cnt: 2.49625 Backgound Scale: 0.998015. ITERATION NUMBER 446. Current Log-Posterior: 96947.5 Step Size: -116614.3529 Smoothing Hyper-parameters: 0.173501 0.167271 0.152376 0.151356 0.121751 0.134393 0.297055 Expected Total MS Cnt: 2.28795 Backgound Scale: 0.982121. ITERATION NUMBER 447. Current Log-Posterior: 100073 Step Size: 3125.019357 Smoothing Hyper-parameters: 0.119756 0.074047 0.216759 0.197912 0.087379 0.141017 0.089902 Expected Total MS Cnt: 0.394609 Backgound Scale: 1.00509. ITERATION NUMBER 448. Current Log-Posterior: 150139 Step Size: 50066.81891 Smoothing Hyper-parameters: 0.282729 0.269847 0.073677 0.082595 0.087507 0.152520 0.107471 Expected Total MS Cnt: 1.82154 Backgound Scale: 1.00613. ITERATION NUMBER 449. Current Log-Posterior: 73921.8 Step Size: -76217.55376 Smoothing Hyper-parameters: 0.217390 0.067497 0.112701 0.098909 0.220846 0.118863 0.181424 Expected Total MS Cnt: 0.186052 Backgound Scale: 1.00546. ITERATION NUMBER 450. Current Log-Posterior: 114321 Step Size: 40399.52134 Smoothing Hyper-parameters: 0.052612 0.075441 0.206743 0.121636 0.108535 0.144644 0.199541 Expected Total MS Cnt: 0.343102 Backgound Scale: 1.00612. ITERATION NUMBER 451. Current Log-Posterior: 281033 Step Size: 166711.4662 Smoothing Hyper-parameters: 0.200224 0.132701 0.187299 0.164345 0.146308 0.183536 0.084628 Expected Total MS Cnt: 0.187725 Backgound Scale: 0.994176. ITERATION NUMBER 452. Current Log-Posterior: 93600.6 Step Size: -187432.2102 Smoothing Hyper-parameters: 0.088381 0.065336 0.239942 0.172138 0.268313 0.091015 0.068737 Expected Total MS Cnt: 0.185698 Backgound Scale: 0.990913. ITERATION NUMBER 453. Current Log-Posterior: 189758 Step Size: 96157.59463 Smoothing Hyper-parameters: 0.254941 0.180991 0.204344 0.095733 0.248313 0.154359 0.191510 Expected Total MS Cnt: 0.169489 Backgound Scale: 1.00224. ITERATION NUMBER 454. Current Log-Posterior: 76037.3 Step Size: -113720.9205 Smoothing Hyper-parameters: 0.082396 0.234810 0.126962 0.188056 0.064637 0.116018 0.070264 Expected Total MS Cnt: 0.182059 Backgound Scale: 1.00801. ITERATION NUMBER 455. Current Log-Posterior: 173852 Step Size: 97815.13199 Smoothing Hyper-parameters: 0.069188 0.096504 0.133369 0.119321 0.155037 0.119241 0.160952 Expected Total MS Cnt: 0.123247 Backgound Scale: 1.00437. ITERATION NUMBER 456. Current Log-Posterior: 219828 Step Size: 45975.34778 Smoothing Hyper-parameters: 0.329047 0.253062 0.137745 0.243791 0.172699 0.106190 0.169576 Expected Total MS Cnt: 0.0434369 Backgound Scale: 0.994272. ITERATION NUMBER 457. Current Log-Posterior: 61398.1 Step Size: -158429.6942 Smoothing Hyper-parameters: 0.108676 0.133095 0.087551 0.215317 0.045726 0.088420 0.282957 Expected Total MS Cnt: 1.16947 Backgound Scale: 1.00475. ITERATION NUMBER 458. Current Log-Posterior: 148825 Step Size: 87426.67426 Smoothing Hyper-parameters: 0.087344 0.275308 0.227399 0.157022 0.037787 0.147649 0.108235 Expected Total MS Cnt: 0.128638 Backgound Scale: 1.01794. ITERATION NUMBER 459. Current Log-Posterior: 159784 Step Size: 10959.396 Smoothing Hyper-parameters: 0.238533 0.237738 0.120540 0.164734 0.147117 0.125725 0.256655 Expected Total MS Cnt: 0.154704 Backgound Scale: 1.0004. ITERATION NUMBER 460. Current Log-Posterior: 76783.7 Step Size: -83000.41125 Smoothing Hyper-parameters: 0.137053 0.257484 0.107454 0.204871 0.172546 0.147896 0.076489 Expected Total MS Cnt: 0.48995 Backgound Scale: 1.00958. ITERATION NUMBER 461. Current Log-Posterior: 112977 Step Size: 36193.21042 Smoothing Hyper-parameters: 0.225650 0.125370 0.209604 0.210534 0.110945 0.258345 0.152831 Expected Total MS Cnt: 0.446633 Backgound Scale: 1.00071. ITERATION NUMBER 462. Current Log-Posterior: 88496.5 Step Size: -24480.4047 Smoothing Hyper-parameters: 0.211263 0.044048 0.201329 0.163007 0.154643 0.037107 0.193091 Expected Total MS Cnt: 0.917152 Backgound Scale: 1.00183. ITERATION NUMBER 463. Current Log-Posterior: 136937 Step Size: 48440.12931 Smoothing Hyper-parameters: 0.020175 0.077906 0.195308 0.213809 0.277885 0.296700 0.308589 Expected Total MS Cnt: 1.98801 Backgound Scale: 1.01073. ITERATION NUMBER 464. Current Log-Posterior: 655711 Step Size: 518774.0188 Smoothing Hyper-parameters: 0.110602 0.178871 0.186348 0.036639 0.050197 0.088217 0.102025 Expected Total MS Cnt: 0.694096 Backgound Scale: 1.00275. ITERATION NUMBER 465. Current Log-Posterior: 140201 Step Size: -515509.9384 Smoothing Hyper-parameters: 0.137814 0.264133 0.259446 0.198394 0.248693 0.125964 0.128640 Expected Total MS Cnt: 0.802596 Backgound Scale: 1.01853. ITERATION NUMBER 466. Current Log-Posterior: 108874 Step Size: -31326.88636 Smoothing Hyper-parameters: 0.249039 0.232183 0.035584 0.198429 0.115834 0.094059 0.144207 Expected Total MS Cnt: 0.50301 Backgound Scale: 0.999992. ITERATION NUMBER 467. Current Log-Posterior: 89736.9 Step Size: -19136.95692 Smoothing Hyper-parameters: 0.047797 0.205775 0.238862 0.118799 0.161432 0.045665 0.162924 Expected Total MS Cnt: 0.891708 Backgound Scale: 0.999053. ITERATION NUMBER 468. Current Log-Posterior: 271751 Step Size: 182013.9224 Smoothing Hyper-parameters: 0.129131 0.151830 0.216408 0.286220 0.073155 0.152164 0.196386 Expected Total MS Cnt: 1.18858 Backgound Scale: 0.991966. ITERATION NUMBER 469. Current Log-Posterior: 124434 Step Size: -147316.8241 Smoothing Hyper-parameters: 0.203962 0.205975 0.067011 0.184689 0.113378 0.171780 0.126020 Expected Total MS Cnt: 4.66599 Backgound Scale: 1.01187. ITERATION NUMBER 470. Current Log-Posterior: 93320.5 Step Size: -31113.48035 Smoothing Hyper-parameters: 0.189124 0.170819 0.118687 0.181431 0.162480 0.134451 0.268842 Expected Total MS Cnt: 5.71987 Backgound Scale: 0.99395. ITERATION NUMBER 471. Current Log-Posterior: 95075.7 Step Size: 1755.153432 Smoothing Hyper-parameters: 0.208381 0.077822 0.103031 0.014848 0.261017 0.019101 0.170332 Expected Total MS Cnt: 2.12204 Backgound Scale: 0.985228. ITERATION NUMBER 472. Current Log-Posterior: 123266 Step Size: 28189.91947 Smoothing Hyper-parameters: 0.262876 0.300072 0.176959 0.039988 0.128497 0.174586 0.200008 Expected Total MS Cnt: 0.409335 Backgound Scale: 1.00297. ITERATION NUMBER 473. Current Log-Posterior: 70883.4 Step Size: -52382.2022 Smoothing Hyper-parameters: 0.259051 0.240693 0.273724 0.186090 0.159882 0.263713 0.086193 Expected Total MS Cnt: 0.420791 Backgound Scale: 0.995772. ITERATION NUMBER 474. Current Log-Posterior: 69634.5 Step Size: -1248.845962 Smoothing Hyper-parameters: 0.217578 0.178593 0.178770 0.244130 0.233755 0.201087 0.161251 Expected Total MS Cnt: 0.110229 Backgound Scale: 0.996282. ITERATION NUMBER 475. Current Log-Posterior: 84355.8 Step Size: 14721.25481 Smoothing Hyper-parameters: 0.150898 0.099295 0.187039 0.190108 0.067130 0.161786 0.128718 Expected Total MS Cnt: 0.0678913 Backgound Scale: 1.00175. ITERATION NUMBER 476. Current Log-Posterior: 121845 Step Size: 37489.46109 Smoothing Hyper-parameters: 0.201335 0.229731 0.009831 0.125700 0.106468 0.144396 0.146172 Expected Total MS Cnt: 0.668761 Backgound Scale: 1.00263. ITERATION NUMBER 477. Current Log-Posterior: 157904 Step Size: 36058.82845 Smoothing Hyper-parameters: 0.109782 0.080107 0.094972 0.119545 0.154846 0.163901 0.165895 Expected Total MS Cnt: 0.370271 Backgound Scale: 1.0102. ITERATION NUMBER 478. Current Log-Posterior: 160979 Step Size: 3074.879706 Smoothing Hyper-parameters: 0.105263 0.158654 0.091595 0.028229 0.189557 0.272660 0.142257 Expected Total MS Cnt: 2.16852 Backgound Scale: 0.994928. ITERATION NUMBER 479. Current Log-Posterior: 154840 Step Size: -6139.443566 Smoothing Hyper-parameters: 0.317845 0.086090 0.095894 0.236130 0.180369 0.384581 0.095119 Expected Total MS Cnt: 3.17689 Backgound Scale: 1.00647. ITERATION NUMBER 480. Current Log-Posterior: 87917.2 Step Size: -66922.31996 Smoothing Hyper-parameters: 0.143239 0.236611 0.052336 0.026166 0.138245 0.199872 0.140238 Expected Total MS Cnt: 0.356129 Backgound Scale: 0.998362. ITERATION NUMBER 481. Current Log-Posterior: 123219 Step Size: 35301.96379 Smoothing Hyper-parameters: 0.203250 0.248687 0.078542 0.136758 0.119893 0.221003 0.190342 Expected Total MS Cnt: 1.68574 Backgound Scale: 1.00055. ITERATION NUMBER 482. Current Log-Posterior: 87851.1 Step Size: -35368.0983 Smoothing Hyper-parameters: 0.186524 0.172549 0.201987 0.054671 0.179605 0.226262 0.191506 Expected Total MS Cnt: 1.92555 Backgound Scale: 1.00275. ITERATION NUMBER 483. Current Log-Posterior: 95608.6 Step Size: 7757.546174 Smoothing Hyper-parameters: 0.126641 0.146791 0.281582 0.129334 0.087318 0.108146 0.090440 Expected Total MS Cnt: 0.287315 Backgound Scale: 1.01709. ITERATION NUMBER 484. Current Log-Posterior: 126157 Step Size: 30548.35196 Smoothing Hyper-parameters: 0.097665 0.054378 0.104831 0.117303 0.271920 0.208350 0.063123 Expected Total MS Cnt: 0.507753 Backgound Scale: 1.01208. ITERATION NUMBER 485. Current Log-Posterior: 190012 Step Size: 63854.67684 Smoothing Hyper-parameters: 0.233448 0.160643 0.109202 0.134992 0.174193 0.169300 0.123615 Expected Total MS Cnt: 0.654493 Backgound Scale: 0.999764. ITERATION NUMBER 486. Current Log-Posterior: 85427.1 Step Size: -104584.5327 Smoothing Hyper-parameters: 0.077368 0.173621 0.327327 0.126829 0.134664 0.314531 0.121397 Expected Total MS Cnt: 1.11888 Backgound Scale: 0.995427. ITERATION NUMBER 487. Current Log-Posterior: 182085 Step Size: 96657.41462 Smoothing Hyper-parameters: 0.098792 0.135104 0.154842 0.079660 0.150114 0.070636 0.192620 Expected Total MS Cnt: 1.51697 Backgound Scale: 0.993714. ITERATION NUMBER 488. Current Log-Posterior: 158456 Step Size: -23628.6273 Smoothing Hyper-parameters: 0.213217 0.286659 0.138789 0.129051 0.189752 0.085090 0.249395 Expected Total MS Cnt: 1.96936 Backgound Scale: 1.00672. ITERATION NUMBER 489. Current Log-Posterior: 80784.7 Step Size: -77671.22874 Smoothing Hyper-parameters: 0.058103 0.202734 0.192166 0.103206 0.311045 0.173713 0.072964 Expected Total MS Cnt: 3.0947 Backgound Scale: 1.01064. ITERATION NUMBER 490. Current Log-Posterior: 234226 Step Size: 153441.7538 Smoothing Hyper-parameters: 0.142890 0.354461 0.089826 0.112500 0.098072 0.296455 0.160705 Expected Total MS Cnt: 2.25532 Backgound Scale: 1.01017. ITERATION NUMBER 491. Current Log-Posterior: 108340 Step Size: -125886.5693 Smoothing Hyper-parameters: 0.200468 0.081365 0.119942 0.108742 0.092216 0.209967 0.143634 Expected Total MS Cnt: 2.40679 Backgound Scale: 0.998109. ITERATION NUMBER 492. Current Log-Posterior: 111382 Step Size: 3041.952211 Smoothing Hyper-parameters: 0.158081 0.083958 0.105539 0.081151 0.240504 0.119674 0.286778 Expected Total MS Cnt: 12.28 Backgound Scale: 1.00216. ITERATION NUMBER 493. Current Log-Posterior: 127146 Step Size: 15763.72837 Smoothing Hyper-parameters: 0.117058 0.108220 0.098125 0.113951 0.226036 0.142606 0.231638 Expected Total MS Cnt: 17.835 Backgound Scale: 1.0133. ITERATION NUMBER 494. Current Log-Posterior: 143757 Step Size: 16611.42982 Smoothing Hyper-parameters: 0.167251 0.203978 0.165051 0.009208 0.200232 0.009697 0.137749 Expected Total MS Cnt: 15.8148 Backgound Scale: 0.994111. ITERATION NUMBER 495. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.138649 0.108890 0.210521 0.142317 0.253994 0.213224 0.216314 Expected Total MS Cnt: 14.8275 Backgound Scale: 0.991091. ITERATION NUMBER 496. Current Log-Posterior: 124875 Step Size: -inf Smoothing Hyper-parameters: 0.193587 0.133535 0.234688 0.127183 0.275865 0.198761 0.172285 Expected Total MS Cnt: 13.4885 Backgound Scale: 0.997678. ITERATION NUMBER 497. Current Log-Posterior: 95583.8 Step Size: -29291.08635 Smoothing Hyper-parameters: 0.119060 0.280949 0.054317 0.182674 0.231558 0.226218 0.270328 Expected Total MS Cnt: 19.5853 Backgound Scale: 0.994493. ITERATION NUMBER 498. Current Log-Posterior: 130910 Step Size: 35326.11211 Smoothing Hyper-parameters: 0.168860 0.206567 0.278934 0.054160 0.209203 0.115077 0.261101 Expected Total MS Cnt: 12.1453 Backgound Scale: 0.984281. ITERATION NUMBER 499. Current Log-Posterior: 98841 Step Size: -32068.89605 Smoothing Hyper-parameters: 0.131050 0.245754 0.135342 0.177227 0.181492 0.394563 0.113989 Expected Total MS Cnt: 10.9417 Backgound Scale: 1.00237. ITERATION NUMBER 500. Current Log-Posterior: 116114 Step Size: 17273.32696 Smoothing Hyper-parameters: 0.273470 0.086765 0.158776 0.118124 0.181731 0.215892 0.095440 Expected Total MS Cnt: 15.8203 Backgound Scale: 1.02797. ITERATION NUMBER 501. Current Log-Posterior: 90344.4 Step Size: -25769.89103 Smoothing Hyper-parameters: 0.272443 0.271278 0.177799 0.264045 0.194195 0.028261 0.147500 Expected Total MS Cnt: 4.62859 Backgound Scale: 1.00115. ITERATION NUMBER 502. Current Log-Posterior: 67165.2 Step Size: -23179.20782 Smoothing Hyper-parameters: 0.272924 0.096637 0.090999 0.231229 0.177265 0.144848 0.080349 Expected Total MS Cnt: 2.95215 Backgound Scale: 0.994377. ITERATION NUMBER 503. Current Log-Posterior: 90217.1 Step Size: 23051.90222 Smoothing Hyper-parameters: 0.223943 0.180830 0.044034 0.159447 0.085397 0.213178 0.106064 Expected Total MS Cnt: 1.90064 Backgound Scale: 1.00406. ITERATION NUMBER 504. Current Log-Posterior: 94991.7 Step Size: 4774.609131 Smoothing Hyper-parameters: 0.180686 0.067566 0.229992 0.192911 0.092350 0.172182 0.397858 Expected Total MS Cnt: 1.76187 Backgound Scale: 0.997524. ITERATION NUMBER 505. Current Log-Posterior: 121149 Step Size: 26157.42287 Smoothing Hyper-parameters: 0.322259 0.128967 0.170467 0.261408 0.142896 0.216649 0.122875 Expected Total MS Cnt: 7.14171 Backgound Scale: 1.00475. ITERATION NUMBER 506. Current Log-Posterior: 72366.9 Step Size: -48782.22941 Smoothing Hyper-parameters: 0.188824 0.250851 0.221379 0.120799 0.124235 0.238089 0.162653 Expected Total MS Cnt: 2.39981 Backgound Scale: 1.00278. ITERATION NUMBER 507. Current Log-Posterior: 86737.9 Step Size: 14370.94568 Smoothing Hyper-parameters: 0.164489 0.082246 0.147033 0.113242 0.125527 0.190669 0.272167 Expected Total MS Cnt: 2.61646 Backgound Scale: 0.997387. ITERATION NUMBER 508. Current Log-Posterior: 122583 Step Size: 35845.3166 Smoothing Hyper-parameters: 0.309259 0.156575 0.185374 0.152343 0.143900 0.315462 0.106639 Expected Total MS Cnt: 4.74145 Backgound Scale: 1.00858. ITERATION NUMBER 509. Current Log-Posterior: 69998.3 Step Size: -52584.93214 Smoothing Hyper-parameters: 0.105404 0.118253 0.245976 0.135616 0.166977 0.175779 0.191385 Expected Total MS Cnt: 1.5444 Backgound Scale: 1.00016. ITERATION NUMBER 510. Current Log-Posterior: 150382 Step Size: 80383.81147 Smoothing Hyper-parameters: 0.184008 0.346643 0.181959 0.193541 0.215824 0.140070 0.103444 Expected Total MS Cnt: 1.11358 Backgound Scale: 1.00285. ITERATION NUMBER 511. Current Log-Posterior: 85691.5 Step Size: -64690.52247 Smoothing Hyper-parameters: 0.223425 0.265909 0.222142 0.254716 0.039017 0.154126 0.177515 Expected Total MS Cnt: 0.588667 Backgound Scale: 0.977963. ITERATION NUMBER 512. Current Log-Posterior: 76874.5 Step Size: -8817.020692 Smoothing Hyper-parameters: 0.184651 0.161184 0.243152 0.140326 0.046934 0.069464 0.079118 Expected Total MS Cnt: 0.415809 Backgound Scale: 0.994273. ITERATION NUMBER 513. Current Log-Posterior: 95375.5 Step Size: 18500.93412 Smoothing Hyper-parameters: 0.084789 0.122766 0.150742 0.233648 0.087329 0.086748 0.125297 Expected Total MS Cnt: 0.366861 Backgound Scale: 0.995965. ITERATION NUMBER 514. Current Log-Posterior: 174950 Step Size: 79574.84695 Smoothing Hyper-parameters: 0.094959 0.055758 0.110383 0.152182 0.143641 0.109378 0.116028 Expected Total MS Cnt: 0.948149 Backgound Scale: 0.996107. ITERATION NUMBER 515. Current Log-Posterior: 195693 Step Size: 20742.91624 Smoothing Hyper-parameters: 0.095592 0.114532 0.024760 0.138717 0.138381 0.099786 0.172871 Expected Total MS Cnt: 3.11875 Backgound Scale: 1.00262. ITERATION NUMBER 516. Current Log-Posterior: 189255 Step Size: -6437.797986 Smoothing Hyper-parameters: 0.122380 0.189060 0.068040 0.276496 0.043609 0.267517 0.175601 Expected Total MS Cnt: 1.35402 Backgound Scale: 1.00083. ITERATION NUMBER 517. Current Log-Posterior: 133196 Step Size: -56059.33001 Smoothing Hyper-parameters: 0.089753 0.148025 0.224847 0.013127 0.076534 0.087839 0.195234 Expected Total MS Cnt: 1.81208 Backgound Scale: 1.0137. ITERATION NUMBER 518. Current Log-Posterior: 178521 Step Size: 45324.70907 Smoothing Hyper-parameters: 0.097527 0.256997 0.150206 0.143619 0.158868 0.147032 0.195234 Expected Total MS Cnt: 1.89802 Backgound Scale: 1.00949. ITERATION NUMBER 519. Current Log-Posterior: 146573 Step Size: -31948.16334 Smoothing Hyper-parameters: 0.183585 0.184122 0.106491 0.157619 0.073353 0.272932 0.166222 Expected Total MS Cnt: 0.595063 Backgound Scale: 1.00088. ITERATION NUMBER 520. Current Log-Posterior: 96744.2 Step Size: -49828.43046 Smoothing Hyper-parameters: 0.203812 0.165314 0.101301 0.351397 0.129854 0.302087 0.159735 Expected Total MS Cnt: 1.10929 Backgound Scale: 1.01802. ITERATION NUMBER 521. Current Log-Posterior: 92172.6 Step Size: -4571.654756 Smoothing Hyper-parameters: 0.147508 0.229140 0.033860 0.158141 0.095393 0.219361 0.139251 Expected Total MS Cnt: 0.483678 Backgound Scale: 0.987687. ITERATION NUMBER 522. Current Log-Posterior: 125796 Step Size: 33623.56647 Smoothing Hyper-parameters: 0.125583 0.170460 0.205213 0.135199 0.221396 0.237233 0.125486 Expected Total MS Cnt: 1.26586 Backgound Scale: 1.00766. ITERATION NUMBER 523. Current Log-Posterior: 123733 Step Size: -2063.036971 Smoothing Hyper-parameters: 0.281056 0.095436 0.116013 0.225187 0.112754 0.054791 0.310557 Expected Total MS Cnt: 0.986424 Backgound Scale: 0.993962. ITERATION NUMBER 524. Current Log-Posterior: 88274 Step Size: -35459.11924 Smoothing Hyper-parameters: 0.194884 0.146278 0.131108 0.179103 0.122833 0.241486 0.069034 Expected Total MS Cnt: 4.00515 Backgound Scale: 1.0116. ITERATION NUMBER 525. Current Log-Posterior: 94976.1 Step Size: 6702.14928 Smoothing Hyper-parameters: 0.070897 0.201805 0.107219 0.087106 0.234280 0.093761 0.076623 Expected Total MS Cnt: 2.72907 Backgound Scale: 0.988019. ITERATION NUMBER 526. Current Log-Posterior: 197529 Step Size: 102552.46 Smoothing Hyper-parameters: 0.158756 0.136675 0.133702 0.144124 0.184002 0.105197 0.112014 Expected Total MS Cnt: 4.50505 Backgound Scale: 1.02371. ITERATION NUMBER 527. Current Log-Posterior: 110794 Step Size: -86734.30151 Smoothing Hyper-parameters: 0.107613 0.300454 0.093663 0.253851 0.269812 0.152964 0.041909 Expected Total MS Cnt: 1.72474 Backgound Scale: 1.0025. ITERATION NUMBER 528. Current Log-Posterior: 135853 Step Size: 25058.41423 Smoothing Hyper-parameters: 0.090788 0.116711 0.265290 0.141045 0.165958 0.089586 0.074578 Expected Total MS Cnt: 3.54487 Backgound Scale: 0.996756. ITERATION NUMBER 529. Current Log-Posterior: 165655 Step Size: 29802.46754 Smoothing Hyper-parameters: 0.209198 0.157172 0.125989 0.146646 0.110194 0.121932 0.039243 Expected Total MS Cnt: 0.239627 Backgound Scale: 1.00757. ITERATION NUMBER 530. Current Log-Posterior: 90281.1 Step Size: -75374.01694 Smoothing Hyper-parameters: 0.151878 0.241273 0.194541 0.029099 0.302860 0.108189 0.087075 Expected Total MS Cnt: 2.28133 Backgound Scale: 1.00939. ITERATION NUMBER 531. Current Log-Posterior: 108674 Step Size: 18392.73834 Smoothing Hyper-parameters: 0.112416 0.249578 0.228182 0.110883 0.300714 0.090063 0.077400 Expected Total MS Cnt: 0.962642 Backgound Scale: 1.00412. ITERATION NUMBER 532. Current Log-Posterior: 129249 Step Size: 20575.32088 Smoothing Hyper-parameters: 0.294738 0.050463 0.154395 0.381749 0.248257 0.051410 0.110450 Expected Total MS Cnt: 0.357047 Backgound Scale: 1.0061. ITERATION NUMBER 533. Current Log-Posterior: 113166 Step Size: -16082.87256 Smoothing Hyper-parameters: 0.157856 0.113792 0.154395 0.225861 0.222597 0.078574 0.083171 Expected Total MS Cnt: 1.26869 Backgound Scale: 1.00889. ITERATION NUMBER 534. Current Log-Posterior: 113494 Step Size: 327.5836322 Smoothing Hyper-parameters: 0.139220 0.132571 0.284743 0.148846 0.234885 0.212314 0.157995 Expected Total MS Cnt: 2.44353 Backgound Scale: 0.988563. ITERATION NUMBER 535. Current Log-Posterior: 119265 Step Size: 5771.198479 Smoothing Hyper-parameters: 0.167174 0.215790 0.261565 0.143087 0.090004 0.122380 0.158510 Expected Total MS Cnt: 3.26579 Backgound Scale: 1.0177. ITERATION NUMBER 536. Current Log-Posterior: 95895.4 Step Size: -23369.68741 Smoothing Hyper-parameters: 0.206170 0.203232 0.144988 0.115524 0.199752 0.131357 0.118528 Expected Total MS Cnt: 4.36633 Backgound Scale: 0.993466. ITERATION NUMBER 537. Current Log-Posterior: 87164.9 Step Size: -8730.50546 Smoothing Hyper-parameters: 0.142582 0.123733 0.256573 0.204694 0.125875 0.267657 0.127009 Expected Total MS Cnt: 15.73 Backgound Scale: 0.994349. ITERATION NUMBER 538. Current Log-Posterior: 119230 Step Size: 32064.67791 Smoothing Hyper-parameters: 0.144872 0.202944 0.125387 0.167229 0.153898 0.247985 0.285415 Expected Total MS Cnt: 13.0304 Backgound Scale: 0.992011. ITERATION NUMBER 539. Current Log-Posterior: 109912 Step Size: -9317.445688 Smoothing Hyper-parameters: 0.033689 0.160734 0.114465 0.149435 0.132885 0.210070 0.148647 Expected Total MS Cnt: 16.1134 Backgound Scale: 1.00672. ITERATION NUMBER 540. Current Log-Posterior: 387301 Step Size: 277388.657 Smoothing Hyper-parameters: 0.234079 0.035317 0.186875 0.203714 0.084656 0.094695 0.249492 Expected Total MS Cnt: 16.6283 Backgound Scale: 1.01599. ITERATION NUMBER 541. Current Log-Posterior: 150209 Step Size: -237091.7841 Smoothing Hyper-parameters: 0.198464 0.255030 0.094048 0.246284 0.152803 0.187976 0.121465 Expected Total MS Cnt: 16.1721 Backgound Scale: 1.00912. ITERATION NUMBER 542. Current Log-Posterior: 88019.3 Step Size: -62189.73616 Smoothing Hyper-parameters: 0.175250 0.071279 0.131505 0.156554 0.112903 0.141342 0.078356 Expected Total MS Cnt: 13.4903 Backgound Scale: 1.00285. ITERATION NUMBER 543. Current Log-Posterior: 123660 Step Size: 35640.87944 Smoothing Hyper-parameters: 0.143765 0.154189 0.110212 0.161590 0.057818 0.238001 0.283821 Expected Total MS Cnt: 14.4913 Backgound Scale: 1.01129. ITERATION NUMBER 544. Current Log-Posterior: 116679 Step Size: -6981.519789 Smoothing Hyper-parameters: 0.121907 0.118961 0.029633 0.136919 0.190743 0.084813 0.154639 Expected Total MS Cnt: 14.5408 Backgound Scale: 0.994946. ITERATION NUMBER 545. Current Log-Posterior: 156081 Step Size: 39402.46136 Smoothing Hyper-parameters: 0.196917 0.145632 0.186036 0.136330 0.197836 0.180989 0.250810 Expected Total MS Cnt: 16.1328 Backgound Scale: 0.996316. ITERATION NUMBER 546. Current Log-Posterior: 93016.2 Step Size: -63064.9055 Smoothing Hyper-parameters: 0.266676 0.196343 0.173936 0.270004 0.162610 0.193669 0.088224 Expected Total MS Cnt: 12.7811 Backgound Scale: 1.00556. ITERATION NUMBER 547. Current Log-Posterior: 71499.4 Step Size: -21516.7489 Smoothing Hyper-parameters: 0.238786 0.137569 0.071668 0.175007 0.168872 0.257608 0.198788 Expected Total MS Cnt: 20.9423 Backgound Scale: 1.01448. ITERATION NUMBER 548. Current Log-Posterior: 90252.1 Step Size: 18752.62983 Smoothing Hyper-parameters: 0.189456 0.079567 0.084328 0.225224 0.215533 0.243747 0.149916 Expected Total MS Cnt: 10.6734 Backgound Scale: 1.0082. ITERATION NUMBER 549. Current Log-Posterior: 116747 Step Size: 26495.25373 Smoothing Hyper-parameters: 0.090939 0.117695 0.110222 0.052866 0.177801 0.189634 0.142782 Expected Total MS Cnt: 12.4391 Backgound Scale: 1.01174. ITERATION NUMBER 550. Current Log-Posterior: 173734 Step Size: 56987.08092 Smoothing Hyper-parameters: 0.109857 0.286736 0.191872 0.186151 0.174170 0.167207 0.051943 Expected Total MS Cnt: 7.04402 Backgound Scale: 0.997931. ITERATION NUMBER 551. Current Log-Posterior: 129165 Step Size: -44569.69373 Smoothing Hyper-parameters: 0.076355 0.166745 0.142165 0.189571 0.224022 0.227515 0.163052 Expected Total MS Cnt: 6.81255 Backgound Scale: 0.998235. ITERATION NUMBER 552. Current Log-Posterior: 188073 Step Size: 58908.37835 Smoothing Hyper-parameters: 0.095645 0.111363 0.181925 0.259447 0.239470 0.187190 0.143669 Expected Total MS Cnt: 8.92854 Backgound Scale: 1.00969. ITERATION NUMBER 553. Current Log-Posterior: 162504 Step Size: -25569.16657 Smoothing Hyper-parameters: 0.175592 0.105434 0.192836 0.244502 0.309413 0.051798 0.229579 Expected Total MS Cnt: 18.4807 Backgound Scale: 0.999151. ITERATION NUMBER 554. Current Log-Posterior: 107367 Step Size: -55137.12212 Smoothing Hyper-parameters: 0.156072 0.153824 0.169764 0.167629 0.130240 0.135693 0.272960 Expected Total MS Cnt: 18.0887 Backgound Scale: 1.00799. ITERATION NUMBER 555. Current Log-Posterior: 107704 Step Size: 337.6429743 Smoothing Hyper-parameters: 0.172344 0.181427 0.247060 0.211342 0.037024 0.132946 0.193113 Expected Total MS Cnt: 6.93861 Backgound Scale: 0.997349. ITERATION NUMBER 556. Current Log-Posterior: 97190.5 Step Size: -10513.93392 Smoothing Hyper-parameters: 0.332657 0.085657 0.136280 0.143794 0.168888 0.134915 0.122181 Expected Total MS Cnt: 9.99832 Backgound Scale: 0.995233. ITERATION NUMBER 557. Current Log-Posterior: 84538 Step Size: -12652.48925 Smoothing Hyper-parameters: 0.212306 0.099078 0.123051 0.163981 0.160309 0.062982 0.190571 Expected Total MS Cnt: 8.38714 Backgound Scale: 1.00958. ITERATION NUMBER 558. Current Log-Posterior: 101099 Step Size: 16561.37174 Smoothing Hyper-parameters: 0.110216 0.100852 0.193702 0.141604 0.139777 0.059277 0.162753 Expected Total MS Cnt: 3.40984 Backgound Scale: 0.996043. ITERATION NUMBER 559. Current Log-Posterior: 148275 Step Size: 47175.40383 Smoothing Hyper-parameters: 0.229022 0.144964 0.122665 0.212532 0.140142 0.222153 0.223145 Expected Total MS Cnt: 5.88726 Backgound Scale: 1.01309. ITERATION NUMBER 560. Current Log-Posterior: 86595.9 Step Size: -61678.85978 Smoothing Hyper-parameters: 0.133610 0.039086 0.019983 0.082156 0.109931 0.155723 0.159601 Expected Total MS Cnt: 2.38667 Backgound Scale: 0.995823. ITERATION NUMBER 561. Current Log-Posterior: 215064 Step Size: 128467.7444 Smoothing Hyper-parameters: 0.123964 0.244422 0.137085 0.235980 0.176682 0.176970 0.036451 Expected Total MS Cnt: 0.105057 Backgound Scale: 1.0012. ITERATION NUMBER 562. Current Log-Posterior: 122842 Step Size: -92221.94735 Smoothing Hyper-parameters: 0.023152 0.121922 0.149685 0.153473 0.107220 0.138598 0.212361 Expected Total MS Cnt: 0.100406 Backgound Scale: 0.989875. ITERATION NUMBER 563. Current Log-Posterior: 559568 Step Size: 436726.596 Smoothing Hyper-parameters: 0.233119 0.125590 0.087447 0.163585 0.158904 0.128873 0.112822 Expected Total MS Cnt: 2.3847 Backgound Scale: 1.00163. ITERATION NUMBER 564. Current Log-Posterior: 91911.9 Step Size: -467656.4031 Smoothing Hyper-parameters: 0.092976 0.212887 0.102600 0.124075 0.070925 0.057863 0.138591 Expected Total MS Cnt: 4.86149 Backgound Scale: 0.992862. ITERATION NUMBER 565. Current Log-Posterior: 157745 Step Size: 65832.95785 Smoothing Hyper-parameters: 0.107628 0.277840 0.060030 0.170438 0.174128 0.237358 0.286059 Expected Total MS Cnt: 2.97051 Backgound Scale: 1.00633. ITERATION NUMBER 566. Current Log-Posterior: 142421 Step Size: -15324.21495 Smoothing Hyper-parameters: 0.030598 0.095559 0.187743 0.169837 0.193084 0.080095 0.193262 Expected Total MS Cnt: 4.5737 Backgound Scale: 0.999481. ITERATION NUMBER 567. Current Log-Posterior: 434769 Step Size: 292347.8312 Smoothing Hyper-parameters: 0.103359 0.236581 0.259038 0.169837 0.168986 0.092488 0.213406 Expected Total MS Cnt: 2.09265 Backgound Scale: 0.99627. ITERATION NUMBER 568. Current Log-Posterior: 138841 Step Size: -295927.5146 Smoothing Hyper-parameters: 0.160306 0.084661 0.213382 0.203545 0.157750 0.120420 0.138809 Expected Total MS Cnt: 1.29738 Backgound Scale: 1.00952. ITERATION NUMBER 569. Current Log-Posterior: 121289 Step Size: -17552.46839 Smoothing Hyper-parameters: 0.246759 0.157667 0.015774 0.285478 0.035997 0.077694 0.128805 Expected Total MS Cnt: 0.705704 Backgound Scale: 0.998927. ITERATION NUMBER 570. Current Log-Posterior: 124386 Step Size: 3097.629252 Smoothing Hyper-parameters: 0.111480 0.119367 0.207766 0.150708 0.172262 0.313110 0.255126 Expected Total MS Cnt: 0.208769 Backgound Scale: 0.999617. ITERATION NUMBER 571. Current Log-Posterior: 143195 Step Size: 18808.50942 Smoothing Hyper-parameters: 0.110448 0.222578 0.197353 0.212746 0.149455 0.102897 0.201913 Expected Total MS Cnt: 3.05411 Backgound Scale: 0.997651. ITERATION NUMBER 572. Current Log-Posterior: 132496 Step Size: -10698.37963 Smoothing Hyper-parameters: 0.146379 0.227827 0.191290 0.212746 0.227023 0.188286 0.265352 Expected Total MS Cnt: 0.907139 Backgound Scale: 1.00357. ITERATION NUMBER 573. Current Log-Posterior: 106872 Step Size: -25624.76792 Smoothing Hyper-parameters: 0.272776 0.066789 0.150604 0.125746 0.164669 0.160003 0.101981 Expected Total MS Cnt: 1.53423 Backgound Scale: 1.00634. ITERATION NUMBER 574. Current Log-Posterior: 101969 Step Size: -4902.727512 Smoothing Hyper-parameters: 0.134085 0.153256 0.139679 0.111611 0.172174 0.267735 0.159968 Expected Total MS Cnt: 0.699278 Backgound Scale: 0.98632. ITERATION NUMBER 575. Current Log-Posterior: 123571 Step Size: 21602.70602 Smoothing Hyper-parameters: 0.153782 0.142888 0.069135 0.097234 0.079241 0.156611 0.169317 Expected Total MS Cnt: 1.02815 Backgound Scale: 1.00605. ITERATION NUMBER 576. Current Log-Posterior: 118471 Step Size: -5100.554682 Smoothing Hyper-parameters: 0.088760 0.128322 0.201318 0.112669 0.251547 0.087253 0.210106 Expected Total MS Cnt: 1.15714 Backgound Scale: 0.992831. ITERATION NUMBER 577. Current Log-Posterior: 170169 Step Size: 51697.64697 Smoothing Hyper-parameters: 0.135138 0.263010 0.197327 0.110909 0.271439 0.086091 0.096431 Expected Total MS Cnt: 0.963824 Backgound Scale: 1.00578. ITERATION NUMBER 578. Current Log-Posterior: 112322 Step Size: -57846.827 Smoothing Hyper-parameters: 0.170941 0.202807 0.183358 0.086408 0.182676 0.186048 0.174637 Expected Total MS Cnt: 0.366884 Backgound Scale: 0.981938. ITERATION NUMBER 579. Current Log-Posterior: 97487.7 Step Size: -14834.03035 Smoothing Hyper-parameters: 0.218154 0.178567 0.274477 0.135368 0.146919 0.184483 0.104377 Expected Total MS Cnt: 1.37794 Backgound Scale: 1.01172. ITERATION NUMBER 580. Current Log-Posterior: 81861.4 Step Size: -15626.33731 Smoothing Hyper-parameters: 0.190402 0.246044 0.132188 0.088406 0.048563 0.096001 0.086292 Expected Total MS Cnt: 3.92678 Backgound Scale: 1.01319. ITERATION NUMBER 581. Current Log-Posterior: 90001.8 Step Size: 8140.376717 Smoothing Hyper-parameters: 0.148856 0.056646 0.166407 0.076640 0.275299 0.205034 0.259558 Expected Total MS Cnt: 4.43012 Backgound Scale: 0.985749. ITERATION NUMBER 582. Current Log-Posterior: 148317 Step Size: 58315.15208 Smoothing Hyper-parameters: 0.192557 0.305163 0.229331 0.191848 0.136482 0.196635 0.067429 Expected Total MS Cnt: 5.56586 Backgound Scale: 1.00535. ITERATION NUMBER 583. Current Log-Posterior: 82602.9 Step Size: -65714.00416 Smoothing Hyper-parameters: 0.263265 0.202936 0.166116 0.097963 0.271562 0.257938 0.128568 Expected Total MS Cnt: 9.70307 Backgound Scale: 1.00199. ITERATION NUMBER 584. Current Log-Posterior: 73305.1 Step Size: -9297.811892 Smoothing Hyper-parameters: 0.104033 0.126323 0.115566 0.106144 0.057407 0.074769 0.164271 Expected Total MS Cnt: 8.64997 Backgound Scale: 1.01472. ITERATION NUMBER 585. Current Log-Posterior: 154141 Step Size: 80836.39431 Smoothing Hyper-parameters: 0.329556 0.233564 0.158940 0.229565 0.271805 0.240971 0.190452 Expected Total MS Cnt: 5.10218 Backgound Scale: 1.01422. ITERATION NUMBER 586. Current Log-Posterior: 61029.9 Step Size: -93111.57564 Smoothing Hyper-parameters: 0.215521 0.081516 0.190336 0.121392 0.252569 0.176190 0.098103 Expected Total MS Cnt: 4.9998 Backgound Scale: 1.00732. ITERATION NUMBER 587. Current Log-Posterior: 104410 Step Size: 43380.23372 Smoothing Hyper-parameters: 0.190868 0.135070 0.205547 0.151481 0.107352 0.127386 0.148744 Expected Total MS Cnt: 3.75809 Backgound Scale: 1.00019. ITERATION NUMBER 588. Current Log-Posterior: 97240.8 Step Size: -7169.319633 Smoothing Hyper-parameters: 0.080604 0.096281 0.343434 0.176774 0.171633 0.209549 0.085002 Expected Total MS Cnt: 2.74846 Backgound Scale: 1.00197. ITERATION NUMBER 589. Current Log-Posterior: 189846 Step Size: 92605.61757 Smoothing Hyper-parameters: 0.061006 0.171800 0.158907 0.068136 0.175507 0.078023 0.227424 Expected Total MS Cnt: 1.4955 Backgound Scale: 1.00646. ITERATION NUMBER 590. Current Log-Posterior: 228671 Step Size: 38824.14387 Smoothing Hyper-parameters: 0.118693 0.143880 0.274699 0.164208 0.186735 0.186899 0.288952 Expected Total MS Cnt: 0.563111 Backgound Scale: 1.00287. ITERATION NUMBER 591. Current Log-Posterior: 133492 Step Size: -95178.73866 Smoothing Hyper-parameters: 0.066698 0.266305 0.061781 0.061770 0.272991 0.186510 0.034258 Expected Total MS Cnt: 0.166209 Backgound Scale: 0.989376. ITERATION NUMBER 592. Current Log-Posterior: 213224 Step Size: 79732.03512 Smoothing Hyper-parameters: 0.133749 0.278087 0.058670 0.155807 0.071395 0.166035 0.041729 Expected Total MS Cnt: 0.821692 Backgound Scale: 1.01627. ITERATION NUMBER 593. Current Log-Posterior: 121531 Step Size: -91692.64248 Smoothing Hyper-parameters: 0.205586 0.167773 0.249604 0.083055 0.163727 0.144957 0.026315 Expected Total MS Cnt: 3.38687 Backgound Scale: 0.991421. ITERATION NUMBER 594. Current Log-Posterior: 88708 Step Size: -32823.21478 Smoothing Hyper-parameters: 0.245989 0.164546 0.091144 0.219457 0.318246 0.222458 0.147804 Expected Total MS Cnt: 2.08353 Backgound Scale: 1.02963. ITERATION NUMBER 595. Current Log-Posterior: 82591.2 Step Size: -6116.873301 Smoothing Hyper-parameters: 0.098561 0.120423 0.184591 0.040614 0.182010 0.261612 0.222828 Expected Total MS Cnt: 1.33437 Backgound Scale: 0.994331. ITERATION NUMBER 596. Current Log-Posterior: 160276 Step Size: 77685.28162 Smoothing Hyper-parameters: 0.144432 0.172247 0.150861 0.115156 0.258839 0.166164 0.207492 Expected Total MS Cnt: 2.67029 Backgound Scale: 1.00196. ITERATION NUMBER 597. Current Log-Posterior: 113273 Step Size: -47003.2515 Smoothing Hyper-parameters: 0.126488 0.148884 0.117274 0.241137 0.105362 0.075943 0.127567 Expected Total MS Cnt: 2.83964 Backgound Scale: 1.00224. ITERATION NUMBER 598. Current Log-Posterior: 129043 Step Size: 15769.96152 Smoothing Hyper-parameters: 0.208012 0.241591 0.190593 0.142342 0.134479 0.178318 0.089221 Expected Total MS Cnt: 3.77405 Backgound Scale: 1.00228. ITERATION NUMBER 599. Current Log-Posterior: 82684.4 Step Size: -46358.73749 Smoothing Hyper-parameters: 0.047907 0.128390 0.300280 0.040542 0.144771 0.167789 0.243364 Expected Total MS Cnt: 2.50991 Backgound Scale: 1.00483. ITERATION NUMBER 600. Current Log-Posterior: 285650 Step Size: 202965.7266 Smoothing Hyper-parameters: 0.263599 0.033346 0.175071 0.034702 0.028448 0.090178 0.252534 Expected Total MS Cnt: 1.47848 Backgound Scale: 1.00614. ITERATION NUMBER 601. Current Log-Posterior: 154691 Step Size: -130958.7405 Smoothing Hyper-parameters: 0.071713 0.183084 0.096779 0.079704 0.159515 0.147035 0.186747 Expected Total MS Cnt: 1.36636 Backgound Scale: 0.993961. ITERATION NUMBER 602. Current Log-Posterior: 202544 Step Size: 47852.15781 Smoothing Hyper-parameters: 0.208538 0.146694 0.217354 0.062265 0.285021 0.051173 0.070759 Expected Total MS Cnt: 1.18076 Backgound Scale: 1.02104. ITERATION NUMBER 603. Current Log-Posterior: 90618.6 Step Size: -111924.9138 Smoothing Hyper-parameters: 0.207951 0.058953 0.075787 0.062267 0.051192 0.019890 0.053640 Expected Total MS Cnt: 1.39169 Backgound Scale: 0.994381. ITERATION NUMBER 604. Current Log-Posterior: 129825 Step Size: 39206.33554 Smoothing Hyper-parameters: 0.130628 0.075660 0.219647 0.329098 0.052924 0.233340 0.148086 Expected Total MS Cnt: 5.43285 Backgound Scale: 1.00073. ITERATION NUMBER 605. Current Log-Posterior: 143140 Step Size: 13314.81439 Smoothing Hyper-parameters: 0.176927 0.156579 0.115553 0.098712 0.219032 0.025748 0.009255 Expected Total MS Cnt: 3.17588 Backgound Scale: 1.01105. ITERATION NUMBER 606. Current Log-Posterior: 102163 Step Size: -40976.94668 Smoothing Hyper-parameters: 0.127582 0.067687 0.224425 0.242662 0.080239 0.096165 0.319927 Expected Total MS Cnt: 7.27074 Backgound Scale: 1.00983. ITERATION NUMBER 607. Current Log-Posterior: 150334 Step Size: 48171.50701 Smoothing Hyper-parameters: 0.201122 0.171740 0.290363 0.138770 0.180197 0.078677 0.183344 Expected Total MS Cnt: 2.52162 Backgound Scale: 1.00085. ITERATION NUMBER 608. Current Log-Posterior: 87452.9 Step Size: -62881.50217 Smoothing Hyper-parameters: 0.214996 0.050183 0.126352 0.114651 0.029042 0.203920 0.111120 Expected Total MS Cnt: 6.00772 Backgound Scale: 1.00964. ITERATION NUMBER 609. Current Log-Posterior: 132834 Step Size: 45381.10093 Smoothing Hyper-parameters: 0.191718 0.207402 0.043532 0.216903 0.211383 0.128411 0.117595 Expected Total MS Cnt: 9.52811 Backgound Scale: 1.00673. ITERATION NUMBER 610. Current Log-Posterior: 103184 Step Size: -29649.90447 Smoothing Hyper-parameters: 0.231763 0.149582 0.277016 0.038676 0.213670 0.108317 0.172560 Expected Total MS Cnt: 9.49412 Backgound Scale: 1.00776. ITERATION NUMBER 611. Current Log-Posterior: 86391.1 Step Size: -16792.97537 Smoothing Hyper-parameters: 0.238278 0.069257 0.321410 0.063928 0.188134 0.036110 0.232272 Expected Total MS Cnt: 6.07899 Backgound Scale: 1.00737. ITERATION NUMBER 612. Current Log-Posterior: 105456 Step Size: 19065.12528 Smoothing Hyper-parameters: 0.080635 0.147109 0.106502 0.113384 0.188531 0.092728 0.091676 Expected Total MS Cnt: 6.34897 Backgound Scale: 1.01842. ITERATION NUMBER 613. Current Log-Posterior: 184305 Step Size: 78848.63799 Smoothing Hyper-parameters: 0.103916 0.091672 0.262682 0.100553 0.188275 0.042305 0.331462 Expected Total MS Cnt: 5.56542 Backgound Scale: 1.01942. ITERATION NUMBER 614. Current Log-Posterior: 157457 Step Size: -26847.85704 Smoothing Hyper-parameters: 0.119231 0.143289 0.054009 0.019074 0.229613 0.147807 0.086272 Expected Total MS Cnt: 7.27533 Backgound Scale: 1.01087. ITERATION NUMBER 615. Current Log-Posterior: 152068 Step Size: -5389.096738 Smoothing Hyper-parameters: 0.137234 0.179969 0.213214 0.132055 0.086643 0.183673 0.136603 Expected Total MS Cnt: 4.50906 Backgound Scale: 0.991183. ITERATION NUMBER 616. Current Log-Posterior: 115526 Step Size: -36541.50828 Smoothing Hyper-parameters: 0.184609 0.224523 0.133130 0.200107 0.166346 0.153741 0.276939 Expected Total MS Cnt: 4.86473 Backgound Scale: 1.01913. ITERATION NUMBER 617. Current Log-Posterior: 92597.2 Step Size: -22929.16871 Smoothing Hyper-parameters: 0.029813 0.091243 0.152603 0.105322 0.092251 0.187448 0.092149 Expected Total MS Cnt: 0.744966 Backgound Scale: 1.01285. ITERATION NUMBER 618. Current Log-Posterior: 447037 Step Size: 354439.863 Smoothing Hyper-parameters: 0.162386 0.109725 0.212390 0.212547 0.126841 0.118205 0.316382 Expected Total MS Cnt: 0.39033 Backgound Scale: 1.01617. ITERATION NUMBER 619. Current Log-Posterior: 113229 Step Size: -333807.5862 Smoothing Hyper-parameters: 0.162386 0.128211 0.131427 0.261326 0.168096 0.223548 0.263261 Expected Total MS Cnt: 0.76575 Backgound Scale: 0.999593. ITERATION NUMBER 620. Current Log-Posterior: 110104 Step Size: -3125.274315 Smoothing Hyper-parameters: 0.033584 0.088199 0.344448 0.333126 0.213321 0.099558 0.162331 Expected Total MS Cnt: 0.173841 Backgound Scale: 1.00991. ITERATION NUMBER 621. Current Log-Posterior: 403638 Step Size: 293533.7414 Smoothing Hyper-parameters: 0.061754 0.194181 0.214962 0.166428 0.057713 0.107681 0.110842 Expected Total MS Cnt: 0.084251 Backgound Scale: 1.00358. ITERATION NUMBER 622. Current Log-Posterior: 222139 Step Size: -181498.8494 Smoothing Hyper-parameters: 0.143494 0.130940 0.067538 0.113045 0.172276 0.046106 0.180374 Expected Total MS Cnt: 0.679255 Backgound Scale: 1.00429. ITERATION NUMBER 623. Current Log-Posterior: 125365 Step Size: -96774.27615 Smoothing Hyper-parameters: 0.154897 0.242111 0.209577 0.028354 0.255368 0.221595 0.208342 Expected Total MS Cnt: 2.03021 Backgound Scale: 0.992213. ITERATION NUMBER 624. Current Log-Posterior: 105472 Step Size: -19892.53553 Smoothing Hyper-parameters: 0.145372 0.147053 0.107258 0.256718 0.179057 0.061996 0.245641 Expected Total MS Cnt: 2.20004 Backgound Scale: 0.991011. ITERATION NUMBER 625. Current Log-Posterior: 117323 Step Size: 11850.59937 Smoothing Hyper-parameters: 0.252289 0.122099 0.192167 0.045461 0.264801 0.099805 0.095409 Expected Total MS Cnt: 1.54547 Backgound Scale: 1.01043. ITERATION NUMBER 626. Current Log-Posterior: 86044.8 Step Size: -31278.12233 Smoothing Hyper-parameters: 0.176609 0.222282 0.220963 0.135363 0.159229 0.267974 0.247965 Expected Total MS Cnt: 8.2653 Backgound Scale: 1.00136. ITERATION NUMBER 627. Current Log-Posterior: 91687.2 Step Size: 5642.438712 Smoothing Hyper-parameters: 0.054771 0.253427 0.142052 0.278806 0.093757 0.271590 0.103902 Expected Total MS Cnt: 2.22174 Backgound Scale: 0.998104. ITERATION NUMBER 628. Current Log-Posterior: 242122 Step Size: 150434.632 Smoothing Hyper-parameters: 0.236187 0.216963 0.060690 0.080351 0.100617 0.098754 0.127402 Expected Total MS Cnt: 2.80344 Backgound Scale: 1.00647. ITERATION NUMBER 629. Current Log-Posterior: 87883 Step Size: -154238.8244 Smoothing Hyper-parameters: 0.008468 0.178094 0.266369 0.076106 0.323114 0.132874 0.167895 Expected Total MS Cnt: 0.481661 Backgound Scale: 0.991627. ITERATION NUMBER 630. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.208127 0.240321 0.149579 0.103438 0.300488 0.159191 0.096944 Expected Total MS Cnt: 1.04542 Backgound Scale: 0.995459. ITERATION NUMBER 631. Current Log-Posterior: 83287.7 Step Size: -inf Smoothing Hyper-parameters: 0.156108 0.268068 0.079180 0.055436 0.167199 0.185989 0.179455 Expected Total MS Cnt: 1.98087 Backgound Scale: 0.998152. ITERATION NUMBER 632. Current Log-Posterior: 107166 Step Size: 23878.04171 Smoothing Hyper-parameters: 0.163960 0.161495 0.408705 0.187344 0.173935 0.218502 0.247632 Expected Total MS Cnt: 0.560553 Backgound Scale: 0.990589. ITERATION NUMBER 633. Current Log-Posterior: 100974 Step Size: -6191.679495 Smoothing Hyper-parameters: 0.171606 0.193832 0.171426 0.159457 0.282276 0.171244 0.277376 Expected Total MS Cnt: 0.222859 Backgound Scale: 0.996548. ITERATION NUMBER 634. Current Log-Posterior: 97090.7 Step Size: -3883.375805 Smoothing Hyper-parameters: 0.227921 0.164486 0.152123 0.196434 0.285489 0.179016 0.168648 Expected Total MS Cnt: 0.626932 Backgound Scale: 1.00093. ITERATION NUMBER 635. Current Log-Posterior: 84073.7 Step Size: -13017.04191 Smoothing Hyper-parameters: 0.150896 0.013299 0.081173 0.220226 0.109486 0.114160 0.303902 Expected Total MS Cnt: 0.436175 Backgound Scale: 1.01884. ITERATION NUMBER 636. Current Log-Posterior: 326585 Step Size: 242511.5637 Smoothing Hyper-parameters: 0.200471 0.232843 0.092815 0.254680 0.151913 0.106956 0.090633 Expected Total MS Cnt: 3.68409 Backgound Scale: 1.00826. ITERATION NUMBER 637. Current Log-Posterior: 88430.1 Step Size: -238155.1628 Smoothing Hyper-parameters: 0.175132 0.172694 0.178316 0.325404 0.124456 0.032769 0.179915 Expected Total MS Cnt: 3.69949 Backgound Scale: 1.01166. ITERATION NUMBER 638. Current Log-Posterior: 99179.2 Step Size: 10749.13008 Smoothing Hyper-parameters: 0.189959 0.238154 0.211207 0.268757 0.103424 0.222603 0.151949 Expected Total MS Cnt: 6.73257 Backgound Scale: 1.00075. ITERATION NUMBER 639. Current Log-Posterior: 87561.7 Step Size: -11617.54781 Smoothing Hyper-parameters: 0.182109 0.044361 0.157990 0.152434 0.221047 0.129164 0.053447 Expected Total MS Cnt: 7.2172 Backgound Scale: 1.00881. ITERATION NUMBER 640. Current Log-Posterior: 143462 Step Size: 55900.03352 Smoothing Hyper-parameters: 0.213208 0.203069 0.157990 0.169209 0.209499 0.267199 0.093595 Expected Total MS Cnt: 6.76416 Backgound Scale: 1.00887. ITERATION NUMBER 641. Current Log-Posterior: 83727.8 Step Size: -59733.89348 Smoothing Hyper-parameters: 0.231252 0.229269 0.163572 0.136415 0.164621 0.044702 0.259016 Expected Total MS Cnt: 1.75785 Backgound Scale: 1.00578. ITERATION NUMBER 642. Current Log-Posterior: 77746.5 Step Size: -5981.326805 Smoothing Hyper-parameters: 0.053673 0.060348 0.200053 0.110922 0.313888 0.135117 0.150446 Expected Total MS Cnt: 4.11223 Backgound Scale: 1.00044. ITERATION NUMBER 643. Current Log-Posterior: 284584 Step Size: 206837.9997 Smoothing Hyper-parameters: 0.127827 0.254989 0.262694 0.159886 0.097615 0.147090 0.256076 Expected Total MS Cnt: 9.82976 Backgound Scale: 1.01406. ITERATION NUMBER 644. Current Log-Posterior: 115816 Step Size: -168768.0826 Smoothing Hyper-parameters: 0.095642 0.152006 0.199986 0.059549 0.194745 0.034893 0.083042 Expected Total MS Cnt: 5.10804 Backgound Scale: 1.00462. ITERATION NUMBER 645. Current Log-Posterior: 158404 Step Size: 42588.08331 Smoothing Hyper-parameters: 0.198708 0.215011 0.228787 0.200847 0.227692 0.029078 0.251633 Expected Total MS Cnt: 2.61767 Backgound Scale: 1.00078. ITERATION NUMBER 646. Current Log-Posterior: 85798.8 Step Size: -72605.64097 Smoothing Hyper-parameters: 0.151537 0.207547 0.133671 0.290138 0.162028 0.229281 0.289862 Expected Total MS Cnt: 10.0411 Backgound Scale: 0.991757. ITERATION NUMBER 647. Current Log-Posterior: 106536 Step Size: 20737.39093 Smoothing Hyper-parameters: 0.221970 0.214104 0.162991 0.218771 0.174417 0.262343 0.208960 Expected Total MS Cnt: 4.8028 Backgound Scale: 1.00937. ITERATION NUMBER 648. Current Log-Posterior: 80010.9 Step Size: -26525.2841 Smoothing Hyper-parameters: 0.147984 0.059992 0.162649 0.269158 0.200419 0.171596 0.199398 Expected Total MS Cnt: 1.84986 Backgound Scale: 1.00328. ITERATION NUMBER 649. Current Log-Posterior: 141725 Step Size: 61713.64399 Smoothing Hyper-parameters: 0.163880 0.128581 0.185065 0.095641 0.205537 0.105514 0.336203 Expected Total MS Cnt: 3.6372 Backgound Scale: 0.989872. ITERATION NUMBER 650. Current Log-Posterior: 108575 Step Size: -33149.34413 Smoothing Hyper-parameters: 0.101153 0.208173 0.160294 0.256778 0.255213 0.192367 0.236001 Expected Total MS Cnt: 4.57498 Backgound Scale: 0.990918. ITERATION NUMBER 651. Current Log-Posterior: 144857 Step Size: 36281.39356 Smoothing Hyper-parameters: 0.267093 0.218487 0.199575 0.214557 0.118558 0.150986 0.061632 Expected Total MS Cnt: 6.30914 Backgound Scale: 1.01379. ITERATION NUMBER 652. Current Log-Posterior: 70253.6 Step Size: -74603.06368 Smoothing Hyper-parameters: 0.206570 0.104042 0.226867 0.156968 0.148130 0.284417 0.025986 Expected Total MS Cnt: 6.99492 Backgound Scale: 0.993719. ITERATION NUMBER 653. Current Log-Posterior: 98294.3 Step Size: 28040.76562 Smoothing Hyper-parameters: 0.217224 0.195008 0.021725 0.156332 0.217671 0.176504 0.239307 Expected Total MS Cnt: 12.7048 Backgound Scale: 1.0034. ITERATION NUMBER 654. Current Log-Posterior: 111833 Step Size: 13538.33072 Smoothing Hyper-parameters: 0.138652 0.134002 0.147552 0.134909 0.199954 0.129960 0.175492 Expected Total MS Cnt: 6.25142 Backgound Scale: 0.988539. ITERATION NUMBER 655. Current Log-Posterior: 121149 Step Size: 9316.021401 Smoothing Hyper-parameters: 0.157723 0.149878 0.226695 0.056212 0.111393 0.208792 0.363357 Expected Total MS Cnt: 8.27989 Backgound Scale: 1.01163. ITERATION NUMBER 656. Current Log-Posterior: 109171 Step Size: -11977.28268 Smoothing Hyper-parameters: 0.096216 0.311452 0.139355 0.112339 0.149489 0.243620 0.165914 Expected Total MS Cnt: 3.90661 Backgound Scale: 1.00946. ITERATION NUMBER 657. Current Log-Posterior: 149023 Step Size: 39851.43488 Smoothing Hyper-parameters: 0.049503 0.263355 0.107103 0.136896 0.197324 0.208427 0.070835 Expected Total MS Cnt: 4.73053 Backgound Scale: 1.00678. ITERATION NUMBER 658. Current Log-Posterior: 267872 Step Size: 118848.7473 Smoothing Hyper-parameters: 0.112880 0.318646 0.243640 0.315042 0.233374 0.121206 0.227429 Expected Total MS Cnt: 4.3659 Backgound Scale: 1.02064. ITERATION NUMBER 659. Current Log-Posterior: 126568 Step Size: -141303.9916 Smoothing Hyper-parameters: 0.250215 0.184410 0.028634 0.163147 0.168677 0.115742 0.247533 Expected Total MS Cnt: 1.28977 Backgound Scale: 1.00894. ITERATION NUMBER 660. Current Log-Posterior: 98723 Step Size: -27844.61613 Smoothing Hyper-parameters: 0.206814 0.145198 0.067706 0.075186 0.083376 0.130334 0.114308 Expected Total MS Cnt: 0.265689 Backgound Scale: 1.00108. ITERATION NUMBER 661. Current Log-Posterior: 98532.9 Step Size: -190.1230449 Smoothing Hyper-parameters: 0.265863 0.048270 0.126746 0.152156 0.097901 0.160854 0.067186 Expected Total MS Cnt: 1.48506 Backgound Scale: 0.99967. ITERATION NUMBER 662. Current Log-Posterior: 121331 Step Size: 22798.4467 Smoothing Hyper-parameters: 0.164145 0.087239 0.175425 0.057867 0.171157 0.202718 0.226882 Expected Total MS Cnt: 5.91814 Backgound Scale: 1.00061. ITERATION NUMBER 663. Current Log-Posterior: 120987 Step Size: -344.3826964 Smoothing Hyper-parameters: 0.190981 0.177820 0.176169 0.049195 0.171157 0.106207 0.086991 Expected Total MS Cnt: 2.63613 Backgound Scale: 0.989523. ITERATION NUMBER 664. Current Log-Posterior: 94309.5 Step Size: -26677.47499 Smoothing Hyper-parameters: 0.068943 0.152336 0.184469 0.073232 0.053266 0.048974 0.108576 Expected Total MS Cnt: 2.3763 Backgound Scale: 1.00245. ITERATION NUMBER 665. Current Log-Posterior: 205074 Step Size: 110764.7797 Smoothing Hyper-parameters: 0.311101 0.106280 0.058190 0.116895 0.317374 0.103795 0.273415 Expected Total MS Cnt: 2.01925 Backgound Scale: 1.00004. ITERATION NUMBER 666. Current Log-Posterior: 87313.9 Step Size: -117760.3792 Smoothing Hyper-parameters: 0.107161 0.303690 0.218110 0.068813 0.132750 0.268069 0.280289 Expected Total MS Cnt: 0.499764 Backgound Scale: 0.992537. ITERATION NUMBER 667. Current Log-Posterior: 134284 Step Size: 46970.5815 Smoothing Hyper-parameters: 0.097610 0.122740 0.170160 0.156542 0.175305 0.191123 0.221392 Expected Total MS Cnt: 1.05974 Backgound Scale: 1.01406. ITERATION NUMBER 668. Current Log-Posterior: 157502 Step Size: 23217.80595 Smoothing Hyper-parameters: 0.139005 0.325910 0.152199 0.104754 0.078603 0.161124 0.209908 Expected Total MS Cnt: 0.100641 Backgound Scale: 0.986082. ITERATION NUMBER 669. Current Log-Posterior: 109962 Step Size: -47540.05583 Smoothing Hyper-parameters: 0.127573 0.155242 0.341506 0.243202 0.125899 0.195949 0.213747 Expected Total MS Cnt: 0.275039 Backgound Scale: 1.0002. ITERATION NUMBER 670. Current Log-Posterior: 121501 Step Size: 11538.54252 Smoothing Hyper-parameters: 0.262286 0.134812 0.283481 0.299804 0.106133 0.161111 0.147207 Expected Total MS Cnt: 0.703105 Backgound Scale: 1.00637. ITERATION NUMBER 671. Current Log-Posterior: 77992.4 Step Size: -43508.34185 Smoothing Hyper-parameters: 0.247418 0.239702 0.114232 0.323007 0.239342 0.136668 0.026707 Expected Total MS Cnt: 0.474578 Backgound Scale: 0.995945. ITERATION NUMBER 672. Current Log-Posterior: 74992.9 Step Size: -2999.493676 Smoothing Hyper-parameters: 0.196274 0.142066 0.201793 0.151469 0.149577 0.041363 0.233501 Expected Total MS Cnt: 0.0503608 Backgound Scale: 0.993346. ITERATION NUMBER 673. Current Log-Posterior: 94247.3 Step Size: 19254.41073 Smoothing Hyper-parameters: 0.175367 0.272189 0.135396 0.239426 0.010164 0.299575 0.093007 Expected Total MS Cnt: 1.79619 Backgound Scale: 1.00313. ITERATION NUMBER 674. Current Log-Posterior: 96610.4 Step Size: 2363.075913 Smoothing Hyper-parameters: 0.263084 0.119029 0.066224 0.112417 0.107675 0.194099 0.179053 Expected Total MS Cnt: 0.64634 Backgound Scale: 1.01788. ITERATION NUMBER 675. Current Log-Posterior: 90697.3 Step Size: -5913.062883 Smoothing Hyper-parameters: 0.153173 0.073971 0.199848 0.110379 0.096304 0.281114 0.172120 Expected Total MS Cnt: 1.00099 Backgound Scale: 1.02455. ITERATION NUMBER 676. Current Log-Posterior: 129231 Step Size: 38533.28405 Smoothing Hyper-parameters: 0.215261 0.153400 0.043641 0.292135 0.171600 0.193630 0.230164 Expected Total MS Cnt: 0.591611 Backgound Scale: 0.980076. ITERATION NUMBER 677. Current Log-Posterior: 99323.4 Step Size: -29907.15661 Smoothing Hyper-parameters: 0.065612 0.157435 0.194754 0.210610 0.292489 0.170461 0.230266 Expected Total MS Cnt: 0.968149 Backgound Scale: 0.996085. ITERATION NUMBER 678. Current Log-Posterior: 210885 Step Size: 111561.2564 Smoothing Hyper-parameters: 0.258924 0.281257 0.156351 0.230430 0.166587 0.231650 0.114809 Expected Total MS Cnt: 1.01293 Backgound Scale: 0.9965. ITERATION NUMBER 679. Current Log-Posterior: 69516.8 Step Size: -141367.9317 Smoothing Hyper-parameters: 0.083417 0.296657 0.125659 0.140738 0.230604 0.212256 0.211254 Expected Total MS Cnt: 2.5527 Backgound Scale: 0.991857. ITERATION NUMBER 680. Current Log-Posterior: 167182 Step Size: 97665.34031 Smoothing Hyper-parameters: 0.108272 0.114825 0.253862 0.198172 0.162639 0.065669 0.116534 Expected Total MS Cnt: 2.96055 Backgound Scale: 1.01511. ITERATION NUMBER 681. Current Log-Posterior: 147895 Step Size: -19286.64928 Smoothing Hyper-parameters: 0.206709 0.140016 0.130282 0.226934 0.235663 0.110945 0.248798 Expected Total MS Cnt: 3.08426 Backgound Scale: 1.01327. ITERATION NUMBER 682. Current Log-Posterior: 93070 Step Size: -54825.42273 Smoothing Hyper-parameters: 0.204949 0.250150 0.220911 0.117507 0.198303 0.166760 0.101875 Expected Total MS Cnt: 3.39326 Backgound Scale: 1.01206. ITERATION NUMBER 683. Current Log-Posterior: 81957.8 Step Size: -11112.19459 Smoothing Hyper-parameters: 0.119946 0.243523 0.059071 0.248985 0.154781 0.192828 0.182742 Expected Total MS Cnt: 3.53875 Backgound Scale: 0.996962. ITERATION NUMBER 684. Current Log-Posterior: 130793 Step Size: 48835.1119 Smoothing Hyper-parameters: 0.189075 0.244087 0.106820 0.279236 0.155816 0.217846 0.110261 Expected Total MS Cnt: 0.935171 Backgound Scale: 1.00367. ITERATION NUMBER 685. Current Log-Posterior: 90371.1 Step Size: -40421.84815 Smoothing Hyper-parameters: 0.217062 0.090533 0.248981 0.193756 0.085838 0.238370 0.171332 Expected Total MS Cnt: 1.99672 Backgound Scale: 1.00641. ITERATION NUMBER 686. Current Log-Posterior: 99175 Step Size: 8803.906715 Smoothing Hyper-parameters: 0.031546 0.185859 0.137160 0.096989 0.277977 0.163523 0.198501 Expected Total MS Cnt: 4.96505 Backgound Scale: 1.00049. ITERATION NUMBER 687. Current Log-Posterior: 414499 Step Size: 315323.536 Smoothing Hyper-parameters: 0.097427 0.176878 0.231919 0.297022 0.370189 0.165243 0.073462 Expected Total MS Cnt: 1.94072 Backgound Scale: 0.978847. ITERATION NUMBER 688. Current Log-Posterior: 149552 Step Size: -264946.5783 Smoothing Hyper-parameters: 0.234032 0.213022 0.039766 0.195241 0.078164 0.245920 0.107037 Expected Total MS Cnt: 0.675173 Backgound Scale: 0.99296. ITERATION NUMBER 689. Current Log-Posterior: 91610 Step Size: -57942.01365 Smoothing Hyper-parameters: 0.162253 0.199994 0.107415 0.110332 0.054949 0.109787 0.120533 Expected Total MS Cnt: 1.79641 Backgound Scale: 1.01639. ITERATION NUMBER 690. Current Log-Posterior: 103909 Step Size: 12298.94352 Smoothing Hyper-parameters: 0.197349 0.084685 0.132962 0.121545 0.135503 0.170687 0.221064 Expected Total MS Cnt: 2.12342 Backgound Scale: 0.995647. ITERATION NUMBER 691. Current Log-Posterior: 110125 Step Size: 6216.555328 Smoothing Hyper-parameters: 0.253898 0.182195 0.115922 0.106911 0.219022 0.118410 0.162300 Expected Total MS Cnt: 1.57117 Backgound Scale: 0.994011. ITERATION NUMBER 692. Current Log-Posterior: 78662.4 Step Size: -31463.04018 Smoothing Hyper-parameters: 0.119836 0.099051 0.097838 0.235465 0.198249 0.059650 0.107036 Expected Total MS Cnt: 2.1658 Backgound Scale: 0.993417. ITERATION NUMBER 693. Current Log-Posterior: 145943 Step Size: 67280.89631 Smoothing Hyper-parameters: 0.127020 0.145573 0.092864 0.088110 0.245321 0.077779 0.294684 Expected Total MS Cnt: 2.04911 Backgound Scale: 1.01544. ITERATION NUMBER 694. Current Log-Posterior: 131252 Step Size: -14690.95483 Smoothing Hyper-parameters: 0.080687 0.194004 0.384890 0.331613 0.124990 0.152657 0.195708 Expected Total MS Cnt: 0.387746 Backgound Scale: 1.00472. ITERATION NUMBER 695. Current Log-Posterior: 173168 Step Size: 41915.77037 Smoothing Hyper-parameters: 0.243000 0.080000 0.287606 0.092975 0.381872 0.075663 0.085722 Expected Total MS Cnt: 0.501277 Backgound Scale: 1.00493. ITERATION NUMBER 696. Current Log-Posterior: 97886 Step Size: -75282.12918 Smoothing Hyper-parameters: 0.082399 0.201256 0.177635 0.125369 0.028129 0.209372 0.054299 Expected Total MS Cnt: 2.12052 Backgound Scale: 0.999076. ITERATION NUMBER 697. Current Log-Posterior: 171620 Step Size: 73733.60424 Smoothing Hyper-parameters: 0.074404 0.101064 0.202014 0.067808 0.141848 0.114259 0.183382 Expected Total MS Cnt: 6.53439 Backgound Scale: 0.999802. ITERATION NUMBER 698. Current Log-Posterior: 203782 Step Size: 32162.0168 Smoothing Hyper-parameters: 0.193971 0.204469 0.224256 0.172345 0.180600 0.068010 0.332992 Expected Total MS Cnt: 2.81486 Backgound Scale: 0.989902. ITERATION NUMBER 699. Current Log-Posterior: 87284.2 Step Size: -116497.4375 Smoothing Hyper-parameters: 0.135618 0.146258 0.063044 0.226350 0.155157 0.170858 0.239761 Expected Total MS Cnt: 5.74769 Backgound Scale: 1.00812. ITERATION NUMBER 700. Current Log-Posterior: 127830 Step Size: 40546.11007 Smoothing Hyper-parameters: 0.189721 0.136686 0.090148 0.214597 0.286581 0.275205 0.220414 Expected Total MS Cnt: 4.3294 Backgound Scale: 1.0075. ITERATION NUMBER 701. Current Log-Posterior: 102264 Step Size: -25566.16541 Smoothing Hyper-parameters: 0.088114 0.116893 0.118928 0.117800 0.211140 0.217117 0.196366 Expected Total MS Cnt: 0.0811464 Backgound Scale: 1.00252. ITERATION NUMBER 702. Current Log-Posterior: 177324 Step Size: 75059.49525 Smoothing Hyper-parameters: 0.130456 0.150841 0.170787 0.198215 0.239136 0.247909 0.068734 Expected Total MS Cnt: 1.95563 Backgound Scale: 0.991068. ITERATION NUMBER 703. Current Log-Posterior: 122969 Step Size: -54354.40648 Smoothing Hyper-parameters: 0.103552 0.063838 0.158599 0.174727 0.107143 0.134361 0.280494 Expected Total MS Cnt: 1.3138 Backgound Scale: 1.00744. ITERATION NUMBER 704. Current Log-Posterior: 174934 Step Size: 51965.02376 Smoothing Hyper-parameters: 0.094306 0.141367 0.153111 0.090240 0.068472 0.074243 0.103056 Expected Total MS Cnt: 0.127925 Backgound Scale: 1.00106. ITERATION NUMBER 705. Current Log-Posterior: 163395 Step Size: -11539.07234 Smoothing Hyper-parameters: 0.048532 0.250885 0.244917 0.098973 0.265363 0.233334 0.167581 Expected Total MS Cnt: 0.829546 Backgound Scale: 1.00634. ITERATION NUMBER 706. Current Log-Posterior: 267654 Step Size: 104258.3555 Smoothing Hyper-parameters: 0.146667 0.149547 0.121583 0.227305 0.113218 0.257091 0.202627 Expected Total MS Cnt: 2.48685 Backgound Scale: 1.00859. ITERATION NUMBER 707. Current Log-Posterior: 115588 Step Size: -152065.4119 Smoothing Hyper-parameters: 0.181584 0.050315 0.131293 0.185270 0.112884 0.298517 0.142676 Expected Total MS Cnt: 2.32199 Backgound Scale: 0.993087. ITERATION NUMBER 708. Current Log-Posterior: 141343 Step Size: 25754.51318 Smoothing Hyper-parameters: 0.287057 0.112063 0.212401 0.288868 0.141219 0.172522 0.079713 Expected Total MS Cnt: 2.65776 Backgound Scale: 0.996658. ITERATION NUMBER 709. Current Log-Posterior: 79072.2 Step Size: -62270.38123 Smoothing Hyper-parameters: 0.165845 0.111277 0.239357 0.189481 0.254728 0.207549 0.068804 Expected Total MS Cnt: 2.34997 Backgound Scale: 1.00407. ITERATION NUMBER 710. Current Log-Posterior: 109694 Step Size: 30621.98566 Smoothing Hyper-parameters: 0.074113 0.164853 0.099391 0.326800 0.070573 0.088090 0.229961 Expected Total MS Cnt: 8.75375 Backgound Scale: 0.989667. ITERATION NUMBER 711. Current Log-Posterior: 194623 Step Size: 84928.92777 Smoothing Hyper-parameters: 0.090836 0.170930 0.196798 0.185529 0.104214 0.119888 0.053740 Expected Total MS Cnt: 6.72776 Backgound Scale: 0.998446. ITERATION NUMBER 712. Current Log-Posterior: 160887 Step Size: -33736.44627 Smoothing Hyper-parameters: 0.189282 0.106865 0.109095 0.055100 0.137080 0.114495 0.118520 Expected Total MS Cnt: 6.15392 Backgound Scale: 1.01396. ITERATION NUMBER 713. Current Log-Posterior: 108767 Step Size: -52119.59611 Smoothing Hyper-parameters: 0.220662 0.252455 0.237874 0.192368 0.033761 0.217520 0.100559 Expected Total MS Cnt: 7.73381 Backgound Scale: 1.00029. ITERATION NUMBER 714. Current Log-Posterior: 77906.5 Step Size: -30860.60768 Smoothing Hyper-parameters: 0.171287 0.246918 0.168497 0.154488 0.133037 0.122407 0.193127 Expected Total MS Cnt: 6.29088 Backgound Scale: 1.00571. ITERATION NUMBER 715. Current Log-Posterior: 94304.8 Step Size: 16398.33034 Smoothing Hyper-parameters: 0.170353 0.092970 0.291545 0.216551 0.161843 0.253461 0.209494 Expected Total MS Cnt: 8.17626 Backgound Scale: 1.0086. ITERATION NUMBER 716. Current Log-Posterior: 111303 Step Size: 16997.8974 Smoothing Hyper-parameters: 0.314432 0.172450 0.177792 0.187645 0.143782 0.089852 0.076323 Expected Total MS Cnt: 6.72008 Backgound Scale: 1.01073. ITERATION NUMBER 717. Current Log-Posterior: 68047.6 Step Size: -43255.17387 Smoothing Hyper-parameters: 0.104681 0.108194 0.116843 0.208345 0.136742 0.128101 0.201858 Expected Total MS Cnt: 0.998317 Backgound Scale: 1.00004. ITERATION NUMBER 718. Current Log-Posterior: 153911 Step Size: 85863.36277 Smoothing Hyper-parameters: 0.178718 0.059331 0.185272 0.113449 0.069273 0.192271 0.154772 Expected Total MS Cnt: 1.16811 Backgound Scale: 1.01504. ITERATION NUMBER 719. Current Log-Posterior: 131887 Step Size: -22023.45899 Smoothing Hyper-parameters: 0.099179 0.129322 0.076470 0.187260 0.152008 0.061347 0.096497 Expected Total MS Cnt: 0.00852901 Backgound Scale: 1.00168. ITERATION NUMBER 720. Current Log-Posterior: 160329 Step Size: 28441.40211 Smoothing Hyper-parameters: 0.118707 0.253370 0.034017 0.231175 0.105588 0.189961 0.166659 Expected Total MS Cnt: 0.0872068 Backgound Scale: 0.996187. ITERATION NUMBER 721. Current Log-Posterior: 142698 Step Size: -17630.69988 Smoothing Hyper-parameters: 0.172192 0.220403 0.207765 0.258930 0.221820 0.099305 0.130185 Expected Total MS Cnt: 1.05591 Backgound Scale: 0.98933. ITERATION NUMBER 722. Current Log-Posterior: 94020 Step Size: -48678.16467 Smoothing Hyper-parameters: 0.003864 0.149488 0.237071 0.151386 0.300727 0.046556 0.175913 Expected Total MS Cnt: 0.354226 Backgound Scale: 1.00698. ITERATION NUMBER 723. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.167352 0.230812 0.246210 0.088020 0.247214 0.278789 0.343546 Expected Total MS Cnt: 0.196803 Backgound Scale: 1.00276. ITERATION NUMBER 724. Current Log-Posterior: 95519.6 Step Size: -inf Smoothing Hyper-parameters: 0.241408 0.134956 0.126050 0.101006 0.112732 0.157035 0.132497 Expected Total MS Cnt: 1.67314 Backgound Scale: 1.00312. ITERATION NUMBER 725. Current Log-Posterior: 87116.3 Step Size: -8403.282748 Smoothing Hyper-parameters: 0.257268 0.108447 0.150561 0.230423 0.102837 0.057361 0.133894 Expected Total MS Cnt: 0.189032 Backgound Scale: 1.01366. ITERATION NUMBER 726. Current Log-Posterior: 87536 Step Size: 419.7038847 Smoothing Hyper-parameters: 0.098533 0.287200 0.239327 0.022987 0.138091 0.133329 0.088404 Expected Total MS Cnt: 0.0941169 Backgound Scale: 1.0234. ITERATION NUMBER 727. Current Log-Posterior: 150767 Step Size: 63230.93988 Smoothing Hyper-parameters: 0.171935 0.175426 0.138697 0.190437 0.080533 0.211095 0.014704 Expected Total MS Cnt: 0.395456 Backgound Scale: 1.01119. ITERATION NUMBER 728. Current Log-Posterior: 100845 Step Size: -49921.74859 Smoothing Hyper-parameters: 0.143388 0.184821 0.263104 0.242057 0.146792 0.230998 0.164252 Expected Total MS Cnt: 1.25088 Backgound Scale: 0.997347. ITERATION NUMBER 729. Current Log-Posterior: 109761 Step Size: 8915.928453 Smoothing Hyper-parameters: 0.178341 0.211958 0.145759 0.205961 0.100545 0.088596 0.274914 Expected Total MS Cnt: 5.27668 Backgound Scale: 1.00224. ITERATION NUMBER 730. Current Log-Posterior: 93761.5 Step Size: -15999.57283 Smoothing Hyper-parameters: 0.065169 0.204567 0.025514 0.210316 0.210044 0.227917 0.102208 Expected Total MS Cnt: 2.83312 Backgound Scale: 1.00917. ITERATION NUMBER 731. Current Log-Posterior: 237185 Step Size: 143423.8838 Smoothing Hyper-parameters: 0.094569 0.013999 0.227188 0.295418 0.276325 0.227917 0.079766 Expected Total MS Cnt: 1.31238 Backgound Scale: 1.02129. ITERATION NUMBER 732. Current Log-Posterior: 344930 Step Size: 107744.4297 Smoothing Hyper-parameters: 0.154521 0.217088 0.084885 0.139836 0.096429 0.215685 0.179889 Expected Total MS Cnt: 1.1624 Backgound Scale: 1.00667. ITERATION NUMBER 733. Current Log-Posterior: 108071 Step Size: -236859.2338 Smoothing Hyper-parameters: 0.029830 0.275861 0.139618 0.224788 0.038789 0.077423 0.179235 Expected Total MS Cnt: 2.10755 Backgound Scale: 0.995753. ITERATION NUMBER 734. Current Log-Posterior: 429242 Step Size: 321171.7256 Smoothing Hyper-parameters: 0.137051 0.286117 0.219782 0.098615 0.129421 0.079729 0.200905 Expected Total MS Cnt: 2.22031 Backgound Scale: 0.998347. ITERATION NUMBER 735. Current Log-Posterior: 110259 Step Size: -318983.7541 Smoothing Hyper-parameters: 0.124008 0.248615 0.189829 0.093629 0.089970 0.257714 0.213336 Expected Total MS Cnt: 1.86244 Backgound Scale: 0.999964. ITERATION NUMBER 736. Current Log-Posterior: 120162 Step Size: 9903.858255 Smoothing Hyper-parameters: 0.218312 0.161415 0.225683 0.190055 0.112928 0.087321 0.165512 Expected Total MS Cnt: 1.83586 Backgound Scale: 1.00645. ITERATION NUMBER 737. Current Log-Posterior: 84552.3 Step Size: -35610.1182 Smoothing Hyper-parameters: 0.124903 0.120671 0.236722 0.077857 0.047242 0.172170 0.160119 Expected Total MS Cnt: 0.591775 Backgound Scale: 0.994594. ITERATION NUMBER 738. Current Log-Posterior: 133608 Step Size: 49055.74307 Smoothing Hyper-parameters: 0.058707 0.188870 0.068823 0.100827 0.080469 0.238535 0.112167 Expected Total MS Cnt: 0.919626 Backgound Scale: 1.00418. ITERATION NUMBER 739. Current Log-Posterior: 239797 Step Size: 106188.5185 Smoothing Hyper-parameters: 0.204942 0.140700 0.127813 0.126096 0.215032 0.263465 0.109841 Expected Total MS Cnt: 4.44373 Backgound Scale: 1.00134. ITERATION NUMBER 740. Current Log-Posterior: 93394.7 Step Size: -146401.9291 Smoothing Hyper-parameters: 0.022002 0.259626 0.190572 0.179677 0.129147 0.253851 0.063020 Expected Total MS Cnt: 0.508657 Backgound Scale: 1.00355. ITERATION NUMBER 741. Current Log-Posterior: 574443 Step Size: 481048.3261 Smoothing Hyper-parameters: 0.223918 0.145367 0.157488 0.219994 0.255488 0.054847 0.100829 Expected Total MS Cnt: 1.38165 Backgound Scale: 0.998794. ITERATION NUMBER 742. Current Log-Posterior: 85609.5 Step Size: -488833.5073 Smoothing Hyper-parameters: 0.148615 0.170198 0.228909 0.211878 0.151637 0.128647 0.180300 Expected Total MS Cnt: 1.07652 Backgound Scale: 1.00661. ITERATION NUMBER 743. Current Log-Posterior: 109883 Step Size: 24273.17331 Smoothing Hyper-parameters: 0.156112 0.320235 0.137930 0.038657 0.209675 0.013141 0.257764 Expected Total MS Cnt: 1.91765 Backgound Scale: 1.00565. ITERATION NUMBER 744. Current Log-Posterior: 104274 Step Size: -5608.989618 Smoothing Hyper-parameters: 0.177054 0.097116 0.079381 0.137805 0.120801 0.245276 0.024223 Expected Total MS Cnt: 0.702268 Backgound Scale: 1.00529. ITERATION NUMBER 745. Current Log-Posterior: 115993 Step Size: 11719.05971 Smoothing Hyper-parameters: 0.159779 0.285425 0.049824 0.182222 0.225758 0.089931 0.289400 Expected Total MS Cnt: 0.037998 Backgound Scale: 1.00269. ITERATION NUMBER 746. Current Log-Posterior: 108957 Step Size: -7035.766371 Smoothing Hyper-parameters: 0.030422 0.091434 0.157725 0.086080 0.128135 0.156793 0.215452 Expected Total MS Cnt: 2.44852 Backgound Scale: 1.00264. ITERATION NUMBER 747. Current Log-Posterior: 438020 Step Size: 329063.4165 Smoothing Hyper-parameters: 0.195888 0.196276 0.159329 0.086636 0.217098 0.149792 0.086008 Expected Total MS Cnt: 0.111158 Backgound Scale: 1.00594. ITERATION NUMBER 748. Current Log-Posterior: 90740 Step Size: -347280.3919 Smoothing Hyper-parameters: 0.248280 0.156520 0.165015 0.106763 0.162325 0.172463 0.162795 Expected Total MS Cnt: 0.614477 Backgound Scale: 1.01376. ITERATION NUMBER 749. Current Log-Posterior: 80764 Step Size: -9976.024839 Smoothing Hyper-parameters: 0.183477 0.140755 0.131122 0.111979 0.103679 0.147389 0.173410 Expected Total MS Cnt: 0.918705 Backgound Scale: 1.01758. ITERATION NUMBER 750. Current Log-Posterior: 100297 Step Size: 19532.63717 Smoothing Hyper-parameters: 0.215921 0.066527 0.132894 0.089942 0.115443 0.179381 0.139297 Expected Total MS Cnt: 1.70684 Backgound Scale: 1.00045. ITERATION NUMBER 751. Current Log-Posterior: 115164 Step Size: 14867.8624 Smoothing Hyper-parameters: 0.300901 0.200494 0.081890 0.280383 0.285617 0.265614 0.101935 Expected Total MS Cnt: 1.51309 Backgound Scale: 1.00954. ITERATION NUMBER 752. Current Log-Posterior: 71833.3 Step Size: -43331.15023 Smoothing Hyper-parameters: 0.157156 0.113232 0.074461 0.254322 0.170466 0.212160 0.159801 Expected Total MS Cnt: 2.19778 Backgound Scale: 1.00527. ITERATION NUMBER 753. Current Log-Posterior: 120386 Step Size: 48552.25981 Smoothing Hyper-parameters: 0.092538 0.073721 0.123364 0.212641 0.153949 0.134946 0.176907 Expected Total MS Cnt: 1.4167 Backgound Scale: 1.01316. ITERATION NUMBER 754. Current Log-Posterior: 183059 Step Size: 62673.69785 Smoothing Hyper-parameters: 0.239697 0.186095 0.150139 0.186497 0.118932 0.203652 0.215646 Expected Total MS Cnt: 2.36524 Backgound Scale: 0.987942. ITERATION NUMBER 755. Current Log-Posterior: 79314.6 Step Size: -103744.649 Smoothing Hyper-parameters: 0.252924 0.090521 0.195285 0.052670 0.180460 0.130616 0.079723 Expected Total MS Cnt: 0.406985 Backgound Scale: 1.01176. ITERATION NUMBER 756. Current Log-Posterior: 95016.2 Step Size: 15701.57804 Smoothing Hyper-parameters: 0.200972 0.225387 0.185112 0.099208 0.168310 0.098568 0.050878 Expected Total MS Cnt: 0.195621 Backgound Scale: 0.993353. ITERATION NUMBER 757. Current Log-Posterior: 85433.4 Step Size: -9582.808743 Smoothing Hyper-parameters: 0.211733 0.030868 0.117523 0.141534 0.283230 0.125869 0.117018 Expected Total MS Cnt: 2.14185 Backgound Scale: 0.991878. ITERATION NUMBER 758. Current Log-Posterior: 168804 Step Size: 83370.71919 Smoothing Hyper-parameters: 0.105936 0.284733 0.091651 0.036378 0.207626 0.008618 0.177133 Expected Total MS Cnt: 0.67682 Backgound Scale: 0.990923. ITERATION NUMBER 759. Current Log-Posterior: 147181 Step Size: -21622.84362 Smoothing Hyper-parameters: 0.247514 0.196121 0.206644 0.120145 0.143162 0.310756 0.121022 Expected Total MS Cnt: 1.82062 Backgound Scale: 0.991313. ITERATION NUMBER 760. Current Log-Posterior: 75197.6 Step Size: -71983.65382 Smoothing Hyper-parameters: 0.081989 0.192230 0.088458 0.025675 0.244704 0.097249 0.287334 Expected Total MS Cnt: 2.57232 Backgound Scale: 1.0001. ITERATION NUMBER 761. Current Log-Posterior: 183590 Step Size: 108392.6192 Smoothing Hyper-parameters: 0.246133 0.167626 0.100802 0.102214 0.162244 0.194785 0.249726 Expected Total MS Cnt: 0.596698 Backgound Scale: 1.0187. ITERATION NUMBER 762. Current Log-Posterior: 82719.8 Step Size: -100870.4205 Smoothing Hyper-parameters: 0.164931 0.217203 0.147285 0.251165 0.070299 0.188476 0.182671 Expected Total MS Cnt: 0.767462 Backgound Scale: 1.00286. ITERATION NUMBER 763. Current Log-Posterior: 99827.3 Step Size: 17107.46445 Smoothing Hyper-parameters: 0.063276 0.037983 0.063861 0.174705 0.031963 0.169145 0.105565 Expected Total MS Cnt: 5.26028 Backgound Scale: 1.00313. ITERATION NUMBER 764. Current Log-Posterior: 285859 Step Size: 186031.7255 Smoothing Hyper-parameters: 0.141591 0.051621 0.039660 0.164557 0.156164 0.218732 0.240932 Expected Total MS Cnt: 7.39255 Backgound Scale: 1.00738. ITERATION NUMBER 765. Current Log-Posterior: 170315 Step Size: -115543.7303 Smoothing Hyper-parameters: 0.154543 0.287490 0.147639 0.306896 0.177822 0.137348 0.248821 Expected Total MS Cnt: 0.27902 Backgound Scale: 1.00007. ITERATION NUMBER 766. Current Log-Posterior: 99663.2 Step Size: -70652.10458 Smoothing Hyper-parameters: 0.125669 0.151105 0.107568 0.123784 0.321927 0.091815 0.239173 Expected Total MS Cnt: 0.740507 Backgound Scale: 0.997621. ITERATION NUMBER 767. Current Log-Posterior: 129637 Step Size: 29973.95862 Smoothing Hyper-parameters: 0.166515 0.104494 0.150569 0.093827 0.178954 0.031626 0.269028 Expected Total MS Cnt: 1.18547 Backgound Scale: 1.01085. ITERATION NUMBER 768. Current Log-Posterior: 114207 Step Size: -15430.00969 Smoothing Hyper-parameters: 0.220527 0.146817 0.187909 0.255158 0.145951 0.233567 0.184090 Expected Total MS Cnt: 1.34296 Backgound Scale: 1.00258. ITERATION NUMBER 769. Current Log-Posterior: 85800.9 Step Size: -28406.19011 Smoothing Hyper-parameters: 0.209573 0.274071 0.139464 0.192901 0.178091 0.026643 0.124930 Expected Total MS Cnt: 0.367465 Backgound Scale: 1.00388. ITERATION NUMBER 770. Current Log-Posterior: 81941.3 Step Size: -3859.650805 Smoothing Hyper-parameters: 0.206003 0.169132 0.141087 0.296592 0.253926 0.079841 0.125677 Expected Total MS Cnt: 2.23326 Backgound Scale: 1.00158. ITERATION NUMBER 771. Current Log-Posterior: 88638.2 Step Size: 6696.904638 Smoothing Hyper-parameters: 0.156245 0.102397 0.097549 0.061106 0.264687 0.130756 0.056285 Expected Total MS Cnt: 3.56102 Backgound Scale: 1.0052. ITERATION NUMBER 772. Current Log-Posterior: 122378 Step Size: 33739.63217 Smoothing Hyper-parameters: 0.050352 0.078086 0.121988 0.309606 0.147215 0.102790 0.214779 Expected Total MS Cnt: 0.439663 Backgound Scale: 1.00306. ITERATION NUMBER 773. Current Log-Posterior: 294708 Step Size: 172330.6141 Smoothing Hyper-parameters: 0.146362 0.091591 0.145102 0.186749 0.099245 0.124602 0.149137 Expected Total MS Cnt: 0.477785 Backgound Scale: 1.00514. ITERATION NUMBER 774. Current Log-Posterior: 127308 Step Size: -167400.7877 Smoothing Hyper-parameters: 0.256302 0.111724 0.103686 0.165601 0.028425 0.217784 0.163093 Expected Total MS Cnt: 0.103185 Backgound Scale: 1.01183. ITERATION NUMBER 775. Current Log-Posterior: 90922.4 Step Size: -36385.2189 Smoothing Hyper-parameters: 0.149313 0.313766 0.239905 0.195762 0.230226 0.120184 0.366302 Expected Total MS Cnt: 0.294977 Backgound Scale: 1.00913. ITERATION NUMBER 776. Current Log-Posterior: 99808.3 Step Size: 8885.916124 Smoothing Hyper-parameters: 0.173305 0.182319 0.302188 0.087118 0.168774 0.214783 0.198072 Expected Total MS Cnt: 0.0480647 Backgound Scale: 0.996748. ITERATION NUMBER 777. Current Log-Posterior: 96802.3 Step Size: -3006.06669 Smoothing Hyper-parameters: 0.081238 0.183662 0.155104 0.086562 0.236384 0.255707 0.140172 Expected Total MS Cnt: 0.353195 Backgound Scale: 1.00034. ITERATION NUMBER 778. Current Log-Posterior: 175024 Step Size: 78221.70414 Smoothing Hyper-parameters: 0.052504 0.224894 0.135282 0.314438 0.053011 0.248211 0.061172 Expected Total MS Cnt: 0.204771 Backgound Scale: 1.00595. ITERATION NUMBER 779. Current Log-Posterior: 256586 Step Size: 81561.82872 Smoothing Hyper-parameters: 0.264721 0.119024 0.041570 0.133139 0.151528 0.210750 0.058717 Expected Total MS Cnt: 2.35633 Backgound Scale: 0.99997. ITERATION NUMBER 780. Current Log-Posterior: 96330.2 Step Size: -160255.6062 Smoothing Hyper-parameters: 0.185208 0.200568 0.279011 0.070231 0.053109 0.110790 0.256942 Expected Total MS Cnt: 1.7201 Backgound Scale: 1.02332. ITERATION NUMBER 781. Current Log-Posterior: 92525.7 Step Size: -3804.514428 Smoothing Hyper-parameters: 0.190730 0.300457 0.221776 0.152765 0.123704 0.152325 0.228506 Expected Total MS Cnt: 0.908934 Backgound Scale: 1.00598. ITERATION NUMBER 782. Current Log-Posterior: 84778 Step Size: -7747.655438 Smoothing Hyper-parameters: 0.182881 0.258466 0.154906 0.077193 0.190632 0.146185 0.066159 Expected Total MS Cnt: 2.3342 Backgound Scale: 0.997536. ITERATION NUMBER 783. Current Log-Posterior: 91419.8 Step Size: 6641.814622 Smoothing Hyper-parameters: 0.088086 0.236927 0.264427 0.228525 0.067198 0.315898 0.250043 Expected Total MS Cnt: 0.335808 Backgound Scale: 0.997484. ITERATION NUMBER 784. Current Log-Posterior: 158482 Step Size: 67062.33614 Smoothing Hyper-parameters: 0.171986 0.032710 0.205753 0.299620 0.138478 0.042421 0.231087 Expected Total MS Cnt: 0.0131664 Backgound Scale: 1.00257. ITERATION NUMBER 785. Current Log-Posterior: 172290 Step Size: 13807.54785 Smoothing Hyper-parameters: 0.101860 0.180743 0.253034 0.156686 0.081722 0.169258 0.057343 Expected Total MS Cnt: 3.05819 Backgound Scale: 0.993283. ITERATION NUMBER 786. Current Log-Posterior: 145071 Step Size: -27218.64681 Smoothing Hyper-parameters: 0.159476 0.188317 0.190290 0.191040 0.163525 0.017906 0.076363 Expected Total MS Cnt: 0.0751676 Backgound Scale: 1.01469. ITERATION NUMBER 787. Current Log-Posterior: 103110 Step Size: -41960.60144 Smoothing Hyper-parameters: 0.099316 0.152260 0.239821 0.051030 0.182158 0.093078 0.145459 Expected Total MS Cnt: 2.88096 Backgound Scale: 1.0094. ITERATION NUMBER 788. Current Log-Posterior: 152999 Step Size: 49888.21619 Smoothing Hyper-parameters: 0.149974 0.124084 0.166530 0.065104 0.223293 0.084222 0.255069 Expected Total MS Cnt: 2.36878 Backgound Scale: 1.00393. ITERATION NUMBER 789. Current Log-Posterior: 118789 Step Size: -34209.3215 Smoothing Hyper-parameters: 0.018354 0.156840 0.127676 0.125112 0.242167 0.220071 0.146633 Expected Total MS Cnt: 0.125057 Backgound Scale: 0.976479. ITERATION NUMBER 790. Current Log-Posterior: 700845 Step Size: 582055.6511 Smoothing Hyper-parameters: 0.164130 0.065301 0.055260 0.064640 0.142549 0.072346 0.061026 Expected Total MS Cnt: 1.87089 Backgound Scale: 1.00419. ITERATION NUMBER 791. Current Log-Posterior: 142236 Step Size: -558608.5679 Smoothing Hyper-parameters: 0.294765 0.108099 0.122830 0.126608 0.189461 0.080688 0.277567 Expected Total MS Cnt: 0.881607 Backgound Scale: 1.01253. ITERATION NUMBER 792. Current Log-Posterior: 82025.9 Step Size: -60210.53654 Smoothing Hyper-parameters: 0.091137 0.174885 0.248515 0.139387 0.024911 0.239682 0.128502 Expected Total MS Cnt: 1.77782 Backgound Scale: 0.98882. ITERATION NUMBER 793. Current Log-Posterior: 160658 Step Size: 78632.51466 Smoothing Hyper-parameters: 0.162380 0.345376 0.144095 0.115249 0.149684 0.178320 0.186889 Expected Total MS Cnt: 4.58122 Backgound Scale: 1.02727. ITERATION NUMBER 794. Current Log-Posterior: 95569.9 Step Size: -65088.5715 Smoothing Hyper-parameters: 0.159821 0.132663 0.287021 0.202991 0.139708 0.290440 0.174347 Expected Total MS Cnt: 8.55694 Backgound Scale: 0.980367. ITERATION NUMBER 795. Current Log-Posterior: 108105 Step Size: 12534.67938 Smoothing Hyper-parameters: 0.242538 0.334528 0.097570 0.199837 0.231243 0.186787 0.168367 Expected Total MS Cnt: 4.36665 Backgound Scale: 1.00855. ITERATION NUMBER 796. Current Log-Posterior: 73961.2 Step Size: -34143.36602 Smoothing Hyper-parameters: 0.237874 0.207210 0.156927 0.183668 0.107843 0.302650 0.195582 Expected Total MS Cnt: 3.4205 Backgound Scale: 0.999853. ITERATION NUMBER 797. Current Log-Posterior: 78600.3 Step Size: 4639.086083 Smoothing Hyper-parameters: 0.092951 0.066843 0.080238 0.137662 0.196683 0.121616 0.065546 Expected Total MS Cnt: 5.98878 Backgound Scale: 0.998451. ITERATION NUMBER 798. Current Log-Posterior: 193213 Step Size: 114612.2483 Smoothing Hyper-parameters: 0.150149 0.141878 0.040162 0.199861 0.149619 0.020225 0.241084 Expected Total MS Cnt: 1.77218 Backgound Scale: 1.00937. ITERATION NUMBER 799. Current Log-Posterior: 127339 Step Size: -65873.49615 Smoothing Hyper-parameters: 0.089460 0.049988 0.293486 0.210384 0.197259 0.119351 0.065688 Expected Total MS Cnt: 4.77158 Backgound Scale: 0.997545. ITERATION NUMBER 800. Current Log-Posterior: 202501 Step Size: 75161.63142 Smoothing Hyper-parameters: 0.007994 0.214404 0.191516 0.323155 0.251734 0.182355 0.089834 Expected Total MS Cnt: 4.67892 Backgound Scale: 1.00919. ITERATION NUMBER 801. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.123855 0.284973 0.248286 0.049124 0.153328 0.198630 0.259118 Expected Total MS Cnt: 4.29395 Backgound Scale: 1.00851. ITERATION NUMBER 802. Current Log-Posterior: 120164 Step Size: -inf Smoothing Hyper-parameters: 0.138624 0.125429 0.313951 0.241706 0.082650 0.108651 0.298501 Expected Total MS Cnt: 9.97213 Backgound Scale: 0.990305. ITERATION NUMBER 803. Current Log-Posterior: 119898 Step Size: -266.4257322 Smoothing Hyper-parameters: 0.156375 0.089312 0.010447 0.016137 0.122823 0.199706 0.192514 Expected Total MS Cnt: 1.32774 Backgound Scale: 0.992963. ITERATION NUMBER 804. Current Log-Posterior: 199018 Step Size: 79120.03167 Smoothing Hyper-parameters: 0.101176 0.058124 0.066676 0.138962 0.233307 0.291262 0.094290 Expected Total MS Cnt: 7.1045 Backgound Scale: 0.99479. ITERATION NUMBER 805. Current Log-Posterior: 188837 Step Size: -10180.60131 Smoothing Hyper-parameters: 0.156502 0.116896 0.233946 0.078765 0.167082 0.160148 0.197767 Expected Total MS Cnt: 13.1053 Backgound Scale: 1.00758. ITERATION NUMBER 806. Current Log-Posterior: 113282 Step Size: -75555.35511 Smoothing Hyper-parameters: 0.115047 0.052172 0.106543 0.212586 0.124403 0.163922 0.162329 Expected Total MS Cnt: 13.7801 Backgound Scale: 0.995552. ITERATION NUMBER 807. Current Log-Posterior: 175397 Step Size: 62114.99887 Smoothing Hyper-parameters: 0.301600 0.248291 0.237492 0.211020 0.145081 0.235996 0.187700 Expected Total MS Cnt: 17.7534 Backgound Scale: 0.995062. ITERATION NUMBER 808. Current Log-Posterior: 62774.2 Step Size: -112622.5714 Smoothing Hyper-parameters: 0.207834 0.220827 0.191960 0.128503 0.283645 0.233175 0.128602 Expected Total MS Cnt: 13.1983 Backgound Scale: 1.00551. ITERATION NUMBER 809. Current Log-Posterior: 83727 Step Size: 20952.78086 Smoothing Hyper-parameters: 0.178067 0.201516 0.360272 0.319808 0.160328 0.157646 0.219877 Expected Total MS Cnt: 16.3017 Backgound Scale: 1.00838. ITERATION NUMBER 810. Current Log-Posterior: 91401.4 Step Size: 7674.399426 Smoothing Hyper-parameters: 0.212524 0.233946 0.124600 0.235261 0.166982 0.180146 0.056669 Expected Total MS Cnt: 10.5398 Backgound Scale: 1.00901. ITERATION NUMBER 811. Current Log-Posterior: 83163 Step Size: -8238.376779 Smoothing Hyper-parameters: 0.229632 0.274131 0.299011 0.110386 0.279241 0.160842 0.188534 Expected Total MS Cnt: 5.04958 Backgound Scale: 1.00179. ITERATION NUMBER 812. Current Log-Posterior: 74135.8 Step Size: -9027.204884 Smoothing Hyper-parameters: 0.246739 0.145611 0.215028 0.161108 0.303367 0.155311 0.295940 Expected Total MS Cnt: 12.3604 Backgound Scale: 1.00644. ITERATION NUMBER 813. Current Log-Posterior: 80281 Step Size: 6145.159389 Smoothing Hyper-parameters: 0.151601 0.034423 0.153811 0.162335 0.282061 0.223726 0.118058 Expected Total MS Cnt: 16.5864 Backgound Scale: 0.987901. ITERATION NUMBER 814. Current Log-Posterior: 178721 Step Size: 98440.24315 Smoothing Hyper-parameters: 0.125188 0.166080 0.101642 0.164681 0.193015 0.264870 0.128141 Expected Total MS Cnt: 15.5851 Backgound Scale: 1.00527. ITERATION NUMBER 815. Current Log-Posterior: 127967 Step Size: -50754.19554 Smoothing Hyper-parameters: 0.091109 0.098166 0.207987 0.153135 0.176677 0.164678 0.075537 Expected Total MS Cnt: 7.84444 Backgound Scale: 1.015. ITERATION NUMBER 816. Current Log-Posterior: 172941 Step Size: 44973.62225 Smoothing Hyper-parameters: 0.223822 0.176533 0.037122 0.227307 0.227908 0.044484 0.070178 Expected Total MS Cnt: 8.16998 Backgound Scale: 0.998349. ITERATION NUMBER 817. Current Log-Posterior: 98211.3 Step Size: -74729.34278 Smoothing Hyper-parameters: 0.078010 0.139299 0.196922 0.180339 0.112197 0.125909 0.251210 Expected Total MS Cnt: 4.49129 Backgound Scale: 0.989475. ITERATION NUMBER 818. Current Log-Posterior: 186551 Step Size: 88339.96843 Smoothing Hyper-parameters: 0.041325 0.203435 0.049808 0.112739 0.235594 0.053091 0.128655 Expected Total MS Cnt: 14.4233 Backgound Scale: 1.00313. ITERATION NUMBER 819. Current Log-Posterior: 329343 Step Size: 142791.4807 Smoothing Hyper-parameters: 0.131786 0.119598 0.169940 0.084343 0.149738 0.065846 0.205608 Expected Total MS Cnt: 5.87204 Backgound Scale: 1.00647. ITERATION NUMBER 820. Current Log-Posterior: 129179 Step Size: -200163.9262 Smoothing Hyper-parameters: 0.132280 0.114568 0.207112 0.248094 0.080668 0.168796 0.153418 Expected Total MS Cnt: 10.724 Backgound Scale: 0.983945. ITERATION NUMBER 821. Current Log-Posterior: 127744 Step Size: -1435.00884 Smoothing Hyper-parameters: 0.186879 0.089106 0.048648 0.170269 0.244742 0.200519 0.267130 Expected Total MS Cnt: 5.84367 Backgound Scale: 0.991135. ITERATION NUMBER 822. Current Log-Posterior: 120830 Step Size: -6914.065677 Smoothing Hyper-parameters: 0.211663 0.050712 0.128811 0.078324 0.092373 0.076121 0.134458 Expected Total MS Cnt: 7.53652 Backgound Scale: 1.00579. ITERATION NUMBER 823. Current Log-Posterior: 130400 Step Size: 9570.109922 Smoothing Hyper-parameters: 0.056948 0.130737 0.118532 0.135221 0.093404 0.103977 0.271097 Expected Total MS Cnt: 3.93178 Backgound Scale: 1.00355. ITERATION NUMBER 824. Current Log-Posterior: 244949 Step Size: 114548.9428 Smoothing Hyper-parameters: 0.166152 0.254045 0.252552 0.092095 0.156548 0.123605 0.221871 Expected Total MS Cnt: 5.90916 Backgound Scale: 1.001. ITERATION NUMBER 825. Current Log-Posterior: 95561.9 Step Size: -149386.9082 Smoothing Hyper-parameters: 0.141094 0.173916 0.088023 0.223692 0.109925 0.148544 0.095140 Expected Total MS Cnt: 5.02616 Backgound Scale: 1.01281. ITERATION NUMBER 826. Current Log-Posterior: 118880 Step Size: 23318.27559 Smoothing Hyper-parameters: 0.155708 0.238956 0.132920 0.194001 0.151399 0.157908 0.259433 Expected Total MS Cnt: 6.51114 Backgound Scale: 1.02261. ITERATION NUMBER 827. Current Log-Posterior: 103568 Step Size: -15312.09076 Smoothing Hyper-parameters: 0.097339 0.081188 0.234493 0.175687 0.063485 0.228890 0.153696 Expected Total MS Cnt: 5.38718 Backgound Scale: 1.01036. ITERATION NUMBER 828. Current Log-Posterior: 169048 Step Size: 65480.1949 Smoothing Hyper-parameters: 0.191771 0.221776 0.155405 0.172981 0.116770 0.089181 0.088213 Expected Total MS Cnt: 4.07089 Backgound Scale: 1.00394. ITERATION NUMBER 829. Current Log-Posterior: 87891.8 Step Size: -81156.52789 Smoothing Hyper-parameters: 0.169821 0.180211 0.110822 0.014107 0.178104 0.254613 0.221099 Expected Total MS Cnt: 7.81845 Backgound Scale: 0.990762. ITERATION NUMBER 830. Current Log-Posterior: 112470 Step Size: 24578.40907 Smoothing Hyper-parameters: 0.121923 0.121057 0.176542 0.191360 0.269955 0.262042 0.127270 Expected Total MS Cnt: 5.2637 Backgound Scale: 0.997338. ITERATION NUMBER 831. Current Log-Posterior: 134426 Step Size: 21955.75971 Smoothing Hyper-parameters: 0.082496 0.149715 0.313045 0.138604 0.074489 0.160615 0.241407 Expected Total MS Cnt: 8.17637 Backgound Scale: 1.00412. ITERATION NUMBER 832. Current Log-Posterior: 173458 Step Size: 39031.99948 Smoothing Hyper-parameters: 0.039235 0.250165 0.149446 0.341017 0.162302 0.268743 0.058002 Expected Total MS Cnt: 2.67481 Backgound Scale: 0.99629. ITERATION NUMBER 833. Current Log-Posterior: 324311 Step Size: 150853.2913 Smoothing Hyper-parameters: 0.140444 0.246580 0.279477 0.200002 0.110634 0.104345 0.095218 Expected Total MS Cnt: 1.30336 Backgound Scale: 0.997747. ITERATION NUMBER 834. Current Log-Posterior: 107663 Step Size: -216648.3535 Smoothing Hyper-parameters: 0.260114 0.173345 0.200382 0.113148 0.230916 0.111982 0.046344 Expected Total MS Cnt: 4.99307 Backgound Scale: 1.01743. ITERATION NUMBER 835. Current Log-Posterior: 75453.7 Step Size: -32209.11 Smoothing Hyper-parameters: 0.232797 0.210529 0.117952 0.130913 0.148097 0.307799 0.158883 Expected Total MS Cnt: 0.779726 Backgound Scale: 0.999707. ITERATION NUMBER 836. Current Log-Posterior: 80548 Step Size: 5094.202918 Smoothing Hyper-parameters: 0.121861 0.116078 0.096120 0.126377 0.266938 0.132445 0.286581 Expected Total MS Cnt: 1.82616 Backgound Scale: 0.992017. ITERATION NUMBER 837. Current Log-Posterior: 138238 Step Size: 57690.18928 Smoothing Hyper-parameters: 0.281653 0.137444 0.062759 0.149710 0.249898 0.129335 0.115737 Expected Total MS Cnt: 0.0207953 Backgound Scale: 1.00146. ITERATION NUMBER 838. Current Log-Posterior: 84890.9 Step Size: -53347.26578 Smoothing Hyper-parameters: 0.120817 0.091534 0.254376 0.190818 0.023171 0.145608 0.193918 Expected Total MS Cnt: 0.431101 Backgound Scale: 0.999361. ITERATION NUMBER 839. Current Log-Posterior: 144100 Step Size: 59209.28183 Smoothing Hyper-parameters: 0.232590 0.132114 0.091570 0.101635 0.026806 0.122054 0.209006 Expected Total MS Cnt: 0.364815 Backgound Scale: 0.995644. ITERATION NUMBER 840. Current Log-Posterior: 92425.6 Step Size: -51674.58378 Smoothing Hyper-parameters: 0.227021 0.149240 0.181347 0.093647 0.104628 0.030367 0.161505 Expected Total MS Cnt: 0.248065 Backgound Scale: 1.00269. ITERATION NUMBER 841. Current Log-Posterior: 86785 Step Size: -5640.529736 Smoothing Hyper-parameters: 0.145312 0.185248 0.194821 0.165047 0.409083 0.181746 0.180707 Expected Total MS Cnt: 0.432545 Backgound Scale: 1.011. ITERATION NUMBER 842. Current Log-Posterior: 108352 Step Size: 21567.02916 Smoothing Hyper-parameters: 0.047945 0.169948 0.143937 0.084445 0.029560 0.150394 0.275106 Expected Total MS Cnt: 0.00962101 Backgound Scale: 0.994282. ITERATION NUMBER 843. Current Log-Posterior: 280592 Step Size: 172239.4646 Smoothing Hyper-parameters: 0.183910 0.208824 0.227904 0.150839 0.043833 0.111900 0.194390 Expected Total MS Cnt: 0.863501 Backgound Scale: 1.00019. ITERATION NUMBER 844. Current Log-Posterior: 91365.5 Step Size: -189226.0071 Smoothing Hyper-parameters: 0.260029 0.147639 0.128451 0.185817 0.152374 0.188949 0.057046 Expected Total MS Cnt: 1.16704 Backgound Scale: 0.990992. ITERATION NUMBER 845. Current Log-Posterior: 80658.2 Step Size: -10707.30835 Smoothing Hyper-parameters: 0.065992 0.132596 0.237941 0.210860 0.267078 0.042657 0.185587 Expected Total MS Cnt: 2.08717 Backgound Scale: 0.995489. ITERATION NUMBER 846. Current Log-Posterior: 213808 Step Size: 133149.8473 Smoothing Hyper-parameters: 0.100842 0.080404 0.022490 0.274288 0.065797 0.334885 0.182885 Expected Total MS Cnt: 2.08283 Backgound Scale: 0.994464. ITERATION NUMBER 847. Current Log-Posterior: 197472 Step Size: -16335.70525 Smoothing Hyper-parameters: 0.214675 0.160481 0.193519 0.172583 0.114080 0.259487 0.161988 Expected Total MS Cnt: 0.0834758 Backgound Scale: 0.999883. ITERATION NUMBER 848. Current Log-Posterior: 86654.3 Step Size: -110818.0916 Smoothing Hyper-parameters: 0.053184 0.198304 0.119990 0.116249 0.237535 0.364393 0.107952 Expected Total MS Cnt: 0.0789351 Backgound Scale: 1.01385. ITERATION NUMBER 849. Current Log-Posterior: 258581 Step Size: 171926.4126 Smoothing Hyper-parameters: 0.138025 0.200216 0.140673 0.100508 0.184758 0.100517 0.104007 Expected Total MS Cnt: 0.338092 Backgound Scale: 1.01698. ITERATION NUMBER 850. Current Log-Posterior: 115902 Step Size: -142678.8057 Smoothing Hyper-parameters: 0.095828 0.137109 0.084866 0.265570 0.200228 0.171539 0.239597 Expected Total MS Cnt: 1.22728 Backgound Scale: 0.998687. ITERATION NUMBER 851. Current Log-Posterior: 163500 Step Size: 47598.1372 Smoothing Hyper-parameters: 0.227273 0.059394 0.231396 0.238216 0.227533 0.159664 0.150516 Expected Total MS Cnt: 1.42119 Backgound Scale: 0.993651. ITERATION NUMBER 852. Current Log-Posterior: 115734 Step Size: -47765.68961 Smoothing Hyper-parameters: 0.188824 0.177840 0.053931 0.288694 0.265566 0.159664 0.162993 Expected Total MS Cnt: 2.0899 Backgound Scale: 1.00474. ITERATION NUMBER 853. Current Log-Posterior: 101033 Step Size: -14701.54307 Smoothing Hyper-parameters: 0.102752 0.095652 0.268719 0.234286 0.188041 0.191370 0.184284 Expected Total MS Cnt: 2.50644 Backgound Scale: 0.994135. ITERATION NUMBER 854. Current Log-Posterior: 159099 Step Size: 58066.4829 Smoothing Hyper-parameters: 0.074173 0.221549 0.006127 0.158244 0.200029 0.124248 0.291261 Expected Total MS Cnt: 0.984072 Backgound Scale: 1.00535. ITERATION NUMBER 855. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.273457 0.149625 0.148078 0.163536 0.181586 0.127297 0.131552 Expected Total MS Cnt: 0.923051 Backgound Scale: 1.01348. ITERATION NUMBER 856. Current Log-Posterior: 77539.2 Step Size: -inf Smoothing Hyper-parameters: 0.103419 0.185026 0.129064 0.005089 0.097656 0.316539 0.175511 Expected Total MS Cnt: 0.994425 Backgound Scale: 0.998536. ITERATION NUMBER 857. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.224226 0.164409 0.078671 0.115386 0.046874 0.135414 0.029217 Expected Total MS Cnt: 0.171509 Backgound Scale: 0.987635. ITERATION NUMBER 858. Current Log-Posterior: 89761.1 Step Size: -inf Smoothing Hyper-parameters: 0.192208 0.185853 0.121927 0.128399 0.117145 0.168166 0.231473 Expected Total MS Cnt: 1.76531 Backgound Scale: 1.01545. ITERATION NUMBER 859. Current Log-Posterior: 93502.7 Step Size: 3741.529655 Smoothing Hyper-parameters: 0.230082 0.337573 0.199371 0.295564 0.075605 0.095933 0.246615 Expected Total MS Cnt: 0.0327545 Backgound Scale: 1.00096. ITERATION NUMBER 860. Current Log-Posterior: 72704.4 Step Size: -20798.29329 Smoothing Hyper-parameters: 0.021259 0.026409 0.301741 0.224332 0.110115 0.219921 0.187769 Expected Total MS Cnt: 0.675717 Backgound Scale: 1.00666. ITERATION NUMBER 861. Current Log-Posterior: 689376 Step Size: 616671.5994 Smoothing Hyper-parameters: 0.055454 0.035919 0.140529 0.215083 0.134658 0.174678 0.034415 Expected Total MS Cnt: 0.176926 Backgound Scale: 1.0106. ITERATION NUMBER 862. Current Log-Posterior: 313235 Step Size: -376141.175 Smoothing Hyper-parameters: 0.077207 0.080420 0.023012 0.082162 0.229604 0.142914 0.157362 Expected Total MS Cnt: 0.647415 Backgound Scale: 1.00346. ITERATION NUMBER 863. Current Log-Posterior: 232090 Step Size: -81144.2971 Smoothing Hyper-parameters: 0.184420 0.185620 0.376662 0.248660 0.139195 0.156969 0.061999 Expected Total MS Cnt: 0.69589 Backgound Scale: 1.02167. ITERATION NUMBER 864. Current Log-Posterior: 91545 Step Size: -140545.5289 Smoothing Hyper-parameters: 0.062552 0.106542 0.238898 0.100125 0.040308 0.147033 0.096532 Expected Total MS Cnt: 3.27912 Backgound Scale: 1.00931. ITERATION NUMBER 865. Current Log-Posterior: 231390 Step Size: 139844.9379 Smoothing Hyper-parameters: 0.243337 0.058704 0.245650 0.250090 0.229203 0.260453 0.120602 Expected Total MS Cnt: 0.805631 Backgound Scale: 1.01385. ITERATION NUMBER 866. Current Log-Posterior: 112090 Step Size: -119300.1967 Smoothing Hyper-parameters: 0.188161 0.165547 0.080238 0.102843 0.137422 0.149956 0.144613 Expected Total MS Cnt: 0.8535 Backgound Scale: 1.00376. ITERATION NUMBER 867. Current Log-Posterior: 99958.9 Step Size: -12130.80872 Smoothing Hyper-parameters: 0.229441 0.098735 0.045345 0.100886 0.115524 0.176306 0.150593 Expected Total MS Cnt: 5.76668 Backgound Scale: 0.995878. ITERATION NUMBER 868. Current Log-Posterior: 109543 Step Size: 9583.645682 Smoothing Hyper-parameters: 0.137199 0.181789 0.309815 0.077969 0.110267 0.037253 0.141018 Expected Total MS Cnt: 2.69024 Backgound Scale: 0.99346. ITERATION NUMBER 869. Current Log-Posterior: 114122 Step Size: 4579.116035 Smoothing Hyper-parameters: 0.065542 0.222779 0.098826 0.126115 0.244977 0.274119 0.249739 Expected Total MS Cnt: 4.28001 Backgound Scale: 1.00162. ITERATION NUMBER 870. Current Log-Posterior: 212613 Step Size: 98491.45261 Smoothing Hyper-parameters: 0.111079 0.143994 0.100429 0.210482 0.125476 0.239983 0.074394 Expected Total MS Cnt: 1.2316 Backgound Scale: 1.00112. ITERATION NUMBER 871. Current Log-Posterior: 142126 Step Size: -70487.1316 Smoothing Hyper-parameters: 0.118840 0.137599 0.237644 0.223951 0.117280 0.173660 0.306196 Expected Total MS Cnt: 1.87488 Backgound Scale: 0.987275. ITERATION NUMBER 872. Current Log-Posterior: 132725 Step Size: -9400.75539 Smoothing Hyper-parameters: 0.083606 0.093436 0.136886 0.033056 0.170872 0.074413 0.144094 Expected Total MS Cnt: 3.11012 Backgound Scale: 1.02339. ITERATION NUMBER 873. Current Log-Posterior: 191130 Step Size: 58404.63307 Smoothing Hyper-parameters: 0.187956 0.081425 0.135693 0.244554 0.204111 0.111935 0.074891 Expected Total MS Cnt: 3.9543 Backgound Scale: 1.00761. ITERATION NUMBER 874. Current Log-Posterior: 114556 Step Size: -76573.98398 Smoothing Hyper-parameters: 0.230677 0.162995 0.079020 0.254872 0.122237 0.098500 0.330640 Expected Total MS Cnt: 2.40527 Backgound Scale: 0.997078. ITERATION NUMBER 875. Current Log-Posterior: 87545.8 Step Size: -27010.02308 Smoothing Hyper-parameters: 0.185768 0.080710 0.112000 0.282090 0.056718 0.118826 0.217465 Expected Total MS Cnt: 4.67749 Backgound Scale: 1.01051. ITERATION NUMBER 876. Current Log-Posterior: 115663 Step Size: 28117.47322 Smoothing Hyper-parameters: 0.028804 0.163454 0.142999 0.346006 0.047622 0.026508 0.162344 Expected Total MS Cnt: 1.41904 Backgound Scale: 1.0104. ITERATION NUMBER 877. Current Log-Posterior: 445641 Step Size: 329977.616 Smoothing Hyper-parameters: 0.124961 0.152515 0.156893 0.140597 0.049657 0.193739 0.052399 Expected Total MS Cnt: 2.64607 Backgound Scale: 1.01878. ITERATION NUMBER 878. Current Log-Posterior: 128516 Step Size: -317124.9365 Smoothing Hyper-parameters: 0.120554 0.055425 0.136098 0.092377 0.247380 0.193739 0.062008 Expected Total MS Cnt: 6.80317 Backgound Scale: 1.004. ITERATION NUMBER 879. Current Log-Posterior: 167297 Step Size: 38780.80046 Smoothing Hyper-parameters: 0.268585 0.018559 0.232441 0.234389 0.247380 0.259648 0.284205 Expected Total MS Cnt: 7.93289 Backgound Scale: 0.995431. ITERATION NUMBER 880. Current Log-Posterior: 220406 Step Size: 53109.51261 Smoothing Hyper-parameters: 0.186171 0.145387 0.232756 0.148514 0.198583 0.204501 0.214602 Expected Total MS Cnt: 15.7074 Backgound Scale: 1.00599. ITERATION NUMBER 881. Current Log-Posterior: 96650.7 Step Size: -123755.6121 Smoothing Hyper-parameters: 0.213483 0.145387 0.100071 0.181678 0.260272 0.254167 0.171413 Expected Total MS Cnt: 12.7487 Backgound Scale: 0.999822. ITERATION NUMBER 882. Current Log-Posterior: 91113.6 Step Size: -5537.100751 Smoothing Hyper-parameters: 0.082102 0.170321 0.091761 0.150285 0.201324 0.044749 0.215998 Expected Total MS Cnt: 10.4797 Backgound Scale: 1.01167. ITERATION NUMBER 883. Current Log-Posterior: 179836 Step Size: 88722.31543 Smoothing Hyper-parameters: 0.164307 0.078806 0.197515 0.200996 0.179093 0.244101 0.203735 Expected Total MS Cnt: 6.65043 Backgound Scale: 0.999991. ITERATION NUMBER 884. Current Log-Posterior: 121283 Step Size: -58553.37301 Smoothing Hyper-parameters: 0.104898 0.168140 0.194996 0.121101 0.237471 0.197714 0.237316 Expected Total MS Cnt: 2.85091 Backgound Scale: 1.00941. ITERATION NUMBER 885. Current Log-Posterior: 143782 Step Size: 22499.5917 Smoothing Hyper-parameters: 0.052535 0.236673 0.085744 0.172762 0.110396 0.255630 0.249285 Expected Total MS Cnt: 3.49932 Backgound Scale: 1.00604. ITERATION NUMBER 886. Current Log-Posterior: 256198 Step Size: 112415.7569 Smoothing Hyper-parameters: 0.193443 0.068799 0.162628 0.117303 0.189252 0.200077 0.260430 Expected Total MS Cnt: 5.63555 Backgound Scale: 1.01128. ITERATION NUMBER 887. Current Log-Posterior: 118203 Step Size: -137995.0111 Smoothing Hyper-parameters: 0.152843 0.169455 0.136025 0.311505 0.199578 0.121053 0.173631 Expected Total MS Cnt: 4.46965 Backgound Scale: 0.996005. ITERATION NUMBER 888. Current Log-Posterior: 107756 Step Size: -10446.49975 Smoothing Hyper-parameters: 0.138375 0.131483 0.158142 0.241535 0.123486 0.241417 0.209939 Expected Total MS Cnt: 5.26914 Backgound Scale: 1.00722. ITERATION NUMBER 889. Current Log-Posterior: 121717 Step Size: 13960.45109 Smoothing Hyper-parameters: 0.196462 0.167374 0.211273 0.151431 0.219697 0.128366 0.201926 Expected Total MS Cnt: 5.23426 Backgound Scale: 1.00997. ITERATION NUMBER 890. Current Log-Posterior: 91263.5 Step Size: -30453.32195 Smoothing Hyper-parameters: 0.130238 0.197825 0.224455 0.158262 0.049436 0.112647 0.245900 Expected Total MS Cnt: 2.80615 Backgound Scale: 1.00573. ITERATION NUMBER 891. Current Log-Posterior: 118982 Step Size: 27718.69147 Smoothing Hyper-parameters: 0.184300 0.052447 0.078882 0.119406 0.191444 0.086761 0.091047 Expected Total MS Cnt: 2.83037 Backgound Scale: 1.00007. ITERATION NUMBER 892. Current Log-Posterior: 140720 Step Size: 21737.70888 Smoothing Hyper-parameters: 0.301487 0.194286 0.129272 0.183162 0.262663 0.185768 0.188462 Expected Total MS Cnt: 4.98778 Backgound Scale: 1.00006. ITERATION NUMBER 893. Current Log-Posterior: 68964.9 Step Size: -71754.98785 Smoothing Hyper-parameters: 0.084356 0.149928 0.062360 0.285620 0.134395 0.060720 0.079173 Expected Total MS Cnt: 1.11968 Backgound Scale: 1.00371. ITERATION NUMBER 894. Current Log-Posterior: 179937 Step Size: 110971.6016 Smoothing Hyper-parameters: 0.289130 0.132155 0.241708 0.182243 0.172594 0.227933 0.120650 Expected Total MS Cnt: 0.88632 Backgound Scale: 0.989811. ITERATION NUMBER 895. Current Log-Posterior: 74939.9 Step Size: -104996.6377 Smoothing Hyper-parameters: 0.204261 0.063612 0.160561 0.322210 0.193551 0.263868 0.080681 Expected Total MS Cnt: 5.55149 Backgound Scale: 0.992726. ITERATION NUMBER 896. Current Log-Posterior: 115810 Step Size: 40870.04434 Smoothing Hyper-parameters: 0.100221 0.145278 0.201719 0.059831 0.116704 0.162968 0.116731 Expected Total MS Cnt: 4.97713 Backgound Scale: 0.998295. ITERATION NUMBER 897. Current Log-Posterior: 153764 Step Size: 37954.44974 Smoothing Hyper-parameters: 0.351198 0.186641 0.172679 0.193447 0.063204 0.126881 0.196064 Expected Total MS Cnt: 3.18508 Backgound Scale: 1.00787. ITERATION NUMBER 898. Current Log-Posterior: 62136.5 Step Size: -91627.92098 Smoothing Hyper-parameters: 0.035258 0.251249 0.073002 0.199828 0.102151 0.159959 0.285915 Expected Total MS Cnt: 8.82171 Backgound Scale: 0.998706. ITERATION NUMBER 899. Current Log-Posterior: 370762 Step Size: 308625.3738 Smoothing Hyper-parameters: 0.070249 0.189046 0.123748 0.089157 0.128115 0.146568 0.292966 Expected Total MS Cnt: 1.4076 Backgound Scale: 0.995423. ITERATION NUMBER 900. Current Log-Posterior: 198854 Step Size: -171907.4542 Smoothing Hyper-parameters: 0.183288 0.092181 0.170652 0.247835 0.077945 0.175161 0.145427 Expected Total MS Cnt: 3.80621 Backgound Scale: 1.00725. ITERATION NUMBER 901. Current Log-Posterior: 109989 Step Size: -88864.96945 Smoothing Hyper-parameters: 0.082874 0.095610 0.164038 0.305345 0.237473 0.167570 0.223260 Expected Total MS Cnt: 3.62785 Backgound Scale: 0.987195. ITERATION NUMBER 902. Current Log-Posterior: 187334 Step Size: 77344.39169 Smoothing Hyper-parameters: 0.209498 0.258886 0.077374 0.207931 0.115998 0.128568 0.275766 Expected Total MS Cnt: 2.60075 Backgound Scale: 0.999171. ITERATION NUMBER 903. Current Log-Posterior: 85734.6 Step Size: -101599.1886 Smoothing Hyper-parameters: 0.099235 0.187178 0.175569 0.166337 0.112187 0.223577 0.211249 Expected Total MS Cnt: 3.2474 Backgound Scale: 1.00098. ITERATION NUMBER 904. Current Log-Posterior: 149188 Step Size: 63453.24911 Smoothing Hyper-parameters: 0.149730 0.139383 0.240095 0.053672 0.194079 0.109103 0.255833 Expected Total MS Cnt: 1.26888 Backgound Scale: 0.991732. ITERATION NUMBER 905. Current Log-Posterior: 114819 Step Size: -34369.24499 Smoothing Hyper-parameters: 0.172991 0.283884 0.094857 0.193743 0.134426 0.139747 0.178152 Expected Total MS Cnt: 0.294064 Backgound Scale: 0.993974. ITERATION NUMBER 906. Current Log-Posterior: 96153.4 Step Size: -18665.25294 Smoothing Hyper-parameters: 0.126383 0.125059 0.154931 0.194521 0.247572 0.300970 0.134207 Expected Total MS Cnt: 0.74974 Backgound Scale: 1.00489. ITERATION NUMBER 907. Current Log-Posterior: 129805 Step Size: 33651.40336 Smoothing Hyper-parameters: 0.261298 0.132549 0.132565 0.245900 0.211661 0.165882 0.165389 Expected Total MS Cnt: 1.34125 Backgound Scale: 1.00086. ITERATION NUMBER 908. Current Log-Posterior: 82047 Step Size: -47757.81369 Smoothing Hyper-parameters: 0.209352 0.298643 0.164445 0.223864 0.165933 0.099834 0.159122 Expected Total MS Cnt: 0.450143 Backgound Scale: 1.01292. ITERATION NUMBER 909. Current Log-Posterior: 79933.1 Step Size: -2113.844855 Smoothing Hyper-parameters: 0.209352 0.138440 0.137669 0.313806 0.156661 0.082987 0.057995 Expected Total MS Cnt: 0.588575 Backgound Scale: 1.00354. ITERATION NUMBER 910. Current Log-Posterior: 90820.2 Step Size: 10887.12478 Smoothing Hyper-parameters: 0.060121 0.152339 0.157922 0.356956 0.194739 0.168692 0.186198 Expected Total MS Cnt: 0.159624 Backgound Scale: 0.994518. ITERATION NUMBER 911. Current Log-Posterior: 232392 Step Size: 141571.9162 Smoothing Hyper-parameters: 0.051184 0.038483 0.206616 0.175890 0.129744 0.062579 0.057831 Expected Total MS Cnt: 0.372397 Backgound Scale: 0.999526. ITERATION NUMBER 912. Current Log-Posterior: 326662 Step Size: 94270.30306 Smoothing Hyper-parameters: 0.171089 0.225165 0.250510 0.194470 0.217831 0.281437 0.033984 Expected Total MS Cnt: 0.445678 Backgound Scale: 1.00178. ITERATION NUMBER 913. Current Log-Posterior: 93681.2 Step Size: -232981.2101 Smoothing Hyper-parameters: 0.147818 0.094694 0.177468 0.120633 0.277197 0.041613 0.063963 Expected Total MS Cnt: 0.381004 Backgound Scale: 1.00034. ITERATION NUMBER 914. Current Log-Posterior: 124872 Step Size: 31191.23987 Smoothing Hyper-parameters: 0.108556 0.255684 0.183405 0.082715 0.162951 0.075747 0.297905 Expected Total MS Cnt: 2.66855 Backgound Scale: 0.993552. ITERATION NUMBER 915. Current Log-Posterior: 135274 Step Size: 10401.5685 Smoothing Hyper-parameters: 0.118120 0.101714 0.114385 0.070906 0.073670 0.086073 0.052927 Expected Total MS Cnt: 1.14015 Backgound Scale: 1.00015. ITERATION NUMBER 916. Current Log-Posterior: 146419 Step Size: 11144.92459 Smoothing Hyper-parameters: 0.122177 0.308660 0.093189 0.042538 0.249252 0.149795 0.195499 Expected Total MS Cnt: 2.75719 Backgound Scale: 1.01552. ITERATION NUMBER 917. Current Log-Posterior: 127294 Step Size: -19125.33578 Smoothing Hyper-parameters: 0.155219 0.046468 0.127542 0.294699 0.044047 0.143833 0.136141 Expected Total MS Cnt: 5.60433 Backgound Scale: 0.991859. ITERATION NUMBER 918. Current Log-Posterior: 156279 Step Size: 28985.17773 Smoothing Hyper-parameters: 0.166300 0.048471 0.058113 0.197912 0.242692 0.149904 0.280223 Expected Total MS Cnt: 3.84168 Backgound Scale: 0.991697. ITERATION NUMBER 919. Current Log-Posterior: 154668 Step Size: -1611.233475 Smoothing Hyper-parameters: 0.099009 0.223749 0.070059 0.169850 0.314303 0.278432 0.020004 Expected Total MS Cnt: 2.51359 Backgound Scale: 1.01291. ITERATION NUMBER 920. Current Log-Posterior: 153280 Step Size: -1387.979177 Smoothing Hyper-parameters: 0.152918 0.235837 0.067528 0.190604 0.111057 0.095795 0.178779 Expected Total MS Cnt: 3.36864 Backgound Scale: 1.00206. ITERATION NUMBER 921. Current Log-Posterior: 109977 Step Size: -43302.54441 Smoothing Hyper-parameters: 0.112920 0.143819 0.030608 0.187390 0.133955 0.108146 0.112633 Expected Total MS Cnt: 1.16468 Backgound Scale: 0.989413. ITERATION NUMBER 922. Current Log-Posterior: 159893 Step Size: 49916.1437 Smoothing Hyper-parameters: 0.186795 0.242267 0.152275 0.187390 0.137117 0.162542 0.029785 Expected Total MS Cnt: 1.8968 Backgound Scale: 0.974794. ITERATION NUMBER 923. Current Log-Posterior: 89219.7 Step Size: -70673.55551 Smoothing Hyper-parameters: 0.051774 0.196754 0.164704 0.208472 0.128864 0.136412 0.035484 Expected Total MS Cnt: 2.80667 Backgound Scale: 0.998195. ITERATION NUMBER 924. Current Log-Posterior: 259632 Step Size: 170412.2126 Smoothing Hyper-parameters: 0.163241 0.062832 0.089791 0.076529 0.184783 0.079075 0.148199 Expected Total MS Cnt: 3.02172 Backgound Scale: 1.01193. ITERATION NUMBER 925. Current Log-Posterior: 138841 Step Size: -120790.7077 Smoothing Hyper-parameters: 0.164338 0.228764 0.095326 0.145237 0.210206 0.098887 0.174244 Expected Total MS Cnt: 4.45238 Backgound Scale: 1.0001. ITERATION NUMBER 926. Current Log-Posterior: 100452 Step Size: -38389.51825 Smoothing Hyper-parameters: 0.070239 0.157066 0.133767 0.119290 0.052724 0.193903 0.172133 Expected Total MS Cnt: 5.83343 Backgound Scale: 1.01223. ITERATION NUMBER 927. Current Log-Posterior: 203869 Step Size: 103417.4079 Smoothing Hyper-parameters: 0.182688 0.211319 0.297733 0.233837 0.216413 0.277522 0.131985 Expected Total MS Cnt: 4.20988 Backgound Scale: 1.00534. ITERATION NUMBER 928. Current Log-Posterior: 89485.6 Step Size: -114383.4791 Smoothing Hyper-parameters: 0.178348 0.245371 0.044536 0.094885 0.159218 0.069638 0.108634 Expected Total MS Cnt: 4.53613 Backgound Scale: 0.99703. ITERATION NUMBER 929. Current Log-Posterior: 106126 Step Size: 16640.92311 Smoothing Hyper-parameters: 0.115389 0.162392 0.176099 0.032401 0.194042 0.315879 0.212830 Expected Total MS Cnt: 5.8257 Backgound Scale: 0.99893. ITERATION NUMBER 930. Current Log-Posterior: 139689 Step Size: 33562.41244 Smoothing Hyper-parameters: 0.099027 0.174892 0.112908 0.122530 0.078343 0.076524 0.137124 Expected Total MS Cnt: 3.37269 Backgound Scale: 0.998924. ITERATION NUMBER 931. Current Log-Posterior: 153635 Step Size: 13946.27892 Smoothing Hyper-parameters: 0.251989 0.162821 0.088813 0.114502 0.066568 0.129472 0.057642 Expected Total MS Cnt: 3.97588 Backgound Scale: 1.00638. ITERATION NUMBER 932. Current Log-Posterior: 83546.2 Step Size: -70088.98567 Smoothing Hyper-parameters: 0.219583 0.140129 0.046894 0.189519 0.212331 0.143908 0.061381 Expected Total MS Cnt: 6.43387 Backgound Scale: 0.996665. ITERATION NUMBER 933. Current Log-Posterior: 98437.2 Step Size: 14891.0261 Smoothing Hyper-parameters: 0.138884 0.145425 0.071949 0.237845 0.166963 0.114092 0.205222 Expected Total MS Cnt: 8.94089 Backgound Scale: 0.991117. ITERATION NUMBER 934. Current Log-Posterior: 124199 Step Size: 25762.15899 Smoothing Hyper-parameters: 0.184604 0.270625 0.201938 0.124552 0.121786 0.190437 0.165965 Expected Total MS Cnt: 10.6029 Backgound Scale: 0.987565. ITERATION NUMBER 935. Current Log-Posterior: 88298.2 Step Size: -35901.1336 Smoothing Hyper-parameters: 0.159050 0.180424 0.273128 0.184008 0.120538 0.064704 0.242808 Expected Total MS Cnt: 10.3339 Backgound Scale: 1.00927. ITERATION NUMBER 936. Current Log-Posterior: 102634 Step Size: 14336.08101 Smoothing Hyper-parameters: 0.111326 0.246393 0.262699 0.139769 0.155383 0.158070 0.121472 Expected Total MS Cnt: 6.8322 Backgound Scale: 0.988675. ITERATION NUMBER 937. Current Log-Posterior: 129487 Step Size: 26852.86679 Smoothing Hyper-parameters: 0.121897 0.215486 0.154254 0.216217 0.007332 0.114520 0.270817 Expected Total MS Cnt: 8.69651 Backgound Scale: 0.996163. ITERATION NUMBER 938. Current Log-Posterior: 129954 Step Size: 466.3343949 Smoothing Hyper-parameters: 0.105840 0.079481 0.141644 0.146012 0.246059 0.223973 0.198666 Expected Total MS Cnt: 7.75436 Backgound Scale: 0.988386. ITERATION NUMBER 939. Current Log-Posterior: 164054 Step Size: 34100.44364 Smoothing Hyper-parameters: 0.201123 0.021896 0.298050 0.088101 0.114458 0.197156 0.206332 Expected Total MS Cnt: 10.3646 Backgound Scale: 0.992609. ITERATION NUMBER 940. Current Log-Posterior: 209310 Step Size: 45256.01986 Smoothing Hyper-parameters: 0.227685 0.249556 0.205155 0.126519 0.193926 0.165655 0.222080 Expected Total MS Cnt: 9.61588 Backgound Scale: 0.995435. ITERATION NUMBER 941. Current Log-Posterior: 76775.1 Step Size: -132534.8826 Smoothing Hyper-parameters: 0.166713 0.090559 0.214299 0.171932 0.278960 0.279831 0.331250 Expected Total MS Cnt: 9.00459 Backgound Scale: 0.997867. ITERATION NUMBER 942. Current Log-Posterior: 115385 Step Size: 38609.54269 Smoothing Hyper-parameters: 0.168584 0.033700 0.141826 0.061743 0.114529 0.062824 0.106489 Expected Total MS Cnt: 3.38601 Backgound Scale: 1.00113. ITERATION NUMBER 943. Current Log-Posterior: 174833 Step Size: 59448.47906 Smoothing Hyper-parameters: 0.142095 0.154884 0.162645 0.163024 0.228214 0.106861 0.128729 Expected Total MS Cnt: 7.64977 Backgound Scale: 0.990278. ITERATION NUMBER 944. Current Log-Posterior: 115674 Step Size: -59158.72151 Smoothing Hyper-parameters: 0.085281 0.043465 0.266528 0.030865 0.210769 0.233166 0.082501 Expected Total MS Cnt: 6.62992 Backgound Scale: 0.994021. ITERATION NUMBER 945. Current Log-Posterior: 224880 Step Size: 109206.0638 Smoothing Hyper-parameters: 0.256847 0.190272 0.074271 0.283979 0.263082 0.027133 0.182105 Expected Total MS Cnt: 7.87091 Backgound Scale: 1.00541. ITERATION NUMBER 946. Current Log-Posterior: 81185 Step Size: -143695.4896 Smoothing Hyper-parameters: 0.207598 0.200787 0.183670 0.118844 0.221542 0.115414 0.136294 Expected Total MS Cnt: 2.1302 Backgound Scale: 1.01313. ITERATION NUMBER 947. Current Log-Posterior: 84837.7 Step Size: 3652.73283 Smoothing Hyper-parameters: 0.330071 0.106047 0.162514 0.328740 0.072829 0.057989 0.203088 Expected Total MS Cnt: 0.991694 Backgound Scale: 1.00035. ITERATION NUMBER 948. Current Log-Posterior: 77126.7 Step Size: -7710.98855 Smoothing Hyper-parameters: 0.168566 0.233970 0.096917 0.025786 0.267874 0.168070 0.233267 Expected Total MS Cnt: 0.970465 Backgound Scale: 1.01726. ITERATION NUMBER 949. Current Log-Posterior: 104715 Step Size: 27588.5343 Smoothing Hyper-parameters: 0.112951 0.195832 0.120214 0.249730 0.096275 0.086650 0.200300 Expected Total MS Cnt: 1.69769 Backgound Scale: 0.987173. ITERATION NUMBER 950. Current Log-Posterior: 134347 Step Size: 29631.66483 Smoothing Hyper-parameters: 0.119174 0.156549 0.170082 0.288259 0.100018 0.207319 0.278289 Expected Total MS Cnt: 1.11383 Backgound Scale: 0.996912. ITERATION NUMBER 951. Current Log-Posterior: 130686 Step Size: -3660.766784 Smoothing Hyper-parameters: 0.121347 0.266540 0.147131 0.109253 0.167378 0.105078 0.155327 Expected Total MS Cnt: 0.474737 Backgound Scale: 1.00057. ITERATION NUMBER 952. Current Log-Posterior: 123033 Step Size: -7653.188218 Smoothing Hyper-parameters: 0.202493 0.139005 0.229731 0.077681 0.186204 0.061983 0.111116 Expected Total MS Cnt: 0.619234 Backgound Scale: 0.998582. ITERATION NUMBER 953. Current Log-Posterior: 92832.8 Step Size: -30200.14776 Smoothing Hyper-parameters: 0.211073 0.134031 0.304556 0.067679 0.168985 0.085624 0.157854 Expected Total MS Cnt: 3.52705 Backgound Scale: 0.994785. ITERATION NUMBER 954. Current Log-Posterior: 90884.3 Step Size: -1948.572262 Smoothing Hyper-parameters: 0.226145 0.125763 0.190780 0.289280 0.251152 0.060286 0.096899 Expected Total MS Cnt: 2.6253 Backgound Scale: 1.00906. ITERATION NUMBER 955. Current Log-Posterior: 88948.4 Step Size: -1935.802501 Smoothing Hyper-parameters: 0.168725 0.209623 0.188416 0.199272 0.234641 0.291209 0.173580 Expected Total MS Cnt: 3.03508 Backgound Scale: 0.998539. ITERATION NUMBER 956. Current Log-Posterior: 96677.9 Step Size: 7729.427792 Smoothing Hyper-parameters: 0.114475 0.288031 0.120902 0.260400 0.251291 0.229934 0.177750 Expected Total MS Cnt: 1.7547 Backgound Scale: 1.00004. ITERATION NUMBER 957. Current Log-Posterior: 129263 Step Size: 32585.52344 Smoothing Hyper-parameters: 0.205016 0.140750 0.234075 0.166487 0.197976 0.114482 0.165195 Expected Total MS Cnt: 3.44845 Backgound Scale: 0.984495. ITERATION NUMBER 958. Current Log-Posterior: 91087.5 Step Size: -38175.94916 Smoothing Hyper-parameters: 0.172538 0.202324 0.162717 0.213824 0.100906 0.122800 0.101193 Expected Total MS Cnt: 5.51841 Backgound Scale: 1.01191. ITERATION NUMBER 959. Current Log-Posterior: 96604.1 Step Size: 5516.642606 Smoothing Hyper-parameters: 0.141016 0.190841 0.152847 0.186116 0.074142 0.096893 0.097498 Expected Total MS Cnt: 2.88417 Backgound Scale: 1.00011. ITERATION NUMBER 960. Current Log-Posterior: 114107 Step Size: 17503.07236 Smoothing Hyper-parameters: 0.184219 0.070147 0.091477 0.137032 0.151509 0.096216 0.067810 Expected Total MS Cnt: 2.46149 Backgound Scale: 1.00387. ITERATION NUMBER 961. Current Log-Posterior: 123485 Step Size: 9378.10882 Smoothing Hyper-parameters: 0.055593 0.086940 0.281648 0.125302 0.306858 0.102570 0.161921 Expected Total MS Cnt: 2.81928 Backgound Scale: 1.00276. ITERATION NUMBER 962. Current Log-Posterior: 259946 Step Size: 136460.7447 Smoothing Hyper-parameters: 0.089922 0.333400 0.086963 0.134687 0.024630 0.255527 0.238596 Expected Total MS Cnt: 3.57041 Backgound Scale: 1.00421. ITERATION NUMBER 963. Current Log-Posterior: 159204 Step Size: -100742.13 Smoothing Hyper-parameters: 0.164079 0.183728 0.064868 0.283212 0.236505 0.159095 0.199953 Expected Total MS Cnt: 1.89226 Backgound Scale: 1.0133. ITERATION NUMBER 964. Current Log-Posterior: 108027 Step Size: -51176.72094 Smoothing Hyper-parameters: 0.235538 0.207710 0.062705 0.057666 0.252303 0.094112 0.113462 Expected Total MS Cnt: 1.07073 Backgound Scale: 1.00543. ITERATION NUMBER 965. Current Log-Posterior: 88402 Step Size: -19625.1216 Smoothing Hyper-parameters: 0.161128 0.217575 0.241840 0.296211 0.287659 0.190903 0.139144 Expected Total MS Cnt: 0.825961 Backgound Scale: 1.00315. ITERATION NUMBER 966. Current Log-Posterior: 98222.8 Step Size: 9820.764149 Smoothing Hyper-parameters: 0.126732 0.031047 0.154514 0.246509 0.260936 0.118267 0.097442 Expected Total MS Cnt: 0.181806 Backgound Scale: 0.984304. ITERATION NUMBER 967. Current Log-Posterior: 199821 Step Size: 101598.2701 Smoothing Hyper-parameters: 0.209721 0.100505 0.092350 0.079761 0.248203 0.126611 0.090368 Expected Total MS Cnt: 0.243869 Backgound Scale: 0.984354. ITERATION NUMBER 968. Current Log-Posterior: 104316 Step Size: -95504.92963 Smoothing Hyper-parameters: 0.248133 0.173554 0.082229 0.031631 0.159906 0.377426 0.083084 Expected Total MS Cnt: 0.744033 Backgound Scale: 1.01078. ITERATION NUMBER 969. Current Log-Posterior: 87438.2 Step Size: -16877.9065 Smoothing Hyper-parameters: 0.107371 0.168780 0.199269 0.042313 0.131390 0.054068 0.290559 Expected Total MS Cnt: 0.478173 Backgound Scale: 0.986905. ITERATION NUMBER 970. Current Log-Posterior: 144439 Step Size: 57000.76014 Smoothing Hyper-parameters: 0.135557 0.232620 0.234591 0.102012 0.105679 0.147224 0.144539 Expected Total MS Cnt: 0.416807 Backgound Scale: 1.00548. ITERATION NUMBER 971. Current Log-Posterior: 113397 Step Size: -31041.84115 Smoothing Hyper-parameters: 0.065004 0.042337 0.256892 0.138303 0.069806 0.213652 0.236647 Expected Total MS Cnt: 1.20408 Backgound Scale: 0.985995. ITERATION NUMBER 972. Current Log-Posterior: 263905 Step Size: 150507.4617 Smoothing Hyper-parameters: 0.102536 0.048902 0.157633 0.172994 0.134714 0.107039 0.127317 Expected Total MS Cnt: 0.778442 Backgound Scale: 1.01406. ITERATION NUMBER 973. Current Log-Posterior: 191784 Step Size: -72120.58608 Smoothing Hyper-parameters: 0.139192 0.238900 0.057686 0.144725 0.169023 0.160097 0.120410 Expected Total MS Cnt: 0.317808 Backgound Scale: 0.992638. ITERATION NUMBER 974. Current Log-Posterior: 118591 Step Size: -73193.23105 Smoothing Hyper-parameters: 0.167168 0.143603 0.184235 0.261722 0.322757 0.214516 0.019975 Expected Total MS Cnt: 0.500222 Backgound Scale: 0.99684. ITERATION NUMBER 975. Current Log-Posterior: 104026 Step Size: -14564.65315 Smoothing Hyper-parameters: 0.167168 0.229759 0.292202 0.182064 0.118908 0.131562 0.131030 Expected Total MS Cnt: 0.380433 Backgound Scale: 1.01135. ITERATION NUMBER 976. Current Log-Posterior: 94087.2 Step Size: -9938.96889 Smoothing Hyper-parameters: 0.301621 0.070893 0.091073 0.083406 0.091232 0.138066 0.126835 Expected Total MS Cnt: 1.53013 Backgound Scale: 0.997033. ITERATION NUMBER 977. Current Log-Posterior: 99316.3 Step Size: 5229.108332 Smoothing Hyper-parameters: 0.150717 0.244211 0.266305 0.151272 0.306264 0.106213 0.162587 Expected Total MS Cnt: 0.0368079 Backgound Scale: 0.997142. ITERATION NUMBER 978. Current Log-Posterior: 102690 Step Size: 3373.746463 Smoothing Hyper-parameters: 0.139540 0.204175 0.245082 0.146578 0.080236 0.108725 0.130886 Expected Total MS Cnt: 0.404321 Backgound Scale: 1.00153. ITERATION NUMBER 979. Current Log-Posterior: 111392 Step Size: 8701.795748 Smoothing Hyper-parameters: 0.093578 0.142054 0.089066 0.091901 0.057117 0.167559 0.083290 Expected Total MS Cnt: 0.267498 Backgound Scale: 0.983832. ITERATION NUMBER 980. Current Log-Posterior: 164726 Step Size: 53334.22309 Smoothing Hyper-parameters: 0.089672 0.102420 0.292031 0.183025 0.216867 0.261843 0.182728 Expected Total MS Cnt: 0.0158292 Backgound Scale: 1.01183. ITERATION NUMBER 981. Current Log-Posterior: 171538 Step Size: 6812.21462 Smoothing Hyper-parameters: 0.134905 0.241012 0.111891 0.269341 0.183065 0.246730 0.232113 Expected Total MS Cnt: 0.220306 Backgound Scale: 1.00088. ITERATION NUMBER 982. Current Log-Posterior: 116123 Step Size: -55415.57201 Smoothing Hyper-parameters: 0.106032 0.116770 0.161298 0.215963 0.128548 0.085181 0.196844 Expected Total MS Cnt: 0.206737 Backgound Scale: 0.981003. ITERATION NUMBER 983. Current Log-Posterior: 150719 Step Size: 34596.39524 Smoothing Hyper-parameters: 0.093930 0.071711 0.133435 0.153606 0.233593 0.221441 0.132912 Expected Total MS Cnt: 1.14134 Backgound Scale: 1.01089. ITERATION NUMBER 984. Current Log-Posterior: 181115 Step Size: 30395.8919 Smoothing Hyper-parameters: 0.160743 0.101988 0.149661 0.165974 0.117136 0.355847 0.123696 Expected Total MS Cnt: 1.19669 Backgound Scale: 0.989862. ITERATION NUMBER 985. Current Log-Posterior: 117661 Step Size: -63454.02701 Smoothing Hyper-parameters: 0.222466 0.171817 0.170609 0.207587 0.119671 0.075243 0.184381 Expected Total MS Cnt: 1.86597 Backgound Scale: 0.997421. ITERATION NUMBER 986. Current Log-Posterior: 84427.2 Step Size: -33233.80073 Smoothing Hyper-parameters: 0.058270 0.232935 0.155742 0.045306 0.224646 0.205562 0.161243 Expected Total MS Cnt: 2.61789 Backgound Scale: 0.987169. ITERATION NUMBER 987. Current Log-Posterior: 233826 Step Size: 149398.3711 Smoothing Hyper-parameters: 0.128883 0.094413 0.182295 0.157861 0.114898 0.169320 0.132829 Expected Total MS Cnt: 5.17005 Backgound Scale: 0.994508. ITERATION NUMBER 988. Current Log-Posterior: 134212 Step Size: -99613.77287 Smoothing Hyper-parameters: 0.036299 0.075864 0.123252 0.188345 0.106926 0.278273 0.074551 Expected Total MS Cnt: 4.83658 Backgound Scale: 0.987718. ITERATION NUMBER 989. Current Log-Posterior: 382316 Step Size: 248104.6046 Smoothing Hyper-parameters: 0.138335 0.268950 0.068483 0.217655 0.168958 0.026531 0.095836 Expected Total MS Cnt: 7.08827 Backgound Scale: 1.00402. ITERATION NUMBER 990. Current Log-Posterior: 115930 Step Size: -266386.0863 Smoothing Hyper-parameters: 0.114898 0.217084 0.086677 0.049253 0.115213 0.229187 0.195001 Expected Total MS Cnt: 8.7469 Backgound Scale: 1.00238. ITERATION NUMBER 991. Current Log-Posterior: 137368 Step Size: 21437.96267 Smoothing Hyper-parameters: 0.169295 0.265863 0.176727 0.148453 0.155951 0.217257 0.125093 Expected Total MS Cnt: 3.24464 Backgound Scale: 0.999014. ITERATION NUMBER 992. Current Log-Posterior: 95358 Step Size: -42010.2739 Smoothing Hyper-parameters: 0.080816 0.128122 0.169044 0.107465 0.068708 0.155554 0.046099 Expected Total MS Cnt: 0.754698 Backgound Scale: 0.996521. ITERATION NUMBER 993. Current Log-Posterior: 184046 Step Size: 88688.31426 Smoothing Hyper-parameters: 0.205714 0.050864 0.138651 0.191675 0.092350 0.180483 0.071489 Expected Total MS Cnt: 2.28474 Backgound Scale: 0.994305. ITERATION NUMBER 994. Current Log-Posterior: 131598 Step Size: -52448.65959 Smoothing Hyper-parameters: 0.212477 0.272287 0.087943 0.230006 0.058144 0.202638 0.165245 Expected Total MS Cnt: 4.65821 Backgound Scale: 0.99529. ITERATION NUMBER 995. Current Log-Posterior: 85280 Step Size: -46317.60869 Smoothing Hyper-parameters: 0.171561 0.221211 0.136510 0.131805 0.097049 0.112887 0.076045 Expected Total MS Cnt: 0.90968 Backgound Scale: 1.00493. ITERATION NUMBER 996. Current Log-Posterior: 97502.6 Step Size: 12222.57641 Smoothing Hyper-parameters: 0.165611 0.178538 0.190874 0.221340 0.176517 0.156319 0.138617 Expected Total MS Cnt: 1.4506 Backgound Scale: 1.01609. ITERATION NUMBER 997. Current Log-Posterior: 101400 Step Size: 3897.380192 Smoothing Hyper-parameters: 0.138789 0.103900 0.148654 0.186319 0.336661 0.038412 0.176206 Expected Total MS Cnt: 2.5418 Backgound Scale: 1.00247. ITERATION NUMBER 998. Current Log-Posterior: 127989 Step Size: 26588.72791 Smoothing Hyper-parameters: 0.237567 0.092351 0.121911 0.240801 0.086954 0.195762 0.243317 Expected Total MS Cnt: 3.01333 Backgound Scale: 0.985868. ITERATION NUMBER 999. Current Log-Posterior: 96223.7 Step Size: -31765.02788 Smoothing Hyper-parameters: 0.139670 0.163809 0.050965 0.162354 0.158336 0.019871 0.285334 Expected Total MS Cnt: 1.62209 Backgound Scale: 1.00882. ITERATION NUMBER 1000. Current Log-Posterior: 126590 Step Size: 30366.00004 Smoothing Hyper-parameters: 0.217632 0.221704 0.309012 0.336428 0.086987 0.212847 0.058370 Expected Total MS Cnt: 0.158474 Backgound Scale: 0.986886. > movie(mcmc.sample)