cd /AstroCode/EMC2/Bayes-Image-Analysis_dvd_060818/ ## First copy simulated photons to "cnt.txt" and exepcted counts from phys model convolved with exposure*IntTime to "bkg.txt": cp ../PoisDatonPaddedIntTime539.X.060612.txt cnt.txt cp ../ModelDataPaddedSquishICSPionBremss1-1000GeVIntTime806.0.060912.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.log echo "Using starting src of:" >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.log head src.txt >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.log echo "Using PSF of:" >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.log head psf.txt >> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.log ## ##### Wrapper functions for C functions ## dyn.load( "bayes-image-analysis-060818.1.so" ) img <<- function(){ .C("bayes_image_analysis", map=double(1)) } run <- function(){ img() mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) image(mcmc.lgmean, main = " Posterior Mean, Log Scale") } movie <- function(x = mcmc.sample){ m <- length(x[1,1,]) k <- 0 for(i in 1:m){ image(log(x[,,i]), main="logscale movie") for(j in 1:100000) k<- k+1 } } # Now just type: run() movie(mcmc.sample) n EOF cp output.txt do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.output.txt ### mv dump.txt do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.dump.txt ### cp Rplots.ps do_emc2c1_SquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913b.plotmean.ps Using starting src of: 1. Using PSF of: 1 R : Copyright 2006, The R Foundation for Statistical Computing Version 2.3.1 (2006-06-01) ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ## > ##### Wrapper functions for C functions > ## > dyn.load( "bayes-image-analysis-060818.1.so" ) > > img <<- function(){ + .C("bayes_image_analysis", + map=double(1)) + } > > run <- function(){ + img() + mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) + mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) + mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) + image(mcmc.lgmean, main = " Posterior Mean, Log Scale") + } > > movie <- function(x = mcmc.sample){ + m <- length(x[1,1,]) + k <- 0 + for(i in 1:m){ + image(log(x[,,i]), main="logscale movie") + for(j in 1:100000) k<- k+1 + } + } > > # Now just type: > run() Code will run in posterior sampling mode. A scale parameter will be fit to the bkg model. The total number of Gibbs draws is 1000, every 10th draws will be saved. The model will be fit using the Multi Scale Prior. The data matrix is 128 by 128. The data file should contain a 2^7 by 2^7 matrix of counts. Starting Values for the smoothing parameter (alpha): Aggregation Level: 0, alpha: 3 (Full Data) Aggregation Level: 1, alpha: 4 Aggregation Level: 2, alpha: 5 Aggregation Level: 3, alpha: 6 Aggregation Level: 4, alpha: 7 Aggregation Level: 5, alpha: 8 Aggregation Level: 6, alpha: 10 (In the 2x2 table) The prior distribution on the total count from the multiscape component is Gamma(1.000000, 0.050000). The hyper-prior smoothing parameter (kappa 2) is 1000. ITERATION NUMBER 1. Current Log-Posterior: -73789.2 Smoothing Hyper-parameters: 0.457724 0.469857 0.402583 0.300619 0.178136 0.178090 0.073392 Expected Total MS Cnt: 2408.45 Backgound Scale: 0.577668. ITERATION NUMBER 2. Current Log-Posterior: 39855.9 Step Size: 113645.0237 Smoothing Hyper-parameters: 0.333705 0.404964 0.394037 0.304146 0.172725 0.163055 0.098024 Expected Total MS Cnt: 2035.16 Backgound Scale: 0.618501. ITERATION NUMBER 3. Current Log-Posterior: 52099.6 Step Size: 12243.75453 Smoothing Hyper-parameters: 0.294197 0.360575 0.367571 0.297412 0.182493 0.177912 0.094726 Expected Total MS Cnt: 1700.87 Backgound Scale: 0.642286. ITERATION NUMBER 4. Current Log-Posterior: 57605.8 Step Size: 5506.227748 Smoothing Hyper-parameters: 0.218069 0.339415 0.355224 0.260053 0.219121 0.202795 0.102748 Expected Total MS Cnt: 1344.8 Backgound Scale: 0.650145. ITERATION NUMBER 5. Current Log-Posterior: 73075.1 Step Size: 15469.2698 Smoothing Hyper-parameters: 0.209034 0.276853 0.315954 0.270133 0.213969 0.177604 0.104976 Expected Total MS Cnt: 1245.78 Backgound Scale: 0.663043. ITERATION NUMBER 6. Current Log-Posterior: 77185.5 Step Size: 4110.344801 Smoothing Hyper-parameters: 0.190572 0.258874 0.320427 0.282728 0.185055 0.167041 0.157270 Expected Total MS Cnt: 1133.79 Backgound Scale: 0.666331. ITERATION NUMBER 7. Current Log-Posterior: 84249.2 Step Size: 7063.716807 Smoothing Hyper-parameters: 0.141462 0.260755 0.285384 0.292616 0.181201 0.117569 0.180206 Expected Total MS Cnt: 917.417 Backgound Scale: 0.667793. ITERATION NUMBER 8. Current Log-Posterior: 105070 Step Size: 20821.13497 Smoothing Hyper-parameters: 0.125653 0.244653 0.268258 0.271506 0.148104 0.178484 0.075302 Expected Total MS Cnt: 787.045 Backgound Scale: 0.683432. ITERATION NUMBER 9. Current Log-Posterior: 117427 Step Size: 12356.63603 Smoothing Hyper-parameters: 0.145404 0.215467 0.280214 0.262336 0.203218 0.136824 0.080730 Expected Total MS Cnt: 717.905 Backgound Scale: 0.688661. ITERATION NUMBER 10. Current Log-Posterior: 107109 Step Size: -10317.6249 Smoothing Hyper-parameters: 0.123637 0.184224 0.245680 0.248675 0.226485 0.192749 0.054548 Expected Total MS Cnt: 584.892 Backgound Scale: 0.698889. ITERATION NUMBER 11. Current Log-Posterior: 122961 Step Size: 15851.6962 Smoothing Hyper-parameters: 0.160107 0.159933 0.213774 0.234340 0.218688 0.137171 0.089742 Expected Total MS Cnt: 545.017 Backgound Scale: 0.708763. ITERATION NUMBER 12. Current Log-Posterior: 103841 Step Size: -19120.0898 Smoothing Hyper-parameters: 0.143921 0.166825 0.211954 0.254045 0.190701 0.133049 0.079848 Expected Total MS Cnt: 501.167 Backgound Scale: 0.695807. ITERATION NUMBER 13. Current Log-Posterior: 112326 Step Size: 8485.417209 Smoothing Hyper-parameters: 0.052862 0.187998 0.175250 0.263111 0.200787 0.164016 0.120038 Expected Total MS Cnt: 468.359 Backgound Scale: 0.700484. ITERATION NUMBER 14. Current Log-Posterior: 252717 Step Size: 140390.4069 Smoothing Hyper-parameters: 0.098098 0.156688 0.202237 0.196024 0.180867 0.108426 0.121616 Expected Total MS Cnt: 434.701 Backgound Scale: 0.708809. ITERATION NUMBER 15. Current Log-Posterior: 150426 Step Size: -102290.6294 Smoothing Hyper-parameters: 0.101367 0.138682 0.200927 0.226269 0.161150 0.136442 0.134820 Expected Total MS Cnt: 413.271 Backgound Scale: 0.704616. ITERATION NUMBER 16. Current Log-Posterior: 150647 Step Size: 220.7669898 Smoothing Hyper-parameters: 0.096709 0.121912 0.221117 0.230605 0.159542 0.109323 0.114841 Expected Total MS Cnt: 393.96 Backgound Scale: 0.711012. ITERATION NUMBER 17. Current Log-Posterior: 157860 Step Size: 7212.966045 Smoothing Hyper-parameters: 0.105592 0.053938 0.168192 0.217958 0.203317 0.138854 0.112279 Expected Total MS Cnt: 315.869 Backgound Scale: 0.714407. ITERATION NUMBER 18. Current Log-Posterior: 177743 Step Size: 19883.49545 Smoothing Hyper-parameters: 0.061595 0.128701 0.149328 0.206190 0.182902 0.086317 0.100756 Expected Total MS Cnt: 315.371 Backgound Scale: 0.706369. ITERATION NUMBER 19. Current Log-Posterior: 228620 Step Size: 50876.76734 Smoothing Hyper-parameters: 0.015849 0.121460 0.173709 0.184509 0.205104 0.145341 0.110057 Expected Total MS Cnt: 264.565 Backgound Scale: 0.709506. ITERATION NUMBER 20. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.034450 0.128923 0.193487 0.215414 0.182561 0.161362 0.113191 Expected Total MS Cnt: 245.189 Backgound Scale: 0.710646. ITERATION NUMBER 21. Current Log-Posterior: 383680 Step Size: -inf Smoothing Hyper-parameters: 0.080667 0.114264 0.094966 0.164535 0.201471 0.121004 0.126052 Expected Total MS Cnt: 239.903 Backgound Scale: 0.716154. ITERATION NUMBER 22. Current Log-Posterior: 189168 Step Size: -194511.6432 Smoothing Hyper-parameters: 0.045207 0.130423 0.117495 0.170787 0.146561 0.106280 0.103052 Expected Total MS Cnt: 268.03 Backgound Scale: 0.724715. ITERATION NUMBER 23. Current Log-Posterior: 301900 Step Size: 112731.8724 Smoothing Hyper-parameters: 0.087375 0.177517 0.139275 0.172354 0.166690 0.127273 0.070940 Expected Total MS Cnt: 228.873 Backgound Scale: 0.724881. ITERATION NUMBER 24. Current Log-Posterior: 169360 Step Size: -132540.797 Smoothing Hyper-parameters: 0.055591 0.142924 0.148730 0.144021 0.137183 0.148037 0.087773 Expected Total MS Cnt: 215.313 Backgound Scale: 0.711041. ITERATION NUMBER 25. Current Log-Posterior: 249500 Step Size: 80140.23033 Smoothing Hyper-parameters: 0.092068 0.081273 0.122135 0.191749 0.157961 0.136175 0.096456 Expected Total MS Cnt: 193.214 Backgound Scale: 0.725947. ITERATION NUMBER 26. Current Log-Posterior: 180109 Step Size: -69391.06154 Smoothing Hyper-parameters: 0.113756 0.087314 0.135113 0.158628 0.171608 0.107197 0.072655 Expected Total MS Cnt: 164.751 Backgound Scale: 0.714195. ITERATION NUMBER 27. Current Log-Posterior: 152770 Step Size: -27339.13789 Smoothing Hyper-parameters: 0.026633 0.070695 0.127231 0.170210 0.158062 0.137412 0.089126 Expected Total MS Cnt: 158.603 Backgound Scale: 0.716562. ITERATION NUMBER 28. Current Log-Posterior: 505190 Step Size: 352419.9311 Smoothing Hyper-parameters: 0.076352 0.063736 0.109804 0.121004 0.199256 0.177739 0.119991 Expected Total MS Cnt: 154.326 Backgound Scale: 0.717052. ITERATION NUMBER 29. Current Log-Posterior: 218312 Step Size: -286877.9462 Smoothing Hyper-parameters: 0.074485 0.083225 0.149409 0.140160 0.143505 0.110870 0.117362 Expected Total MS Cnt: 153.443 Backgound Scale: 0.731159. ITERATION NUMBER 30. Current Log-Posterior: 208576 Step Size: -9735.166463 Smoothing Hyper-parameters: 0.093832 0.021835 0.185482 0.142841 0.169892 0.144456 0.119689 Expected Total MS Cnt: 136.184 Backgound Scale: 0.727081. ITERATION NUMBER 31. Current Log-Posterior: 276085 Step Size: 67508.76386 Smoothing Hyper-parameters: 0.035670 0.049327 0.113475 0.126193 0.132840 0.147279 0.118802 Expected Total MS Cnt: 115.625 Backgound Scale: 0.710595. ITERATION NUMBER 32. Current Log-Posterior: 418542 Step Size: 142457.1028 Smoothing Hyper-parameters: 0.128814 0.028806 0.136830 0.111437 0.165096 0.121184 0.137134 Expected Total MS Cnt: 115.799 Backgound Scale: 0.74266. ITERATION NUMBER 33. Current Log-Posterior: 208435 Step Size: -210107.4057 Smoothing Hyper-parameters: 0.009784 0.026484 0.126664 0.098245 0.156662 0.125782 0.047549 Expected Total MS Cnt: 91.8435 Backgound Scale: 0.722187. ITERATION NUMBER 34. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.092903 0.058529 0.126163 0.111203 0.182429 0.073752 0.138075 Expected Total MS Cnt: 90.0881 Backgound Scale: 0.723303. ITERATION NUMBER 35. Current Log-Posterior: 193297 Step Size: -inf Smoothing Hyper-parameters: 0.026600 0.062542 0.064620 0.070156 0.141705 0.161322 0.103594 Expected Total MS Cnt: 89.2523 Backgound Scale: 0.717275. ITERATION NUMBER 36. Current Log-Posterior: 524512 Step Size: 331214.1725 Smoothing Hyper-parameters: 0.046752 0.052978 0.042503 0.141701 0.147142 0.154499 0.100554 Expected Total MS Cnt: 94.4322 Backgound Scale: 0.730463. ITERATION NUMBER 37. Current Log-Posterior: 338095 Step Size: -186416.3509 Smoothing Hyper-parameters: 0.026994 0.088452 0.071637 0.104924 0.115216 0.109823 0.144875 Expected Total MS Cnt: 85.9702 Backgound Scale: 0.716935. ITERATION NUMBER 38. Current Log-Posterior: 496882 Step Size: 158786.793 Smoothing Hyper-parameters: 0.030406 0.073958 0.076915 0.078221 0.126062 0.133412 0.130839 Expected Total MS Cnt: 62.3008 Backgound Scale: 0.712102. ITERATION NUMBER 39. Current Log-Posterior: 455602 Step Size: -41280.33926 Smoothing Hyper-parameters: 0.033195 0.101733 0.024407 0.085837 0.139269 0.086991 0.051766 Expected Total MS Cnt: 64.2357 Backgound Scale: 0.716091. ITERATION NUMBER 40. Current Log-Posterior: 433136 Step Size: -22465.60622 Smoothing Hyper-parameters: 0.116907 0.074877 0.063810 0.082455 0.107518 0.148837 0.121870 Expected Total MS Cnt: 57.4626 Backgound Scale: 0.722611. ITERATION NUMBER 41. Current Log-Posterior: 163659 Step Size: -269477.4828 Smoothing Hyper-parameters: 0.052717 0.060466 0.049724 0.070127 0.143224 0.103929 0.075270 Expected Total MS Cnt: 78.1472 Backgound Scale: 0.725682. ITERATION NUMBER 42. Current Log-Posterior: 302658 Step Size: 138999.8412 Smoothing Hyper-parameters: 0.060317 0.035274 0.111878 0.156766 0.163876 0.136866 0.141650 Expected Total MS Cnt: 56.8846 Backgound Scale: 0.727804. ITERATION NUMBER 43. Current Log-Posterior: 299338 Step Size: -3320.010351 Smoothing Hyper-parameters: 0.054900 0.057330 0.061940 0.058751 0.170508 0.145053 0.130073 Expected Total MS Cnt: 44.9741 Backgound Scale: 0.726169. ITERATION NUMBER 44. Current Log-Posterior: 293050 Step Size: -6288.797113 Smoothing Hyper-parameters: 0.065242 0.024206 0.066229 0.109754 0.141748 0.158727 0.108409 Expected Total MS Cnt: 40.4201 Backgound Scale: 0.723263. ITERATION NUMBER 45. Current Log-Posterior: 330056 Step Size: 37006.72465 Smoothing Hyper-parameters: 0.074263 0.082639 0.050963 0.038874 0.142201 0.076931 0.086557 Expected Total MS Cnt: 41.7754 Backgound Scale: 0.718301. ITERATION NUMBER 46. Current Log-Posterior: 221642 Step Size: -108414.2729 Smoothing Hyper-parameters: 0.192516 0.099671 0.117557 0.114916 0.121582 0.043768 0.105635 Expected Total MS Cnt: 64.0684 Backgound Scale: 0.737265. ITERATION NUMBER 47. Current Log-Posterior: 108255 Step Size: -113387.5516 Smoothing Hyper-parameters: 0.098597 0.077933 0.115073 0.098433 0.016670 0.126839 0.111918 Expected Total MS Cnt: 61.3677 Backgound Scale: 0.71627. ITERATION NUMBER 48. Current Log-Posterior: 178748 Step Size: 70493.07636 Smoothing Hyper-parameters: 0.041290 0.013491 0.064868 0.127947 0.028600 0.091988 0.144992 Expected Total MS Cnt: 63.6813 Backgound Scale: 0.72533. ITERATION NUMBER 49. Current Log-Posterior: 538187 Step Size: 359439.8238 Smoothing Hyper-parameters: 0.100302 0.044999 0.095528 0.100663 0.177921 0.113722 0.157236 Expected Total MS Cnt: 46.8784 Backgound Scale: 0.731912. ITERATION NUMBER 50. Current Log-Posterior: 202255 Step Size: -335932.8547 Smoothing Hyper-parameters: 0.047516 0.069958 0.077256 0.107253 0.101267 0.169854 0.103556 Expected Total MS Cnt: 41.654 Backgound Scale: 0.72492. ITERATION NUMBER 51. Current Log-Posterior: 316803 Step Size: 114548.5259 Smoothing Hyper-parameters: 0.072000 0.110455 0.082260 0.093062 0.096932 0.115743 0.136379 Expected Total MS Cnt: 48.1453 Backgound Scale: 0.727628. ITERATION NUMBER 52. Current Log-Posterior: 211124 Step Size: -105679.3352 Smoothing Hyper-parameters: 0.134142 0.032312 0.072559 0.075448 0.086481 0.078748 0.148451 Expected Total MS Cnt: 56.2226 Backgound Scale: 0.728509. ITERATION NUMBER 53. Current Log-Posterior: 203121 Step Size: -8002.966685 Smoothing Hyper-parameters: 0.059479 0.073445 0.061828 0.093882 0.094537 0.081262 0.157030 Expected Total MS Cnt: 50.8906 Backgound Scale: 0.731556. ITERATION NUMBER 54. Current Log-Posterior: 264239 Step Size: 61117.7563 Smoothing Hyper-parameters: 0.101357 0.027266 0.091074 0.105509 0.080418 0.106620 0.115289 Expected Total MS Cnt: 50.4835 Backgound Scale: 0.72903. ITERATION NUMBER 55. Current Log-Posterior: 247568 Step Size: -16670.8646 Smoothing Hyper-parameters: 0.086765 0.105400 0.062119 0.061374 0.112549 0.159855 0.110543 Expected Total MS Cnt: 41.1055 Backgound Scale: 0.718521. ITERATION NUMBER 56. Current Log-Posterior: 188070 Step Size: -59497.21844 Smoothing Hyper-parameters: 0.034792 0.022309 0.030835 0.144553 0.126998 0.089870 0.148120 Expected Total MS Cnt: 53.7552 Backgound Scale: 0.716421. ITERATION NUMBER 57. Current Log-Posterior: 512076 Step Size: 324005.1975 Smoothing Hyper-parameters: 0.026369 0.039775 0.107566 0.054661 0.093661 0.119451 0.104688 Expected Total MS Cnt: 64.9234 Backgound Scale: 0.723897. ITERATION NUMBER 58. Current Log-Posterior: 560322 Step Size: 48246.03695 Smoothing Hyper-parameters: 0.060584 0.075419 0.107374 0.067038 0.129929 0.109972 0.122060 Expected Total MS Cnt: 48.0111 Backgound Scale: 0.726418. ITERATION NUMBER 59. Current Log-Posterior: 254031 Step Size: -306291.1594 Smoothing Hyper-parameters: 0.078094 0.053509 0.027692 0.084384 0.088119 0.111008 0.098860 Expected Total MS Cnt: 45.6404 Backgound Scale: 0.719091. ITERATION NUMBER 60. Current Log-Posterior: 246921 Step Size: -7109.147467 Smoothing Hyper-parameters: 0.078275 0.034176 0.076776 0.091027 0.127655 0.046501 0.099001 Expected Total MS Cnt: 41.6148 Backgound Scale: 0.728393. ITERATION NUMBER 61. Current Log-Posterior: 258890 Step Size: 11968.59916 Smoothing Hyper-parameters: 0.046816 0.035459 0.100374 0.079370 0.073299 0.106044 0.056484 Expected Total MS Cnt: 44.342 Backgound Scale: 0.722967. ITERATION NUMBER 62. Current Log-Posterior: 356453 Step Size: 97562.57819 Smoothing Hyper-parameters: 0.032802 0.079247 0.027916 0.032070 0.127174 0.115027 0.099282 Expected Total MS Cnt: 40.3266 Backgound Scale: 0.739999. ITERATION NUMBER 63. Current Log-Posterior: 444638 Step Size: 88185.37983 Smoothing Hyper-parameters: 0.068395 0.123511 0.057473 0.050518 0.068828 0.101877 0.121706 Expected Total MS Cnt: 45.8301 Backgound Scale: 0.728577. ITERATION NUMBER 64. Current Log-Posterior: 221681 Step Size: -222957.2407 Smoothing Hyper-parameters: 0.024533 0.098110 0.135479 0.112663 0.056286 0.099812 0.087594 Expected Total MS Cnt: 62.8708 Backgound Scale: 0.723471. ITERATION NUMBER 65. Current Log-Posterior: 542023 Step Size: 320341.8691 Smoothing Hyper-parameters: 0.043640 0.085965 0.103310 0.055438 0.117430 0.124371 0.086039 Expected Total MS Cnt: 44.6713 Backgound Scale: 0.739827. ITERATION NUMBER 66. Current Log-Posterior: 324064 Step Size: -217958.1778 Smoothing Hyper-parameters: 0.073192 0.033639 0.071644 0.137955 0.084162 0.059380 0.131887 Expected Total MS Cnt: 43.9256 Backgound Scale: 0.726211. ITERATION NUMBER 67. Current Log-Posterior: 269253 Step Size: -54811.33923 Smoothing Hyper-parameters: 0.023800 0.091370 0.028862 0.063092 0.108179 0.114255 0.138955 Expected Total MS Cnt: 36.101 Backgound Scale: 0.732945. ITERATION NUMBER 68. Current Log-Posterior: 580396 Step Size: 311143.0508 Smoothing Hyper-parameters: 0.019564 0.088236 0.104759 0.077913 0.074224 0.106145 0.044975 Expected Total MS Cnt: 44.2728 Backgound Scale: 0.719173. ITERATION NUMBER 69. Current Log-Posterior: 667111 Step Size: 86714.64907 Smoothing Hyper-parameters: 0.041326 0.040436 0.033008 0.115453 0.102371 0.116475 0.093240 Expected Total MS Cnt: 32.4258 Backgound Scale: 0.72904. ITERATION NUMBER 70. Current Log-Posterior: 395958 Step Size: -271152.8468 Smoothing Hyper-parameters: 0.087144 0.059379 0.103507 0.068198 0.088170 0.136128 0.151920 Expected Total MS Cnt: 36.6943 Backgound Scale: 0.720996. ITERATION NUMBER 71. Current Log-Posterior: 204196 Step Size: -191762.1556 Smoothing Hyper-parameters: 0.027682 0.080876 0.093020 0.040675 0.094210 0.070840 0.088727 Expected Total MS Cnt: 37.3775 Backgound Scale: 0.727184. ITERATION NUMBER 72. Current Log-Posterior: 488840 Step Size: 284644.4275 Smoothing Hyper-parameters: 0.026715 0.019967 0.076228 0.190330 0.053398 0.076512 0.042997 Expected Total MS Cnt: 37.7632 Backgound Scale: 0.720474. ITERATION NUMBER 73. Current Log-Posterior: 620804 Step Size: 131963.8952 Smoothing Hyper-parameters: 0.060040 0.030810 0.079743 0.096752 0.099102 0.081803 0.079284 Expected Total MS Cnt: 36.2366 Backgound Scale: 0.732023. ITERATION NUMBER 74. Current Log-Posterior: 314198 Step Size: -306606.5827 Smoothing Hyper-parameters: 0.044986 0.046316 0.038099 0.086791 0.021297 0.062073 0.063252 Expected Total MS Cnt: 39.3436 Backgound Scale: 0.734208. ITERATION NUMBER 75. Current Log-Posterior: 359672 Step Size: 45474.21153 Smoothing Hyper-parameters: 0.054990 0.023813 0.026670 0.089453 0.032742 0.113942 0.034678 Expected Total MS Cnt: 44.06 Backgound Scale: 0.729211. ITERATION NUMBER 76. Current Log-Posterior: 382557 Step Size: 22885.26154 Smoothing Hyper-parameters: 0.079651 0.078603 0.041914 0.114136 0.083494 0.099641 0.058822 Expected Total MS Cnt: 37.4267 Backgound Scale: 0.733877. ITERATION NUMBER 77. Current Log-Posterior: 215465 Step Size: -167091.5059 Smoothing Hyper-parameters: 0.068443 0.083726 0.018668 0.062147 0.056088 0.154898 0.052909 Expected Total MS Cnt: 53.7085 Backgound Scale: 0.721753. ITERATION NUMBER 78. Current Log-Posterior: 261091 Step Size: 45625.49205 Smoothing Hyper-parameters: 0.064089 0.084566 0.060930 0.069324 0.129124 0.119992 0.126519 Expected Total MS Cnt: 48.0424 Backgound Scale: 0.723414. ITERATION NUMBER 79. Current Log-Posterior: 247876 Step Size: -13214.6073 Smoothing Hyper-parameters: 0.025224 0.040487 0.098473 0.084207 0.071145 0.146887 0.163749 Expected Total MS Cnt: 46.8851 Backgound Scale: 0.732889. ITERATION NUMBER 80. Current Log-Posterior: 564091 Step Size: 316214.3688 Smoothing Hyper-parameters: 0.066912 0.039288 0.060020 0.078569 0.095549 0.127293 0.082834 Expected Total MS Cnt: 32.3545 Backgound Scale: 0.734064. ITERATION NUMBER 81. Current Log-Posterior: 274836 Step Size: -289254.5613 Smoothing Hyper-parameters: 0.082570 0.065126 0.056583 0.064437 0.123459 0.068962 0.087666 Expected Total MS Cnt: 28.918 Backgound Scale: 0.724524. ITERATION NUMBER 82. Current Log-Posterior: 214719 Step Size: -60117.35565 Smoothing Hyper-parameters: 0.043738 0.053342 0.040200 0.120247 0.095305 0.086676 0.118779 Expected Total MS Cnt: 32.8984 Backgound Scale: 0.727361. ITERATION NUMBER 83. Current Log-Posterior: 357709 Step Size: 142990.3587 Smoothing Hyper-parameters: 0.045794 0.080262 0.063587 0.066684 0.053291 0.033751 0.141708 Expected Total MS Cnt: 28.8355 Backgound Scale: 0.731797. ITERATION NUMBER 84. Current Log-Posterior: 319943 Step Size: -37765.95215 Smoothing Hyper-parameters: 0.074039 0.072107 0.062294 0.062630 0.055031 0.071325 0.131100 Expected Total MS Cnt: 26.7929 Backgound Scale: 0.724395. ITERATION NUMBER 85. Current Log-Posterior: 225063 Step Size: -94880.62841 Smoothing Hyper-parameters: 0.101481 0.060153 0.087485 0.079067 0.083691 0.120095 0.143788 Expected Total MS Cnt: 29.5071 Backgound Scale: 0.72767. ITERATION NUMBER 86. Current Log-Posterior: 186964 Step Size: -38098.68521 Smoothing Hyper-parameters: 0.127446 0.077467 0.137748 0.094542 0.043464 0.091953 0.083214 Expected Total MS Cnt: 31.2814 Backgound Scale: 0.740342. ITERATION NUMBER 87. Current Log-Posterior: 146435 Step Size: -40529.18309 Smoothing Hyper-parameters: 0.055531 0.091553 0.069927 0.124011 0.026427 0.106950 0.099140 Expected Total MS Cnt: 17.8104 Backgound Scale: 0.722782. ITERATION NUMBER 88. Current Log-Posterior: 267746 Step Size: 121311.6435 Smoothing Hyper-parameters: 0.021572 0.087929 0.032129 0.032340 0.102142 0.071066 0.116006 Expected Total MS Cnt: 19.8047 Backgound Scale: 0.728737. ITERATION NUMBER 89. Current Log-Posterior: 629455 Step Size: 361708.4781 Smoothing Hyper-parameters: 0.057151 0.042925 0.077919 0.032943 0.165281 0.046423 0.116832 Expected Total MS Cnt: 22.1903 Backgound Scale: 0.728869. ITERATION NUMBER 90. Current Log-Posterior: 302350 Step Size: -327104.8583 Smoothing Hyper-parameters: 0.111203 0.056640 0.110184 0.052845 0.048299 0.071057 0.164540 Expected Total MS Cnt: 17.5147 Backgound Scale: 0.726839. ITERATION NUMBER 91. Current Log-Posterior: 176527 Step Size: -125823.059 Smoothing Hyper-parameters: 0.036391 0.031729 0.092176 0.076808 0.040403 0.118393 0.135035 Expected Total MS Cnt: 20.5055 Backgound Scale: 0.745703. ITERATION NUMBER 92. Current Log-Posterior: 439155 Step Size: 262628.4289 Smoothing Hyper-parameters: 0.030433 0.083652 0.087481 0.144181 0.032259 0.080141 0.062714 Expected Total MS Cnt: 24.1241 Backgound Scale: 0.721376. ITERATION NUMBER 93. Current Log-Posterior: 449869 Step Size: 10713.90633 Smoothing Hyper-parameters: 0.115381 0.017679 0.074381 0.068727 0.126733 0.134488 0.079551 Expected Total MS Cnt: 13.1938 Backgound Scale: 0.725966. ITERATION NUMBER 94. Current Log-Posterior: 298486 Step Size: -151383.6595 Smoothing Hyper-parameters: 0.081705 0.089905 0.019956 0.096520 0.065897 0.046285 0.107023 Expected Total MS Cnt: 12.5908 Backgound Scale: 0.729802. ITERATION NUMBER 95. Current Log-Posterior: 229346 Step Size: -69139.93923 Smoothing Hyper-parameters: 0.081705 0.068631 0.098455 0.096470 0.052150 0.052246 0.164472 Expected Total MS Cnt: 10.6482 Backgound Scale: 0.742247. ITERATION NUMBER 96. Current Log-Posterior: 207536 Step Size: -21809.85545 Smoothing Hyper-parameters: 0.056751 0.106826 0.032354 0.100562 0.082260 0.068103 0.121958 Expected Total MS Cnt: 17.5195 Backgound Scale: 0.724569. ITERATION NUMBER 97. Current Log-Posterior: 273317 Step Size: 65781.16659 Smoothing Hyper-parameters: 0.071624 0.010446 0.037371 0.042953 0.117997 0.080793 0.111071 Expected Total MS Cnt: 21.8492 Backgound Scale: 0.741119. ITERATION NUMBER 98. Current Log-Posterior: 486179 Step Size: 212862.3269 Smoothing Hyper-parameters: 0.043238 0.034491 0.090023 0.076456 0.082186 0.119166 0.135888 Expected Total MS Cnt: 20.9501 Backgound Scale: 0.731011. ITERATION NUMBER 99. Current Log-Posterior: 383556 Step Size: -102622.8227 Smoothing Hyper-parameters: 0.095563 0.018673 0.064650 0.064873 0.089724 0.112026 0.131520 Expected Total MS Cnt: 21.8761 Backgound Scale: 0.739986. ITERATION NUMBER 100. Current Log-Posterior: 306863 Step Size: -76693.86926 Smoothing Hyper-parameters: 0.100605 0.082245 0.094385 0.099011 0.085307 0.015661 0.083665 Expected Total MS Cnt: 20.7611 Backgound Scale: 0.727949. ITERATION NUMBER 101. Current Log-Posterior: 172212 Step Size: -134651.0053 Smoothing Hyper-parameters: 0.071730 0.085658 0.147937 0.045055 0.091518 0.077989 0.083756 Expected Total MS Cnt: 18.6432 Backgound Scale: 0.726408. ITERATION NUMBER 102. Current Log-Posterior: 218981 Step Size: 46769.37189 Smoothing Hyper-parameters: 0.079376 0.039628 0.125455 0.111862 0.103382 0.095139 0.095104 Expected Total MS Cnt: 14.4837 Backgound Scale: 0.720749. ITERATION NUMBER 103. Current Log-Posterior: 237429 Step Size: 18447.60353 Smoothing Hyper-parameters: 0.098898 0.030513 0.043849 0.105954 0.084497 0.067226 0.079793 Expected Total MS Cnt: 22.5491 Backgound Scale: 0.7203. ITERATION NUMBER 104. Current Log-Posterior: 245464 Step Size: 8035.804957 Smoothing Hyper-parameters: 0.040861 0.094764 0.128795 0.065893 0.122983 0.089126 0.057549 Expected Total MS Cnt: 14.6011 Backgound Scale: 0.730555. ITERATION NUMBER 105. Current Log-Posterior: 339776 Step Size: 94311.65894 Smoothing Hyper-parameters: 0.117289 0.068647 0.119481 0.041528 0.105505 0.117600 0.104503 Expected Total MS Cnt: 19.5974 Backgound Scale: 0.724131. ITERATION NUMBER 106. Current Log-Posterior: 161401 Step Size: -178375.5376 Smoothing Hyper-parameters: 0.112512 0.081620 0.108761 0.131429 0.098175 0.090532 0.058795 Expected Total MS Cnt: 20.5722 Backgound Scale: 0.718319. ITERATION NUMBER 107. Current Log-Posterior: 158925 Step Size: -2475.942116 Smoothing Hyper-parameters: 0.051281 0.132692 0.070136 0.087295 0.128654 0.062891 0.100876 Expected Total MS Cnt: 18.3277 Backgound Scale: 0.735335. ITERATION NUMBER 108. Current Log-Posterior: 275750 Step Size: 116825.6228 Smoothing Hyper-parameters: 0.081364 0.027723 0.106355 0.069239 0.049862 0.070403 0.126081 Expected Total MS Cnt: 22.1013 Backgound Scale: 0.730175. ITERATION NUMBER 109. Current Log-Posterior: 271033 Step Size: -4716.855143 Smoothing Hyper-parameters: 0.091501 0.072639 0.058171 0.067433 0.071470 0.100768 0.095687 Expected Total MS Cnt: 29.4278 Backgound Scale: 0.732829. ITERATION NUMBER 110. Current Log-Posterior: 195495 Step Size: -75538.42488 Smoothing Hyper-parameters: 0.074331 0.103996 0.130602 0.062124 0.061093 0.032007 0.099818 Expected Total MS Cnt: 34.438 Backgound Scale: 0.735374. ITERATION NUMBER 111. Current Log-Posterior: 205564 Step Size: 10069.11371 Smoothing Hyper-parameters: 0.070500 0.105592 0.086153 0.128248 0.064344 0.093256 0.135570 Expected Total MS Cnt: 26.2223 Backgound Scale: 0.729314. ITERATION NUMBER 112. Current Log-Posterior: 215421 Step Size: 9856.941717 Smoothing Hyper-parameters: 0.042380 0.013010 0.107192 0.105369 0.114701 0.103966 0.100737 Expected Total MS Cnt: 23.7864 Backgound Scale: 0.737474. ITERATION NUMBER 113. Current Log-Posterior: 533553 Step Size: 318131.8636 Smoothing Hyper-parameters: 0.097702 0.088626 0.131835 0.036075 0.067741 0.091002 0.127075 Expected Total MS Cnt: 33.4244 Backgound Scale: 0.731722. ITERATION NUMBER 114. Current Log-Posterior: 174672 Step Size: -358880.8184 Smoothing Hyper-parameters: 0.105901 0.036457 0.080942 0.055668 0.098734 0.100256 0.069764 Expected Total MS Cnt: 25.1294 Backgound Scale: 0.729837. ITERATION NUMBER 115. Current Log-Posterior: 214226 Step Size: 39554.40863 Smoothing Hyper-parameters: 0.110308 0.056359 0.136259 0.064622 0.088686 0.067342 0.097778 Expected Total MS Cnt: 30.7774 Backgound Scale: 0.742063. ITERATION NUMBER 116. Current Log-Posterior: 177100 Step Size: -37126.07267 Smoothing Hyper-parameters: 0.008744 0.100991 0.067894 0.119119 0.084526 0.077642 0.115477 Expected Total MS Cnt: 26.6156 Backgound Scale: 0.720694. ITERATION NUMBER 117. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.080583 0.048759 0.077517 0.108862 0.120962 0.120378 0.066380 Expected Total MS Cnt: 26.0705 Backgound Scale: 0.738392. ITERATION NUMBER 118. Current Log-Posterior: 228191 Step Size: -inf Smoothing Hyper-parameters: 0.078296 0.098282 0.100893 0.120124 0.084950 0.133251 0.086262 Expected Total MS Cnt: 23.5391 Backgound Scale: 0.732666. ITERATION NUMBER 119. Current Log-Posterior: 200734 Step Size: -27456.79399 Smoothing Hyper-parameters: 0.101460 0.078819 0.069253 0.100809 0.105629 0.103133 0.125032 Expected Total MS Cnt: 26.9095 Backgound Scale: 0.732014. ITERATION NUMBER 120. Current Log-Posterior: 174906 Step Size: -25828.72641 Smoothing Hyper-parameters: 0.030039 0.077847 0.057609 0.128180 0.045135 0.050568 0.135068 Expected Total MS Cnt: 21.169 Backgound Scale: 0.729737. ITERATION NUMBER 121. Current Log-Posterior: 466563 Step Size: 291657.2569 Smoothing Hyper-parameters: 0.087327 0.085555 0.110238 0.119666 0.039447 0.160649 0.054708 Expected Total MS Cnt: 28.1662 Backgound Scale: 0.720744. ITERATION NUMBER 122. Current Log-Posterior: 186696 Step Size: -279867.1042 Smoothing Hyper-parameters: 0.028173 0.172526 0.049442 0.032021 0.090774 0.107813 0.040796 Expected Total MS Cnt: 22.868 Backgound Scale: 0.736593. ITERATION NUMBER 123. Current Log-Posterior: 476124 Step Size: 289428.0248 Smoothing Hyper-parameters: 0.043245 0.043025 0.047633 0.038585 0.073250 0.138565 0.086676 Expected Total MS Cnt: 17.8144 Backgound Scale: 0.738605. ITERATION NUMBER 124. Current Log-Posterior: 377058 Step Size: -99066.25642 Smoothing Hyper-parameters: 0.116963 0.052109 0.090372 0.063041 0.041337 0.054261 0.080134 Expected Total MS Cnt: 15.2553 Backgound Scale: 0.723787. ITERATION NUMBER 125. Current Log-Posterior: 175183 Step Size: -201874.7593 Smoothing Hyper-parameters: 0.085435 0.124812 0.066139 0.062948 0.127506 0.061790 0.124892 Expected Total MS Cnt: 16.4414 Backgound Scale: 0.723371. ITERATION NUMBER 126. Current Log-Posterior: 185141 Step Size: 9958.545832 Smoothing Hyper-parameters: 0.092322 0.066293 0.039862 0.132182 0.060959 0.130998 0.111049 Expected Total MS Cnt: 18.5324 Backgound Scale: 0.736222. ITERATION NUMBER 127. Current Log-Posterior: 202429 Step Size: 17287.83669 Smoothing Hyper-parameters: 0.094118 0.078788 0.035470 0.044589 0.082957 0.156768 0.070233 Expected Total MS Cnt: 16.351 Backgound Scale: 0.722717. ITERATION NUMBER 128. Current Log-Posterior: 195994 Step Size: -6435.295197 Smoothing Hyper-parameters: 0.088648 0.048377 0.028618 0.073008 0.030998 0.122600 0.094100 Expected Total MS Cnt: 13.6132 Backgound Scale: 0.733169. ITERATION NUMBER 129. Current Log-Posterior: 234739 Step Size: 38744.71623 Smoothing Hyper-parameters: 0.078291 0.062853 0.047413 0.084245 0.068005 0.104692 0.146300 Expected Total MS Cnt: 15.5574 Backgound Scale: 0.725289. ITERATION NUMBER 130. Current Log-Posterior: 226375 Step Size: -8364.027394 Smoothing Hyper-parameters: 0.122978 0.011625 0.084806 0.011630 0.121455 0.096048 0.128816 Expected Total MS Cnt: 20.6063 Backgound Scale: 0.73987. ITERATION NUMBER 131. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.106349 0.078384 0.103119 0.095070 0.071293 0.105851 0.095704 Expected Total MS Cnt: 12.2553 Backgound Scale: 0.735682. ITERATION NUMBER 132. Current Log-Posterior: 166121 Step Size: -inf Smoothing Hyper-parameters: 0.134862 0.108221 0.063216 0.051052 0.073710 0.120088 0.098651 Expected Total MS Cnt: 20.8609 Backgound Scale: 0.722731. ITERATION NUMBER 133. Current Log-Posterior: 140574 Step Size: -25547.53002 Smoothing Hyper-parameters: 0.032947 0.041179 0.117896 0.074141 0.112347 0.096630 0.136320 Expected Total MS Cnt: 14.9904 Backgound Scale: 0.73336. ITERATION NUMBER 134. Current Log-Posterior: 455011 Step Size: 314437.4087 Smoothing Hyper-parameters: 0.057525 0.101677 0.121112 0.094215 0.064212 0.103019 0.070913 Expected Total MS Cnt: 24.9455 Backgound Scale: 0.73387. ITERATION NUMBER 135. Current Log-Posterior: 254789 Step Size: -200222.0592 Smoothing Hyper-parameters: 0.076303 0.029033 0.058109 0.086553 0.065818 0.104937 0.166206 Expected Total MS Cnt: 16.0388 Backgound Scale: 0.731385. ITERATION NUMBER 136. Current Log-Posterior: 282694 Step Size: 27904.9508 Smoothing Hyper-parameters: 0.055602 0.086742 0.103667 0.089488 0.038909 0.064325 0.091138 Expected Total MS Cnt: 14.6857 Backgound Scale: 0.731814. ITERATION NUMBER 137. Current Log-Posterior: 271134 Step Size: -11559.82317 Smoothing Hyper-parameters: 0.154737 0.037648 0.084820 0.040105 0.041346 0.082903 0.125944 Expected Total MS Cnt: 11.517 Backgound Scale: 0.732146. ITERATION NUMBER 138. Current Log-Posterior: 174783 Step Size: -96351.61209 Smoothing Hyper-parameters: 0.082765 0.044923 0.126506 0.078638 0.074094 0.138605 0.096254 Expected Total MS Cnt: 21.3693 Backgound Scale: 0.726169. ITERATION NUMBER 139. Current Log-Posterior: 226672 Step Size: 51889.15076 Smoothing Hyper-parameters: 0.068479 0.063515 0.071558 0.094100 0.071555 0.028321 0.070999 Expected Total MS Cnt: 22.2882 Backgound Scale: 0.727555. ITERATION NUMBER 140. Current Log-Posterior: 240487 Step Size: 13815.15577 Smoothing Hyper-parameters: 0.123783 0.068237 0.026588 0.094477 0.058579 0.097861 0.107589 Expected Total MS Cnt: 20.1348 Backgound Scale: 0.719236. ITERATION NUMBER 141. Current Log-Posterior: 177436 Step Size: -63051.52656 Smoothing Hyper-parameters: 0.159683 0.076079 0.043812 0.148935 0.027965 0.117452 0.172120 Expected Total MS Cnt: 19.4574 Backgound Scale: 0.745938. ITERATION NUMBER 142. Current Log-Posterior: 142206 Step Size: -35229.62385 Smoothing Hyper-parameters: 0.023082 0.033875 0.127279 0.051884 0.054277 0.076071 0.148019 Expected Total MS Cnt: 18.4903 Backgound Scale: 0.733083. ITERATION NUMBER 143. Current Log-Posterior: 631650 Step Size: 489444.4202 Smoothing Hyper-parameters: 0.162505 0.078126 0.089704 0.066382 0.174472 0.075433 0.090093 Expected Total MS Cnt: 20.3893 Backgound Scale: 0.736875. ITERATION NUMBER 144. Current Log-Posterior: 129214 Step Size: -502436.1216 Smoothing Hyper-parameters: 0.049170 0.124541 0.039748 0.122365 0.131761 0.118827 0.069343 Expected Total MS Cnt: 13.8895 Backgound Scale: 0.735677. ITERATION NUMBER 145. Current Log-Posterior: 294159 Step Size: 164944.7009 Smoothing Hyper-parameters: 0.066775 0.014170 0.024720 0.116450 0.049892 0.045488 0.111727 Expected Total MS Cnt: 20.7027 Backgound Scale: 0.724459. ITERATION NUMBER 146. Current Log-Posterior: 437716 Step Size: 143556.9104 Smoothing Hyper-parameters: 0.103605 0.072158 0.026357 0.069841 0.124687 0.052066 0.127888 Expected Total MS Cnt: 18.5002 Backgound Scale: 0.734035. ITERATION NUMBER 147. Current Log-Posterior: 196988 Step Size: -240728.1987 Smoothing Hyper-parameters: 0.072810 0.061554 0.059006 0.116802 0.089151 0.067745 0.071437 Expected Total MS Cnt: 18.8551 Backgound Scale: 0.739777. ITERATION NUMBER 148. Current Log-Posterior: 234401 Step Size: 37413.42156 Smoothing Hyper-parameters: 0.087019 0.106067 0.133500 0.105665 0.099293 0.133671 0.095069 Expected Total MS Cnt: 25.1229 Backgound Scale: 0.727115. ITERATION NUMBER 149. Current Log-Posterior: 178930 Step Size: -55471.28796 Smoothing Hyper-parameters: 0.081490 0.136497 0.081904 0.051467 0.099856 0.073877 0.108038 Expected Total MS Cnt: 11.271 Backgound Scale: 0.720165. ITERATION NUMBER 150. Current Log-Posterior: 188092 Step Size: 9162.60209 Smoothing Hyper-parameters: 0.012603 0.025210 0.065720 0.088799 0.116178 0.120641 0.120865 Expected Total MS Cnt: 14.0519 Backgound Scale: 0.722354. ITERATION NUMBER 151. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.066532 0.100973 0.037412 0.104558 0.113114 0.124029 0.142929 Expected Total MS Cnt: 10.7784 Backgound Scale: 0.73615. ITERATION NUMBER 152. Current Log-Posterior: 238343 Step Size: -inf Smoothing Hyper-parameters: 0.019699 0.080854 0.049760 0.092376 0.111228 0.063542 0.062250 Expected Total MS Cnt: 12.4226 Backgound Scale: 0.736268. ITERATION NUMBER 153. Current Log-Posterior: 677955 Step Size: 439612.3339 Smoothing Hyper-parameters: 0.075774 0.059431 0.033930 0.119995 0.047263 0.134848 0.116126 Expected Total MS Cnt: 9.51065 Backgound Scale: 0.723951. ITERATION NUMBER 154. Current Log-Posterior: 239239 Step Size: -438716.5189 Smoothing Hyper-parameters: 0.006173 0.057815 0.080029 0.075103 0.076108 0.150769 0.064472 Expected Total MS Cnt: 7.31069 Backgound Scale: 0.736239. ITERATION NUMBER 155. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.041407 0.022412 0.074544 0.058222 0.110395 0.116662 0.064873 Expected Total MS Cnt: 5.49907 Backgound Scale: 0.725301. ITERATION NUMBER 156. Current Log-Posterior: 441847 Step Size: -inf Smoothing Hyper-parameters: 0.110852 0.142263 0.164990 0.105724 0.086956 0.068295 0.115942 Expected Total MS Cnt: 7.54722 Backgound Scale: 0.726409. ITERATION NUMBER 157. Current Log-Posterior: 143399 Step Size: -298448.5267 Smoothing Hyper-parameters: 0.067225 0.123381 0.100458 0.099347 0.086956 0.118556 0.103188 Expected Total MS Cnt: 6.45936 Backgound Scale: 0.733994. ITERATION NUMBER 158. Current Log-Posterior: 218437 Step Size: 75037.85379 Smoothing Hyper-parameters: 0.107546 0.047344 0.073132 0.105669 0.054408 0.024097 0.087594 Expected Total MS Cnt: 8.45475 Backgound Scale: 0.74061. ITERATION NUMBER 159. Current Log-Posterior: 195615 Step Size: -22822.01266 Smoothing Hyper-parameters: 0.064283 0.101127 0.054264 0.159152 0.033741 0.081593 0.038072 Expected Total MS Cnt: 6.6816 Backgound Scale: 0.720866. ITERATION NUMBER 160. Current Log-Posterior: 239984 Step Size: 44369.6999 Smoothing Hyper-parameters: 0.096152 0.098754 0.095324 0.051310 0.063044 0.031633 0.100309 Expected Total MS Cnt: 11.2886 Backgound Scale: 0.733234. ITERATION NUMBER 161. Current Log-Posterior: 173126 Step Size: -66858.44898 Smoothing Hyper-parameters: 0.067527 0.103527 0.048987 0.087677 0.051952 0.022411 0.075079 Expected Total MS Cnt: 11.3484 Backgound Scale: 0.730228. ITERATION NUMBER 162. Current Log-Posterior: 231113 Step Size: 57987.56081 Smoothing Hyper-parameters: 0.068682 0.061571 0.044943 0.086321 0.078789 0.021497 0.060300 Expected Total MS Cnt: 11.6625 Backgound Scale: 0.724426. ITERATION NUMBER 163. Current Log-Posterior: 248784 Step Size: 17670.53046 Smoothing Hyper-parameters: 0.064831 0.097664 0.048326 0.064737 0.058039 0.151573 0.106473 Expected Total MS Cnt: 6.8021 Backgound Scale: 0.736571. ITERATION NUMBER 164. Current Log-Posterior: 237888 Step Size: -10896.49696 Smoothing Hyper-parameters: 0.091179 0.082813 0.157536 0.124464 0.034543 0.157669 0.034333 Expected Total MS Cnt: 7.13751 Backgound Scale: 0.727298. ITERATION NUMBER 165. Current Log-Posterior: 181262 Step Size: -56625.09221 Smoothing Hyper-parameters: 0.128849 0.058064 0.058308 0.070860 0.047207 0.076506 0.105022 Expected Total MS Cnt: 10.315 Backgound Scale: 0.738611. ITERATION NUMBER 166. Current Log-Posterior: 166212 Step Size: -15050.00904 Smoothing Hyper-parameters: 0.042730 0.072766 0.101132 0.143832 0.125738 0.066343 0.108180 Expected Total MS Cnt: 9.99588 Backgound Scale: 0.739032. ITERATION NUMBER 167. Current Log-Posterior: 338425 Step Size: 172212.5654 Smoothing Hyper-parameters: 0.113592 0.078709 0.040070 0.062725 0.089583 0.061381 0.085374 Expected Total MS Cnt: 9.50272 Backgound Scale: 0.728232. ITERATION NUMBER 168. Current Log-Posterior: 172749 Step Size: -165675.5907 Smoothing Hyper-parameters: 0.050495 0.064735 0.068100 0.097495 0.054698 0.039488 0.084786 Expected Total MS Cnt: 12.3909 Backgound Scale: 0.733511. ITERATION NUMBER 169. Current Log-Posterior: 305103 Step Size: 132353.4615 Smoothing Hyper-parameters: 0.106689 0.022369 0.084446 0.049416 0.105537 0.063460 0.122310 Expected Total MS Cnt: 4.13924 Backgound Scale: 0.720525. ITERATION NUMBER 170. Current Log-Posterior: 267464 Step Size: -37638.8227 Smoothing Hyper-parameters: 0.133274 0.147011 0.094178 0.093878 0.057007 0.076233 0.059823 Expected Total MS Cnt: 14.5774 Backgound Scale: 0.719777. ITERATION NUMBER 171. Current Log-Posterior: 126578 Step Size: -140886.3721 Smoothing Hyper-parameters: 0.068043 0.047443 0.100445 0.064816 0.038080 0.123569 0.064694 Expected Total MS Cnt: 12.7967 Backgound Scale: 0.734496. ITERATION NUMBER 172. Current Log-Posterior: 256762 Step Size: 130184.0439 Smoothing Hyper-parameters: 0.096373 0.048627 0.016751 0.056613 0.087145 0.058465 0.080012 Expected Total MS Cnt: 8.62012 Backgound Scale: 0.732929. ITERATION NUMBER 173. Current Log-Posterior: 238498 Step Size: -18263.27729 Smoothing Hyper-parameters: 0.090812 0.120591 0.156825 0.113579 0.042792 0.148148 0.051734 Expected Total MS Cnt: 17.2901 Backgound Scale: 0.743759. ITERATION NUMBER 174. Current Log-Posterior: 167901 Step Size: -70597.046 Smoothing Hyper-parameters: 0.099573 0.076050 0.067975 0.107432 0.076856 0.097962 0.144190 Expected Total MS Cnt: 9.6127 Backgound Scale: 0.729118. ITERATION NUMBER 175. Current Log-Posterior: 178053 Step Size: 10151.69015 Smoothing Hyper-parameters: 0.033314 0.091681 0.085935 0.185664 0.018832 0.097449 0.117314 Expected Total MS Cnt: 5.91408 Backgound Scale: 0.732211. ITERATION NUMBER 176. Current Log-Posterior: 416200 Step Size: 238146.4888 Smoothing Hyper-parameters: 0.009860 0.093885 0.061177 0.075630 0.055916 0.081265 0.099357 Expected Total MS Cnt: 12.6655 Backgound Scale: 0.73165. ITERATION NUMBER 177. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.065442 0.090805 0.036392 0.078128 0.082407 0.063038 0.079972 Expected Total MS Cnt: 13.1258 Backgound Scale: 0.727453. ITERATION NUMBER 178. Current Log-Posterior: 247150 Step Size: -inf Smoothing Hyper-parameters: 0.056912 0.049939 0.116069 0.111664 0.098156 0.124513 0.107337 Expected Total MS Cnt: 7.88691 Backgound Scale: 0.731797. ITERATION NUMBER 179. Current Log-Posterior: 282329 Step Size: 35178.09984 Smoothing Hyper-parameters: 0.089451 0.098106 0.067126 0.087317 0.034020 0.032650 0.124899 Expected Total MS Cnt: 12.49 Backgound Scale: 0.733573. ITERATION NUMBER 180. Current Log-Posterior: 186592 Step Size: -95736.68957 Smoothing Hyper-parameters: 0.055957 0.091951 0.107737 0.043327 0.051440 0.048523 0.065377 Expected Total MS Cnt: 5.00212 Backgound Scale: 0.728198. ITERATION NUMBER 181. Current Log-Posterior: 264263 Step Size: 77671.59248 Smoothing Hyper-parameters: 0.059999 0.030563 0.074234 0.021117 0.078174 0.145234 0.062984 Expected Total MS Cnt: 4.80828 Backgound Scale: 0.735228. ITERATION NUMBER 182. Current Log-Posterior: 324393 Step Size: 60129.19184 Smoothing Hyper-parameters: 0.051761 0.057955 0.110117 0.093692 0.070692 0.092709 0.064917 Expected Total MS Cnt: 5.56882 Backgound Scale: 0.722191. ITERATION NUMBER 183. Current Log-Posterior: 298318 Step Size: -26074.55935 Smoothing Hyper-parameters: 0.040659 0.056570 0.110139 0.031757 0.092470 0.055098 0.121334 Expected Total MS Cnt: 6.06253 Backgound Scale: 0.736677. ITERATION NUMBER 184. Current Log-Posterior: 360597 Step Size: 62278.83734 Smoothing Hyper-parameters: 0.047034 0.109201 0.073961 0.060637 0.071242 0.029672 0.053483 Expected Total MS Cnt: 5.33492 Backgound Scale: 0.740754. ITERATION NUMBER 185. Current Log-Posterior: 306131 Step Size: -54466.27184 Smoothing Hyper-parameters: 0.035334 0.055378 0.122599 0.061998 0.086727 0.117693 0.049942 Expected Total MS Cnt: 4.64431 Backgound Scale: 0.73559. ITERATION NUMBER 186. Current Log-Posterior: 413407 Step Size: 107276.5903 Smoothing Hyper-parameters: 0.042049 0.031801 0.067631 0.112075 0.027399 0.080778 0.036078 Expected Total MS Cnt: 3.32012 Backgound Scale: 0.723331. ITERATION NUMBER 187. Current Log-Posterior: 397036 Step Size: -16370.87549 Smoothing Hyper-parameters: 0.091167 0.060998 0.110374 0.007473 0.043683 0.034873 0.043830 Expected Total MS Cnt: 3.62797 Backgound Scale: 0.736691. ITERATION NUMBER 188. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.154689 0.028497 0.104181 0.017965 0.092476 0.076517 0.075149 Expected Total MS Cnt: 2.44801 Backgound Scale: 0.729732. ITERATION NUMBER 189. Current Log-Posterior: 207165 Step Size: -inf Smoothing Hyper-parameters: 0.070591 0.032504 0.046689 0.081920 0.089475 0.039163 0.011910 Expected Total MS Cnt: 3.06667 Backgound Scale: 0.726019. ITERATION NUMBER 190. Current Log-Posterior: 287596 Step Size: 80431.15006 Smoothing Hyper-parameters: 0.058445 0.102266 0.062283 0.056078 0.086256 0.102893 0.131725 Expected Total MS Cnt: 4.17073 Backgound Scale: 0.735705. ITERATION NUMBER 191. Current Log-Posterior: 256356 Step Size: -31240.13647 Smoothing Hyper-parameters: 0.091164 0.095567 0.090989 0.152196 0.050261 0.119298 0.133890 Expected Total MS Cnt: 4.87466 Backgound Scale: 0.733453. ITERATION NUMBER 192. Current Log-Posterior: 179212 Step Size: -77143.74658 Smoothing Hyper-parameters: 0.063598 0.028866 0.026981 0.080520 0.073469 0.078443 0.112720 Expected Total MS Cnt: 6.86618 Backgound Scale: 0.728483. ITERATION NUMBER 193. Current Log-Posterior: 326983 Step Size: 147770.7669 Smoothing Hyper-parameters: 0.090275 0.077445 0.029199 0.023520 0.085173 0.045649 0.015415 Expected Total MS Cnt: 8.22689 Backgound Scale: 0.735515. ITERATION NUMBER 194. Current Log-Posterior: 215939 Step Size: -111044.1896 Smoothing Hyper-parameters: 0.037916 0.100748 0.085952 0.039951 0.127584 0.097378 0.018809 Expected Total MS Cnt: 3.4984 Backgound Scale: 0.725318. ITERATION NUMBER 195. Current Log-Posterior: 367652 Step Size: 151712.5952 Smoothing Hyper-parameters: 0.045025 0.087194 0.057926 0.040204 0.086248 0.094335 0.074411 Expected Total MS Cnt: 3.68808 Backgound Scale: 0.728693. ITERATION NUMBER 196. Current Log-Posterior: 322404 Step Size: -45247.57794 Smoothing Hyper-parameters: 0.105234 0.076170 0.086319 0.062472 0.095222 0.072259 0.069938 Expected Total MS Cnt: 3.00208 Backgound Scale: 0.737371. ITERATION NUMBER 197. Current Log-Posterior: 169223 Step Size: -153181.0794 Smoothing Hyper-parameters: 0.123022 0.097764 0.073972 0.117616 0.120681 0.050376 0.117297 Expected Total MS Cnt: 4.4794 Backgound Scale: 0.726773. ITERATION NUMBER 198. Current Log-Posterior: 146725 Step Size: -22498.15307 Smoothing Hyper-parameters: 0.068125 0.096777 0.022739 0.108994 0.083253 0.061565 0.115080 Expected Total MS Cnt: 7.18705 Backgound Scale: 0.73409. ITERATION NUMBER 199. Current Log-Posterior: 249768 Step Size: 103043.4135 Smoothing Hyper-parameters: 0.079574 0.075194 0.120794 0.083128 0.131022 0.105401 0.094177 Expected Total MS Cnt: 1.67672 Backgound Scale: 0.718445. ITERATION NUMBER 200. Current Log-Posterior: 205913 Step Size: -43855.2501 Smoothing Hyper-parameters: 0.043240 0.106067 0.148116 0.093808 0.077117 0.070299 0.125269 Expected Total MS Cnt: 6.65385 Backgound Scale: 0.722424. ITERATION NUMBER 201. Current Log-Posterior: 319158 Step Size: 113244.7779 Smoothing Hyper-parameters: 0.130400 0.057737 0.040604 0.124299 0.027291 0.077789 0.087247 Expected Total MS Cnt: 6.46188 Backgound Scale: 0.734425. ITERATION NUMBER 202. Current Log-Posterior: 170650 Step Size: -148507.3755 Smoothing Hyper-parameters: 0.089117 0.127625 0.080211 0.128649 0.024052 0.093459 0.057027 Expected Total MS Cnt: 9.74162 Backgound Scale: 0.724154. ITERATION NUMBER 203. Current Log-Posterior: 175542 Step Size: 4891.287964 Smoothing Hyper-parameters: 0.057088 0.017880 0.099712 0.010555 0.084095 0.116604 0.040898 Expected Total MS Cnt: 7.41653 Backgound Scale: 0.738068. ITERATION NUMBER 204. Current Log-Posterior: 408736 Step Size: 233194.0162 Smoothing Hyper-parameters: 0.126048 0.084027 0.021502 0.010137 0.046051 0.049371 0.041002 Expected Total MS Cnt: 7.48564 Backgound Scale: 0.736977. ITERATION NUMBER 205. Current Log-Posterior: 193617 Step Size: -215118.8077 Smoothing Hyper-parameters: 0.055901 0.063660 0.094223 0.087634 0.091361 0.091104 0.112482 Expected Total MS Cnt: 8.21501 Backgound Scale: 0.730888. ITERATION NUMBER 206. Current Log-Posterior: 277213 Step Size: 83596.46289 Smoothing Hyper-parameters: 0.038573 0.103765 0.087763 0.066491 0.082367 0.076499 0.031135 Expected Total MS Cnt: 6.22706 Backgound Scale: 0.729045. ITERATION NUMBER 207. Current Log-Posterior: 358836 Step Size: 81622.24473 Smoothing Hyper-parameters: 0.078021 0.099514 0.028068 0.059131 0.112061 0.073087 0.054112 Expected Total MS Cnt: 10.9198 Backgound Scale: 0.737072. ITERATION NUMBER 208. Current Log-Posterior: 221287 Step Size: -137549.0069 Smoothing Hyper-parameters: 0.013457 0.045449 0.054575 0.099850 0.071958 0.095855 0.079370 Expected Total MS Cnt: 15.7828 Backgound Scale: 0.735241. ITERATION NUMBER 209. Current Log-Posterior: 992781 Step Size: 771494.1829 Smoothing Hyper-parameters: 0.054612 0.038197 0.016163 0.066940 0.048318 0.064790 0.119205 Expected Total MS Cnt: 12.4223 Backgound Scale: 0.730361. ITERATION NUMBER 210. Current Log-Posterior: 355047 Step Size: -637733.9448 Smoothing Hyper-parameters: 0.046553 0.046178 0.020374 0.134796 0.066281 0.075371 0.077485 Expected Total MS Cnt: 9.47261 Backgound Scale: 0.73438. ITERATION NUMBER 211. Current Log-Posterior: 369060 Step Size: 14013.58347 Smoothing Hyper-parameters: 0.037798 0.067071 0.101794 0.075783 0.039851 0.120338 0.101743 Expected Total MS Cnt: 14.1881 Backgound Scale: 0.735301. ITERATION NUMBER 212. Current Log-Posterior: 375791 Step Size: 6731.121353 Smoothing Hyper-parameters: 0.135711 0.075703 0.029066 0.053641 0.097539 0.032850 0.124475 Expected Total MS Cnt: 18.7454 Backgound Scale: 0.731132. ITERATION NUMBER 213. Current Log-Posterior: 165039 Step Size: -210752.848 Smoothing Hyper-parameters: 0.081993 0.114455 0.023343 0.053930 0.091913 0.180040 0.077008 Expected Total MS Cnt: 16.0772 Backgound Scale: 0.720667. ITERATION NUMBER 214. Current Log-Posterior: 216474 Step Size: 51434.96031 Smoothing Hyper-parameters: 0.119958 0.076634 0.043989 0.099135 0.066782 0.081981 0.067522 Expected Total MS Cnt: 12.3861 Backgound Scale: 0.738203. ITERATION NUMBER 215. Current Log-Posterior: 165881 Step Size: -50593.00845 Smoothing Hyper-parameters: 0.070527 0.053908 0.162607 0.049596 0.117094 0.091317 0.072717 Expected Total MS Cnt: 12.9212 Backgound Scale: 0.733575. ITERATION NUMBER 216. Current Log-Posterior: 243029 Step Size: 77148.63016 Smoothing Hyper-parameters: 0.082670 0.046347 0.082612 0.020311 0.094455 0.145149 0.109571 Expected Total MS Cnt: 13.225 Backgound Scale: 0.723495. ITERATION NUMBER 217. Current Log-Posterior: 234155 Step Size: -8874.437603 Smoothing Hyper-parameters: 0.022705 0.108867 0.022877 0.109638 0.073167 0.086611 0.080734 Expected Total MS Cnt: 10.6937 Backgound Scale: 0.71811. ITERATION NUMBER 218. Current Log-Posterior: 604790 Step Size: 370635.6976 Smoothing Hyper-parameters: 0.076937 0.080779 0.056982 0.044895 0.114016 0.116064 0.096899 Expected Total MS Cnt: 5.92438 Backgound Scale: 0.731383. ITERATION NUMBER 219. Current Log-Posterior: 215974 Step Size: -388816.9323 Smoothing Hyper-parameters: 0.104006 0.135479 0.030304 0.064881 0.100938 0.079326 0.063970 Expected Total MS Cnt: 10.0315 Backgound Scale: 0.732544. ITERATION NUMBER 220. Current Log-Posterior: 171065 Step Size: -44908.87151 Smoothing Hyper-parameters: 0.044785 0.031713 0.104616 0.020089 0.099793 0.067214 0.036292 Expected Total MS Cnt: 12.2285 Backgound Scale: 0.73767. ITERATION NUMBER 221. Current Log-Posterior: 385572 Step Size: 214507.4409 Smoothing Hyper-parameters: 0.122707 0.066557 0.011482 0.088587 0.096700 0.088956 0.098393 Expected Total MS Cnt: 15.7519 Backgound Scale: 0.715741. ITERATION NUMBER 222. Current Log-Posterior: 218804 Step Size: -166768.4412 Smoothing Hyper-parameters: 0.126664 0.078974 0.024396 0.057981 0.089587 0.088110 0.128773 Expected Total MS Cnt: 9.72724 Backgound Scale: 0.737429. ITERATION NUMBER 223. Current Log-Posterior: 173187 Step Size: -45616.60535 Smoothing Hyper-parameters: 0.069524 0.049148 0.037837 0.115408 0.087468 0.115749 0.126598 Expected Total MS Cnt: 12.8946 Backgound Scale: 0.730646. ITERATION NUMBER 224. Current Log-Posterior: 260530 Step Size: 87342.77513 Smoothing Hyper-parameters: 0.094286 0.092077 0.053186 0.121133 0.126287 0.102028 0.120257 Expected Total MS Cnt: 7.65561 Backgound Scale: 0.737021. ITERATION NUMBER 225. Current Log-Posterior: 182905 Step Size: -77624.90114 Smoothing Hyper-parameters: 0.040275 0.102070 0.071329 0.048071 0.064154 0.059459 0.077909 Expected Total MS Cnt: 8.18131 Backgound Scale: 0.730841. ITERATION NUMBER 226. Current Log-Posterior: 349616 Step Size: 166711.408 Smoothing Hyper-parameters: 0.114087 0.113320 0.072045 0.066909 0.101508 0.037517 0.097492 Expected Total MS Cnt: 6.7198 Backgound Scale: 0.729173. ITERATION NUMBER 227. Current Log-Posterior: 152381 Step Size: -197235.3471 Smoothing Hyper-parameters: 0.048681 0.058012 0.046156 0.072473 0.060704 0.071357 0.110674 Expected Total MS Cnt: 6.84908 Backgound Scale: 0.731835. ITERATION NUMBER 228. Current Log-Posterior: 322253 Step Size: 169872.1702 Smoothing Hyper-parameters: 0.154393 0.055583 0.031724 0.069858 0.125660 0.047708 0.102348 Expected Total MS Cnt: 7.70811 Backgound Scale: 0.723361. ITERATION NUMBER 229. Current Log-Posterior: 166486 Step Size: -155767.0283 Smoothing Hyper-parameters: 0.066283 0.015523 0.047029 0.106225 0.099883 0.057692 0.082262 Expected Total MS Cnt: 19.7376 Backgound Scale: 0.74235. ITERATION NUMBER 230. Current Log-Posterior: 397086 Step Size: 230599.6213 Smoothing Hyper-parameters: 0.127744 0.064754 0.018776 0.130844 0.073692 0.107784 0.091747 Expected Total MS Cnt: 8.91143 Backgound Scale: 0.726456. ITERATION NUMBER 231. Current Log-Posterior: 189295 Step Size: -207790.803 Smoothing Hyper-parameters: 0.062501 0.091022 0.011149 0.077284 0.099719 0.112063 0.089890 Expected Total MS Cnt: 5.16814 Backgound Scale: 0.72085. ITERATION NUMBER 232. Current Log-Posterior: 298011 Step Size: 108716.0744 Smoothing Hyper-parameters: 0.097488 0.086529 0.019765 0.044506 0.042074 0.103252 0.040291 Expected Total MS Cnt: 4.46472 Backgound Scale: 0.727629. ITERATION NUMBER 233. Current Log-Posterior: 204525 Step Size: -93485.72499 Smoothing Hyper-parameters: 0.083682 0.040538 0.081180 0.091930 0.075097 0.096699 0.101948 Expected Total MS Cnt: 3.32071 Backgound Scale: 0.731437. ITERATION NUMBER 234. Current Log-Posterior: 236358 Step Size: 31832.47734 Smoothing Hyper-parameters: 0.059004 0.064071 0.106944 0.064982 0.018122 0.064081 0.091214 Expected Total MS Cnt: 7.17167 Backgound Scale: 0.720676. ITERATION NUMBER 235. Current Log-Posterior: 268203 Step Size: 31845.05089 Smoothing Hyper-parameters: 0.054812 0.094429 0.086184 0.080677 0.031402 0.031643 0.091660 Expected Total MS Cnt: 3.20037 Backgound Scale: 0.72865. ITERATION NUMBER 236. Current Log-Posterior: 267327 Step Size: -875.6673135 Smoothing Hyper-parameters: 0.100627 0.016327 0.081158 0.039808 0.094726 0.117676 0.073852 Expected Total MS Cnt: 5.53639 Backgound Scale: 0.721161. ITERATION NUMBER 237. Current Log-Posterior: 325404 Step Size: 58076.49945 Smoothing Hyper-parameters: 0.020003 0.050613 0.049328 0.048288 0.041195 0.091738 0.028209 Expected Total MS Cnt: 4.93964 Backgound Scale: 0.72377. ITERATION NUMBER 238. Current Log-Posterior: 706360 Step Size: 380955.9983 Smoothing Hyper-parameters: 0.103110 0.022427 0.114593 0.091018 0.054575 0.051295 0.074750 Expected Total MS Cnt: 3.25753 Backgound Scale: 0.712485. ITERATION NUMBER 239. Current Log-Posterior: 270146 Step Size: -436213.274 Smoothing Hyper-parameters: 0.078313 0.064856 0.084025 0.029380 0.043940 0.018569 0.086316 Expected Total MS Cnt: 4.93008 Backgound Scale: 0.723649. ITERATION NUMBER 240. Current Log-Posterior: 219867 Step Size: -50279.58231 Smoothing Hyper-parameters: 0.039631 0.016339 0.086260 0.083531 0.080211 0.077807 0.072426 Expected Total MS Cnt: 1.74097 Backgound Scale: 0.735772. ITERATION NUMBER 241. Current Log-Posterior: 502359 Step Size: 282492.0008 Smoothing Hyper-parameters: 0.110976 0.091530 0.101154 0.025210 0.089751 0.103999 0.090190 Expected Total MS Cnt: 4.42837 Backgound Scale: 0.730909. ITERATION NUMBER 242. Current Log-Posterior: 160849 Step Size: -341509.8706 Smoothing Hyper-parameters: 0.056525 0.057409 0.109447 0.058406 0.091837 0.126596 0.111894 Expected Total MS Cnt: 5.54597 Backgound Scale: 0.723789. ITERATION NUMBER 243. Current Log-Posterior: 281224 Step Size: 120374.9469 Smoothing Hyper-parameters: 0.033470 0.092567 0.066140 0.035108 0.063741 0.046867 0.061345 Expected Total MS Cnt: 5.34596 Backgound Scale: 0.733638. ITERATION NUMBER 244. Current Log-Posterior: 411922 Step Size: 130697.7883 Smoothing Hyper-parameters: 0.082031 0.065479 0.147556 0.097277 0.057595 0.058965 0.035196 Expected Total MS Cnt: 5.68715 Backgound Scale: 0.731173. ITERATION NUMBER 245. Current Log-Posterior: 202525 Step Size: -209396.8147 Smoothing Hyper-parameters: 0.060016 0.071821 0.077915 0.097980 0.130534 0.037067 0.084079 Expected Total MS Cnt: 5.34167 Backgound Scale: 0.723252. ITERATION NUMBER 246. Current Log-Posterior: 261822 Step Size: 59296.71044 Smoothing Hyper-parameters: 0.117143 0.082580 0.076232 0.056444 0.097009 0.038530 0.106308 Expected Total MS Cnt: 6.76313 Backgound Scale: 0.722443. ITERATION NUMBER 247. Current Log-Posterior: 157161 Step Size: -104660.2376 Smoothing Hyper-parameters: 0.044607 0.076950 0.102467 0.033457 0.062531 0.082528 0.035709 Expected Total MS Cnt: 6.29319 Backgound Scale: 0.73492. ITERATION NUMBER 248. Current Log-Posterior: 328878 Step Size: 171716.8413 Smoothing Hyper-parameters: 0.111295 0.051702 0.118972 0.040694 0.066208 0.075150 0.111665 Expected Total MS Cnt: 4.43043 Backgound Scale: 0.729324. ITERATION NUMBER 249. Current Log-Posterior: 181090 Step Size: -147787.7797 Smoothing Hyper-parameters: 0.087263 0.106990 0.068325 0.081450 0.112668 0.065967 0.098709 Expected Total MS Cnt: 6.92878 Backgound Scale: 0.721343. ITERATION NUMBER 250. Current Log-Posterior: 184863 Step Size: 3772.463949 Smoothing Hyper-parameters: 0.055903 0.090639 0.023889 0.098136 0.049723 0.023279 0.117338 Expected Total MS Cnt: 5.71141 Backgound Scale: 0.736913. ITERATION NUMBER 251. Current Log-Posterior: 290235 Step Size: 105372.1399 Smoothing Hyper-parameters: 0.135935 0.111889 0.102562 0.057749 0.086185 0.031656 0.090093 Expected Total MS Cnt: 7.83332 Backgound Scale: 0.748444. ITERATION NUMBER 252. Current Log-Posterior: 131164 Step Size: -159070.9863 Smoothing Hyper-parameters: 0.052579 0.128330 0.068174 0.068280 0.096786 0.027618 0.086116 Expected Total MS Cnt: 2.73441 Backgound Scale: 0.727795. ITERATION NUMBER 253. Current Log-Posterior: 270107 Step Size: 138943.2817 Smoothing Hyper-parameters: 0.086838 0.079445 0.019830 0.018225 0.090600 0.042202 0.045891 Expected Total MS Cnt: 1.98344 Backgound Scale: 0.741136. ITERATION NUMBER 254. Current Log-Posterior: 234949 Step Size: -35158.79691 Smoothing Hyper-parameters: 0.066570 0.138658 0.053976 0.135761 0.056755 0.079732 0.071467 Expected Total MS Cnt: 5.12783 Backgound Scale: 0.73535. ITERATION NUMBER 255. Current Log-Posterior: 223849 Step Size: -11099.05115 Smoothing Hyper-parameters: 0.047918 0.123922 0.052799 0.075367 0.076063 0.063817 0.070682 Expected Total MS Cnt: 2.20418 Backgound Scale: 0.728133. ITERATION NUMBER 256. Current Log-Posterior: 298220 Step Size: 74370.15927 Smoothing Hyper-parameters: 0.102886 0.053002 0.090333 0.093040 0.051400 0.050335 0.061805 Expected Total MS Cnt: 3.50169 Backgound Scale: 0.736959. ITERATION NUMBER 257. Current Log-Posterior: 188834 Step Size: -109385.4077 Smoothing Hyper-parameters: 0.123845 0.079699 0.030144 0.048824 0.063360 0.059046 0.154987 Expected Total MS Cnt: 1.06671 Backgound Scale: 0.746684. ITERATION NUMBER 258. Current Log-Posterior: 169652 Step Size: -19182.01711 Smoothing Hyper-parameters: 0.109965 0.072355 0.027335 0.132866 0.063137 0.071911 0.078600 Expected Total MS Cnt: 0.77928 Backgound Scale: 0.73327. ITERATION NUMBER 259. Current Log-Posterior: 186444 Step Size: 16792.13247 Smoothing Hyper-parameters: 0.044118 0.073798 0.040310 0.096346 0.081701 0.074803 0.087767 Expected Total MS Cnt: 2.33511 Backgound Scale: 0.720971. ITERATION NUMBER 260. Current Log-Posterior: 339168 Step Size: 152723.3879 Smoothing Hyper-parameters: 0.018932 0.118554 0.054992 0.079688 0.081432 0.073147 0.108440 Expected Total MS Cnt: 1.8184 Backgound Scale: 0.729453. ITERATION NUMBER 261. Current Log-Posterior: 692224 Step Size: 353055.9692 Smoothing Hyper-parameters: 0.093462 0.043565 0.110923 0.119731 0.012274 0.081325 0.097760 Expected Total MS Cnt: 0.948979 Backgound Scale: 0.735538. ITERATION NUMBER 262. Current Log-Posterior: 215777 Step Size: -476446.9126 Smoothing Hyper-parameters: 0.028883 0.034733 0.017758 0.105299 0.040942 0.098592 0.073683 Expected Total MS Cnt: 1.43089 Backgound Scale: 0.733469. ITERATION NUMBER 263. Current Log-Posterior: 565978 Step Size: 350200.7569 Smoothing Hyper-parameters: 0.080578 0.079501 0.076207 0.120318 0.042966 0.056895 0.073614 Expected Total MS Cnt: 2.74717 Backgound Scale: 0.726783. ITERATION NUMBER 264. Current Log-Posterior: 203485 Step Size: -362492.6158 Smoothing Hyper-parameters: 0.063105 0.084461 0.077284 0.112127 0.026790 0.072508 0.094494 Expected Total MS Cnt: 4.12455 Backgound Scale: 0.721051. ITERATION NUMBER 265. Current Log-Posterior: 242117 Step Size: 38632.12154 Smoothing Hyper-parameters: 0.051084 0.126347 0.095119 0.050561 0.107640 0.118069 0.060422 Expected Total MS Cnt: 4.85073 Backgound Scale: 0.728911. ITERATION NUMBER 266. Current Log-Posterior: 276791 Step Size: 34673.74844 Smoothing Hyper-parameters: 0.063455 0.054937 0.071995 0.096957 0.075445 0.068374 0.077312 Expected Total MS Cnt: 3.5534 Backgound Scale: 0.731196. ITERATION NUMBER 267. Current Log-Posterior: 261889 Step Size: -14902.03091 Smoothing Hyper-parameters: 0.131474 0.061350 0.062284 0.061468 0.035259 0.042468 0.065120 Expected Total MS Cnt: 3.18589 Backgound Scale: 0.726483. ITERATION NUMBER 268. Current Log-Posterior: 162133 Step Size: -99756.19793 Smoothing Hyper-parameters: 0.079664 0.101603 0.132693 0.132756 0.027697 0.091420 0.038988 Expected Total MS Cnt: 3.0886 Backgound Scale: 0.737088. ITERATION NUMBER 269. Current Log-Posterior: 192238 Step Size: 30105.91282 Smoothing Hyper-parameters: 0.051896 0.025268 0.064206 0.012449 0.035098 0.093165 0.130788 Expected Total MS Cnt: 1.56129 Backgound Scale: 0.726039. ITERATION NUMBER 270. Current Log-Posterior: 390218 Step Size: 197979.0691 Smoothing Hyper-parameters: 0.053203 0.063698 0.121077 0.045680 0.074764 0.056488 0.061346 Expected Total MS Cnt: 5.18481 Backgound Scale: 0.727593. ITERATION NUMBER 271. Current Log-Posterior: 287476 Step Size: -102741.9097 Smoothing Hyper-parameters: 0.073541 0.116226 0.058379 0.093858 0.049982 0.097200 0.091978 Expected Total MS Cnt: 1.81268 Backgound Scale: 0.71877. ITERATION NUMBER 272. Current Log-Posterior: 209468 Step Size: -78007.57441 Smoothing Hyper-parameters: 0.099145 0.091500 0.074649 0.127784 0.073588 0.076023 0.020373 Expected Total MS Cnt: 5.27116 Backgound Scale: 0.732713. ITERATION NUMBER 273. Current Log-Posterior: 171739 Step Size: -37728.73269 Smoothing Hyper-parameters: 0.091522 0.045073 0.065229 0.132069 0.080560 0.061752 0.063955 Expected Total MS Cnt: 9.0226 Backgound Scale: 0.72345. ITERATION NUMBER 274. Current Log-Posterior: 216404 Step Size: 44664.44863 Smoothing Hyper-parameters: 0.052831 0.106077 0.081756 0.116452 0.065956 0.059518 0.137708 Expected Total MS Cnt: 6.46759 Backgound Scale: 0.743353. ITERATION NUMBER 275. Current Log-Posterior: 271628 Step Size: 55224.03512 Smoothing Hyper-parameters: 0.108647 0.032778 0.071855 0.111032 0.140969 0.084876 0.140122 Expected Total MS Cnt: 5.56226 Backgound Scale: 0.74008. ITERATION NUMBER 276. Current Log-Posterior: 216829 Step Size: -54798.80576 Smoothing Hyper-parameters: 0.077069 0.080469 0.077489 0.089475 0.124226 0.053690 0.120408 Expected Total MS Cnt: 5.69193 Backgound Scale: 0.741582. ITERATION NUMBER 277. Current Log-Posterior: 208814 Step Size: -8014.872292 Smoothing Hyper-parameters: 0.116961 0.102911 0.055380 0.033014 0.042062 0.080567 0.093675 Expected Total MS Cnt: 3.75095 Backgound Scale: 0.726686. ITERATION NUMBER 278. Current Log-Posterior: 157950 Step Size: -50864.01792 Smoothing Hyper-parameters: 0.086516 0.072701 0.111813 0.056342 0.044988 0.062885 0.037362 Expected Total MS Cnt: 11.8997 Backgound Scale: 0.741692. ITERATION NUMBER 279. Current Log-Posterior: 196263 Step Size: 38312.47459 Smoothing Hyper-parameters: 0.143346 0.061321 0.040824 0.056909 0.099492 0.118419 0.093000 Expected Total MS Cnt: 3.62995 Backgound Scale: 0.730376. ITERATION NUMBER 280. Current Log-Posterior: 160090 Step Size: -36172.14664 Smoothing Hyper-parameters: 0.058430 0.138176 0.037870 0.036553 0.140988 0.052051 0.074695 Expected Total MS Cnt: 3.70024 Backgound Scale: 0.733853. ITERATION NUMBER 281. Current Log-Posterior: 257398 Step Size: 97307.91827 Smoothing Hyper-parameters: 0.084999 0.128981 0.075020 0.083114 0.097647 0.095102 0.135794 Expected Total MS Cnt: 8.07884 Backgound Scale: 0.724718. ITERATION NUMBER 282. Current Log-Posterior: 181754 Step Size: -75644.01838 Smoothing Hyper-parameters: 0.024343 0.081238 0.050265 0.051960 0.076846 0.055293 0.118936 Expected Total MS Cnt: 7.12183 Backgound Scale: 0.729586. ITERATION NUMBER 283. Current Log-Posterior: 554481 Step Size: 372726.4515 Smoothing Hyper-parameters: 0.089913 0.048944 0.035696 0.028691 0.085075 0.008352 0.122485 Expected Total MS Cnt: 10.529 Backgound Scale: 0.729822. ITERATION NUMBER 284. Current Log-Posterior: 226530 Step Size: -327950.3388 Smoothing Hyper-parameters: 0.143711 0.124012 0.074681 0.052578 0.107474 0.115236 0.120832 Expected Total MS Cnt: 10.7559 Backgound Scale: 0.726502. ITERATION NUMBER 285. Current Log-Posterior: 125943 Step Size: -100587.8371 Smoothing Hyper-parameters: 0.055954 0.075785 0.074233 0.119273 0.087401 0.110469 0.084176 Expected Total MS Cnt: 14.5727 Backgound Scale: 0.73861. ITERATION NUMBER 286. Current Log-Posterior: 273774 Step Size: 147831.4924 Smoothing Hyper-parameters: 0.052593 0.072007 0.049192 0.097803 0.083646 0.045865 0.078869 Expected Total MS Cnt: 18.5824 Backgound Scale: 0.732442. ITERATION NUMBER 287. Current Log-Posterior: 291176 Step Size: 17402.20311 Smoothing Hyper-parameters: 0.089625 0.073249 0.134973 0.101178 0.038104 0.104248 0.103900 Expected Total MS Cnt: 16.5123 Backgound Scale: 0.724988. ITERATION NUMBER 288. Current Log-Posterior: 188523 Step Size: -102653.1785 Smoothing Hyper-parameters: 0.082714 0.099826 0.039238 0.072779 0.083918 0.115336 0.042234 Expected Total MS Cnt: 10.7658 Backgound Scale: 0.733656. ITERATION NUMBER 289. Current Log-Posterior: 202400 Step Size: 13876.95043 Smoothing Hyper-parameters: 0.069473 0.074196 0.099992 0.059944 0.087153 0.092244 0.102242 Expected Total MS Cnt: 5.97171 Backgound Scale: 0.718142. ITERATION NUMBER 290. Current Log-Posterior: 229350 Step Size: 26950.13466 Smoothing Hyper-parameters: 0.078277 0.023819 0.079023 0.078452 0.080056 0.033726 0.071115 Expected Total MS Cnt: 5.18382 Backgound Scale: 0.740692. ITERATION NUMBER 291. Current Log-Posterior: 299634 Step Size: 70283.76428 Smoothing Hyper-parameters: 0.140904 0.044087 0.006929 0.117402 0.069891 0.086924 0.135832 Expected Total MS Cnt: 10.1305 Backgound Scale: 0.742286. ITERATION NUMBER 292. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.048698 0.049323 0.083601 0.119609 0.065175 0.083559 0.087622 Expected Total MS Cnt: 4.5142 Backgound Scale: 0.739537. ITERATION NUMBER 293. Current Log-Posterior: 323810 Step Size: -inf Smoothing Hyper-parameters: 0.061917 0.090881 0.099653 0.092964 0.063689 0.036184 0.062873 Expected Total MS Cnt: 9.49249 Backgound Scale: 0.72937. ITERATION NUMBER 294. Current Log-Posterior: 244127 Step Size: -79682.51436 Smoothing Hyper-parameters: 0.092456 0.021899 0.087492 0.103643 0.041263 0.090247 0.041170 Expected Total MS Cnt: 7.83251 Backgound Scale: 0.730538. ITERATION NUMBER 295. Current Log-Posterior: 283355 Step Size: 39227.32121 Smoothing Hyper-parameters: 0.094794 0.100815 0.042702 0.141705 0.089249 0.031323 0.073161 Expected Total MS Cnt: 5.77185 Backgound Scale: 0.721594. ITERATION NUMBER 296. Current Log-Posterior: 180464 Step Size: -102890.7063 Smoothing Hyper-parameters: 0.050988 0.101576 0.080110 0.136508 0.025167 0.077516 0.116473 Expected Total MS Cnt: 2.17905 Backgound Scale: 0.728333. ITERATION NUMBER 297. Current Log-Posterior: 280698 Step Size: 100233.7452 Smoothing Hyper-parameters: 0.050639 0.095739 0.103951 0.092957 0.037332 0.132964 0.063605 Expected Total MS Cnt: 4.36587 Backgound Scale: 0.738309. ITERATION NUMBER 298. Current Log-Posterior: 289468 Step Size: 8770.396116 Smoothing Hyper-parameters: 0.050442 0.052500 0.081438 0.069390 0.057401 0.050273 0.096456 Expected Total MS Cnt: 2.54638 Backgound Scale: 0.718255. ITERATION NUMBER 299. Current Log-Posterior: 312309 Step Size: 22840.7546 Smoothing Hyper-parameters: 0.038697 0.133293 0.102625 0.084842 0.088621 0.031647 0.098155 Expected Total MS Cnt: 7.29705 Backgound Scale: 0.725622. ITERATION NUMBER 300. Current Log-Posterior: 347756 Step Size: 35447.61021 Smoothing Hyper-parameters: 0.091731 0.104005 0.097476 0.117339 0.089611 0.058616 0.131921 Expected Total MS Cnt: 2.51634 Backgound Scale: 0.733605. ITERATION NUMBER 301. Current Log-Posterior: 176083 Step Size: -171673.782 Smoothing Hyper-parameters: 0.085262 0.089303 0.046064 0.073549 0.072160 0.086981 0.067375 Expected Total MS Cnt: 1.5385 Backgound Scale: 0.734041. ITERATION NUMBER 302. Current Log-Posterior: 201952 Step Size: 25869.05668 Smoothing Hyper-parameters: 0.075117 0.114101 0.111249 0.092747 0.060200 0.061127 0.087087 Expected Total MS Cnt: 1.22339 Backgound Scale: 0.732458. ITERATION NUMBER 303. Current Log-Posterior: 203120 Step Size: 1168.21592 Smoothing Hyper-parameters: 0.081057 0.086938 0.092754 0.092094 0.032382 0.088527 0.087186 Expected Total MS Cnt: 2.32694 Backgound Scale: 0.736583. ITERATION NUMBER 304. Current Log-Posterior: 197637 Step Size: -5482.463731 Smoothing Hyper-parameters: 0.025908 0.054590 0.045140 0.057108 0.067471 0.049784 0.070878 Expected Total MS Cnt: 0.998118 Backgound Scale: 0.733874. ITERATION NUMBER 305. Current Log-Posterior: 546527 Step Size: 348890.1242 Smoothing Hyper-parameters: 0.063468 0.146004 0.010655 0.148562 0.091130 0.097449 0.077551 Expected Total MS Cnt: 0.810084 Backgound Scale: 0.728697. ITERATION NUMBER 306. Current Log-Posterior: 295140 Step Size: -251387.8688 Smoothing Hyper-parameters: 0.026293 0.088306 0.078080 0.079748 0.033886 0.069987 0.089914 Expected Total MS Cnt: 0.291857 Backgound Scale: 0.731785. ITERATION NUMBER 307. Current Log-Posterior: 507967 Step Size: 212826.9454 Smoothing Hyper-parameters: 0.107320 0.084094 0.057726 0.027260 0.051084 0.085359 0.047977 Expected Total MS Cnt: 0.341084 Backgound Scale: 0.730256. ITERATION NUMBER 308. Current Log-Posterior: 174028 Step Size: -333939.0545 Smoothing Hyper-parameters: 0.068627 0.074992 0.115175 0.056288 0.055835 0.118642 0.102324 Expected Total MS Cnt: 1.32732 Backgound Scale: 0.728214. ITERATION NUMBER 309. Current Log-Posterior: 231790 Step Size: 57762.51607 Smoothing Hyper-parameters: 0.103673 0.059428 0.038171 0.127885 0.086768 0.094790 0.050686 Expected Total MS Cnt: 2.83673 Backgound Scale: 0.726977. ITERATION NUMBER 310. Current Log-Posterior: 193461 Step Size: -38329.08517 Smoothing Hyper-parameters: 0.037270 0.036399 0.073133 0.055723 0.140012 0.058275 0.055115 Expected Total MS Cnt: 2.1091 Backgound Scale: 0.734022. ITERATION NUMBER 311. Current Log-Posterior: 422482 Step Size: 229021.5291 Smoothing Hyper-parameters: 0.108061 0.079851 0.081795 0.109773 0.085760 0.077717 0.029652 Expected Total MS Cnt: 2.27526 Backgound Scale: 0.729297. ITERATION NUMBER 312. Current Log-Posterior: 166576 Step Size: -255906.6357 Smoothing Hyper-parameters: 0.030129 0.117158 0.044839 0.110232 0.106005 0.088903 0.095132 Expected Total MS Cnt: 0.72169 Backgound Scale: 0.723789. ITERATION NUMBER 313. Current Log-Posterior: 453528 Step Size: 286951.9664 Smoothing Hyper-parameters: 0.038323 0.081317 0.102851 0.077171 0.057008 0.107571 0.005863 Expected Total MS Cnt: 1.99691 Backgound Scale: 0.723787. ITERATION NUMBER 314. Current Log-Posterior: 369399 Step Size: -84129.10082 Smoothing Hyper-parameters: 0.072373 0.055575 0.120487 0.108248 0.135708 0.067125 0.103030 Expected Total MS Cnt: 2.30241 Backgound Scale: 0.733641. ITERATION NUMBER 315. Current Log-Posterior: 232304 Step Size: -137095.1338 Smoothing Hyper-parameters: 0.103214 0.042559 0.103475 0.057890 0.074599 0.055746 0.069372 Expected Total MS Cnt: 0.236511 Backgound Scale: 0.733868. ITERATION NUMBER 316. Current Log-Posterior: 203950 Step Size: -28353.15709 Smoothing Hyper-parameters: 0.059239 0.023555 0.128545 0.081237 0.035545 0.114413 0.132275 Expected Total MS Cnt: 0.0124229 Backgound Scale: 0.730455. ITERATION NUMBER 317. Current Log-Posterior: 346391 Step Size: 142440.9426 Smoothing Hyper-parameters: 0.024308 0.046918 0.112559 0.118795 0.065420 0.133236 0.118973 Expected Total MS Cnt: 0.798725 Backgound Scale: 0.733625. ITERATION NUMBER 318. Current Log-Posterior: 578239 Step Size: 231847.972 Smoothing Hyper-parameters: 0.105882 0.024222 0.133062 0.033695 0.060483 0.078739 0.004714 Expected Total MS Cnt: 0.290145 Backgound Scale: 0.721817. ITERATION NUMBER 319. Current Log-Posterior: 256767 Step Size: -321472.7193 Smoothing Hyper-parameters: 0.024290 0.052388 0.062256 0.014890 0.122621 0.056896 0.073514 Expected Total MS Cnt: 0.0354487 Backgound Scale: 0.741899. ITERATION NUMBER 320. Current Log-Posterior: 587545 Step Size: 330778.0884 Smoothing Hyper-parameters: 0.111628 0.122749 0.077418 0.056304 0.080266 0.088716 0.071998 Expected Total MS Cnt: 0.96733 Backgound Scale: 0.735698. ITERATION NUMBER 321. Current Log-Posterior: 152080 Step Size: -435464.5552 Smoothing Hyper-parameters: 0.031631 0.083338 0.054409 0.085580 0.087672 0.069729 0.094667 Expected Total MS Cnt: 2.15045 Backgound Scale: 0.720657. ITERATION NUMBER 322. Current Log-Posterior: 447686 Step Size: 295605.598 Smoothing Hyper-parameters: 0.092983 0.068213 0.075850 0.076715 0.022690 0.105817 0.115373 Expected Total MS Cnt: 2.91579 Backgound Scale: 0.725126. ITERATION NUMBER 323. Current Log-Posterior: 190223 Step Size: -257463.049 Smoothing Hyper-parameters: 0.094452 0.083188 0.105124 0.044247 0.073600 0.065345 0.046371 Expected Total MS Cnt: 2.05277 Backgound Scale: 0.734969. ITERATION NUMBER 324. Current Log-Posterior: 177601 Step Size: -12621.92588 Smoothing Hyper-parameters: 0.110096 0.043812 0.085723 0.125300 0.090801 0.101287 0.102579 Expected Total MS Cnt: 2.77235 Backgound Scale: 0.728551. ITERATION NUMBER 325. Current Log-Posterior: 194350 Step Size: 16749.03345 Smoothing Hyper-parameters: 0.059204 0.081271 0.061401 0.055656 0.099658 0.070653 0.056701 Expected Total MS Cnt: 2.69934 Backgound Scale: 0.731219. ITERATION NUMBER 326. Current Log-Posterior: 262484 Step Size: 68134.54662 Smoothing Hyper-parameters: 0.085387 0.129981 0.056231 0.111692 0.058728 0.030383 0.129305 Expected Total MS Cnt: 1.33609 Backgound Scale: 0.739626. ITERATION NUMBER 327. Current Log-Posterior: 184510 Step Size: -77973.91508 Smoothing Hyper-parameters: 0.068276 0.088449 0.050500 0.038321 0.037657 0.064992 0.056803 Expected Total MS Cnt: 4.35388 Backgound Scale: 0.731447. ITERATION NUMBER 328. Current Log-Posterior: 234353 Step Size: 49842.82094 Smoothing Hyper-parameters: 0.087775 0.020671 0.046075 0.078058 0.054416 0.061599 0.059487 Expected Total MS Cnt: 7.97114 Backgound Scale: 0.730655. ITERATION NUMBER 329. Current Log-Posterior: 312961 Step Size: 78608.12996 Smoothing Hyper-parameters: 0.069563 0.090891 0.088209 0.106889 0.112082 0.018145 0.059857 Expected Total MS Cnt: 6.89053 Backgound Scale: 0.731853. ITERATION NUMBER 330. Current Log-Posterior: 221260 Step Size: -91701.68479 Smoothing Hyper-parameters: 0.087035 0.023191 0.038918 0.113124 0.070539 0.147815 0.091486 Expected Total MS Cnt: 7.96929 Backgound Scale: 0.728557. ITERATION NUMBER 331. Current Log-Posterior: 298599 Step Size: 77339.4987 Smoothing Hyper-parameters: 0.045931 0.042252 0.100100 0.088330 0.029184 0.120365 0.060793 Expected Total MS Cnt: 3.19898 Backgound Scale: 0.741737. ITERATION NUMBER 332. Current Log-Posterior: 351031 Step Size: 52431.47331 Smoothing Hyper-parameters: 0.014988 0.059136 0.130976 0.055423 0.114802 0.074542 0.102800 Expected Total MS Cnt: 5.61046 Backgound Scale: 0.736501. ITERATION NUMBER 333. Current Log-Posterior: 868134 Step Size: 517103.7579 Smoothing Hyper-parameters: 0.110534 0.128561 0.037408 0.096138 0.085983 0.035916 0.111583 Expected Total MS Cnt: 10.4773 Backgound Scale: 0.724733. ITERATION NUMBER 334. Current Log-Posterior: 160571 Step Size: -707563.2831 Smoothing Hyper-parameters: 0.049785 0.181743 0.069340 0.075819 0.044854 0.044762 0.106570 Expected Total MS Cnt: 8.2839 Backgound Scale: 0.734739. ITERATION NUMBER 335. Current Log-Posterior: 275728 Step Size: 115156.9923 Smoothing Hyper-parameters: 0.092023 0.096036 0.073632 0.023252 0.032246 0.030386 0.093581 Expected Total MS Cnt: 5.72451 Backgound Scale: 0.728908. ITERATION NUMBER 336. Current Log-Posterior: 186230 Step Size: -89497.67036 Smoothing Hyper-parameters: 0.069781 0.069347 0.058416 0.029758 0.103436 0.064467 0.085368 Expected Total MS Cnt: 5.62146 Backgound Scale: 0.725552. ITERATION NUMBER 337. Current Log-Posterior: 240318 Step Size: 54087.39564 Smoothing Hyper-parameters: 0.111712 0.071672 0.125978 0.087118 0.129504 0.030047 0.131667 Expected Total MS Cnt: 11.1145 Backgound Scale: 0.737671. ITERATION NUMBER 338. Current Log-Posterior: 163356 Step Size: -76961.64942 Smoothing Hyper-parameters: 0.051989 0.059038 0.047740 0.088119 0.036344 0.058014 0.030089 Expected Total MS Cnt: 0.930927 Backgound Scale: 0.723905. ITERATION NUMBER 339. Current Log-Posterior: 307741 Step Size: 144385.2394 Smoothing Hyper-parameters: 0.082767 0.078948 0.091480 0.047053 0.011440 0.073993 0.059519 Expected Total MS Cnt: 4.3269 Backgound Scale: 0.740139. ITERATION NUMBER 340. Current Log-Posterior: 203667 Step Size: -104074.5121 Smoothing Hyper-parameters: 0.051853 0.079186 0.093764 0.068032 0.075159 0.066810 0.072006 Expected Total MS Cnt: 2.92403 Backgound Scale: 0.725538. ITERATION NUMBER 341. Current Log-Posterior: 286726 Step Size: 83059.48645 Smoothing Hyper-parameters: 0.098968 0.093176 0.036842 0.083178 0.065418 0.079501 0.044105 Expected Total MS Cnt: 2.58064 Backgound Scale: 0.742518. ITERATION NUMBER 342. Current Log-Posterior: 183332 Step Size: -103394.0782 Smoothing Hyper-parameters: 0.146109 0.055202 0.114373 0.047032 0.079126 0.012968 0.038176 Expected Total MS Cnt: 5.46613 Backgound Scale: 0.719103. ITERATION NUMBER 343. Current Log-Posterior: 153571 Step Size: -29761.30914 Smoothing Hyper-parameters: 0.080854 0.035794 0.095981 0.121144 0.115274 0.055217 0.045616 Expected Total MS Cnt: 5.41282 Backgound Scale: 0.731001. ITERATION NUMBER 344. Current Log-Posterior: 250121 Step Size: 96549.78182 Smoothing Hyper-parameters: 0.040126 0.094947 0.110245 0.143140 0.077032 0.021809 0.097261 Expected Total MS Cnt: 6.71341 Backgound Scale: 0.735393. ITERATION NUMBER 345. Current Log-Posterior: 342289 Step Size: 92167.91824 Smoothing Hyper-parameters: 0.023851 0.093863 0.051724 0.058082 0.083913 0.035706 0.054102 Expected Total MS Cnt: 6.27723 Backgound Scale: 0.732685. ITERATION NUMBER 346. Current Log-Posterior: 566642 Step Size: 224353.4662 Smoothing Hyper-parameters: 0.057330 0.123993 0.060444 0.110772 0.055859 0.141150 0.075079 Expected Total MS Cnt: 5.60787 Backgound Scale: 0.735732. ITERATION NUMBER 347. Current Log-Posterior: 257016 Step Size: -309625.7593 Smoothing Hyper-parameters: 0.107288 0.060477 0.086679 0.019093 0.035074 0.023011 0.067632 Expected Total MS Cnt: 5.16611 Backgound Scale: 0.720891. ITERATION NUMBER 348. Current Log-Posterior: 190421 Step Size: -66595.69628 Smoothing Hyper-parameters: 0.012367 0.087748 0.061364 0.056830 0.073983 0.039687 0.042906 Expected Total MS Cnt: 8.73586 Backgound Scale: 0.72996. ITERATION NUMBER 349. Current Log-Posterior: 1.04012e+06 Step Size: 849702.1587 Smoothing Hyper-parameters: 0.053384 0.091558 0.080007 0.038986 0.108440 0.060464 0.078849 Expected Total MS Cnt: 5.75794 Backgound Scale: 0.712977. ITERATION NUMBER 350. Current Log-Posterior: 279803 Step Size: -760320.0097 Smoothing Hyper-parameters: 0.060043 0.056605 0.135949 0.064519 0.085906 0.127900 0.090242 Expected Total MS Cnt: 6.50636 Backgound Scale: 0.733591. ITERATION NUMBER 351. Current Log-Posterior: 267087 Step Size: -12716.15416 Smoothing Hyper-parameters: 0.087363 0.067525 0.120922 0.053145 0.077862 0.117481 0.083012 Expected Total MS Cnt: 6.60615 Backgound Scale: 0.715179. ITERATION NUMBER 352. Current Log-Posterior: 197452 Step Size: -69634.82528 Smoothing Hyper-parameters: 0.021978 0.118815 0.069119 0.032638 0.086630 0.032835 0.061694 Expected Total MS Cnt: 3.48269 Backgound Scale: 0.723653. ITERATION NUMBER 353. Current Log-Posterior: 595254 Step Size: 397801.9732 Smoothing Hyper-parameters: 0.036987 0.077583 0.097259 0.024039 0.035692 0.025162 0.083234 Expected Total MS Cnt: 6.12767 Backgound Scale: 0.73138. ITERATION NUMBER 354. Current Log-Posterior: 387987 Step Size: -207266.6264 Smoothing Hyper-parameters: 0.068833 0.046246 0.073775 0.036169 0.082409 0.096178 0.084814 Expected Total MS Cnt: 4.66031 Backgound Scale: 0.728156. ITERATION NUMBER 355. Current Log-Posterior: 260867 Step Size: -127120.0704 Smoothing Hyper-parameters: 0.082478 0.140449 0.019265 0.107715 0.045431 0.076592 0.068570 Expected Total MS Cnt: 3.31877 Backgound Scale: 0.73233. ITERATION NUMBER 356. Current Log-Posterior: 214979 Step Size: -45888.58447 Smoothing Hyper-parameters: 0.084552 0.115938 0.006114 0.053433 0.075636 0.102632 0.118845 Expected Total MS Cnt: 3.11566 Backgound Scale: 0.723114. ITERATION NUMBER 357. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.038247 0.085008 0.075135 0.096943 0.112643 0.010020 0.030312 Expected Total MS Cnt: 3.72024 Backgound Scale: 0.715799. ITERATION NUMBER 358. Current Log-Posterior: 366982 Step Size: -inf Smoothing Hyper-parameters: 0.030257 0.096068 0.047038 0.021406 0.110290 0.053420 0.068164 Expected Total MS Cnt: 5.49021 Backgound Scale: 0.734599. ITERATION NUMBER 359. Current Log-Posterior: 459214 Step Size: 92231.85521 Smoothing Hyper-parameters: 0.079648 0.074157 0.012279 0.071812 0.092376 0.063930 0.065056 Expected Total MS Cnt: 3.21285 Backgound Scale: 0.72685. ITERATION NUMBER 360. Current Log-Posterior: 260193 Step Size: -199020.8333 Smoothing Hyper-parameters: 0.117596 0.006027 0.029928 0.058956 0.051006 0.145036 0.127009 Expected Total MS Cnt: 4.68723 Backgound Scale: 0.74136. ITERATION NUMBER 361. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.024234 0.084481 0.052126 0.042067 0.113551 0.149653 0.144189 Expected Total MS Cnt: 6.32374 Backgound Scale: 0.732686. ITERATION NUMBER 362. Current Log-Posterior: 568716 Step Size: -inf Smoothing Hyper-parameters: 0.079536 0.101929 0.038806 0.072147 0.091617 0.047652 0.094896 Expected Total MS Cnt: 8.4451 Backgound Scale: 0.740142. ITERATION NUMBER 363. Current Log-Posterior: 209043 Step Size: -359672.9437 Smoothing Hyper-parameters: 0.069650 0.068731 0.098538 0.107766 0.125467 0.119479 0.025151 Expected Total MS Cnt: 9.47255 Backgound Scale: 0.72732. ITERATION NUMBER 364. Current Log-Posterior: 229917 Step Size: 20874.2423 Smoothing Hyper-parameters: 0.048438 0.145560 0.103303 0.049425 0.025817 0.085933 0.032314 Expected Total MS Cnt: 4.61605 Backgound Scale: 0.731766. ITERATION NUMBER 365. Current Log-Posterior: 290394 Step Size: 60477.10493 Smoothing Hyper-parameters: 0.048914 0.095999 0.031490 0.061197 0.027029 0.111291 0.033206 Expected Total MS Cnt: 8.67788 Backgound Scale: 0.719416. ITERATION NUMBER 366. Current Log-Posterior: 312231 Step Size: 21837.56834 Smoothing Hyper-parameters: 0.057379 0.116163 0.077858 0.040114 0.074577 0.090030 0.076218 Expected Total MS Cnt: 6.32068 Backgound Scale: 0.738589. ITERATION NUMBER 367. Current Log-Posterior: 258490 Step Size: -53741.12459 Smoothing Hyper-parameters: 0.069337 0.092191 0.105972 0.097018 0.015337 0.043341 0.124622 Expected Total MS Cnt: 7.73904 Backgound Scale: 0.731766. ITERATION NUMBER 368. Current Log-Posterior: 223234 Step Size: -35256.13597 Smoothing Hyper-parameters: 0.121653 0.104951 0.127921 0.044421 0.082632 0.033065 0.089378 Expected Total MS Cnt: 8.9227 Backgound Scale: 0.724573. ITERATION NUMBER 369. Current Log-Posterior: 142091 Step Size: -81143.44133 Smoothing Hyper-parameters: 0.030424 0.054843 0.154978 0.105179 0.095582 0.067089 0.136258 Expected Total MS Cnt: 11.3998 Backgound Scale: 0.740174. ITERATION NUMBER 370. Current Log-Posterior: 468358 Step Size: 326267.6406 Smoothing Hyper-parameters: 0.104985 0.101782 0.042085 0.098868 0.041883 0.048344 0.089649 Expected Total MS Cnt: 7.51206 Backgound Scale: 0.717338. ITERATION NUMBER 371. Current Log-Posterior: 170490 Step Size: -297868.195 Smoothing Hyper-parameters: 0.088336 0.095057 0.036757 0.072412 0.127908 0.172462 0.121833 Expected Total MS Cnt: 19.2972 Backgound Scale: 0.732894. ITERATION NUMBER 372. Current Log-Posterior: 196518 Step Size: 26027.78931 Smoothing Hyper-parameters: 0.061101 0.042698 0.061694 0.071635 0.046335 0.065594 0.083538 Expected Total MS Cnt: 11.7752 Backgound Scale: 0.743061. ITERATION NUMBER 373. Current Log-Posterior: 288113 Step Size: 91594.52122 Smoothing Hyper-parameters: 0.081199 0.055266 0.048649 0.072515 0.044878 0.079636 0.049475 Expected Total MS Cnt: 9.38829 Backgound Scale: 0.728132. ITERATION NUMBER 374. Current Log-Posterior: 228535 Step Size: -59577.23048 Smoothing Hyper-parameters: 0.125801 0.092471 0.147579 0.116450 0.091231 0.093977 0.038681 Expected Total MS Cnt: 18.1262 Backgound Scale: 0.720551. ITERATION NUMBER 375. Current Log-Posterior: 142019 Step Size: -86516.61968 Smoothing Hyper-parameters: 0.057750 0.121259 0.100246 0.119094 0.157874 0.076672 0.082501 Expected Total MS Cnt: 12.7188 Backgound Scale: 0.742129. ITERATION NUMBER 376. Current Log-Posterior: 244180 Step Size: 102161.559 Smoothing Hyper-parameters: 0.046312 0.081454 0.077390 0.067861 0.027654 0.096495 0.126968 Expected Total MS Cnt: 24.0722 Backgound Scale: 0.724681. ITERATION NUMBER 377. Current Log-Posterior: 319575 Step Size: 75394.77886 Smoothing Hyper-parameters: 0.031439 0.107758 0.072054 0.095457 0.051007 0.112501 0.090056 Expected Total MS Cnt: 23.012 Backgound Scale: 0.722606. ITERATION NUMBER 378. Current Log-Posterior: 430649 Step Size: 111074.0364 Smoothing Hyper-parameters: 0.086920 0.098223 0.111090 0.101258 0.061136 0.021398 0.139947 Expected Total MS Cnt: 11.7735 Backgound Scale: 0.719752. ITERATION NUMBER 379. Current Log-Posterior: 182181 Step Size: -248468.0693 Smoothing Hyper-parameters: 0.106151 0.087287 0.128652 0.109670 0.091620 0.071549 0.101417 Expected Total MS Cnt: 15.7567 Backgound Scale: 0.733708. ITERATION NUMBER 380. Current Log-Posterior: 161099 Step Size: -21082.28216 Smoothing Hyper-parameters: 0.024654 0.157648 0.062498 0.169977 0.148686 0.025006 0.109311 Expected Total MS Cnt: 14.9826 Backgound Scale: 0.718815. ITERATION NUMBER 381. Current Log-Posterior: 534621 Step Size: 373522.3949 Smoothing Hyper-parameters: 0.034476 0.029062 0.098090 0.069595 0.076595 0.056137 0.039927 Expected Total MS Cnt: 22.1747 Backgound Scale: 0.732155. ITERATION NUMBER 382. Current Log-Posterior: 472530 Step Size: -62090.86753 Smoothing Hyper-parameters: 0.069963 0.017934 0.120880 0.097006 0.090867 0.109492 0.055828 Expected Total MS Cnt: 14.2316 Backgound Scale: 0.726485. ITERATION NUMBER 383. Current Log-Posterior: 355715 Step Size: -116814.963 Smoothing Hyper-parameters: 0.021264 0.082791 0.089016 0.060310 0.059433 0.087570 0.074268 Expected Total MS Cnt: 7.91898 Backgound Scale: 0.718835. ITERATION NUMBER 384. Current Log-Posterior: 620760 Step Size: 265044.6519 Smoothing Hyper-parameters: 0.046679 0.073853 0.005891 0.056260 0.030897 0.119285 0.085556 Expected Total MS Cnt: 11.2849 Backgound Scale: 0.729608. ITERATION NUMBER 385. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.077328 0.047921 0.060064 0.096076 0.106468 0.082557 0.100061 Expected Total MS Cnt: 9.14233 Backgound Scale: 0.722588. ITERATION NUMBER 386. Current Log-Posterior: 236787 Step Size: -inf Smoothing Hyper-parameters: 0.093514 0.053020 0.067602 0.092524 0.096258 0.137532 0.134392 Expected Total MS Cnt: 9.35434 Backgound Scale: 0.715852. ITERATION NUMBER 387. Current Log-Posterior: 202710 Step Size: -34077.34654 Smoothing Hyper-parameters: 0.083008 0.039352 0.075779 0.080064 0.067690 0.043858 0.133375 Expected Total MS Cnt: 7.85143 Backgound Scale: 0.735779. ITERATION NUMBER 388. Current Log-Posterior: 237860 Step Size: 35149.91411 Smoothing Hyper-parameters: 0.014802 0.068709 0.087290 0.029115 0.045745 0.114708 0.064045 Expected Total MS Cnt: 9.56011 Backgound Scale: 0.736909. ITERATION NUMBER 389. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.114168 0.068120 0.123880 0.028443 0.094911 0.068064 0.084784 Expected Total MS Cnt: 6.81616 Backgound Scale: 0.732826. ITERATION NUMBER 390. Current Log-Posterior: 166952 Step Size: -inf Smoothing Hyper-parameters: 0.093788 0.048390 0.048358 0.015798 0.088152 0.095596 0.138908 Expected Total MS Cnt: 13.2914 Backgound Scale: 0.724657. ITERATION NUMBER 391. Current Log-Posterior: 226505 Step Size: 59553.66545 Smoothing Hyper-parameters: 0.094244 0.077696 0.075169 0.076784 0.093185 0.073568 0.103770 Expected Total MS Cnt: 13.1677 Backgound Scale: 0.733083. ITERATION NUMBER 392. Current Log-Posterior: 183159 Step Size: -43346.10361 Smoothing Hyper-parameters: 0.150005 0.024145 0.034826 0.145282 0.087805 0.094802 0.090321 Expected Total MS Cnt: 14.0815 Backgound Scale: 0.718427. ITERATION NUMBER 393. Current Log-Posterior: 233828 Step Size: 50668.41085 Smoothing Hyper-parameters: 0.089037 0.085797 0.147139 0.065608 0.015259 0.056150 0.065193 Expected Total MS Cnt: 20.4325 Backgound Scale: 0.728489. ITERATION NUMBER 394. Current Log-Posterior: 185209 Step Size: -48618.41752 Smoothing Hyper-parameters: 0.092146 0.122775 0.047363 0.098237 0.045453 0.119820 0.107409 Expected Total MS Cnt: 11.0648 Backgound Scale: 0.734939. ITERATION NUMBER 395. Current Log-Posterior: 178783 Step Size: -6425.960567 Smoothing Hyper-parameters: 0.033746 0.058602 0.110440 0.111203 0.052755 0.065816 0.113448 Expected Total MS Cnt: 11.6478 Backgound Scale: 0.744381. ITERATION NUMBER 396. Current Log-Posterior: 420069 Step Size: 241285.928 Smoothing Hyper-parameters: 0.048007 0.079664 0.121004 0.028880 0.054705 0.169758 0.015940 Expected Total MS Cnt: 25.8256 Backgound Scale: 0.723459. ITERATION NUMBER 397. Current Log-Posterior: 306439 Step Size: -113629.7907 Smoothing Hyper-parameters: 0.037236 0.129566 0.151556 0.087829 0.114258 0.095682 0.150694 Expected Total MS Cnt: 13.9968 Backgound Scale: 0.734836. ITERATION NUMBER 398. Current Log-Posterior: 359373 Step Size: 52933.695 Smoothing Hyper-parameters: 0.113114 0.114060 0.085727 0.056752 0.106436 0.093577 0.075674 Expected Total MS Cnt: 12.083 Backgound Scale: 0.731568. ITERATION NUMBER 399. Current Log-Posterior: 150272 Step Size: -209101.1269 Smoothing Hyper-parameters: 0.054649 0.061183 0.100580 0.006844 0.088209 0.067788 0.062589 Expected Total MS Cnt: 8.47072 Backgound Scale: 0.726184. ITERATION NUMBER 400. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.072458 0.112539 0.069944 0.019820 0.178871 0.049468 0.091762 Expected Total MS Cnt: 3.65997 Backgound Scale: 0.747692. ITERATION NUMBER 401. Current Log-Posterior: 217865 Step Size: -inf Smoothing Hyper-parameters: 0.047173 0.071660 0.126086 0.106096 0.074522 0.147825 0.039536 Expected Total MS Cnt: 6.37 Backgound Scale: 0.721959. ITERATION NUMBER 402. Current Log-Posterior: 309025 Step Size: 91159.57329 Smoothing Hyper-parameters: 0.023812 0.070244 0.046140 0.108176 0.151425 0.100959 0.078339 Expected Total MS Cnt: 2.26496 Backgound Scale: 0.727864. ITERATION NUMBER 403. Current Log-Posterior: 580758 Step Size: 271733.3419 Smoothing Hyper-parameters: 0.081196 0.038430 0.077441 0.074372 0.069931 0.016287 0.129994 Expected Total MS Cnt: 1.65423 Backgound Scale: 0.717533. ITERATION NUMBER 404. Current Log-Posterior: 246293 Step Size: -334465.1495 Smoothing Hyper-parameters: 0.001496 0.086784 0.041089 0.081702 0.137782 0.106555 0.060661 Expected Total MS Cnt: 1.51579 Backgound Scale: 0.730762. ITERATION NUMBER 405. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.070807 0.089437 0.101814 0.055664 0.064886 0.064527 0.076231 Expected Total MS Cnt: 1.5342 Backgound Scale: 0.739399. ITERATION NUMBER 406. Current Log-Posterior: 218556 Step Size: -inf Smoothing Hyper-parameters: 0.152660 0.035208 0.097308 0.052081 0.095170 0.075888 0.069443 Expected Total MS Cnt: 1.68455 Backgound Scale: 0.722901. ITERATION NUMBER 407. Current Log-Posterior: 180507 Step Size: -38048.85466 Smoothing Hyper-parameters: 0.070141 0.123819 0.050748 0.054841 0.096981 0.082027 0.097352 Expected Total MS Cnt: 4.34498 Backgound Scale: 0.726002. ITERATION NUMBER 408. Current Log-Posterior: 217679 Step Size: 37171.85302 Smoothing Hyper-parameters: 0.049471 0.044365 0.148712 0.108156 0.103875 0.131998 0.089097 Expected Total MS Cnt: 2.33323 Backgound Scale: 0.732142. ITERATION NUMBER 409. Current Log-Posterior: 328711 Step Size: 111031.3926 Smoothing Hyper-parameters: 0.112949 0.081211 0.043149 0.040785 0.028679 0.016336 0.088016 Expected Total MS Cnt: 2.05171 Backgound Scale: 0.733584. ITERATION NUMBER 410. Current Log-Posterior: 175239 Step Size: -153471.823 Smoothing Hyper-parameters: 0.109092 0.107500 0.045642 0.095235 0.089370 0.064566 0.075159 Expected Total MS Cnt: 6.84387 Backgound Scale: 0.730796. ITERATION NUMBER 411. Current Log-Posterior: 160626 Step Size: -14612.95588 Smoothing Hyper-parameters: 0.047337 0.089816 0.068719 0.098984 0.014723 0.054696 0.036319 Expected Total MS Cnt: 3.29799 Backgound Scale: 0.738381. ITERATION NUMBER 412. Current Log-Posterior: 306593 Step Size: 145967.4201 Smoothing Hyper-parameters: 0.087742 0.066121 0.140094 0.056001 0.041609 0.037496 0.078950 Expected Total MS Cnt: 9.91254 Backgound Scale: 0.724581. ITERATION NUMBER 413. Current Log-Posterior: 198605 Step Size: -107988.7542 Smoothing Hyper-parameters: 0.137425 0.050790 0.154621 0.036027 0.040305 0.083695 0.058629 Expected Total MS Cnt: 5.26946 Backgound Scale: 0.734192. ITERATION NUMBER 414. Current Log-Posterior: 164751 Step Size: -33853.62581 Smoothing Hyper-parameters: 0.032166 0.090012 0.076741 0.075401 0.082577 0.106919 0.025356 Expected Total MS Cnt: 2.86248 Backgound Scale: 0.725423. ITERATION NUMBER 415. Current Log-Posterior: 428608 Step Size: 263856.664 Smoothing Hyper-parameters: 0.160961 0.084818 0.057563 0.120281 0.080119 0.005981 0.070473 Expected Total MS Cnt: 4.33943 Backgound Scale: 0.738239. ITERATION NUMBER 416. Current Log-Posterior: 134026 Step Size: -294581.7426 Smoothing Hyper-parameters: 0.075419 0.049722 0.034176 0.029985 0.069133 0.121334 0.064803 Expected Total MS Cnt: 3.06029 Backgound Scale: 0.728646. ITERATION NUMBER 417. Current Log-Posterior: 256208 Step Size: 122182.2455 Smoothing Hyper-parameters: 0.045159 0.117439 0.071795 0.123335 0.062267 0.086240 0.119272 Expected Total MS Cnt: 2.41159 Backgound Scale: 0.732401. ITERATION NUMBER 418. Current Log-Posterior: 311756 Step Size: 55548.06142 Smoothing Hyper-parameters: 0.076444 0.055311 0.098440 0.053610 0.081418 0.067562 0.060420 Expected Total MS Cnt: 3.45058 Backgound Scale: 0.726053. ITERATION NUMBER 419. Current Log-Posterior: 229403 Step Size: -82353.4244 Smoothing Hyper-parameters: 0.140921 0.050783 0.060573 0.067178 0.052220 0.047060 0.052600 Expected Total MS Cnt: 2.99074 Backgound Scale: 0.731613. ITERATION NUMBER 420. Current Log-Posterior: 166619 Step Size: -62784.00717 Smoothing Hyper-parameters: 0.090233 0.106224 0.054830 0.064799 0.122766 0.090926 0.124137 Expected Total MS Cnt: 6.61685 Backgound Scale: 0.723843. ITERATION NUMBER 421. Current Log-Posterior: 185347 Step Size: 18728.6408 Smoothing Hyper-parameters: 0.032943 0.075135 0.073184 0.113823 0.175400 0.089722 0.044771 Expected Total MS Cnt: 2.75202 Backgound Scale: 0.728517. ITERATION NUMBER 422. Current Log-Posterior: 423103 Step Size: 237756.0166 Smoothing Hyper-parameters: 0.028205 0.082326 0.122648 0.060072 0.126046 0.032482 0.099038 Expected Total MS Cnt: 3.03451 Backgound Scale: 0.73353. ITERATION NUMBER 423. Current Log-Posterior: 475351 Step Size: 52247.68534 Smoothing Hyper-parameters: 0.088401 0.144749 0.061932 0.071183 0.122650 0.017843 0.051173 Expected Total MS Cnt: 2.41331 Backgound Scale: 0.734188. ITERATION NUMBER 424. Current Log-Posterior: 176298 Step Size: -299053.298 Smoothing Hyper-parameters: 0.123619 0.011499 0.049721 0.071444 0.024951 0.095740 0.120210 Expected Total MS Cnt: 2.15402 Backgound Scale: 0.728891. ITERATION NUMBER 425. Current Log-Posterior: 383864 Step Size: 207565.744 Smoothing Hyper-parameters: 0.136404 0.119553 0.120491 0.069414 0.076812 0.033237 0.041092 Expected Total MS Cnt: 3.57621 Backgound Scale: 0.732442. ITERATION NUMBER 426. Current Log-Posterior: 128853 Step Size: -255010.0983 Smoothing Hyper-parameters: 0.075404 0.062786 0.063596 0.122012 0.116889 0.106611 0.081343 Expected Total MS Cnt: 2.34276 Backgound Scale: 0.741524. ITERATION NUMBER 427. Current Log-Posterior: 227086 Step Size: 98232.64877 Smoothing Hyper-parameters: 0.100459 0.105425 0.043239 0.043677 0.038333 0.028509 0.043412 Expected Total MS Cnt: 1.54073 Backgound Scale: 0.735637. ITERATION NUMBER 428. Current Log-Posterior: 178570 Step Size: -48516.59459 Smoothing Hyper-parameters: 0.081055 0.064392 0.088587 0.101219 0.072514 0.053385 0.074790 Expected Total MS Cnt: 2.30198 Backgound Scale: 0.740196. ITERATION NUMBER 429. Current Log-Posterior: 211156 Step Size: 32585.99389 Smoothing Hyper-parameters: 0.093441 0.033046 0.050474 0.121279 0.077667 0.073477 0.020124 Expected Total MS Cnt: 1.20053 Backgound Scale: 0.740417. ITERATION NUMBER 430. Current Log-Posterior: 244530 Step Size: 33374.3424 Smoothing Hyper-parameters: 0.058956 0.079652 0.058629 0.043700 0.008713 0.084559 0.099946 Expected Total MS Cnt: 1.84783 Backgound Scale: 0.729859. ITERATION NUMBER 431. Current Log-Posterior: 270159 Step Size: 25629.45802 Smoothing Hyper-parameters: 0.049557 0.125527 0.110238 0.051158 0.105066 0.087294 0.095012 Expected Total MS Cnt: 2.51952 Backgound Scale: 0.730932. ITERATION NUMBER 432. Current Log-Posterior: 281199 Step Size: 11039.33707 Smoothing Hyper-parameters: 0.077101 0.096736 0.099842 0.122767 0.095895 0.069678 0.055240 Expected Total MS Cnt: 0.464792 Backgound Scale: 0.72996. ITERATION NUMBER 433. Current Log-Posterior: 202534 Step Size: -78664.32322 Smoothing Hyper-parameters: 0.064038 0.114105 0.110399 0.119963 0.078013 0.115538 0.101977 Expected Total MS Cnt: 2.77739 Backgound Scale: 0.720764. ITERATION NUMBER 434. Current Log-Posterior: 227987 Step Size: 25452.29094 Smoothing Hyper-parameters: 0.048138 0.132071 0.057993 0.056233 0.090902 0.065507 0.059942 Expected Total MS Cnt: 2.39665 Backgound Scale: 0.725341. ITERATION NUMBER 435. Current Log-Posterior: 296449 Step Size: 68462.09138 Smoothing Hyper-parameters: 0.065912 0.059351 0.053410 0.121250 0.101737 0.064678 0.055326 Expected Total MS Cnt: 2.31114 Backgound Scale: 0.734478. ITERATION NUMBER 436. Current Log-Posterior: 254947 Step Size: -41501.76743 Smoothing Hyper-parameters: 0.005620 0.074626 0.033718 0.075466 0.084333 0.079332 0.067400 Expected Total MS Cnt: 2.32619 Backgound Scale: 0.73774. ITERATION NUMBER 437. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.071020 0.066180 0.090175 0.058334 0.040040 0.048166 0.103948 Expected Total MS Cnt: 1.09638 Backgound Scale: 0.73162. ITERATION NUMBER 438. Current Log-Posterior: 233346 Step Size: -inf Smoothing Hyper-parameters: 0.177120 0.106760 0.030334 0.064331 0.142486 0.075932 0.090316 Expected Total MS Cnt: 2.2842 Backgound Scale: 0.730599. ITERATION NUMBER 439. Current Log-Posterior: 129019 Step Size: -104327.0838 Smoothing Hyper-parameters: 0.011592 0.031523 0.030785 0.034971 0.166327 0.053052 0.114204 Expected Total MS Cnt: 4.65194 Backgound Scale: 0.732193. ITERATION NUMBER 440. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.019755 0.076427 0.084191 0.022925 0.107485 0.066769 0.094771 Expected Total MS Cnt: 4.70642 Backgound Scale: 0.724864. ITERATION NUMBER 441. Current Log-Posterior: 681329 Step Size: -inf Smoothing Hyper-parameters: 0.051117 0.024590 0.044029 0.041927 0.048249 0.130325 0.084007 Expected Total MS Cnt: 6.45707 Backgound Scale: 0.719273. ITERATION NUMBER 442. Current Log-Posterior: 385216 Step Size: -296112.9183 Smoothing Hyper-parameters: 0.050543 0.094642 0.043082 0.098639 0.137400 0.089324 0.040182 Expected Total MS Cnt: 7.93407 Backgound Scale: 0.741784. ITERATION NUMBER 443. Current Log-Posterior: 296795 Step Size: -88420.58721 Smoothing Hyper-parameters: 0.071873 0.085219 0.090777 0.047281 0.028964 0.070669 0.038630 Expected Total MS Cnt: 5.69291 Backgound Scale: 0.741786. ITERATION NUMBER 444. Current Log-Posterior: 221316 Step Size: -75479.37437 Smoothing Hyper-parameters: 0.049177 0.108676 0.030601 0.074979 0.067169 0.073459 0.088922 Expected Total MS Cnt: 7.7452 Backgound Scale: 0.722678. ITERATION NUMBER 445. Current Log-Posterior: 304154 Step Size: 82838.35741 Smoothing Hyper-parameters: 0.086744 0.121452 0.068887 0.083024 0.048027 0.064446 0.074966 Expected Total MS Cnt: 1.75587 Backgound Scale: 0.732645. ITERATION NUMBER 446. Current Log-Posterior: 184988 Step Size: -119166.1398 Smoothing Hyper-parameters: 0.056705 0.070929 0.065205 0.132070 0.089320 0.032805 0.042153 Expected Total MS Cnt: 1.8679 Backgound Scale: 0.726788. ITERATION NUMBER 447. Current Log-Posterior: 272560 Step Size: 87571.628 Smoothing Hyper-parameters: 0.066846 0.122309 0.050798 0.096199 0.081667 0.047705 0.084756 Expected Total MS Cnt: 0.0844864 Backgound Scale: 0.73036. ITERATION NUMBER 448. Current Log-Posterior: 228052 Step Size: -44508.14406 Smoothing Hyper-parameters: 0.056448 0.051232 0.098390 0.106344 0.034195 0.145073 0.036685 Expected Total MS Cnt: 0.516184 Backgound Scale: 0.734454. ITERATION NUMBER 449. Current Log-Posterior: 291116 Step Size: 63064.55045 Smoothing Hyper-parameters: 0.069670 0.042916 0.056258 0.074421 0.064137 0.025481 0.100453 Expected Total MS Cnt: 4.17786 Backgound Scale: 0.736297. ITERATION NUMBER 450. Current Log-Posterior: 267298 Step Size: -23817.96433 Smoothing Hyper-parameters: 0.139493 0.086716 0.070673 0.035377 0.116990 0.110160 0.079347 Expected Total MS Cnt: 2.82231 Backgound Scale: 0.733096. ITERATION NUMBER 451. Current Log-Posterior: 142904 Step Size: -124393.8665 Smoothing Hyper-parameters: 0.073690 0.031516 0.068007 0.150083 0.054416 0.066803 0.088831 Expected Total MS Cnt: 1.03826 Backgound Scale: 0.720589. ITERATION NUMBER 452. Current Log-Posterior: 276783 Step Size: 133878.2457 Smoothing Hyper-parameters: 0.078203 0.064073 0.041577 0.064466 0.019668 0.078974 0.103699 Expected Total MS Cnt: 0.211725 Backgound Scale: 0.729693. ITERATION NUMBER 453. Current Log-Posterior: 227933 Step Size: -48849.4016 Smoothing Hyper-parameters: 0.113701 0.063399 0.085194 0.050802 0.130116 0.098334 0.030700 Expected Total MS Cnt: 0.425531 Backgound Scale: 0.743881. ITERATION NUMBER 454. Current Log-Posterior: 171621 Step Size: -56312.12389 Smoothing Hyper-parameters: 0.027146 0.077114 0.050042 0.042472 0.094232 0.053864 0.056450 Expected Total MS Cnt: 0.234103 Backgound Scale: 0.73121. ITERATION NUMBER 455. Current Log-Posterior: 507980 Step Size: 336358.8521 Smoothing Hyper-parameters: 0.036421 0.070582 0.089931 0.047566 0.063631 0.006089 0.048047 Expected Total MS Cnt: 1.027 Backgound Scale: 0.724341. ITERATION NUMBER 456. Current Log-Posterior: 401577 Step Size: -106403.1877 Smoothing Hyper-parameters: 0.039033 0.033370 0.057301 0.075951 0.153418 0.060440 0.015397 Expected Total MS Cnt: 0.139025 Backgound Scale: 0.732087. ITERATION NUMBER 457. Current Log-Posterior: 425322 Step Size: 23744.71493 Smoothing Hyper-parameters: 0.074407 0.162895 0.097398 0.097465 0.036892 0.057889 0.120596 Expected Total MS Cnt: 0.016411 Backgound Scale: 0.73196. ITERATION NUMBER 458. Current Log-Posterior: 196955 Step Size: -228366.4177 Smoothing Hyper-parameters: 0.129692 0.061161 0.074624 0.097465 0.070491 0.081597 0.031984 Expected Total MS Cnt: 0.696397 Backgound Scale: 0.723084. ITERATION NUMBER 459. Current Log-Posterior: 158743 Step Size: -38211.84211 Smoothing Hyper-parameters: 0.104018 0.077323 0.138302 0.082563 0.077341 0.107312 0.032370 Expected Total MS Cnt: 0.526345 Backgound Scale: 0.715133. ITERATION NUMBER 460. Current Log-Posterior: 171081 Step Size: 12337.28222 Smoothing Hyper-parameters: 0.024341 0.062375 0.087094 0.082563 0.045292 0.052926 0.032887 Expected Total MS Cnt: 0.960005 Backgound Scale: 0.748965. ITERATION NUMBER 461. Current Log-Posterior: 556811 Step Size: 385730.6178 Smoothing Hyper-parameters: 0.028595 0.080043 0.107786 0.088284 0.052930 0.076198 0.009493 Expected Total MS Cnt: 2.47489 Backgound Scale: 0.722412. ITERATION NUMBER 462. Current Log-Posterior: 478679 Step Size: -78132.41857 Smoothing Hyper-parameters: 0.091550 0.071642 0.107231 0.029856 0.011707 0.081641 0.110393 Expected Total MS Cnt: 0.117574 Backgound Scale: 0.731453. ITERATION NUMBER 463. Current Log-Posterior: 195083 Step Size: -283595.4226 Smoothing Hyper-parameters: 0.070435 0.064546 0.079726 0.070254 0.057717 0.027041 0.027681 Expected Total MS Cnt: 1.39342 Backgound Scale: 0.723495. ITERATION NUMBER 464. Current Log-Posterior: 235262 Step Size: 40178.55932 Smoothing Hyper-parameters: 0.070210 0.029971 0.044669 0.111139 0.067311 0.033352 0.119271 Expected Total MS Cnt: 0.552552 Backgound Scale: 0.735418. ITERATION NUMBER 465. Current Log-Posterior: 297112 Step Size: 61850.57274 Smoothing Hyper-parameters: 0.119883 0.096765 0.048252 0.056304 0.096933 0.173317 0.124373 Expected Total MS Cnt: 0.0529091 Backgound Scale: 0.729774. ITERATION NUMBER 466. Current Log-Posterior: 156235 Step Size: -140877.9792 Smoothing Hyper-parameters: 0.078975 0.071793 0.069305 0.115499 0.036031 0.046260 0.013051 Expected Total MS Cnt: 0.588343 Backgound Scale: 0.728474. ITERATION NUMBER 467. Current Log-Posterior: 215694 Step Size: 59459.05935 Smoothing Hyper-parameters: 0.103754 0.094288 0.080748 0.124686 0.016247 0.084204 0.087048 Expected Total MS Cnt: 0.966916 Backgound Scale: 0.731931. ITERATION NUMBER 468. Current Log-Posterior: 167541 Step Size: -48152.65579 Smoothing Hyper-parameters: 0.013978 0.019264 0.042546 0.057047 0.137522 0.031093 0.097569 Expected Total MS Cnt: 3.16039 Backgound Scale: 0.732942. ITERATION NUMBER 469. Current Log-Posterior: 1.06775e+06 Step Size: 900205.0547 Smoothing Hyper-parameters: 0.018275 0.057896 0.027293 0.060322 0.054050 0.098519 0.072308 Expected Total MS Cnt: 1.12211 Backgound Scale: 0.730354. ITERATION NUMBER 470. Current Log-Posterior: 756847 Step Size: -310898.8004 Smoothing Hyper-parameters: 0.030444 0.030628 0.014157 0.078840 0.097673 0.047127 0.064415 Expected Total MS Cnt: 1.08036 Backgound Scale: 0.745542. ITERATION NUMBER 471. Current Log-Posterior: 556875 Step Size: -199972.193 Smoothing Hyper-parameters: 0.037571 0.091638 0.108316 0.061295 0.095651 0.087186 0.104153 Expected Total MS Cnt: 3.71535 Backgound Scale: 0.729033. ITERATION NUMBER 472. Current Log-Posterior: 362074 Step Size: -194801.2308 Smoothing Hyper-parameters: 0.020746 0.135576 0.064487 0.113406 0.072117 0.113230 0.043185 Expected Total MS Cnt: 2.29651 Backgound Scale: 0.731188. ITERATION NUMBER 473. Current Log-Posterior: 621038 Step Size: 258963.9549 Smoothing Hyper-parameters: 0.030021 0.052739 0.075887 0.044835 0.094815 0.056593 0.038748 Expected Total MS Cnt: 2.40728 Backgound Scale: 0.730333. ITERATION NUMBER 474. Current Log-Posterior: 482042 Step Size: -138995.9888 Smoothing Hyper-parameters: 0.049286 0.030617 0.076355 0.051764 0.076776 0.157808 0.053882 Expected Total MS Cnt: 2.03413 Backgound Scale: 0.738421. ITERATION NUMBER 475. Current Log-Posterior: 361475 Step Size: -120567.1926 Smoothing Hyper-parameters: 0.126441 0.017875 0.105505 0.039227 0.168264 0.154561 0.092457 Expected Total MS Cnt: 0.835447 Backgound Scale: 0.741102. ITERATION NUMBER 476. Current Log-Posterior: 287561 Step Size: -73913.72522 Smoothing Hyper-parameters: 0.014193 0.114549 0.115321 0.070489 0.052873 0.036300 0.094021 Expected Total MS Cnt: 3.68571 Backgound Scale: 0.727176. ITERATION NUMBER 477. Current Log-Posterior: 891209 Step Size: 603648.6763 Smoothing Hyper-parameters: 0.020869 0.057820 0.098609 0.112797 0.060835 0.078593 0.122458 Expected Total MS Cnt: 7.15329 Backgound Scale: 0.741315. ITERATION NUMBER 478. Current Log-Posterior: 645464 Step Size: -245745.1221 Smoothing Hyper-parameters: 0.036782 0.109713 0.062684 0.076970 0.097235 0.014501 0.140405 Expected Total MS Cnt: 1.71069 Backgound Scale: 0.722336. ITERATION NUMBER 479. Current Log-Posterior: 367143 Step Size: -278321.1813 Smoothing Hyper-parameters: 0.053157 0.058226 0.121962 0.101605 0.072298 0.110594 0.034324 Expected Total MS Cnt: 7.73492 Backgound Scale: 0.74061. ITERATION NUMBER 480. Current Log-Posterior: 292439 Step Size: -74704.30234 Smoothing Hyper-parameters: 0.085538 0.105412 0.072477 0.043793 0.106570 0.092310 0.069443 Expected Total MS Cnt: 6.29095 Backgound Scale: 0.723894. ITERATION NUMBER 481. Current Log-Posterior: 187014 Step Size: -105425.1591 Smoothing Hyper-parameters: 0.097220 0.088957 0.147877 0.064341 0.073935 0.056649 0.051949 Expected Total MS Cnt: 7.82477 Backgound Scale: 0.733555. ITERATION NUMBER 482. Current Log-Posterior: 171674 Step Size: -15339.33315 Smoothing Hyper-parameters: 0.051192 0.081903 0.113978 0.058196 0.027249 0.132882 0.065215 Expected Total MS Cnt: 10.2435 Backgound Scale: 0.719859. ITERATION NUMBER 483. Current Log-Posterior: 289288 Step Size: 117613.9861 Smoothing Hyper-parameters: 0.106535 0.098109 0.116150 0.096960 0.036183 0.107795 0.124369 Expected Total MS Cnt: 2.68065 Backgound Scale: 0.719821. ITERATION NUMBER 484. Current Log-Posterior: 158582 Step Size: -130706.4125 Smoothing Hyper-parameters: 0.133766 0.113001 0.108951 0.053068 0.056403 0.085158 0.074976 Expected Total MS Cnt: 3.54478 Backgound Scale: 0.729641. ITERATION NUMBER 485. Current Log-Posterior: 130728 Step Size: -27854.37688 Smoothing Hyper-parameters: 0.069996 0.105886 0.045568 0.050770 0.046103 0.023539 0.084020 Expected Total MS Cnt: 1.82404 Backgound Scale: 0.73061. ITERATION NUMBER 486. Current Log-Posterior: 227686 Step Size: 96958.1228 Smoothing Hyper-parameters: 0.064957 0.043356 0.079568 0.080850 0.067722 0.035202 0.049628 Expected Total MS Cnt: 1.0547 Backgound Scale: 0.707241. ITERATION NUMBER 487. Current Log-Posterior: 271247 Step Size: 43560.98693 Smoothing Hyper-parameters: 0.056155 0.105381 0.073240 0.011686 0.117757 0.017353 0.126162 Expected Total MS Cnt: 9.21217 Backgound Scale: 0.746363. ITERATION NUMBER 488. Current Log-Posterior: 277238 Step Size: 5991.385676 Smoothing Hyper-parameters: 0.118595 0.074874 0.064494 0.150496 0.003314 0.088051 0.036557 Expected Total MS Cnt: 2.33606 Backgound Scale: 0.727546. ITERATION NUMBER 489. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.138094 0.014966 0.059915 0.039265 0.084106 0.038956 0.059495 Expected Total MS Cnt: 2.69322 Backgound Scale: 0.742773. ITERATION NUMBER 490. Current Log-Posterior: 309186 Step Size: -inf Smoothing Hyper-parameters: 0.038260 0.051128 0.026932 0.021341 0.057255 0.057065 0.105174 Expected Total MS Cnt: 3.46593 Backgound Scale: 0.730507. ITERATION NUMBER 491. Current Log-Posterior: 419853 Step Size: 110667.1154 Smoothing Hyper-parameters: 0.134268 0.101415 0.033129 0.029185 0.079777 0.119441 0.058704 Expected Total MS Cnt: 2.63261 Backgound Scale: 0.727949. ITERATION NUMBER 492. Current Log-Posterior: 152277 Step Size: -267575.7989 Smoothing Hyper-parameters: 0.119150 0.025303 0.026758 0.056583 0.070564 0.110300 0.110304 Expected Total MS Cnt: 3.4351 Backgound Scale: 0.734108. ITERATION NUMBER 493. Current Log-Posterior: 259590 Step Size: 107312.0748 Smoothing Hyper-parameters: 0.020952 0.059907 0.016997 0.060956 0.065386 0.024344 0.016834 Expected Total MS Cnt: 4.07208 Backgound Scale: 0.737093. ITERATION NUMBER 494. Current Log-Posterior: 686353 Step Size: 426763.9365 Smoothing Hyper-parameters: 0.080582 0.121427 0.047619 0.085121 0.012966 0.055214 0.104615 Expected Total MS Cnt: 5.17238 Backgound Scale: 0.731623. ITERATION NUMBER 495. Current Log-Posterior: 199871 Step Size: -486482.5971 Smoothing Hyper-parameters: 0.104842 0.051142 0.103922 0.047071 0.020981 0.052211 0.087767 Expected Total MS Cnt: 6.39113 Backgound Scale: 0.731534. ITERATION NUMBER 496. Current Log-Posterior: 192767 Step Size: -7103.449696 Smoothing Hyper-parameters: 0.068842 0.054536 0.063711 0.013651 0.086129 0.036007 0.096681 Expected Total MS Cnt: 6.70252 Backgound Scale: 0.736755. ITERATION NUMBER 497. Current Log-Posterior: 258048 Step Size: 65280.99888 Smoothing Hyper-parameters: 0.068702 0.110288 0.081289 0.063511 0.100536 0.068733 0.110786 Expected Total MS Cnt: 5.61466 Backgound Scale: 0.730654. ITERATION NUMBER 498. Current Log-Posterior: 222043 Step Size: -36005.34877 Smoothing Hyper-parameters: 0.081156 0.056047 0.104560 0.102325 0.015887 0.061465 0.053650 Expected Total MS Cnt: 4.99068 Backgound Scale: 0.731832. ITERATION NUMBER 499. Current Log-Posterior: 218299 Step Size: -3744.463747 Smoothing Hyper-parameters: 0.070129 0.013648 0.031618 0.049444 0.085829 0.061583 0.063610 Expected Total MS Cnt: 7.14846 Backgound Scale: 0.728858. ITERATION NUMBER 500. Current Log-Posterior: 428131 Step Size: 209832.2575 Smoothing Hyper-parameters: 0.075147 0.051771 0.101944 0.055095 0.082142 0.089930 0.020868 Expected Total MS Cnt: 4.83511 Backgound Scale: 0.723323. ITERATION NUMBER 501. Current Log-Posterior: 236970 Step Size: -191161.2168 Smoothing Hyper-parameters: 0.115167 0.080602 0.087879 0.144762 0.061425 0.110920 0.115848 Expected Total MS Cnt: 1.82566 Backgound Scale: 0.726154. ITERATION NUMBER 502. Current Log-Posterior: 156920 Step Size: -80049.64265 Smoothing Hyper-parameters: 0.116528 0.059319 0.065635 0.129121 0.131187 0.079726 0.057919 Expected Total MS Cnt: 2.74566 Backgound Scale: 0.734015. ITERATION NUMBER 503. Current Log-Posterior: 173747 Step Size: 16826.87196 Smoothing Hyper-parameters: 0.130350 0.093982 0.064602 0.064307 0.047220 0.044976 0.068835 Expected Total MS Cnt: 5.83161 Backgound Scale: 0.73413. ITERATION NUMBER 504. Current Log-Posterior: 146440 Step Size: -27306.49578 Smoothing Hyper-parameters: 0.037054 0.052866 0.070552 0.097434 0.118054 0.032685 0.094598 Expected Total MS Cnt: 7.26214 Backgound Scale: 0.734738. ITERATION NUMBER 505. Current Log-Posterior: 394537 Step Size: 248096.1081 Smoothing Hyper-parameters: 0.022992 0.071904 0.057373 0.114363 0.046653 0.041232 0.141778 Expected Total MS Cnt: 9.11491 Backgound Scale: 0.724892. ITERATION NUMBER 506. Current Log-Posterior: 590551 Step Size: 196014.098 Smoothing Hyper-parameters: 0.115352 0.060250 0.075300 0.047132 0.093782 0.142807 0.051159 Expected Total MS Cnt: 4.50179 Backgound Scale: 0.732443. ITERATION NUMBER 507. Current Log-Posterior: 175976 Step Size: -414574.3284 Smoothing Hyper-parameters: 0.079492 0.055301 0.040244 0.061452 0.088472 0.054483 0.066074 Expected Total MS Cnt: 3.47869 Backgound Scale: 0.730425. ITERATION NUMBER 508. Current Log-Posterior: 234433 Step Size: 58457.1136 Smoothing Hyper-parameters: 0.075373 0.127818 0.009990 0.034003 0.084703 0.029829 0.077386 Expected Total MS Cnt: 9.40117 Backgound Scale: 0.728649. ITERATION NUMBER 509. Current Log-Posterior: 269156 Step Size: 34722.58316 Smoothing Hyper-parameters: 0.052471 0.075222 0.128952 0.054156 0.073234 0.043171 0.103267 Expected Total MS Cnt: 9.63751 Backgound Scale: 0.725089. ITERATION NUMBER 510. Current Log-Posterior: 282548 Step Size: 13391.728 Smoothing Hyper-parameters: 0.020362 0.123865 0.134773 0.083567 0.065681 0.059987 0.074544 Expected Total MS Cnt: 19.3692 Backgound Scale: 0.716801. ITERATION NUMBER 511. Current Log-Posterior: 637757 Step Size: 355209.2972 Smoothing Hyper-parameters: 0.041406 0.068846 0.118024 0.074614 0.046585 0.015484 0.084059 Expected Total MS Cnt: 15.2239 Backgound Scale: 0.723823. ITERATION NUMBER 512. Current Log-Posterior: 350619 Step Size: -287137.8059 Smoothing Hyper-parameters: 0.048326 0.107429 0.138895 0.120403 0.103435 0.135057 0.055408 Expected Total MS Cnt: 10.6543 Backgound Scale: 0.730146. ITERATION NUMBER 513. Current Log-Posterior: 291358 Step Size: -59260.75681 Smoothing Hyper-parameters: 0.069058 0.072785 0.096099 0.085749 0.014964 0.123543 0.087393 Expected Total MS Cnt: 17.4677 Backgound Scale: 0.731063. ITERATION NUMBER 514. Current Log-Posterior: 235698 Step Size: -55660.16013 Smoothing Hyper-parameters: 0.054889 0.076675 0.130707 0.067947 0.122174 0.117087 0.123951 Expected Total MS Cnt: 9.48457 Backgound Scale: 0.74555. ITERATION NUMBER 515. Current Log-Posterior: 273847 Step Size: 38148.58402 Smoothing Hyper-parameters: 0.077253 0.065466 0.055702 0.079833 0.077919 0.133713 0.146649 Expected Total MS Cnt: 7.28707 Backgound Scale: 0.728322. ITERATION NUMBER 516. Current Log-Posterior: 222544 Step Size: -51302.97694 Smoothing Hyper-parameters: 0.122572 0.056957 0.083785 0.047802 0.128666 0.093339 0.035528 Expected Total MS Cnt: 8.65523 Backgound Scale: 0.732642. ITERATION NUMBER 517. Current Log-Posterior: 171499 Step Size: -51044.62594 Smoothing Hyper-parameters: 0.107500 0.079043 0.081385 0.061375 0.110375 0.071946 0.140787 Expected Total MS Cnt: 9.86454 Backgound Scale: 0.718259. ITERATION NUMBER 518. Current Log-Posterior: 168619 Step Size: -2880.330018 Smoothing Hyper-parameters: 0.028773 0.048990 0.100760 0.077394 0.114650 0.085804 0.134484 Expected Total MS Cnt: 14.8519 Backgound Scale: 0.742591. ITERATION NUMBER 519. Current Log-Posterior: 493989 Step Size: 325370.5528 Smoothing Hyper-parameters: 0.025398 0.029229 0.029398 0.081297 0.061865 0.106394 0.090325 Expected Total MS Cnt: 12.6702 Backgound Scale: 0.73831. ITERATION NUMBER 520. Current Log-Posterior: 615897 Step Size: 121907.855 Smoothing Hyper-parameters: 0.050714 0.085882 0.092336 0.100658 0.069636 0.097914 0.075601 Expected Total MS Cnt: 5.14486 Backgound Scale: 0.72701. ITERATION NUMBER 521. Current Log-Posterior: 285854 Step Size: -330043.5154 Smoothing Hyper-parameters: 0.050326 0.045081 0.069317 0.144650 0.153409 0.105895 0.070310 Expected Total MS Cnt: 15.8556 Backgound Scale: 0.723954. ITERATION NUMBER 522. Current Log-Posterior: 321188 Step Size: 35334.53146 Smoothing Hyper-parameters: 0.073590 0.102018 0.060789 0.145759 0.124846 0.056111 0.132385 Expected Total MS Cnt: 6.73163 Backgound Scale: 0.733626. ITERATION NUMBER 523. Current Log-Posterior: 211085 Step Size: -110103.1396 Smoothing Hyper-parameters: 0.076307 0.020668 0.077771 0.045016 0.079647 0.090164 0.060080 Expected Total MS Cnt: 12.4738 Backgound Scale: 0.74601. ITERATION NUMBER 524. Current Log-Posterior: 319580 Step Size: 108494.982 Smoothing Hyper-parameters: 0.089093 0.053354 0.063753 0.027128 0.126660 0.051930 0.129849 Expected Total MS Cnt: 10.1981 Backgound Scale: 0.717566. ITERATION NUMBER 525. Current Log-Posterior: 214210 Step Size: -105370.6774 Smoothing Hyper-parameters: 0.060391 0.061611 0.078425 0.133048 0.034527 0.057585 0.065015 Expected Total MS Cnt: 5.07258 Backgound Scale: 0.736489. ITERATION NUMBER 526. Current Log-Posterior: 267288 Step Size: 53078.10899 Smoothing Hyper-parameters: 0.177547 0.090046 0.002278 0.134447 0.068400 0.053642 0.064872 Expected Total MS Cnt: 7.55268 Backgound Scale: 0.727134. ITERATION NUMBER 527. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.058576 0.126752 0.064715 0.153650 0.089201 0.035620 0.016654 Expected Total MS Cnt: 4.91737 Backgound Scale: 0.728075. ITERATION NUMBER 528. Current Log-Posterior: 246386 Step Size: -inf Smoothing Hyper-parameters: 0.020570 0.098567 0.080754 0.073238 0.105606 0.083099 0.082015 Expected Total MS Cnt: 3.77119 Backgound Scale: 0.726609. ITERATION NUMBER 529. Current Log-Posterior: 642884 Step Size: 396497.8474 Smoothing Hyper-parameters: 0.052236 0.112352 0.078283 0.095039 0.050625 0.100483 0.088676 Expected Total MS Cnt: 2.13207 Backgound Scale: 0.727262. ITERATION NUMBER 530. Current Log-Posterior: 274786 Step Size: -368098.683 Smoothing Hyper-parameters: 0.069227 0.072931 0.119539 0.108874 0.086009 0.047389 0.057250 Expected Total MS Cnt: 3.45561 Backgound Scale: 0.729308. ITERATION NUMBER 531. Current Log-Posterior: 228199 Step Size: -46586.39694 Smoothing Hyper-parameters: 0.049635 0.084482 0.038306 0.097957 0.078599 0.091215 0.098219 Expected Total MS Cnt: 0.661752 Backgound Scale: 0.747049. ITERATION NUMBER 532. Current Log-Posterior: 302754 Step Size: 74554.59439 Smoothing Hyper-parameters: 0.109634 0.132523 0.108644 0.015149 0.045013 0.041679 0.015636 Expected Total MS Cnt: 1.29506 Backgound Scale: 0.723182. ITERATION NUMBER 533. Current Log-Posterior: 157769 Step Size: -144985.1722 Smoothing Hyper-parameters: 0.045514 0.086717 0.020689 0.072526 0.078003 0.071018 0.018514 Expected Total MS Cnt: 1.99646 Backgound Scale: 0.739812. ITERATION NUMBER 534. Current Log-Posterior: 341675 Step Size: 183906.1197 Smoothing Hyper-parameters: 0.052497 0.079736 0.083427 0.052490 0.072669 0.080315 0.011035 Expected Total MS Cnt: 1.44562 Backgound Scale: 0.728752. ITERATION NUMBER 535. Current Log-Posterior: 283995 Step Size: -57679.20588 Smoothing Hyper-parameters: 0.093474 0.021341 0.086710 0.091951 0.029106 0.001961 0.082922 Expected Total MS Cnt: 2.56338 Backgound Scale: 0.730718. ITERATION NUMBER 536. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.073949 0.122411 0.014995 0.095670 0.040198 0.064639 0.127918 Expected Total MS Cnt: 1.34423 Backgound Scale: 0.729369. ITERATION NUMBER 537. Current Log-Posterior: 247253 Step Size: -inf Smoothing Hyper-parameters: 0.052885 0.043412 0.038376 0.129634 0.016120 0.053494 0.071755 Expected Total MS Cnt: 1.59568 Backgound Scale: 0.726118. ITERATION NUMBER 538. Current Log-Posterior: 322047 Step Size: 74793.19802 Smoothing Hyper-parameters: 0.026594 0.067523 0.102491 0.073341 0.092500 0.064337 0.076594 Expected Total MS Cnt: 1.45642 Backgound Scale: 0.723374. ITERATION NUMBER 539. Current Log-Posterior: 515838 Step Size: 193791.0601 Smoothing Hyper-parameters: 0.037872 0.043973 0.112685 0.052064 0.084876 0.059694 0.109737 Expected Total MS Cnt: 0.550095 Backgound Scale: 0.734586. ITERATION NUMBER 540. Current Log-Posterior: 404858 Step Size: -110979.877 Smoothing Hyper-parameters: 0.049550 0.101531 0.031532 0.125456 0.063354 0.075194 0.046771 Expected Total MS Cnt: 0.00872337 Backgound Scale: 0.722005. ITERATION NUMBER 541. Current Log-Posterior: 305654 Step Size: -99204.03564 Smoothing Hyper-parameters: 0.065595 0.114596 0.090009 0.082257 0.094129 0.072376 0.136098 Expected Total MS Cnt: 0.3605 Backgound Scale: 0.721382. ITERATION NUMBER 542. Current Log-Posterior: 227115 Step Size: -78538.31604 Smoothing Hyper-parameters: 0.100004 0.087723 0.052828 0.077981 0.067828 0.083334 0.129468 Expected Total MS Cnt: 0.0464721 Backgound Scale: 0.718871. ITERATION NUMBER 543. Current Log-Posterior: 177639 Step Size: -49476.72869 Smoothing Hyper-parameters: 0.061092 0.085993 0.052358 0.088679 0.078480 0.120182 0.068584 Expected Total MS Cnt: 0.12883 Backgound Scale: 0.733296. ITERATION NUMBER 544. Current Log-Posterior: 255580 Step Size: 77940.84757 Smoothing Hyper-parameters: 0.042169 0.123347 0.080001 0.068950 0.038028 0.055945 0.082586 Expected Total MS Cnt: 2.84569 Backgound Scale: 0.724575. ITERATION NUMBER 545. Current Log-Posterior: 334606 Step Size: 79026.66229 Smoothing Hyper-parameters: 0.064526 0.072250 0.033322 0.072798 0.113728 0.106395 0.045595 Expected Total MS Cnt: 1.48023 Backgound Scale: 0.738186. ITERATION NUMBER 546. Current Log-Posterior: 259609 Step Size: -74996.76499 Smoothing Hyper-parameters: 0.105047 0.098894 0.015261 0.052257 0.108915 0.097414 0.099943 Expected Total MS Cnt: 0.285958 Backgound Scale: 0.741734. ITERATION NUMBER 547. Current Log-Posterior: 201120 Step Size: -58489.42087 Smoothing Hyper-parameters: 0.095803 0.067384 0.099418 0.086768 0.059599 0.117037 0.012766 Expected Total MS Cnt: 1.55806 Backgound Scale: 0.722539. ITERATION NUMBER 548. Current Log-Posterior: 186302 Step Size: -14818.28846 Smoothing Hyper-parameters: 0.095803 0.109367 0.065902 0.137231 0.042570 0.030411 0.066277 Expected Total MS Cnt: 3.34444 Backgound Scale: 0.739126. ITERATION NUMBER 549. Current Log-Posterior: 173150 Step Size: -13151.36005 Smoothing Hyper-parameters: 0.013604 0.113065 0.057912 0.047728 0.071572 0.089539 0.059336 Expected Total MS Cnt: 0.152179 Backgound Scale: 0.730802. ITERATION NUMBER 550. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.041412 0.067070 0.036035 0.036622 0.092748 0.084289 0.052302 Expected Total MS Cnt: 1.65378 Backgound Scale: 0.740813. ITERATION NUMBER 551. Current Log-Posterior: 364321 Step Size: -inf Smoothing Hyper-parameters: 0.107617 0.035928 0.022948 0.094831 0.058937 0.086165 0.098125 Expected Total MS Cnt: 0.965985 Backgound Scale: 0.726933. ITERATION NUMBER 552. Current Log-Posterior: 233145 Step Size: -131175.7804 Smoothing Hyper-parameters: 0.036937 0.129641 0.090428 0.095519 0.045963 0.047738 0.072513 Expected Total MS Cnt: 0.41642 Backgound Scale: 0.737353. ITERATION NUMBER 553. Current Log-Posterior: 368563 Step Size: 135417.798 Smoothing Hyper-parameters: 0.086749 0.049774 0.107351 0.047210 0.075844 0.107009 0.089804 Expected Total MS Cnt: 2.20081 Backgound Scale: 0.729428. ITERATION NUMBER 554. Current Log-Posterior: 215217 Step Size: -153346.0786 Smoothing Hyper-parameters: 0.074149 0.108183 0.083477 0.141668 0.038214 0.076391 0.072254 Expected Total MS Cnt: 2.55623 Backgound Scale: 0.729144. ITERATION NUMBER 555. Current Log-Posterior: 205997 Step Size: -9220.230431 Smoothing Hyper-parameters: 0.108649 0.120885 0.074993 0.080543 0.045506 0.087329 0.047530 Expected Total MS Cnt: 8.29139 Backgound Scale: 0.725306. ITERATION NUMBER 556. Current Log-Posterior: 154277 Step Size: -51719.81815 Smoothing Hyper-parameters: 0.035753 0.135189 0.078491 0.081047 0.050309 0.166835 0.143586 Expected Total MS Cnt: 9.05462 Backgound Scale: 0.735732. ITERATION NUMBER 557. Current Log-Posterior: 368984 Step Size: 214706.7776 Smoothing Hyper-parameters: 0.032453 0.106103 0.048531 0.097845 0.074852 0.115650 0.024561 Expected Total MS Cnt: 5.21512 Backgound Scale: 0.72949. ITERATION NUMBER 558. Current Log-Posterior: 425187 Step Size: 56203.2249 Smoothing Hyper-parameters: 0.064404 0.044775 0.094297 0.123622 0.090791 0.117835 0.121251 Expected Total MS Cnt: 9.07704 Backgound Scale: 0.729453. ITERATION NUMBER 559. Current Log-Posterior: 265861 Step Size: -159325.9287 Smoothing Hyper-parameters: 0.042085 0.076388 0.091521 0.114916 0.028870 0.066845 0.077616 Expected Total MS Cnt: 9.17976 Backgound Scale: 0.739263. ITERATION NUMBER 560. Current Log-Posterior: 346617 Step Size: 80755.70708 Smoothing Hyper-parameters: 0.116930 0.145373 0.076050 0.069834 0.049509 0.051497 0.089967 Expected Total MS Cnt: 7.47389 Backgound Scale: 0.720652. ITERATION NUMBER 561. Current Log-Posterior: 142238 Step Size: -204378.5976 Smoothing Hyper-parameters: 0.024696 0.104379 0.190448 0.067506 0.077262 0.108090 0.045566 Expected Total MS Cnt: 4.30742 Backgound Scale: 0.726841. ITERATION NUMBER 562. Current Log-Posterior: 530862 Step Size: 388623.8439 Smoothing Hyper-parameters: 0.008862 0.022256 0.098076 0.085778 0.054566 0.102415 0.080191 Expected Total MS Cnt: 9.85779 Backgound Scale: 0.724951. ITERATION NUMBER 563. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.035807 0.088451 0.067542 0.109771 0.036914 0.019762 0.052411 Expected Total MS Cnt: 8.75905 Backgound Scale: 0.723423. ITERATION NUMBER 564. Current Log-Posterior: 392563 Step Size: -inf Smoothing Hyper-parameters: 0.068312 0.104009 0.138574 0.091252 0.108412 0.068676 0.067807 Expected Total MS Cnt: 11.3477 Backgound Scale: 0.733066. ITERATION NUMBER 565. Current Log-Posterior: 217981 Step Size: -174582.021 Smoothing Hyper-parameters: 0.028343 0.023060 0.112031 0.144995 0.113410 0.049098 0.059381 Expected Total MS Cnt: 10.266 Backgound Scale: 0.724831. ITERATION NUMBER 566. Current Log-Posterior: 576351 Step Size: 358370.0716 Smoothing Hyper-parameters: 0.012414 0.034840 0.120589 0.061484 0.116050 0.046561 0.078399 Expected Total MS Cnt: 5.88197 Backgound Scale: 0.720013. ITERATION NUMBER 567. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.080806 0.126308 0.078411 0.047978 0.024407 0.091823 0.137113 Expected Total MS Cnt: 2.31362 Backgound Scale: 0.728902. ITERATION NUMBER 568. Current Log-Posterior: 190101 Step Size: -inf Smoothing Hyper-parameters: 0.061433 0.060965 0.097595 0.058445 0.038909 0.029970 0.089831 Expected Total MS Cnt: 2.8025 Backgound Scale: 0.72128. ITERATION NUMBER 569. Current Log-Posterior: 263382 Step Size: 73281.14754 Smoothing Hyper-parameters: 0.090266 0.099047 0.087972 0.056790 0.078665 0.057905 0.052236 Expected Total MS Cnt: 1.96352 Backgound Scale: 0.733994. ITERATION NUMBER 570. Current Log-Posterior: 182792 Step Size: -80590.12653 Smoothing Hyper-parameters: 0.117903 0.096609 0.110001 0.080756 0.128326 0.118172 0.100606 Expected Total MS Cnt: 1.92085 Backgound Scale: 0.737382. ITERATION NUMBER 571. Current Log-Posterior: 149103 Step Size: -33689.23239 Smoothing Hyper-parameters: 0.069048 0.029324 0.054603 0.097623 0.112215 0.178720 0.016541 Expected Total MS Cnt: 4.10508 Backgound Scale: 0.735466. ITERATION NUMBER 572. Current Log-Posterior: 297673 Step Size: 148570.062 Smoothing Hyper-parameters: 0.066756 0.059389 0.063776 0.090943 0.132326 0.070512 0.010324 Expected Total MS Cnt: 4.54168 Backgound Scale: 0.739384. ITERATION NUMBER 573. Current Log-Posterior: 246836 Step Size: -50837.1682 Smoothing Hyper-parameters: 0.032565 0.139263 0.102353 0.015347 0.087384 0.081934 0.076391 Expected Total MS Cnt: 2.48872 Backgound Scale: 0.727062. ITERATION NUMBER 574. Current Log-Posterior: 420729 Step Size: 173893.7868 Smoothing Hyper-parameters: 0.111460 0.080745 0.047943 0.092924 0.060889 0.039316 0.090464 Expected Total MS Cnt: 2.26617 Backgound Scale: 0.726744. ITERATION NUMBER 575. Current Log-Posterior: 168546 Step Size: -252183.8586 Smoothing Hyper-parameters: 0.010537 0.047890 0.085128 0.059501 0.099189 0.065194 0.102989 Expected Total MS Cnt: 1.14076 Backgound Scale: 0.726654. ITERATION NUMBER 576. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.100147 0.095836 0.043683 0.046078 0.022905 0.023221 0.021788 Expected Total MS Cnt: 2.35899 Backgound Scale: 0.732178. ITERATION NUMBER 577. Current Log-Posterior: 182196 Step Size: -inf Smoothing Hyper-parameters: 0.063134 0.030265 0.029442 0.140018 0.068773 0.050820 0.045605 Expected Total MS Cnt: 2.46175 Backgound Scale: 0.729226. ITERATION NUMBER 578. Current Log-Posterior: 324308 Step Size: 142111.5942 Smoothing Hyper-parameters: 0.072695 0.062314 0.016096 0.032407 0.114135 0.105314 0.098612 Expected Total MS Cnt: 1.72601 Backgound Scale: 0.734429. ITERATION NUMBER 579. Current Log-Posterior: 273145 Step Size: -51162.53577 Smoothing Hyper-parameters: 0.070687 0.065195 0.026335 0.065869 0.064111 0.106678 0.079823 Expected Total MS Cnt: 6.44655 Backgound Scale: 0.717187. ITERATION NUMBER 580. Current Log-Posterior: 253879 Step Size: -19266.14502 Smoothing Hyper-parameters: 0.019348 0.065803 0.043439 0.112845 0.100099 0.060895 0.060883 Expected Total MS Cnt: 4.17034 Backgound Scale: 0.725957. ITERATION NUMBER 581. Current Log-Posterior: 693296 Step Size: 439417.2148 Smoothing Hyper-parameters: 0.050695 0.058333 0.081274 0.049518 0.051763 0.097717 0.066685 Expected Total MS Cnt: 2.24253 Backgound Scale: 0.733119. ITERATION NUMBER 582. Current Log-Posterior: 307576 Step Size: -385720.069 Smoothing Hyper-parameters: 0.043538 0.028956 0.042750 0.081234 0.080069 0.124896 0.075383 Expected Total MS Cnt: 4.15882 Backgound Scale: 0.72999. ITERATION NUMBER 583. Current Log-Posterior: 411164 Step Size: 103588.4091 Smoothing Hyper-parameters: 0.076420 0.047394 0.074804 0.009684 0.028036 0.043977 0.078813 Expected Total MS Cnt: 1.65437 Backgound Scale: 0.737191. ITERATION NUMBER 584. Current Log-Posterior: 255715 Step Size: -155449.4337 Smoothing Hyper-parameters: 0.045977 0.074816 0.019724 0.087145 0.054384 0.103882 0.071735 Expected Total MS Cnt: 0.767075 Backgound Scale: 0.739047. ITERATION NUMBER 585. Current Log-Posterior: 348944 Step Size: 93228.6149 Smoothing Hyper-parameters: 0.106038 0.094555 0.067615 0.051442 0.060013 0.055465 0.050456 Expected Total MS Cnt: 0.696175 Backgound Scale: 0.744767. ITERATION NUMBER 586. Current Log-Posterior: 166362 Step Size: -182581.5643 Smoothing Hyper-parameters: 0.090149 0.114091 0.005449 0.117621 0.035351 0.091659 0.129512 Expected Total MS Cnt: 0.113452 Backgound Scale: 0.728002. ITERATION NUMBER 587. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.031435 0.061705 0.080079 0.045123 0.041691 0.026184 0.115996 Expected Total MS Cnt: 1.47702 Backgound Scale: 0.727547. ITERATION NUMBER 588. Current Log-Posterior: 453396 Step Size: -inf Smoothing Hyper-parameters: 0.056121 0.092981 0.065547 0.053775 0.115261 0.065956 0.059525 Expected Total MS Cnt: 0.360789 Backgound Scale: 0.740702. ITERATION NUMBER 589. Current Log-Posterior: 269734 Step Size: -183661.6936 Smoothing Hyper-parameters: 0.093779 0.050036 0.065844 0.088782 0.039802 0.045144 0.044339 Expected Total MS Cnt: 0.476912 Backgound Scale: 0.734224. ITERATION NUMBER 590. Current Log-Posterior: 208438 Step Size: -61296.50727 Smoothing Hyper-parameters: 0.051402 0.049320 0.063748 0.118149 0.078001 0.093844 0.021643 Expected Total MS Cnt: 0.352874 Backgound Scale: 0.713424. ITERATION NUMBER 591. Current Log-Posterior: 313693 Step Size: 105254.7717 Smoothing Hyper-parameters: 0.097355 0.134180 0.060818 0.061620 0.031123 0.015894 0.051671 Expected Total MS Cnt: 1.33392 Backgound Scale: 0.731225. ITERATION NUMBER 592. Current Log-Posterior: 169707 Step Size: -143985.8833 Smoothing Hyper-parameters: 0.112750 0.055920 0.114056 0.039883 0.061112 0.101644 0.048706 Expected Total MS Cnt: 0.979372 Backgound Scale: 0.73547. ITERATION NUMBER 593. Current Log-Posterior: 177449 Step Size: 7742.168745 Smoothing Hyper-parameters: 0.037575 0.046991 0.081199 0.099054 0.056306 0.038536 0.157501 Expected Total MS Cnt: 1.02994 Backgound Scale: 0.737237. ITERATION NUMBER 594. Current Log-Posterior: 396547 Step Size: 219098.0966 Smoothing Hyper-parameters: 0.114344 0.138536 0.082161 0.080984 0.040001 0.017396 0.066831 Expected Total MS Cnt: 0.739044 Backgound Scale: 0.739651. ITERATION NUMBER 595. Current Log-Posterior: 144074 Step Size: -252472.9082 Smoothing Hyper-parameters: 0.054713 0.050664 0.094823 0.080413 0.181006 0.108515 0.071181 Expected Total MS Cnt: 3.86432 Backgound Scale: 0.737712. ITERATION NUMBER 596. Current Log-Posterior: 293599 Step Size: 149524.7176 Smoothing Hyper-parameters: 0.067962 0.072929 0.013705 0.060275 0.070551 0.072160 0.119444 Expected Total MS Cnt: 5.1734 Backgound Scale: 0.72943. ITERATION NUMBER 597. Current Log-Posterior: 282721 Step Size: -10877.72901 Smoothing Hyper-parameters: 0.058705 0.027602 0.106132 0.116502 0.038013 0.106118 0.039678 Expected Total MS Cnt: 4.496 Backgound Scale: 0.738028. ITERATION NUMBER 598. Current Log-Posterior: 326874 Step Size: 44153.00225 Smoothing Hyper-parameters: 0.080516 0.033229 0.023354 0.068477 0.061818 0.086894 0.085890 Expected Total MS Cnt: 7.55099 Backgound Scale: 0.73818. ITERATION NUMBER 599. Current Log-Posterior: 282887 Step Size: -43986.73552 Smoothing Hyper-parameters: 0.079716 0.061738 0.114248 0.119997 0.066098 0.031888 0.121647 Expected Total MS Cnt: 8.02405 Backgound Scale: 0.729787. ITERATION NUMBER 600. Current Log-Posterior: 214437 Step Size: -68450.08557 Smoothing Hyper-parameters: 0.054229 0.077103 0.106043 0.067242 0.123893 0.084111 0.058589 Expected Total MS Cnt: 6.13308 Backgound Scale: 0.722831. ITERATION NUMBER 601. Current Log-Posterior: 273923 Step Size: 59486.05207 Smoothing Hyper-parameters: 0.076830 0.040380 0.013419 0.074876 0.073876 0.117290 0.010222 Expected Total MS Cnt: 7.41729 Backgound Scale: 0.744618. ITERATION NUMBER 602. Current Log-Posterior: 299487 Step Size: 25563.84362 Smoothing Hyper-parameters: 0.074667 0.026685 0.068503 0.067499 0.058231 0.093944 0.072912 Expected Total MS Cnt: 5.71709 Backgound Scale: 0.73485. ITERATION NUMBER 603. Current Log-Posterior: 295481 Step Size: -4006.563185 Smoothing Hyper-parameters: 0.034468 0.093744 0.029202 0.034737 0.060331 0.083020 0.069073 Expected Total MS Cnt: 7.70543 Backgound Scale: 0.729281. ITERATION NUMBER 604. Current Log-Posterior: 415417 Step Size: 119936.5158 Smoothing Hyper-parameters: 0.029102 0.063813 0.064948 0.091589 0.089366 0.072853 0.140241 Expected Total MS Cnt: 5.98241 Backgound Scale: 0.739891. ITERATION NUMBER 605. Current Log-Posterior: 481176 Step Size: 65758.93581 Smoothing Hyper-parameters: 0.045473 0.076140 0.051319 0.118375 0.089067 0.034748 0.032912 Expected Total MS Cnt: 6.02826 Backgound Scale: 0.729743. ITERATION NUMBER 606. Current Log-Posterior: 328898 Step Size: -152277.7 Smoothing Hyper-parameters: 0.105015 0.039898 0.010334 0.062152 0.020504 0.026770 0.060748 Expected Total MS Cnt: 5.76493 Backgound Scale: 0.733455. ITERATION NUMBER 607. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.059552 0.072022 0.110163 0.069660 0.043884 0.027877 0.043590 Expected Total MS Cnt: 3.30587 Backgound Scale: 0.728885. ITERATION NUMBER 608. Current Log-Posterior: 263022 Step Size: -inf Smoothing Hyper-parameters: 0.118058 0.091826 0.091812 0.117478 0.033570 0.051330 0.070334 Expected Total MS Cnt: 6.61367 Backgound Scale: 0.724346. ITERATION NUMBER 609. Current Log-Posterior: 151447 Step Size: -111574.091 Smoothing Hyper-parameters: 0.128479 0.067903 0.124426 0.154242 0.072549 0.055046 0.117414 Expected Total MS Cnt: 11.4268 Backgound Scale: 0.730699. ITERATION NUMBER 610. Current Log-Posterior: 150075 Step Size: -1372.959115 Smoothing Hyper-parameters: 0.039870 0.082730 0.101061 0.108553 0.108625 0.120589 0.147988 Expected Total MS Cnt: 8.78243 Backgound Scale: 0.729825. ITERATION NUMBER 611. Current Log-Posterior: 355908 Step Size: 205833.4707 Smoothing Hyper-parameters: 0.088717 0.066439 0.107675 0.102490 0.055413 0.048262 0.113218 Expected Total MS Cnt: 14.3008 Backgound Scale: 0.729528. ITERATION NUMBER 612. Current Log-Posterior: 197757 Step Size: -158150.8891 Smoothing Hyper-parameters: 0.078710 0.076554 0.124425 0.105985 0.116290 0.094782 0.075575 Expected Total MS Cnt: 11.3244 Backgound Scale: 0.738173. ITERATION NUMBER 613. Current Log-Posterior: 207547 Step Size: 9789.487226 Smoothing Hyper-parameters: 0.074780 0.020249 0.038167 0.060875 0.072390 0.008648 0.143672 Expected Total MS Cnt: 6.29582 Backgound Scale: 0.734719. ITERATION NUMBER 614. Current Log-Posterior: 344509 Step Size: 136962.6836 Smoothing Hyper-parameters: 0.099244 0.056444 0.100805 0.107120 0.064642 0.041008 0.143087 Expected Total MS Cnt: 10.36 Backgound Scale: 0.734366. ITERATION NUMBER 615. Current Log-Posterior: 191044 Step Size: -153465.7186 Smoothing Hyper-parameters: 0.061405 0.116384 0.096410 0.090208 0.038595 0.067771 0.103505 Expected Total MS Cnt: 10.705 Backgound Scale: 0.725596. ITERATION NUMBER 616. Current Log-Posterior: 238288 Step Size: 47244.82163 Smoothing Hyper-parameters: 0.052301 0.079495 0.061432 0.119361 0.130909 0.041089 0.011460 Expected Total MS Cnt: 14.4323 Backgound Scale: 0.733187. ITERATION NUMBER 617. Current Log-Posterior: 288030 Step Size: 49742.1382 Smoothing Hyper-parameters: 0.049467 0.116487 0.041081 0.096381 0.082872 0.095871 0.085251 Expected Total MS Cnt: 13.9091 Backgound Scale: 0.71842. ITERATION NUMBER 618. Current Log-Posterior: 294280 Step Size: 6249.570738 Smoothing Hyper-parameters: 0.151560 0.046796 0.050248 0.129278 0.111183 0.059558 0.069254 Expected Total MS Cnt: 9.18892 Backgound Scale: 0.722278. ITERATION NUMBER 619. Current Log-Posterior: 166264 Step Size: -128016.0993 Smoothing Hyper-parameters: 0.045826 0.135664 0.100309 0.132367 0.040019 0.042078 0.117928 Expected Total MS Cnt: 5.52718 Backgound Scale: 0.727356. ITERATION NUMBER 620. Current Log-Posterior: 298604 Step Size: 132340.2744 Smoothing Hyper-parameters: 0.094388 0.025133 0.080199 0.007365 0.106161 0.118966 0.084797 Expected Total MS Cnt: 12.2849 Backgound Scale: 0.739014. ITERATION NUMBER 621. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.046796 0.117390 0.080986 0.038716 0.113076 0.039546 0.032787 Expected Total MS Cnt: 10.8261 Backgound Scale: 0.735323. ITERATION NUMBER 622. Current Log-Posterior: 302657 Step Size: -inf Smoothing Hyper-parameters: 0.051692 0.037539 0.053244 0.131193 0.061080 0.041462 0.145233 Expected Total MS Cnt: 8.53756 Backgound Scale: 0.714376. ITERATION NUMBER 623. Current Log-Posterior: 333130 Step Size: 30473.26212 Smoothing Hyper-parameters: 0.046822 0.047414 0.099929 0.075561 0.121438 0.108466 0.102052 Expected Total MS Cnt: 4.91846 Backgound Scale: 0.728057. ITERATION NUMBER 624. Current Log-Posterior: 337763 Step Size: 4633.201903 Smoothing Hyper-parameters: 0.044663 0.090172 0.029919 0.006681 0.143198 0.141364 0.046807 Expected Total MS Cnt: 13.5701 Backgound Scale: 0.735156. ITERATION NUMBER 625. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.086557 0.050121 0.036370 0.086779 0.039281 0.158492 0.100435 Expected Total MS Cnt: 7.31118 Backgound Scale: 0.727564. ITERATION NUMBER 626. Current Log-Posterior: 228835 Step Size: -inf Smoothing Hyper-parameters: 0.093229 0.108195 0.034333 0.150725 0.159371 0.089605 0.060914 Expected Total MS Cnt: 5.65094 Backgound Scale: 0.741961. ITERATION NUMBER 627. Current Log-Posterior: 187496 Step Size: -41339.08693 Smoothing Hyper-parameters: 0.125425 0.046008 0.111262 0.077769 0.049114 0.106990 0.060906 Expected Total MS Cnt: 11.1292 Backgound Scale: 0.725907. ITERATION NUMBER 628. Current Log-Posterior: 176611 Step Size: -10885.01859 Smoothing Hyper-parameters: 0.063361 0.088618 0.050285 0.097521 0.053176 0.112913 0.030288 Expected Total MS Cnt: 8.46088 Backgound Scale: 0.735829. ITERATION NUMBER 629. Current Log-Posterior: 248144 Step Size: 71533.50944 Smoothing Hyper-parameters: 0.178816 0.048623 0.128439 0.067150 0.046126 0.120032 0.066238 Expected Total MS Cnt: 12.8128 Backgound Scale: 0.732309. ITERATION NUMBER 630. Current Log-Posterior: 142682 Step Size: -105462.1377 Smoothing Hyper-parameters: 0.071746 0.032747 0.061112 0.078210 0.081951 0.071037 0.071929 Expected Total MS Cnt: 2.53276 Backgound Scale: 0.731907. ITERATION NUMBER 631. Current Log-Posterior: 281276 Step Size: 138594.1977 Smoothing Hyper-parameters: 0.069649 0.030703 0.073436 0.105878 0.124050 0.028475 0.056260 Expected Total MS Cnt: 1.92383 Backgound Scale: 0.739489. ITERATION NUMBER 632. Current Log-Posterior: 290026 Step Size: 8750.051814 Smoothing Hyper-parameters: 0.007816 0.065117 0.120129 0.006144 0.038914 0.022155 0.019606 Expected Total MS Cnt: 2.41573 Backgound Scale: 0.722309. ITERATION NUMBER 633. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.070860 0.068473 0.051395 0.098055 0.044243 0.056472 0.020409 Expected Total MS Cnt: 2.30143 Backgound Scale: 0.737058. ITERATION NUMBER 634. Current Log-Posterior: 237658 Step Size: -inf Smoothing Hyper-parameters: 0.055997 0.075071 0.095327 0.040768 0.052002 0.027601 0.054891 Expected Total MS Cnt: 3.37276 Backgound Scale: 0.719628. ITERATION NUMBER 635. Current Log-Posterior: 273054 Step Size: 35395.77533 Smoothing Hyper-parameters: 0.122178 0.015564 0.046337 0.086872 0.049091 0.076570 0.045905 Expected Total MS Cnt: 2.87921 Backgound Scale: 0.729015. ITERATION NUMBER 636. Current Log-Posterior: 319785 Step Size: 46731.43335 Smoothing Hyper-parameters: 0.082778 0.037631 0.071252 0.103462 0.039879 0.069082 0.075342 Expected Total MS Cnt: 2.43029 Backgound Scale: 0.724106. ITERATION NUMBER 637. Current Log-Posterior: 243952 Step Size: -75833.37364 Smoothing Hyper-parameters: 0.058632 0.122181 0.011667 0.056228 0.048231 0.103010 0.116871 Expected Total MS Cnt: 2.82163 Backgound Scale: 0.737321. ITERATION NUMBER 638. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.102951 0.057853 0.080861 0.045792 0.085093 0.049998 0.082201 Expected Total MS Cnt: 0.0679407 Backgound Scale: 0.729379. ITERATION NUMBER 639. Current Log-Posterior: 187248 Step Size: -inf Smoothing Hyper-parameters: 0.038723 0.047869 0.122855 0.053637 0.039072 0.110759 0.122950 Expected Total MS Cnt: 0.415013 Backgound Scale: 0.732964. ITERATION NUMBER 640. Current Log-Posterior: 397444 Step Size: 210196.7341 Smoothing Hyper-parameters: 0.110318 0.029294 0.106382 0.086098 0.015936 0.067574 0.053210 Expected Total MS Cnt: 0.284567 Backgound Scale: 0.728938. ITERATION NUMBER 641. Current Log-Posterior: 232816 Step Size: -164627.9156 Smoothing Hyper-parameters: 0.050191 0.105778 0.055670 0.074329 0.087291 0.081090 0.020720 Expected Total MS Cnt: 0.759446 Backgound Scale: 0.731977. ITERATION NUMBER 642. Current Log-Posterior: 290073 Step Size: 57256.94627 Smoothing Hyper-parameters: 0.123412 0.056452 0.132630 0.015894 0.126444 0.066677 0.073161 Expected Total MS Cnt: 3.39725 Backgound Scale: 0.728212. ITERATION NUMBER 643. Current Log-Posterior: 173921 Step Size: -116151.9874 Smoothing Hyper-parameters: 0.037842 0.065480 0.095369 0.066848 0.022370 0.086334 0.071446 Expected Total MS Cnt: 2.86576 Backgound Scale: 0.73547. ITERATION NUMBER 644. Current Log-Posterior: 384217 Step Size: 210295.9681 Smoothing Hyper-parameters: 0.072851 0.067858 0.092811 0.116162 0.138326 0.063217 0.092815 Expected Total MS Cnt: 9.24498 Backgound Scale: 0.73518. ITERATION NUMBER 645. Current Log-Posterior: 222152 Step Size: -162065.1496 Smoothing Hyper-parameters: 0.051918 0.078936 0.067950 0.090499 0.059660 0.083032 0.097432 Expected Total MS Cnt: 8.25199 Backgound Scale: 0.722847. ITERATION NUMBER 646. Current Log-Posterior: 287855 Step Size: 65702.58464 Smoothing Hyper-parameters: 0.040270 0.090947 0.087881 0.109086 0.063643 0.100045 0.077966 Expected Total MS Cnt: 14.3358 Backgound Scale: 0.724691. ITERATION NUMBER 647. Current Log-Posterior: 350687 Step Size: 62832.37168 Smoothing Hyper-parameters: 0.019860 0.064503 0.068303 0.065313 0.013869 0.042700 0.090036 Expected Total MS Cnt: 5.98044 Backgound Scale: 0.729107. ITERATION NUMBER 648. Current Log-Posterior: 682026 Step Size: 331339.2566 Smoothing Hyper-parameters: 0.071002 0.111816 0.121943 0.102709 0.054178 0.034607 0.023687 Expected Total MS Cnt: 14.6976 Backgound Scale: 0.739587. ITERATION NUMBER 649. Current Log-Posterior: 210645 Step Size: -471381.7255 Smoothing Hyper-parameters: 0.141395 0.091871 0.035170 0.082360 0.105204 0.123896 0.104842 Expected Total MS Cnt: 8.78267 Backgound Scale: 0.731254. ITERATION NUMBER 650. Current Log-Posterior: 148532 Step Size: -62112.77108 Smoothing Hyper-parameters: 0.099173 0.084083 0.072107 0.072448 0.039637 0.056100 0.135713 Expected Total MS Cnt: 8.09722 Backgound Scale: 0.739184. ITERATION NUMBER 651. Current Log-Posterior: 178991 Step Size: 30459.29694 Smoothing Hyper-parameters: 0.092279 0.070764 0.141826 0.024229 0.078854 0.063647 0.100606 Expected Total MS Cnt: 9.47812 Backgound Scale: 0.734511. ITERATION NUMBER 652. Current Log-Posterior: 190159 Step Size: 11168.17446 Smoothing Hyper-parameters: 0.099645 0.046360 0.056085 0.132122 0.085705 0.047008 0.024426 Expected Total MS Cnt: 8.99928 Backgound Scale: 0.723322. ITERATION NUMBER 653. Current Log-Posterior: 206803 Step Size: 16643.53893 Smoothing Hyper-parameters: 0.063395 0.061076 0.153340 0.084986 0.073764 0.062531 0.058194 Expected Total MS Cnt: 13.3747 Backgound Scale: 0.712414. ITERATION NUMBER 654. Current Log-Posterior: 252641 Step Size: 45837.71989 Smoothing Hyper-parameters: 0.041184 0.058197 0.057250 0.017279 0.137180 0.125918 0.122911 Expected Total MS Cnt: 12.9643 Backgound Scale: 0.722734. ITERATION NUMBER 655. Current Log-Posterior: 374864 Step Size: 122223.6928 Smoothing Hyper-parameters: 0.094445 0.063298 0.093090 0.137494 0.078058 0.115338 0.043215 Expected Total MS Cnt: 19.3178 Backgound Scale: 0.73045. ITERATION NUMBER 656. Current Log-Posterior: 190736 Step Size: -184128.0347 Smoothing Hyper-parameters: 0.098190 0.057728 0.092581 0.137029 0.054986 0.152688 0.093424 Expected Total MS Cnt: 20.7923 Backgound Scale: 0.721164. ITERATION NUMBER 657. Current Log-Posterior: 189350 Step Size: -1385.790288 Smoothing Hyper-parameters: 0.100280 0.103473 0.158426 0.121505 0.074216 0.030996 0.117000 Expected Total MS Cnt: 12.9722 Backgound Scale: 0.735049. ITERATION NUMBER 658. Current Log-Posterior: 159551 Step Size: -29799.83684 Smoothing Hyper-parameters: 0.084352 0.053819 0.086665 0.061378 0.066516 0.053323 0.047986 Expected Total MS Cnt: 13.7925 Backgound Scale: 0.74088. ITERATION NUMBER 659. Current Log-Posterior: 213337 Step Size: 53785.99343 Smoothing Hyper-parameters: 0.098761 0.038964 0.098462 0.132165 0.048912 0.107331 0.106556 Expected Total MS Cnt: 12.3754 Backgound Scale: 0.731486. ITERATION NUMBER 660. Current Log-Posterior: 210323 Step Size: -3014.128095 Smoothing Hyper-parameters: 0.141586 0.097919 0.044163 0.097551 0.110516 0.106323 0.058295 Expected Total MS Cnt: 12.8925 Backgound Scale: 0.730649. ITERATION NUMBER 661. Current Log-Posterior: 141587 Step Size: -68735.69531 Smoothing Hyper-parameters: 0.036219 0.078902 0.051311 0.044436 0.022337 0.092234 0.136343 Expected Total MS Cnt: 15.6888 Backgound Scale: 0.726914. ITERATION NUMBER 662. Current Log-Posterior: 394248 Step Size: 252661.5953 Smoothing Hyper-parameters: 0.072985 0.057404 0.063443 0.068625 0.090716 0.054756 0.112255 Expected Total MS Cnt: 12.8752 Backgound Scale: 0.719058. ITERATION NUMBER 663. Current Log-Posterior: 236839 Step Size: -157409.4177 Smoothing Hyper-parameters: 0.026019 0.090629 0.079893 0.047855 0.113354 0.105620 0.111182 Expected Total MS Cnt: 18.582 Backgound Scale: 0.722352. ITERATION NUMBER 664. Current Log-Posterior: 519482 Step Size: 282642.7236 Smoothing Hyper-parameters: 0.065650 0.030302 0.072522 0.124686 0.134646 0.114040 0.064132 Expected Total MS Cnt: 24.57 Backgound Scale: 0.724891. ITERATION NUMBER 665. Current Log-Posterior: 302646 Step Size: -216835.9394 Smoothing Hyper-parameters: 0.056577 0.085128 0.108649 0.126883 0.040846 0.094733 0.125387 Expected Total MS Cnt: 14.7139 Backgound Scale: 0.736538. ITERATION NUMBER 666. Current Log-Posterior: 264387 Step Size: -38258.31986 Smoothing Hyper-parameters: 0.083970 0.036204 0.099090 0.071659 0.086534 0.119767 0.070812 Expected Total MS Cnt: 9.52052 Backgound Scale: 0.732241. ITERATION NUMBER 667. Current Log-Posterior: 245224 Step Size: -19163.7929 Smoothing Hyper-parameters: 0.108869 0.147852 0.086804 0.085929 0.073115 0.072315 0.058400 Expected Total MS Cnt: 4.65646 Backgound Scale: 0.731391. ITERATION NUMBER 668. Current Log-Posterior: 149207 Step Size: -96016.30703 Smoothing Hyper-parameters: 0.021574 0.055310 0.070106 0.009516 0.014550 0.105142 0.073336 Expected Total MS Cnt: 9.70151 Backgound Scale: 0.734427. ITERATION NUMBER 669. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.084584 0.071717 0.080943 0.156680 0.142561 0.128922 0.095809 Expected Total MS Cnt: 5.01583 Backgound Scale: 0.72539. ITERATION NUMBER 670. Current Log-Posterior: 198157 Step Size: -inf Smoothing Hyper-parameters: 0.019819 0.051396 0.107241 0.027483 0.129528 0.040891 0.042903 Expected Total MS Cnt: 0.757796 Backgound Scale: 0.725517. ITERATION NUMBER 671. Current Log-Posterior: 690858 Step Size: 492701.1424 Smoothing Hyper-parameters: 0.129965 0.049465 0.053642 0.035321 0.136528 0.017229 0.033502 Expected Total MS Cnt: 1.02271 Backgound Scale: 0.732963. ITERATION NUMBER 672. Current Log-Posterior: 178469 Step Size: -512389.3767 Smoothing Hyper-parameters: 0.078270 0.046722 0.079434 0.079306 0.090794 0.032984 0.027463 Expected Total MS Cnt: 0.477698 Backgound Scale: 0.731048. ITERATION NUMBER 673. Current Log-Posterior: 235907 Step Size: 57438.59437 Smoothing Hyper-parameters: 0.117947 0.083675 0.088980 0.119744 0.090550 0.077428 0.085399 Expected Total MS Cnt: 0.174498 Backgound Scale: 0.734484. ITERATION NUMBER 674. Current Log-Posterior: 154002 Step Size: -81905.69163 Smoothing Hyper-parameters: 0.033977 0.132735 0.040073 0.073258 0.078118 0.053828 0.053439 Expected Total MS Cnt: 1.38199 Backgound Scale: 0.719756. ITERATION NUMBER 675. Current Log-Posterior: 404459 Step Size: 250456.8955 Smoothing Hyper-parameters: 0.031644 0.072593 0.014594 0.046714 0.098748 0.042711 0.046532 Expected Total MS Cnt: 4.04325 Backgound Scale: 0.726038. ITERATION NUMBER 676. Current Log-Posterior: 479020 Step Size: 74561.0261 Smoothing Hyper-parameters: 0.075214 0.066829 0.051218 0.057256 0.082886 0.126775 0.107976 Expected Total MS Cnt: 4.52851 Backgound Scale: 0.736962. ITERATION NUMBER 677. Current Log-Posterior: 227614 Step Size: -251405.5121 Smoothing Hyper-parameters: 0.074871 0.018347 0.077376 0.069168 0.059342 0.019133 0.064152 Expected Total MS Cnt: 8.15655 Backgound Scale: 0.734461. ITERATION NUMBER 678. Current Log-Posterior: 345819 Step Size: 118204.891 Smoothing Hyper-parameters: 0.037112 0.018703 0.084288 0.124718 0.080673 0.052875 0.087445 Expected Total MS Cnt: 13.0193 Backgound Scale: 0.731509. ITERATION NUMBER 679. Current Log-Posterior: 495127 Step Size: 149307.5086 Smoothing Hyper-parameters: 0.034760 0.031724 0.112256 0.034326 0.064665 0.108676 0.017877 Expected Total MS Cnt: 8.39543 Backgound Scale: 0.724012. ITERATION NUMBER 680. Current Log-Posterior: 462291 Step Size: -32835.9376 Smoothing Hyper-parameters: 0.097032 0.095087 0.118453 0.139660 0.074535 0.056972 0.040731 Expected Total MS Cnt: 7.76258 Backgound Scale: 0.729933. ITERATION NUMBER 681. Current Log-Posterior: 168806 Step Size: -293484.3331 Smoothing Hyper-parameters: 0.017198 0.107595 0.087035 0.075132 0.103288 0.127519 0.094635 Expected Total MS Cnt: 4.92175 Backgound Scale: 0.737076. ITERATION NUMBER 682. Current Log-Posterior: 759083 Step Size: 590276.2832 Smoothing Hyper-parameters: 0.061689 0.049289 0.073619 0.114952 0.102944 0.147162 0.093752 Expected Total MS Cnt: 5.91652 Backgound Scale: 0.729786. ITERATION NUMBER 683. Current Log-Posterior: 273827 Step Size: -485255.8823 Smoothing Hyper-parameters: 0.035282 0.071492 0.042439 0.072416 0.154316 0.110958 0.118643 Expected Total MS Cnt: 5.97743 Backgound Scale: 0.735795. ITERATION NUMBER 684. Current Log-Posterior: 408838 Step Size: 135011.6216 Smoothing Hyper-parameters: 0.067235 0.057733 0.079832 0.073353 0.022958 0.038653 0.156050 Expected Total MS Cnt: 9.72282 Backgound Scale: 0.73932. ITERATION NUMBER 685. Current Log-Posterior: 251437 Step Size: -157401.014 Smoothing Hyper-parameters: 0.066044 0.058730 0.043823 0.061274 0.095310 0.041105 0.073435 Expected Total MS Cnt: 6.63807 Backgound Scale: 0.734226. ITERATION NUMBER 686. Current Log-Posterior: 259248 Step Size: 7810.457212 Smoothing Hyper-parameters: 0.021554 0.038871 0.048260 0.096074 0.119217 0.041694 0.128272 Expected Total MS Cnt: 8.14531 Backgound Scale: 0.728206. ITERATION NUMBER 687. Current Log-Posterior: 659337 Step Size: 400089.5749 Smoothing Hyper-parameters: 0.073166 0.111032 0.057359 0.047073 0.076005 0.070652 0.071874 Expected Total MS Cnt: 9.55923 Backgound Scale: 0.722241. ITERATION NUMBER 688. Current Log-Posterior: 215717 Step Size: -443619.987 Smoothing Hyper-parameters: 0.079258 0.043095 0.046895 0.092471 0.072879 0.056987 0.141077 Expected Total MS Cnt: 8.44149 Backgound Scale: 0.734185. ITERATION NUMBER 689. Current Log-Posterior: 247148 Step Size: 31431.06574 Smoothing Hyper-parameters: 0.058171 0.141095 0.064252 0.094140 0.012775 0.055922 0.073858 Expected Total MS Cnt: 10.293 Backgound Scale: 0.721306. ITERATION NUMBER 690. Current Log-Posterior: 254302 Step Size: 7153.752585 Smoothing Hyper-parameters: 0.031698 0.069147 0.031749 0.059934 0.150431 0.066770 0.046676 Expected Total MS Cnt: 7.29029 Backgound Scale: 0.732049. ITERATION NUMBER 691. Current Log-Posterior: 465030 Step Size: 210727.9614 Smoothing Hyper-parameters: 0.043845 0.080400 0.038663 0.112044 0.143888 0.091263 0.088871 Expected Total MS Cnt: 2.23506 Backgound Scale: 0.727079. ITERATION NUMBER 692. Current Log-Posterior: 334786 Step Size: -130243.6653 Smoothing Hyper-parameters: 0.017428 0.065900 0.043647 0.037336 0.103161 0.049139 0.099683 Expected Total MS Cnt: 6.85641 Backgound Scale: 0.720291. ITERATION NUMBER 693. Current Log-Posterior: 771862 Step Size: 437075.6283 Smoothing Hyper-parameters: 0.058605 0.061988 0.049754 0.049467 0.092821 0.076272 0.103876 Expected Total MS Cnt: 5.32285 Backgound Scale: 0.714315. ITERATION NUMBER 694. Current Log-Posterior: 278597 Step Size: -493264.8834 Smoothing Hyper-parameters: 0.119174 0.080849 0.109889 0.045022 0.061655 0.085963 0.077818 Expected Total MS Cnt: 5.73937 Backgound Scale: 0.743722. ITERATION NUMBER 695. Current Log-Posterior: 154268 Step Size: -124329.7056 Smoothing Hyper-parameters: 0.066851 0.050463 0.040649 0.112890 0.031912 0.106648 0.071920 Expected Total MS Cnt: 5.50989 Backgound Scale: 0.726129. ITERATION NUMBER 696. Current Log-Posterior: 261312 Step Size: 107044.3873 Smoothing Hyper-parameters: 0.016552 0.107571 0.161945 0.081753 0.115096 0.023956 0.185613 Expected Total MS Cnt: 6.09204 Backgound Scale: 0.742596. ITERATION NUMBER 697. Current Log-Posterior: 777398 Step Size: 516086.4982 Smoothing Hyper-parameters: 0.019895 0.053432 0.032597 0.076438 0.080864 0.118919 0.104490 Expected Total MS Cnt: 6.30371 Backgound Scale: 0.730638. ITERATION NUMBER 698. Current Log-Posterior: 706590 Step Size: -70808.46257 Smoothing Hyper-parameters: 0.041689 0.100238 0.062951 0.013203 0.092237 0.128007 0.055044 Expected Total MS Cnt: 2.77695 Backgound Scale: 0.732327. ITERATION NUMBER 699. Current Log-Posterior: 351833 Step Size: -354756.6363 Smoothing Hyper-parameters: 0.034333 0.041110 0.023961 0.065586 0.052318 0.099384 0.051424 Expected Total MS Cnt: 3.25119 Backgound Scale: 0.732955. ITERATION NUMBER 700. Current Log-Posterior: 469354 Step Size: 117520.4962 Smoothing Hyper-parameters: 0.089978 0.068601 0.045805 0.064497 0.068464 0.038925 0.071956 Expected Total MS Cnt: 3.99109 Backgound Scale: 0.727685. ITERATION NUMBER 701. Current Log-Posterior: 201385 Step Size: -267968.5849 Smoothing Hyper-parameters: 0.114637 0.091751 0.111237 0.094831 0.090670 0.050291 0.056732 Expected Total MS Cnt: 6.1198 Backgound Scale: 0.737453. ITERATION NUMBER 702. Current Log-Posterior: 152578 Step Size: -48806.99929 Smoothing Hyper-parameters: 0.019084 0.098975 0.037832 0.042456 0.066232 0.040395 0.105604 Expected Total MS Cnt: 11.5281 Backgound Scale: 0.728757. ITERATION NUMBER 703. Current Log-Posterior: 701404 Step Size: 548825.9741 Smoothing Hyper-parameters: 0.127667 0.052304 0.089717 0.072795 0.087461 0.032729 0.111285 Expected Total MS Cnt: 12.7767 Backgound Scale: 0.730107. ITERATION NUMBER 704. Current Log-Posterior: 167605 Step Size: -533799.5206 Smoothing Hyper-parameters: 0.038301 0.082540 0.111153 0.054328 0.103847 0.069646 0.031165 Expected Total MS Cnt: 5.72237 Backgound Scale: 0.729546. ITERATION NUMBER 705. Current Log-Posterior: 366451 Step Size: 198846.5956 Smoothing Hyper-parameters: 0.024527 0.120221 0.087994 0.074350 0.103847 0.005016 0.084312 Expected Total MS Cnt: 4.1027 Backgound Scale: 0.71882. ITERATION NUMBER 706. Current Log-Posterior: 537403 Step Size: 170952.0437 Smoothing Hyper-parameters: 0.020037 0.123145 0.081050 0.059528 0.141925 0.071312 0.050566 Expected Total MS Cnt: 7.47512 Backgound Scale: 0.730151. ITERATION NUMBER 707. Current Log-Posterior: 650823 Step Size: 113420.0803 Smoothing Hyper-parameters: 0.054349 0.061126 0.056094 0.094951 0.150477 0.043388 0.126669 Expected Total MS Cnt: 6.43814 Backgound Scale: 0.727601. ITERATION NUMBER 708. Current Log-Posterior: 294572 Step Size: -356251.6386 Smoothing Hyper-parameters: 0.127498 0.094911 0.080922 0.003844 0.043014 0.090373 0.075376 Expected Total MS Cnt: 8.5206 Backgound Scale: 0.72625. ITERATION NUMBER 709. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.072089 0.091405 0.080772 0.080321 0.093635 0.012825 0.073554 Expected Total MS Cnt: 7.64298 Backgound Scale: 0.728268. ITERATION NUMBER 710. Current Log-Posterior: 216582 Step Size: -inf Smoothing Hyper-parameters: 0.113811 0.041918 0.088600 0.092033 0.062611 0.063227 0.063094 Expected Total MS Cnt: 10.2707 Backgound Scale: 0.736777. ITERATION NUMBER 711. Current Log-Posterior: 196957 Step Size: -19624.38881 Smoothing Hyper-parameters: 0.048673 0.095225 0.071494 0.082848 0.065502 0.037706 0.081993 Expected Total MS Cnt: 9.72503 Backgound Scale: 0.727257. ITERATION NUMBER 712. Current Log-Posterior: 296155 Step Size: 99197.59785 Smoothing Hyper-parameters: 0.067173 0.097098 0.067645 0.045786 0.115283 0.032954 0.164117 Expected Total MS Cnt: 9.68519 Backgound Scale: 0.725575. ITERATION NUMBER 713. Current Log-Posterior: 230767 Step Size: -65388.06483 Smoothing Hyper-parameters: 0.091901 0.104838 0.056665 0.159925 0.114762 0.087579 0.079714 Expected Total MS Cnt: 7.84583 Backgound Scale: 0.722837. ITERATION NUMBER 714. Current Log-Posterior: 181954 Step Size: -48812.65441 Smoothing Hyper-parameters: 0.077842 0.034206 0.034699 0.040781 0.051842 0.087181 0.088931 Expected Total MS Cnt: 7.16636 Backgound Scale: 0.734605. ITERATION NUMBER 715. Current Log-Posterior: 278658 Step Size: 96704.29039 Smoothing Hyper-parameters: 0.083932 0.092959 0.126938 0.052205 0.055983 0.126433 0.087843 Expected Total MS Cnt: 5.10771 Backgound Scale: 0.736928. ITERATION NUMBER 716. Current Log-Posterior: 190350 Step Size: -88308.09904 Smoothing Hyper-parameters: 0.079236 0.131075 0.102430 0.049884 0.035320 0.036819 0.105062 Expected Total MS Cnt: 3.64017 Backgound Scale: 0.733448. ITERATION NUMBER 717. Current Log-Posterior: 192280 Step Size: 1930.0424 Smoothing Hyper-parameters: 0.070319 0.056062 0.104697 0.063849 0.073845 0.068201 0.123765 Expected Total MS Cnt: 1.77465 Backgound Scale: 0.720848. ITERATION NUMBER 718. Current Log-Posterior: 239876 Step Size: 47595.58847 Smoothing Hyper-parameters: 0.052228 0.080525 0.103178 0.031807 0.036780 0.030422 0.183032 Expected Total MS Cnt: 2.56431 Backgound Scale: 0.728794. ITERATION NUMBER 719. Current Log-Posterior: 288880 Step Size: 49004.02338 Smoothing Hyper-parameters: 0.012543 0.076543 0.046856 0.031495 0.053667 0.166810 0.057674 Expected Total MS Cnt: 3.36086 Backgound Scale: 0.734048. ITERATION NUMBER 720. Current Log-Posterior: 1.02632e+06 Step Size: 737441.7027 Smoothing Hyper-parameters: 0.027353 0.088503 0.079836 0.076241 0.061407 0.100198 0.035991 Expected Total MS Cnt: 5.30225 Backgound Scale: 0.739684. ITERATION NUMBER 721. Current Log-Posterior: 493276 Step Size: -533045.7958 Smoothing Hyper-parameters: 0.054328 0.029762 0.077407 0.058389 0.056763 0.105572 0.015519 Expected Total MS Cnt: 4.61211 Backgound Scale: 0.744753. ITERATION NUMBER 722. Current Log-Posterior: 342816 Step Size: -150459.7504 Smoothing Hyper-parameters: 0.041720 0.060256 0.057688 0.102315 0.122323 0.111429 0.114983 Expected Total MS Cnt: 3.27753 Backgound Scale: 0.726649. ITERATION NUMBER 723. Current Log-Posterior: 358820 Step Size: 16004.33966 Smoothing Hyper-parameters: 0.072375 0.051842 0.088765 0.120408 0.046147 0.150413 0.084693 Expected Total MS Cnt: 3.37909 Backgound Scale: 0.73074. ITERATION NUMBER 724. Current Log-Posterior: 237386 Step Size: -121434.5082 Smoothing Hyper-parameters: 0.030001 0.058203 0.013446 0.087373 0.058963 0.049847 0.079963 Expected Total MS Cnt: 2.3575 Backgound Scale: 0.73639. ITERATION NUMBER 725. Current Log-Posterior: 522754 Step Size: 285367.7954 Smoothing Hyper-parameters: 0.081771 0.019023 0.075216 0.024081 0.034577 0.126478 0.034061 Expected Total MS Cnt: 4.09072 Backgound Scale: 0.730859. ITERATION NUMBER 726. Current Log-Posterior: 335036 Step Size: -187717.4387 Smoothing Hyper-parameters: 0.085610 0.048295 0.113231 0.047428 0.046573 0.076143 0.124222 Expected Total MS Cnt: 4.45817 Backgound Scale: 0.734135. ITERATION NUMBER 727. Current Log-Posterior: 219389 Step Size: -115647.5174 Smoothing Hyper-parameters: 0.093197 0.050750 0.106264 0.118936 0.095439 0.069656 0.142438 Expected Total MS Cnt: 0.836812 Backgound Scale: 0.734092. ITERATION NUMBER 728. Current Log-Posterior: 202472 Step Size: -16916.53186 Smoothing Hyper-parameters: 0.057460 0.127539 0.066510 0.076396 0.087639 0.034009 0.089318 Expected Total MS Cnt: 2.76901 Backgound Scale: 0.738091. ITERATION NUMBER 729. Current Log-Posterior: 257150 Step Size: 54677.61737 Smoothing Hyper-parameters: 0.123407 0.024909 0.068404 0.091162 0.063864 0.066449 0.087890 Expected Total MS Cnt: 1.49237 Backgound Scale: 0.728749. ITERATION NUMBER 730. Current Log-Posterior: 239033 Step Size: -18117.31577 Smoothing Hyper-parameters: 0.072263 0.073540 0.046600 0.061767 0.013596 0.019650 0.044552 Expected Total MS Cnt: 3.7473 Backgound Scale: 0.732581. ITERATION NUMBER 731. Current Log-Posterior: 235221 Step Size: -3811.399301 Smoothing Hyper-parameters: 0.143744 0.071938 0.160097 0.059994 0.012276 0.033672 0.061678 Expected Total MS Cnt: 3.08578 Backgound Scale: 0.732207. ITERATION NUMBER 732. Current Log-Posterior: 141142 Step Size: -94079.59444 Smoothing Hyper-parameters: 0.095014 0.111398 0.038632 0.050401 0.029685 0.095551 0.174993 Expected Total MS Cnt: 3.08111 Backgound Scale: 0.73597. ITERATION NUMBER 733. Current Log-Posterior: 183647 Step Size: 42505.54634 Smoothing Hyper-parameters: 0.007739 0.097735 0.170766 0.046496 0.071166 0.007095 0.066242 Expected Total MS Cnt: 4.63113 Backgound Scale: 0.732851. ITERATION NUMBER 734. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.064458 0.066493 0.081483 0.083849 0.018070 0.025496 0.045950 Expected Total MS Cnt: 7.79162 Backgound Scale: 0.725697. ITERATION NUMBER 735. Current Log-Posterior: 251534 Step Size: -inf Smoothing Hyper-parameters: 0.027265 0.091485 0.019525 0.156130 0.037012 0.113112 0.106713 Expected Total MS Cnt: 4.77571 Backgound Scale: 0.742922. ITERATION NUMBER 736. Current Log-Posterior: 519639 Step Size: 268105.3989 Smoothing Hyper-parameters: 0.092957 0.037787 0.061706 0.024670 0.064627 0.031667 0.039388 Expected Total MS Cnt: 4.55605 Backgound Scale: 0.737989. ITERATION NUMBER 737. Current Log-Posterior: 234366 Step Size: -285273.2997 Smoothing Hyper-parameters: 0.077569 0.171596 0.097938 0.098649 0.003950 0.106938 0.068171 Expected Total MS Cnt: 1.8959 Backgound Scale: 0.728347. ITERATION NUMBER 738. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.077306 0.111215 0.068368 0.055804 0.140544 0.109635 0.077443 Expected Total MS Cnt: 7.48171 Backgound Scale: 0.725041. ITERATION NUMBER 739. Current Log-Posterior: 201828 Step Size: -inf Smoothing Hyper-parameters: 0.009670 0.083456 0.069358 0.077736 0.114800 0.055219 0.109733 Expected Total MS Cnt: 2.55907 Backgound Scale: 0.729999. ITERATION NUMBER 740. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.077096 0.033378 0.145751 0.038311 0.097424 0.080045 0.141087 Expected Total MS Cnt: 2.64918 Backgound Scale: 0.735003. ITERATION NUMBER 741. Current Log-Posterior: 262544 Step Size: -inf Smoothing Hyper-parameters: 0.124636 0.019496 0.059055 0.109062 0.078061 0.053458 0.044872 Expected Total MS Cnt: 6.04801 Backgound Scale: 0.721445. ITERATION NUMBER 742. Current Log-Posterior: 276243 Step Size: 13698.19936 Smoothing Hyper-parameters: 0.075687 0.080655 0.012752 0.084880 0.086696 0.143485 0.102894 Expected Total MS Cnt: 5.43939 Backgound Scale: 0.732897. ITERATION NUMBER 743. Current Log-Posterior: 259088 Step Size: -17154.55716 Smoothing Hyper-parameters: 0.015663 0.042521 0.023426 0.044130 0.073858 0.060763 0.060107 Expected Total MS Cnt: 10.3773 Backgound Scale: 0.720966. ITERATION NUMBER 744. Current Log-Posterior: 896587 Step Size: 637498.5689 Smoothing Hyper-parameters: 0.079880 0.063634 0.078762 0.150673 0.042459 0.043536 0.064833 Expected Total MS Cnt: 3.11439 Backgound Scale: 0.728713. ITERATION NUMBER 745. Current Log-Posterior: 214147 Step Size: -682439.4234 Smoothing Hyper-parameters: 0.102109 0.031638 0.075265 0.083965 0.059047 0.081654 0.071735 Expected Total MS Cnt: 4.65905 Backgound Scale: 0.731919. ITERATION NUMBER 746. Current Log-Posterior: 230431 Step Size: 16284.24107 Smoothing Hyper-parameters: 0.098840 0.057954 0.089853 0.037936 0.028086 0.114133 0.047920 Expected Total MS Cnt: 2.36261 Backgound Scale: 0.73933. ITERATION NUMBER 747. Current Log-Posterior: 195849 Step Size: -34582.46696 Smoothing Hyper-parameters: 0.093681 0.066868 0.046661 0.136020 0.118638 0.095589 0.110495 Expected Total MS Cnt: 7.1166 Backgound Scale: 0.725194. ITERATION NUMBER 748. Current Log-Posterior: 199098 Step Size: 3249.032698 Smoothing Hyper-parameters: 0.105505 0.049855 0.028704 0.089332 0.040663 0.077670 0.088932 Expected Total MS Cnt: 1.24054 Backgound Scale: 0.722345. ITERATION NUMBER 749. Current Log-Posterior: 210175 Step Size: 11076.71293 Smoothing Hyper-parameters: 0.145760 0.091394 0.050463 0.015573 0.054044 0.048751 0.082031 Expected Total MS Cnt: 6.41588 Backgound Scale: 0.73323. ITERATION NUMBER 750. Current Log-Posterior: 150824 Step Size: -59350.66291 Smoothing Hyper-parameters: 0.021804 0.111672 0.103956 0.098995 0.085781 0.108035 0.111971 Expected Total MS Cnt: 5.04843 Backgound Scale: 0.728602. ITERATION NUMBER 751. Current Log-Posterior: 603884 Step Size: 453060.3218 Smoothing Hyper-parameters: 0.028129 0.041672 0.056784 0.034639 0.027644 0.042993 0.065874 Expected Total MS Cnt: 7.2176 Backgound Scale: 0.734479. ITERATION NUMBER 752. Current Log-Posterior: 525969 Step Size: -77915.04467 Smoothing Hyper-parameters: 0.112633 0.068044 0.038479 0.142811 0.084011 0.043303 0.090052 Expected Total MS Cnt: 5.06484 Backgound Scale: 0.745921. ITERATION NUMBER 753. Current Log-Posterior: 176296 Step Size: -349673.7721 Smoothing Hyper-parameters: 0.101602 0.080449 0.069275 0.162856 0.120088 0.024044 0.024697 Expected Total MS Cnt: 8.69999 Backgound Scale: 0.742959. ITERATION NUMBER 754. Current Log-Posterior: 173617 Step Size: -2678.54561 Smoothing Hyper-parameters: 0.080760 0.019802 0.061582 0.074238 0.123715 0.040733 0.142650 Expected Total MS Cnt: 9.73801 Backgound Scale: 0.729551. ITERATION NUMBER 755. Current Log-Posterior: 327410 Step Size: 153793.1941 Smoothing Hyper-parameters: 0.074945 0.068094 0.019606 0.088131 0.092066 0.029366 0.126566 Expected Total MS Cnt: 4.28487 Backgound Scale: 0.732128. ITERATION NUMBER 756. Current Log-Posterior: 253611 Step Size: -73799.22973 Smoothing Hyper-parameters: 0.081885 0.106260 0.066042 0.089547 0.083205 0.113420 0.012780 Expected Total MS Cnt: 4.8646 Backgound Scale: 0.724941. ITERATION NUMBER 757. Current Log-Posterior: 193508 Step Size: -60103.25481 Smoothing Hyper-parameters: 0.066170 0.102692 0.018878 0.055760 0.130884 0.034005 0.056490 Expected Total MS Cnt: 7.5212 Backgound Scale: 0.720124. ITERATION NUMBER 758. Current Log-Posterior: 257014 Step Size: 63506.05611 Smoothing Hyper-parameters: 0.076654 0.048148 0.065462 0.110077 0.064085 0.025577 0.064032 Expected Total MS Cnt: 4.68416 Backgound Scale: 0.732147. ITERATION NUMBER 759. Current Log-Posterior: 235415 Step Size: -21598.8028 Smoothing Hyper-parameters: 0.053208 0.093608 0.048522 0.110962 0.059305 0.091651 0.075880 Expected Total MS Cnt: 9.02442 Backgound Scale: 0.732366. ITERATION NUMBER 760. Current Log-Posterior: 278541 Step Size: 43126.35343 Smoothing Hyper-parameters: 0.073157 0.067723 0.092144 0.068199 0.083419 0.071848 0.047081 Expected Total MS Cnt: 6.16774 Backgound Scale: 0.73468. ITERATION NUMBER 761. Current Log-Posterior: 226613 Step Size: -51928.20949 Smoothing Hyper-parameters: 0.077631 0.075683 0.097235 0.056452 0.090182 0.091636 0.110658 Expected Total MS Cnt: 8.98149 Backgound Scale: 0.727055. ITERATION NUMBER 762. Current Log-Posterior: 210307 Step Size: -16306.17131 Smoothing Hyper-parameters: 0.037471 0.114467 0.028721 0.071392 0.080313 0.105707 0.115326 Expected Total MS Cnt: 10.6636 Backgound Scale: 0.744856. ITERATION NUMBER 763. Current Log-Posterior: 383490 Step Size: 173182.9909 Smoothing Hyper-parameters: 0.036847 0.098416 0.063792 0.113593 0.089647 0.070970 0.105175 Expected Total MS Cnt: 6.93357 Backgound Scale: 0.731731. ITERATION NUMBER 764. Current Log-Posterior: 378881 Step Size: -4609.324318 Smoothing Hyper-parameters: 0.056032 0.078692 0.026876 0.052339 0.111513 0.069626 0.023287 Expected Total MS Cnt: 4.96546 Backgound Scale: 0.724908. ITERATION NUMBER 765. Current Log-Posterior: 287638 Step Size: -91242.854 Smoothing Hyper-parameters: 0.037563 0.089118 0.029627 0.115635 0.078662 0.076483 0.014473 Expected Total MS Cnt: 1.93256 Backgound Scale: 0.724862. ITERATION NUMBER 766. Current Log-Posterior: 391965 Step Size: 104326.9018 Smoothing Hyper-parameters: 0.040368 0.077871 0.071728 0.042204 0.078997 0.076483 0.092443 Expected Total MS Cnt: 3.52747 Backgound Scale: 0.716662. ITERATION NUMBER 767. Current Log-Posterior: 356366 Step Size: -35598.66066 Smoothing Hyper-parameters: 0.030601 0.020139 0.094743 0.048043 0.073468 0.059678 0.021340 Expected Total MS Cnt: 7.07785 Backgound Scale: 0.725475. ITERATION NUMBER 768. Current Log-Posterior: 558125 Step Size: 201759.4626 Smoothing Hyper-parameters: 0.015670 0.167967 0.026105 0.068925 0.095385 0.076099 0.078332 Expected Total MS Cnt: 2.04944 Backgound Scale: 0.733502. ITERATION NUMBER 769. Current Log-Posterior: 836184 Step Size: 278058.8974 Smoothing Hyper-parameters: 0.072299 0.058697 0.160995 0.104315 0.103814 0.055809 0.062886 Expected Total MS Cnt: 0.866972 Backgound Scale: 0.730355. ITERATION NUMBER 770. Current Log-Posterior: 231852 Step Size: -604332.7263 Smoothing Hyper-parameters: 0.061184 0.033838 0.126271 0.021417 0.091161 0.053159 0.087133 Expected Total MS Cnt: 5.40157 Backgound Scale: 0.726779. ITERATION NUMBER 771. Current Log-Posterior: 306134 Step Size: 74282.22639 Smoothing Hyper-parameters: 0.068100 0.048501 0.100675 0.085808 0.028112 0.037941 0.145375 Expected Total MS Cnt: 3.21931 Backgound Scale: 0.730797. ITERATION NUMBER 772. Current Log-Posterior: 257322 Step Size: -48811.49717 Smoothing Hyper-parameters: 0.097316 0.022243 0.046474 0.073209 0.093381 0.109140 0.004812 Expected Total MS Cnt: 8.97006 Backgound Scale: 0.737995. ITERATION NUMBER 773. Current Log-Posterior: 286602 Step Size: 29279.74632 Smoothing Hyper-parameters: 0.087925 0.101795 0.027942 0.087961 0.087568 0.029298 0.097113 Expected Total MS Cnt: 4.86764 Backgound Scale: 0.732438. ITERATION NUMBER 774. Current Log-Posterior: 201632 Step Size: -84969.74119 Smoothing Hyper-parameters: 0.090012 0.012543 0.043811 0.092445 0.033984 0.113748 0.103397 Expected Total MS Cnt: 6.02607 Backgound Scale: 0.731546. ITERATION NUMBER 775. Current Log-Posterior: 398115 Step Size: 196482.2959 Smoothing Hyper-parameters: 0.097544 0.127260 0.055620 0.051178 0.060310 0.079726 0.113023 Expected Total MS Cnt: 4.30967 Backgound Scale: 0.734045. ITERATION NUMBER 776. Current Log-Posterior: 169801 Step Size: -228313.5716 Smoothing Hyper-parameters: 0.055179 0.086431 0.064804 0.057554 0.096345 0.111466 0.026553 Expected Total MS Cnt: 1.84236 Backgound Scale: 0.729257. ITERATION NUMBER 777. Current Log-Posterior: 275646 Step Size: 105845.3391 Smoothing Hyper-parameters: 0.070633 0.041227 0.093392 0.078693 0.050614 0.106356 0.120473 Expected Total MS Cnt: 0.684505 Backgound Scale: 0.724081. ITERATION NUMBER 778. Current Log-Posterior: 262449 Step Size: -13197.02551 Smoothing Hyper-parameters: 0.021898 0.075021 0.094291 0.025375 0.131200 0.062019 0.124235 Expected Total MS Cnt: 7.02562 Backgound Scale: 0.725042. ITERATION NUMBER 779. Current Log-Posterior: 613457 Step Size: 351007.9536 Smoothing Hyper-parameters: 0.019260 0.048054 0.056078 0.060066 0.076051 0.032178 0.056896 Expected Total MS Cnt: 0.889635 Backgound Scale: 0.73143. ITERATION NUMBER 780. Current Log-Posterior: 724563 Step Size: 111106.0296 Smoothing Hyper-parameters: 0.082579 0.059519 0.049178 0.036917 0.074615 0.022297 0.105709 Expected Total MS Cnt: 3.92342 Backgound Scale: 0.7277. ITERATION NUMBER 781. Current Log-Posterior: 224347 Step Size: -500216.4483 Smoothing Hyper-parameters: 0.110835 0.024084 0.072360 0.051750 0.132407 0.031244 0.106157 Expected Total MS Cnt: 8.83427 Backgound Scale: 0.732003. ITERATION NUMBER 782. Current Log-Posterior: 254212 Step Size: 29864.67369 Smoothing Hyper-parameters: 0.042593 0.079948 0.098671 0.088520 0.073882 0.089715 0.106911 Expected Total MS Cnt: 3.03982 Backgound Scale: 0.733557. ITERATION NUMBER 783. Current Log-Posterior: 342593 Step Size: 88381.3702 Smoothing Hyper-parameters: 0.090183 0.091745 0.120246 0.091327 0.001743 0.036459 0.057644 Expected Total MS Cnt: 0.55989 Backgound Scale: 0.740467. ITERATION NUMBER 784. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.049344 0.071223 0.092580 0.065932 0.072581 0.100449 0.077664 Expected Total MS Cnt: 2.50112 Backgound Scale: 0.733833. ITERATION NUMBER 785. Current Log-Posterior: 301750 Step Size: -inf Smoothing Hyper-parameters: 0.027008 0.094756 0.095434 0.111352 0.033136 0.103439 0.030373 Expected Total MS Cnt: 3.05017 Backgound Scale: 0.720217. ITERATION NUMBER 786. Current Log-Posterior: 490457 Step Size: 188707.2107 Smoothing Hyper-parameters: 0.058941 0.062845 0.080373 0.011201 0.087322 0.135153 0.117078 Expected Total MS Cnt: 1.82581 Backgound Scale: 0.723197. ITERATION NUMBER 787. Current Log-Posterior: 283402 Step Size: -207054.8488 Smoothing Hyper-parameters: 0.106316 0.041707 0.085626 0.020508 0.052537 0.117326 0.083038 Expected Total MS Cnt: 1.65734 Backgound Scale: 0.722442. ITERATION NUMBER 788. Current Log-Posterior: 207614 Step Size: -75788.19707 Smoothing Hyper-parameters: 0.084140 0.052114 0.024933 0.076773 0.051862 0.084993 0.039498 Expected Total MS Cnt: 2.25088 Backgound Scale: 0.744323. ITERATION NUMBER 789. Current Log-Posterior: 239249 Step Size: 31635.19212 Smoothing Hyper-parameters: 0.051194 0.071859 0.143136 0.102427 0.068642 0.032165 0.129705 Expected Total MS Cnt: 1.97843 Backgound Scale: 0.723671. ITERATION NUMBER 790. Current Log-Posterior: 287424 Step Size: 48174.93279 Smoothing Hyper-parameters: 0.052580 0.086537 0.098088 0.096268 0.097495 0.081938 0.039172 Expected Total MS Cnt: 1.92634 Backgound Scale: 0.729952. ITERATION NUMBER 791. Current Log-Posterior: 278733 Step Size: -8691.151659 Smoothing Hyper-parameters: 0.152200 0.129064 0.073328 0.052324 0.058340 0.158411 0.080586 Expected Total MS Cnt: 3.73055 Backgound Scale: 0.73153. ITERATION NUMBER 792. Current Log-Posterior: 121725 Step Size: -157007.4522 Smoothing Hyper-parameters: 0.062347 0.151376 0.117972 0.067508 0.024521 0.101206 0.113514 Expected Total MS Cnt: 3.89963 Backgound Scale: 0.725851. ITERATION NUMBER 793. Current Log-Posterior: 229582 Step Size: 107857.0042 Smoothing Hyper-parameters: 0.123840 0.039480 0.062979 0.118769 0.081359 0.051482 0.025690 Expected Total MS Cnt: 3.64086 Backgound Scale: 0.725366. ITERATION NUMBER 794. Current Log-Posterior: 192609 Step Size: -36973.6389 Smoothing Hyper-parameters: 0.082743 0.077333 0.130083 0.075765 0.069891 0.052104 0.051651 Expected Total MS Cnt: 2.26594 Backgound Scale: 0.73192. ITERATION NUMBER 795. Current Log-Posterior: 200515 Step Size: 7906.295625 Smoothing Hyper-parameters: 0.068723 0.064532 0.106689 0.049258 0.050480 0.040340 0.011392 Expected Total MS Cnt: 2.58603 Backgound Scale: 0.737985. ITERATION NUMBER 796. Current Log-Posterior: 240932 Step Size: 40416.86849 Smoothing Hyper-parameters: 0.068028 0.113733 0.084619 0.042496 0.083128 0.165687 0.099039 Expected Total MS Cnt: 1.41113 Backgound Scale: 0.730554. ITERATION NUMBER 797. Current Log-Posterior: 221075 Step Size: -19857.18012 Smoothing Hyper-parameters: 0.024643 0.015092 0.069880 0.026778 0.068256 0.078508 0.058346 Expected Total MS Cnt: 2.11105 Backgound Scale: 0.732719. ITERATION NUMBER 798. Current Log-Posterior: 716765 Step Size: 495690.352 Smoothing Hyper-parameters: 0.048808 0.073357 0.032287 0.089179 0.013150 0.107934 0.014382 Expected Total MS Cnt: 3.57109 Backgound Scale: 0.729696. ITERATION NUMBER 799. Current Log-Posterior: 320583 Step Size: -396181.8489 Smoothing Hyper-parameters: 0.097571 0.112735 0.076640 0.096494 0.076913 0.140689 0.114053 Expected Total MS Cnt: 3.02043 Backgound Scale: 0.742797. ITERATION NUMBER 800. Current Log-Posterior: 166512 Step Size: -154071.0608 Smoothing Hyper-parameters: 0.102118 0.072209 0.083493 0.073900 0.108650 0.059045 0.078916 Expected Total MS Cnt: 1.97225 Backgound Scale: 0.722457. ITERATION NUMBER 801. Current Log-Posterior: 177976 Step Size: 11464.31624 Smoothing Hyper-parameters: 0.081025 0.064068 0.044738 0.112919 0.038448 0.019115 0.041746 Expected Total MS Cnt: 1.03226 Backgound Scale: 0.735623. ITERATION NUMBER 802. Current Log-Posterior: 221900 Step Size: 43923.90932 Smoothing Hyper-parameters: 0.059876 0.058699 0.081333 0.050689 0.145916 0.066233 0.054333 Expected Total MS Cnt: 0.789892 Backgound Scale: 0.736819. ITERATION NUMBER 803. Current Log-Posterior: 266874 Step Size: 44973.45511 Smoothing Hyper-parameters: 0.034071 0.043927 0.085653 0.034667 0.099150 0.184766 0.132469 Expected Total MS Cnt: 4.3759 Backgound Scale: 0.736983. ITERATION NUMBER 804. Current Log-Posterior: 444782 Step Size: 177907.84 Smoothing Hyper-parameters: 0.083297 0.030372 0.042989 0.055918 0.062251 0.083227 0.050180 Expected Total MS Cnt: 2.59954 Backgound Scale: 0.725861. ITERATION NUMBER 805. Current Log-Posterior: 266890 Step Size: -177891.6925 Smoothing Hyper-parameters: 0.134479 0.117543 0.069949 0.107593 0.117140 0.074011 0.050144 Expected Total MS Cnt: 1.27669 Backgound Scale: 0.733964. ITERATION NUMBER 806. Current Log-Posterior: 132589 Step Size: -134301.0297 Smoothing Hyper-parameters: 0.102009 0.028860 0.080512 0.090997 0.015575 0.060555 0.056473 Expected Total MS Cnt: 0.857838 Backgound Scale: 0.725962. ITERATION NUMBER 807. Current Log-Posterior: 243378 Step Size: 110788.7821 Smoothing Hyper-parameters: 0.078192 0.133062 0.061473 0.024236 0.020880 0.077934 0.077007 Expected Total MS Cnt: 1.92234 Backgound Scale: 0.734628. ITERATION NUMBER 808. Current Log-Posterior: 205423 Step Size: -37954.38604 Smoothing Hyper-parameters: 0.080835 0.090104 0.087094 0.111495 0.078479 0.117048 0.057410 Expected Total MS Cnt: 0.0946459 Backgound Scale: 0.723607. ITERATION NUMBER 809. Current Log-Posterior: 194677 Step Size: -10746.39148 Smoothing Hyper-parameters: 0.088663 0.046329 0.047820 0.090658 0.110852 0.111189 0.050773 Expected Total MS Cnt: 2.19639 Backgound Scale: 0.720201. ITERATION NUMBER 810. Current Log-Posterior: 223858 Step Size: 29180.64405 Smoothing Hyper-parameters: 0.076679 0.040525 0.030812 0.074518 0.050260 0.037498 0.048582 Expected Total MS Cnt: 1.01658 Backgound Scale: 0.728783. ITERATION NUMBER 811. Current Log-Posterior: 265274 Step Size: 41416.86833 Smoothing Hyper-parameters: 0.035529 0.073842 0.118239 0.066815 0.078684 0.035160 0.072149 Expected Total MS Cnt: 0.197084 Backgound Scale: 0.729516. ITERATION NUMBER 812. Current Log-Posterior: 399122 Step Size: 133847.845 Smoothing Hyper-parameters: 0.037750 0.124067 0.149506 0.074758 0.029061 0.056035 0.099653 Expected Total MS Cnt: 0.335558 Backgound Scale: 0.726315. ITERATION NUMBER 813. Current Log-Posterior: 361006 Step Size: -38116.47971 Smoothing Hyper-parameters: 0.075843 0.075443 0.080713 0.093151 0.067360 0.089239 0.045499 Expected Total MS Cnt: 0.0459932 Backgound Scale: 0.730507. ITERATION NUMBER 814. Current Log-Posterior: 215787 Step Size: -145219.3259 Smoothing Hyper-parameters: 0.057756 0.050435 0.090735 0.089800 0.053115 0.036955 0.073452 Expected Total MS Cnt: 4.34963 Backgound Scale: 0.732837. ITERATION NUMBER 815. Current Log-Posterior: 285842 Step Size: 70055.87654 Smoothing Hyper-parameters: 0.072613 0.033833 0.051197 0.083750 0.036407 0.017292 0.081765 Expected Total MS Cnt: 9.70704 Backgound Scale: 0.729781. ITERATION NUMBER 816. Current Log-Posterior: 276856 Step Size: -8986.686941 Smoothing Hyper-parameters: 0.044687 0.091391 0.056377 0.043878 0.084463 0.120502 0.028628 Expected Total MS Cnt: 5.5967 Backgound Scale: 0.721325. ITERATION NUMBER 817. Current Log-Posterior: 329801 Step Size: 52945.11006 Smoothing Hyper-parameters: 0.047694 0.042059 0.029119 0.064637 0.127119 0.038662 0.067211 Expected Total MS Cnt: 11.3849 Backgound Scale: 0.724903. ITERATION NUMBER 818. Current Log-Posterior: 357515 Step Size: 27714.53034 Smoothing Hyper-parameters: 0.071522 0.041715 0.118646 0.100480 0.008272 0.049222 0.039358 Expected Total MS Cnt: 5.21406 Backgound Scale: 0.732867. ITERATION NUMBER 819. Current Log-Posterior: 259535 Step Size: -97980.2948 Smoothing Hyper-parameters: 0.022548 0.103468 0.090186 0.095495 0.157456 0.029446 0.056346 Expected Total MS Cnt: 8.89706 Backgound Scale: 0.735409. ITERATION NUMBER 820. Current Log-Posterior: 588319 Step Size: 328784.4417 Smoothing Hyper-parameters: 0.079745 0.115167 0.105925 0.099461 0.120706 0.021033 0.042872 Expected Total MS Cnt: 8.50328 Backgound Scale: 0.717311. ITERATION NUMBER 821. Current Log-Posterior: 190494 Step Size: -397825.8006 Smoothing Hyper-parameters: 0.054145 0.012568 0.050838 0.071510 0.109228 0.099714 0.119912 Expected Total MS Cnt: 5.18843 Backgound Scale: 0.726817. ITERATION NUMBER 822. Current Log-Posterior: 491341 Step Size: 300846.9626 Smoothing Hyper-parameters: 0.057441 0.133465 0.092083 0.026358 0.084889 0.042293 0.089588 Expected Total MS Cnt: 16.0548 Backgound Scale: 0.732351. ITERATION NUMBER 823. Current Log-Posterior: 251552 Step Size: -239788.3606 Smoothing Hyper-parameters: 0.093760 0.099285 0.033372 0.089295 0.015675 0.044050 0.057712 Expected Total MS Cnt: 18.9488 Backgound Scale: 0.732623. ITERATION NUMBER 824. Current Log-Posterior: 191636 Step Size: -59916.65438 Smoothing Hyper-parameters: 0.036883 0.110652 0.098408 0.047942 0.077905 0.097967 0.040119 Expected Total MS Cnt: 15.082 Backgound Scale: 0.732601. ITERATION NUMBER 825. Current Log-Posterior: 368142 Step Size: 176506.1597 Smoothing Hyper-parameters: 0.098202 0.024311 0.099917 0.079999 0.095065 0.084159 0.096040 Expected Total MS Cnt: 20.0328 Backgound Scale: 0.728948. ITERATION NUMBER 826. Current Log-Posterior: 261412 Step Size: -106730.0676 Smoothing Hyper-parameters: 0.104818 0.013585 0.025576 0.070939 0.096771 0.138061 0.094838 Expected Total MS Cnt: 23.1257 Backgound Scale: 0.737592. ITERATION NUMBER 827. Current Log-Posterior: 376332 Step Size: 114920.4313 Smoothing Hyper-parameters: 0.068944 0.114157 0.103153 0.084288 0.085688 0.079053 0.099264 Expected Total MS Cnt: 14.6915 Backgound Scale: 0.736951. ITERATION NUMBER 828. Current Log-Posterior: 216124 Step Size: -160208.4333 Smoothing Hyper-parameters: 0.008135 0.127002 0.083939 0.057223 0.060603 0.108366 0.061952 Expected Total MS Cnt: 17.9578 Backgound Scale: 0.726695. ITERATION NUMBER 829. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.056738 0.130487 0.061894 0.058132 0.084181 0.094296 0.013918 Expected Total MS Cnt: 11.6431 Backgound Scale: 0.720381. ITERATION NUMBER 830. Current Log-Posterior: 254344 Step Size: -inf Smoothing Hyper-parameters: 0.073090 0.101521 0.090998 0.030831 0.030564 0.091266 0.023457 Expected Total MS Cnt: 14.5061 Backgound Scale: 0.734889. ITERATION NUMBER 831. Current Log-Posterior: 218440 Step Size: -35903.85053 Smoothing Hyper-parameters: 0.127955 0.115940 0.110616 0.095381 0.091740 0.038336 0.031541 Expected Total MS Cnt: 17.8792 Backgound Scale: 0.728197. ITERATION NUMBER 832. Current Log-Posterior: 136035 Step Size: -82405.4563 Smoothing Hyper-parameters: 0.025954 0.147545 0.079922 0.052759 0.005503 0.046455 0.040790 Expected Total MS Cnt: 21.3716 Backgound Scale: 0.729869. ITERATION NUMBER 833. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.144207 0.150011 0.105543 0.090065 0.100501 0.084692 0.191668 Expected Total MS Cnt: 19.6948 Backgound Scale: 0.72562. ITERATION NUMBER 834. Current Log-Posterior: 118172 Step Size: -inf Smoothing Hyper-parameters: 0.082846 0.097725 0.093066 0.127512 0.073217 0.098035 0.094364 Expected Total MS Cnt: 26.9313 Backgound Scale: 0.729154. ITERATION NUMBER 835. Current Log-Posterior: 191992 Step Size: 73819.92581 Smoothing Hyper-parameters: 0.033466 0.075371 0.108699 0.098724 0.054952 0.086587 0.069533 Expected Total MS Cnt: 19.366 Backgound Scale: 0.729789. ITERATION NUMBER 836. Current Log-Posterior: 412263 Step Size: 220271.5955 Smoothing Hyper-parameters: 0.094304 0.119285 0.078462 0.032218 0.060839 0.086736 0.055562 Expected Total MS Cnt: 14.9471 Backgound Scale: 0.725539. ITERATION NUMBER 837. Current Log-Posterior: 173916 Step Size: -238347.3775 Smoothing Hyper-parameters: 0.065826 0.061009 0.114687 0.097099 0.005384 0.078391 0.063462 Expected Total MS Cnt: 20.2951 Backgound Scale: 0.728096. ITERATION NUMBER 838. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.044699 0.096664 0.099467 0.070041 0.034405 0.144225 0.111329 Expected Total MS Cnt: 19.4434 Backgound Scale: 0.738302. ITERATION NUMBER 839. Current Log-Posterior: 323831 Step Size: -inf Smoothing Hyper-parameters: 0.060976 0.129841 0.076353 0.093834 0.135243 0.065167 0.075097 Expected Total MS Cnt: 12.3219 Backgound Scale: 0.726005. ITERATION NUMBER 840. Current Log-Posterior: 237038 Step Size: -86792.68903 Smoothing Hyper-parameters: 0.094284 0.055171 0.065405 0.147735 0.097120 0.077306 0.028441 Expected Total MS Cnt: 12.6633 Backgound Scale: 0.725846. ITERATION NUMBER 841. Current Log-Posterior: 201540 Step Size: -35498.60332 Smoothing Hyper-parameters: 0.048413 0.048665 0.102418 0.076747 0.092131 0.067223 0.123512 Expected Total MS Cnt: 21.6831 Backgound Scale: 0.73281. ITERATION NUMBER 842. Current Log-Posterior: 321535 Step Size: 119995.6924 Smoothing Hyper-parameters: 0.101257 0.061271 0.092025 0.101588 0.108587 0.088948 0.135523 Expected Total MS Cnt: 28.0445 Backgound Scale: 0.728839. ITERATION NUMBER 843. Current Log-Posterior: 183370 Step Size: -138165.1117 Smoothing Hyper-parameters: 0.122556 0.112415 0.084434 0.010273 0.059370 0.019478 0.010763 Expected Total MS Cnt: 17.6171 Backgound Scale: 0.717664. ITERATION NUMBER 844. Current Log-Posterior: 161010 Step Size: -22360.44027 Smoothing Hyper-parameters: 0.097909 0.057067 0.081898 0.092931 0.029604 0.050308 0.059313 Expected Total MS Cnt: 15.2434 Backgound Scale: 0.727515. ITERATION NUMBER 845. Current Log-Posterior: 192205 Step Size: 31195.11007 Smoothing Hyper-parameters: 0.043168 0.037553 0.100778 0.119986 0.092219 0.020123 0.151699 Expected Total MS Cnt: 7.29146 Backgound Scale: 0.718735. ITERATION NUMBER 846. Current Log-Posterior: 370024 Step Size: 177819.7158 Smoothing Hyper-parameters: 0.050954 0.118749 0.101782 0.015173 0.056038 0.036059 0.100710 Expected Total MS Cnt: 11.7196 Backgound Scale: 0.719557. ITERATION NUMBER 847. Current Log-Posterior: 287837 Step Size: -82187.54963 Smoothing Hyper-parameters: 0.107779 0.100858 0.119657 0.072672 0.036369 0.071191 0.084071 Expected Total MS Cnt: 9.47545 Backgound Scale: 0.732281. ITERATION NUMBER 848. Current Log-Posterior: 154542 Step Size: -133294.8765 Smoothing Hyper-parameters: 0.103142 0.072500 0.068880 0.013261 0.046599 0.133140 0.130825 Expected Total MS Cnt: 4.4132 Backgound Scale: 0.745771. ITERATION NUMBER 849. Current Log-Posterior: 189790 Step Size: 35248.2901 Smoothing Hyper-parameters: 0.110761 0.121437 0.131392 0.006027 0.061936 0.164000 0.072440 Expected Total MS Cnt: 5.81199 Backgound Scale: 0.729474. ITERATION NUMBER 850. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.117857 0.085871 0.030893 0.037676 0.094121 0.157077 0.082972 Expected Total MS Cnt: 6.15025 Backgound Scale: 0.741691. ITERATION NUMBER 851. Current Log-Posterior: 173614 Step Size: -inf Smoothing Hyper-parameters: 0.066699 0.118433 0.139879 0.060114 0.062868 0.042072 0.106790 Expected Total MS Cnt: 4.31434 Backgound Scale: 0.734759. ITERATION NUMBER 852. Current Log-Posterior: 220821 Step Size: 47206.81857 Smoothing Hyper-parameters: 0.106567 0.031788 0.027273 0.048135 0.063514 0.039280 0.122103 Expected Total MS Cnt: 6.58435 Backgound Scale: 0.739195. ITERATION NUMBER 853. Current Log-Posterior: 245183 Step Size: 24361.97915 Smoothing Hyper-parameters: 0.102569 0.053515 0.098762 0.063954 0.089082 0.132551 0.088004 Expected Total MS Cnt: 8.53894 Backgound Scale: 0.725306. ITERATION NUMBER 854. Current Log-Posterior: 190292 Step Size: -54891.11511 Smoothing Hyper-parameters: 0.142690 0.077652 0.103744 0.056800 0.034274 0.065205 0.134948 Expected Total MS Cnt: 11.0476 Backgound Scale: 0.732397. ITERATION NUMBER 855. Current Log-Posterior: 141511 Step Size: -48780.9687 Smoothing Hyper-parameters: 0.060998 0.110029 0.018046 0.097495 0.076288 0.110209 0.036829 Expected Total MS Cnt: 6.98626 Backgound Scale: 0.734859. ITERATION NUMBER 856. Current Log-Posterior: 273959 Step Size: 132448.0491 Smoothing Hyper-parameters: 0.074907 0.081244 0.099917 0.051536 0.096441 0.074843 0.049057 Expected Total MS Cnt: 11.4909 Backgound Scale: 0.732364. ITERATION NUMBER 857. Current Log-Posterior: 213171 Step Size: -60788.22783 Smoothing Hyper-parameters: 0.058031 0.065782 0.043487 0.081356 0.094054 0.025970 0.105094 Expected Total MS Cnt: 13.1253 Backgound Scale: 0.73369. ITERATION NUMBER 858. Current Log-Posterior: 279564 Step Size: 66393.03925 Smoothing Hyper-parameters: 0.103135 0.092987 0.034731 0.128614 0.006729 0.074694 0.043923 Expected Total MS Cnt: 12.249 Backgound Scale: 0.723938. ITERATION NUMBER 859. Current Log-Posterior: 188070 Step Size: -91493.77275 Smoothing Hyper-parameters: 0.077361 0.082042 0.035615 0.083292 0.070952 0.021739 0.051340 Expected Total MS Cnt: 11.676 Backgound Scale: 0.726107. ITERATION NUMBER 860. Current Log-Posterior: 221017 Step Size: 32946.74369 Smoothing Hyper-parameters: 0.075758 0.135401 0.084413 0.103119 0.099716 0.060247 0.077552 Expected Total MS Cnt: 9.30917 Backgound Scale: 0.732036. ITERATION NUMBER 861. Current Log-Posterior: 198435 Step Size: -22582.00906 Smoothing Hyper-parameters: 0.114570 0.085909 0.100345 0.115162 0.074996 0.057604 0.123228 Expected Total MS Cnt: 4.11382 Backgound Scale: 0.71767. ITERATION NUMBER 862. Current Log-Posterior: 156094 Step Size: -42341.20132 Smoothing Hyper-parameters: 0.047601 0.083878 0.127954 0.072924 0.106224 0.130138 0.112499 Expected Total MS Cnt: 4.49894 Backgound Scale: 0.73538. ITERATION NUMBER 863. Current Log-Posterior: 300574 Step Size: 144480.2661 Smoothing Hyper-parameters: 0.151143 0.043683 0.083301 0.019330 0.072712 0.136908 0.118758 Expected Total MS Cnt: 8.70049 Backgound Scale: 0.73741. ITERATION NUMBER 864. Current Log-Posterior: 171832 Step Size: -128741.6869 Smoothing Hyper-parameters: 0.101327 0.052940 0.043721 0.172042 0.096848 0.039319 0.109475 Expected Total MS Cnt: 12.0015 Backgound Scale: 0.726531. ITERATION NUMBER 865. Current Log-Posterior: 199602 Step Size: 27769.64961 Smoothing Hyper-parameters: 0.073307 0.101932 0.084671 0.100041 0.058421 0.073844 0.118387 Expected Total MS Cnt: 7.2199 Backgound Scale: 0.722723. ITERATION NUMBER 866. Current Log-Posterior: 208390 Step Size: 8788.180161 Smoothing Hyper-parameters: 0.095483 0.075545 0.154904 0.054663 0.095409 0.099636 0.143165 Expected Total MS Cnt: 11.1557 Backgound Scale: 0.731639. ITERATION NUMBER 867. Current Log-Posterior: 181732 Step Size: -26658.15298 Smoothing Hyper-parameters: 0.105167 0.080442 0.114120 0.082745 0.081337 0.114332 0.109961 Expected Total MS Cnt: 9.19622 Backgound Scale: 0.732081. ITERATION NUMBER 868. Current Log-Posterior: 166783 Step Size: -14949.51346 Smoothing Hyper-parameters: 0.034449 0.036757 0.064233 0.051943 0.067496 0.052879 0.080000 Expected Total MS Cnt: 5.25725 Backgound Scale: 0.727934. ITERATION NUMBER 869. Current Log-Posterior: 454958 Step Size: 288175.7666 Smoothing Hyper-parameters: 0.086259 0.025960 0.064758 0.086494 0.090756 0.084270 0.116508 Expected Total MS Cnt: 6.82918 Backgound Scale: 0.726971. ITERATION NUMBER 870. Current Log-Posterior: 277913 Step Size: -177044.8379 Smoothing Hyper-parameters: 0.088332 0.095703 0.053038 0.041734 0.036226 0.082454 0.145009 Expected Total MS Cnt: 6.0596 Backgound Scale: 0.727032. ITERATION NUMBER 871. Current Log-Posterior: 192443 Step Size: -85470.22719 Smoothing Hyper-parameters: 0.133439 0.027010 0.109488 0.041270 0.110230 0.082423 0.150145 Expected Total MS Cnt: 1.83205 Backgound Scale: 0.72563. ITERATION NUMBER 872. Current Log-Posterior: 220511 Step Size: 28067.456 Smoothing Hyper-parameters: 0.047473 0.016924 0.076959 0.050128 0.144846 0.107214 0.042256 Expected Total MS Cnt: 0.714708 Backgound Scale: 0.73855. ITERATION NUMBER 873. Current Log-Posterior: 451395 Step Size: 230884.0087 Smoothing Hyper-parameters: 0.122798 0.072187 0.046923 0.015191 0.086329 0.047187 0.068113 Expected Total MS Cnt: 3.63752 Backgound Scale: 0.722887. ITERATION NUMBER 874. Current Log-Posterior: 172788 Step Size: -278606.4594 Smoothing Hyper-parameters: 0.068038 0.117481 0.051407 0.068678 0.081819 0.051209 0.085640 Expected Total MS Cnt: 1.7466 Backgound Scale: 0.727493. ITERATION NUMBER 875. Current Log-Posterior: 226565 Step Size: 53776.57025 Smoothing Hyper-parameters: 0.094199 0.042095 0.053565 0.035950 0.129813 0.062121 0.112946 Expected Total MS Cnt: 0.386756 Backgound Scale: 0.722468. ITERATION NUMBER 876. Current Log-Posterior: 223726 Step Size: -2838.656315 Smoothing Hyper-parameters: 0.065058 0.061856 0.058459 0.082440 0.065132 0.040756 0.116668 Expected Total MS Cnt: 2.44836 Backgound Scale: 0.730192. ITERATION NUMBER 877. Current Log-Posterior: 253550 Step Size: 29824.23276 Smoothing Hyper-parameters: 0.079879 0.061856 0.104137 0.086705 0.031975 0.017585 0.108228 Expected Total MS Cnt: 1.69866 Backgound Scale: 0.732314. ITERATION NUMBER 878. Current Log-Posterior: 216927 Step Size: -36623.80447 Smoothing Hyper-parameters: 0.043675 0.039470 0.046160 0.091761 0.081669 0.085977 0.105831 Expected Total MS Cnt: 0.957134 Backgound Scale: 0.732181. ITERATION NUMBER 879. Current Log-Posterior: 379484 Step Size: 162557.7603 Smoothing Hyper-parameters: 0.049734 0.045180 0.087602 0.038885 0.130726 0.116233 0.022110 Expected Total MS Cnt: 0.116196 Backgound Scale: 0.746296. ITERATION NUMBER 880. Current Log-Posterior: 327098 Step Size: -52386.51544 Smoothing Hyper-parameters: 0.085207 0.118678 0.101901 0.040165 0.047943 0.105440 0.041303 Expected Total MS Cnt: 1.91417 Backgound Scale: 0.737557. ITERATION NUMBER 881. Current Log-Posterior: 183301 Step Size: -143797.1017 Smoothing Hyper-parameters: 0.074359 0.124783 0.105856 0.061290 0.106494 0.091570 0.082564 Expected Total MS Cnt: 1.67777 Backgound Scale: 0.738417. ITERATION NUMBER 882. Current Log-Posterior: 201792 Step Size: 18491.28413 Smoothing Hyper-parameters: 0.116685 0.007001 0.095420 0.044175 0.031184 0.093753 0.050406 Expected Total MS Cnt: 2.66195 Backgound Scale: 0.723474. ITERATION NUMBER 883. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.044871 0.070026 0.087730 0.085798 0.064538 0.119186 0.109902 Expected Total MS Cnt: 0.839139 Backgound Scale: 0.736133. ITERATION NUMBER 884. Current Log-Posterior: 326511 Step Size: -inf Smoothing Hyper-parameters: 0.067931 0.039686 0.049086 0.073999 0.070611 0.077619 0.045342 Expected Total MS Cnt: 0.993521 Backgound Scale: 0.730749. ITERATION NUMBER 885. Current Log-Posterior: 274203 Step Size: -52307.36729 Smoothing Hyper-parameters: 0.100516 0.077182 0.027171 0.073999 0.049182 0.012735 0.014356 Expected Total MS Cnt: 0.46358 Backgound Scale: 0.73585. ITERATION NUMBER 886. Current Log-Posterior: 195807 Step Size: -78396.56424 Smoothing Hyper-parameters: 0.062676 0.041101 0.071903 0.032463 0.072095 0.077192 0.062491 Expected Total MS Cnt: 3.02517 Backgound Scale: 0.726566. ITERATION NUMBER 887. Current Log-Posterior: 289065 Step Size: 93257.75856 Smoothing Hyper-parameters: 0.069289 0.059185 0.085630 0.095842 0.089750 0.045974 0.101804 Expected Total MS Cnt: 2.78541 Backgound Scale: 0.730403. ITERATION NUMBER 888. Current Log-Posterior: 242933 Step Size: -46131.87775 Smoothing Hyper-parameters: 0.102978 0.092648 0.078859 0.063869 0.016382 0.053881 0.064317 Expected Total MS Cnt: 6.4501 Backgound Scale: 0.734533. ITERATION NUMBER 889. Current Log-Posterior: 171103 Step Size: -71829.4389 Smoothing Hyper-parameters: 0.043775 0.051420 0.092612 0.106368 0.079331 0.057464 0.061040 Expected Total MS Cnt: 3.00127 Backgound Scale: 0.730421. ITERATION NUMBER 890. Current Log-Posterior: 345855 Step Size: 174751.5843 Smoothing Hyper-parameters: 0.037869 0.072631 0.095613 0.130100 0.157794 0.067257 0.037265 Expected Total MS Cnt: 8.50055 Backgound Scale: 0.726085. ITERATION NUMBER 891. Current Log-Posterior: 374675 Step Size: 28819.66951 Smoothing Hyper-parameters: 0.042079 0.068192 0.103683 0.139026 0.012415 0.142145 0.056917 Expected Total MS Cnt: 0.631541 Backgound Scale: 0.734359. ITERATION NUMBER 892. Current Log-Posterior: 352189 Step Size: -22485.38589 Smoothing Hyper-parameters: 0.115906 0.147356 0.085826 0.053384 0.053674 0.076903 0.071663 Expected Total MS Cnt: 2.57796 Backgound Scale: 0.728457. ITERATION NUMBER 893. Current Log-Posterior: 144868 Step Size: -207320.775 Smoothing Hyper-parameters: 0.093038 0.096015 0.028025 0.139687 0.062921 0.064837 0.112266 Expected Total MS Cnt: 3.65433 Backgound Scale: 0.724455. ITERATION NUMBER 894. Current Log-Posterior: 195553 Step Size: 50684.85499 Smoothing Hyper-parameters: 0.070227 0.112627 0.115631 0.065403 0.046775 0.058394 0.110120 Expected Total MS Cnt: 1.6001 Backgound Scale: 0.725983. ITERATION NUMBER 895. Current Log-Posterior: 212365 Step Size: 16812.19942 Smoothing Hyper-parameters: 0.014979 0.032362 0.028291 0.123028 0.110183 0.114880 0.104226 Expected Total MS Cnt: 5.78942 Backgound Scale: 0.728961. ITERATION NUMBER 896. Current Log-Posterior: 939784 Step Size: 727418.6403 Smoothing Hyper-parameters: 0.078974 0.112954 0.056943 0.104436 0.135718 0.053914 0.050358 Expected Total MS Cnt: 2.68188 Backgound Scale: 0.72942. ITERATION NUMBER 897. Current Log-Posterior: 201922 Step Size: -737862.48 Smoothing Hyper-parameters: 0.075434 0.031610 0.047078 0.038133 0.135629 0.083388 0.082200 Expected Total MS Cnt: 6.12261 Backgound Scale: 0.72035. ITERATION NUMBER 898. Current Log-Posterior: 278101 Step Size: 76179.74768 Smoothing Hyper-parameters: 0.094491 0.121036 0.105968 0.072783 0.078992 0.052163 0.098795 Expected Total MS Cnt: 4.3812 Backgound Scale: 0.733385. ITERATION NUMBER 899. Current Log-Posterior: 167181 Step Size: -110919.8631 Smoothing Hyper-parameters: 0.062659 0.073947 0.066855 0.048341 0.024968 0.013478 0.042067 Expected Total MS Cnt: 9.01428 Backgound Scale: 0.723994. ITERATION NUMBER 900. Current Log-Posterior: 256302 Step Size: 89120.52567 Smoothing Hyper-parameters: 0.082424 0.118038 0.071934 0.111222 0.045542 0.054946 0.058370 Expected Total MS Cnt: 4.89918 Backgound Scale: 0.726265. ITERATION NUMBER 901. Current Log-Posterior: 187723 Step Size: -68578.78759 Smoothing Hyper-parameters: 0.105010 0.076779 0.025884 0.079546 0.054373 0.099296 0.074540 Expected Total MS Cnt: 2.85091 Backgound Scale: 0.725162. ITERATION NUMBER 902. Current Log-Posterior: 190058 Step Size: 2335.110298 Smoothing Hyper-parameters: 0.073056 0.046487 0.067715 0.119755 0.110333 0.074498 0.022793 Expected Total MS Cnt: 1.00478 Backgound Scale: 0.74131. ITERATION NUMBER 903. Current Log-Posterior: 246469 Step Size: 56410.3756 Smoothing Hyper-parameters: 0.031063 0.117643 0.080866 0.068265 0.063428 0.082221 0.028602 Expected Total MS Cnt: 1.98628 Backgound Scale: 0.725192. ITERATION NUMBER 904. Current Log-Posterior: 436231 Step Size: 189762.1854 Smoothing Hyper-parameters: 0.043745 0.078527 0.072937 0.131582 0.076076 0.045749 0.106461 Expected Total MS Cnt: 1.00771 Backgound Scale: 0.733945. ITERATION NUMBER 905. Current Log-Posterior: 329686 Step Size: -106544.7412 Smoothing Hyper-parameters: 0.112492 0.077376 0.152373 0.106736 0.034476 0.050677 0.128091 Expected Total MS Cnt: 2.44135 Backgound Scale: 0.7216. ITERATION NUMBER 906. Current Log-Posterior: 159032 Step Size: -170653.9276 Smoothing Hyper-parameters: 0.081763 0.082754 0.104947 0.039832 0.111157 0.047376 0.094584 Expected Total MS Cnt: 3.28678 Backgound Scale: 0.734231. ITERATION NUMBER 907. Current Log-Posterior: 200174 Step Size: 41141.77001 Smoothing Hyper-parameters: 0.040261 0.084868 0.044880 0.061870 0.080607 0.061192 0.111599 Expected Total MS Cnt: 6.98801 Backgound Scale: 0.720291. ITERATION NUMBER 908. Current Log-Posterior: 362074 Step Size: 161899.9886 Smoothing Hyper-parameters: 0.073930 0.110046 0.075503 0.022798 0.111788 0.055324 0.093564 Expected Total MS Cnt: 11.2983 Backgound Scale: 0.731981. ITERATION NUMBER 909. Current Log-Posterior: 210543 Step Size: -151531.2232 Smoothing Hyper-parameters: 0.071195 0.114276 0.085947 0.048907 0.056481 0.078834 0.061421 Expected Total MS Cnt: 2.63765 Backgound Scale: 0.732828. ITERATION NUMBER 910. Current Log-Posterior: 213600 Step Size: 3056.824812 Smoothing Hyper-parameters: 0.066445 0.080614 0.038411 0.035674 0.059286 0.055883 0.030216 Expected Total MS Cnt: 2.80635 Backgound Scale: 0.733849. ITERATION NUMBER 911. Current Log-Posterior: 250240 Step Size: 36640.08076 Smoothing Hyper-parameters: 0.095542 0.114463 0.086224 0.072876 0.052511 0.100694 0.052003 Expected Total MS Cnt: 2.37996 Backgound Scale: 0.730849. ITERATION NUMBER 912. Current Log-Posterior: 168113 Step Size: -82127.14476 Smoothing Hyper-parameters: 0.115258 0.088196 0.075062 0.028340 0.061222 0.089201 0.107320 Expected Total MS Cnt: 4.18171 Backgound Scale: 0.721421. ITERATION NUMBER 913. Current Log-Posterior: 160895 Step Size: -7217.110862 Smoothing Hyper-parameters: 0.080353 0.062988 0.058493 0.044336 0.033334 0.085466 0.078413 Expected Total MS Cnt: 1.65624 Backgound Scale: 0.742608. ITERATION NUMBER 914. Current Log-Posterior: 217983 Step Size: 57088.02598 Smoothing Hyper-parameters: 0.085192 0.053863 0.066031 0.097721 0.077966 0.112429 0.052035 Expected Total MS Cnt: 1.49065 Backgound Scale: 0.722878. ITERATION NUMBER 915. Current Log-Posterior: 215741 Step Size: -2242.473278 Smoothing Hyper-parameters: 0.072256 0.035947 0.131262 0.073802 0.019996 0.075152 0.155518 Expected Total MS Cnt: 6.31488 Backgound Scale: 0.722348. ITERATION NUMBER 916. Current Log-Posterior: 267855 Step Size: 52113.93609 Smoothing Hyper-parameters: 0.026762 0.039112 0.042974 0.119082 0.070269 0.084434 0.059620 Expected Total MS Cnt: 4.44449 Backgound Scale: 0.732207. ITERATION NUMBER 917. Current Log-Posterior: 558261 Step Size: 290405.8195 Smoothing Hyper-parameters: 0.038458 0.056944 0.118464 0.020321 0.079419 0.091348 0.144854 Expected Total MS Cnt: 0.340571 Backgound Scale: 0.724932. ITERATION NUMBER 918. Current Log-Posterior: 388816 Step Size: -169445.1856 Smoothing Hyper-parameters: 0.060846 0.111919 0.069027 0.120512 0.107452 0.040541 0.069775 Expected Total MS Cnt: 4.08139 Backgound Scale: 0.723692. ITERATION NUMBER 919. Current Log-Posterior: 242949 Step Size: -145866.5007 Smoothing Hyper-parameters: 0.034891 0.044745 0.133584 0.077037 0.080528 0.062538 0.113693 Expected Total MS Cnt: 2.41653 Backgound Scale: 0.727935. ITERATION NUMBER 920. Current Log-Posterior: 427965 Step Size: 185015.9446 Smoothing Hyper-parameters: 0.092467 0.032849 0.108921 0.069789 0.071200 0.068980 0.145111 Expected Total MS Cnt: 2.43586 Backgound Scale: 0.724726. ITERATION NUMBER 921. Current Log-Posterior: 236630 Step Size: -191334.5201 Smoothing Hyper-parameters: 0.075713 0.181356 0.110619 0.066639 0.074380 0.035784 0.064424 Expected Total MS Cnt: 3.3611 Backgound Scale: 0.7228. ITERATION NUMBER 922. Current Log-Posterior: 190765 Step Size: -45865.68487 Smoothing Hyper-parameters: 0.077393 0.099955 0.114364 0.096149 0.043970 0.021911 0.116827 Expected Total MS Cnt: 3.65246 Backgound Scale: 0.726675. ITERATION NUMBER 923. Current Log-Posterior: 201685 Step Size: 10920.44445 Smoothing Hyper-parameters: 0.103037 0.096211 0.077788 0.027479 0.086704 0.095333 0.131312 Expected Total MS Cnt: 3.89355 Backgound Scale: 0.726497. ITERATION NUMBER 924. Current Log-Posterior: 168861 Step Size: -32824.34286 Smoothing Hyper-parameters: 0.106281 0.165988 0.095543 0.058463 0.080868 0.086724 0.122535 Expected Total MS Cnt: 13.2128 Backgound Scale: 0.735962. ITERATION NUMBER 925. Current Log-Posterior: 148272 Step Size: -20588.71541 Smoothing Hyper-parameters: 0.127028 0.085161 0.010944 0.094010 0.047970 0.074222 0.055484 Expected Total MS Cnt: 10.6004 Backgound Scale: 0.74326. ITERATION NUMBER 926. Current Log-Posterior: 207838 Step Size: 59565.60319 Smoothing Hyper-parameters: 0.078616 0.101960 0.082687 0.093157 0.099243 0.089742 0.058883 Expected Total MS Cnt: 4.84844 Backgound Scale: 0.737076. ITERATION NUMBER 927. Current Log-Posterior: 199006 Step Size: -8831.716722 Smoothing Hyper-parameters: 0.100795 0.029338 0.108371 0.066564 0.046013 0.053527 0.113283 Expected Total MS Cnt: 7.69722 Backgound Scale: 0.739718. ITERATION NUMBER 928. Current Log-Posterior: 238507 Step Size: 39501.23145 Smoothing Hyper-parameters: 0.106481 0.116217 0.097105 0.108636 0.098071 0.130209 0.124846 Expected Total MS Cnt: 2.72552 Backgound Scale: 0.731256. ITERATION NUMBER 929. Current Log-Posterior: 154557 Step Size: -83950.10995 Smoothing Hyper-parameters: 0.095745 0.091513 0.058053 0.030927 0.056438 0.077968 0.076959 Expected Total MS Cnt: 4.23289 Backgound Scale: 0.732161. ITERATION NUMBER 930. Current Log-Posterior: 180403 Step Size: 25846.17661 Smoothing Hyper-parameters: 0.066351 0.077601 0.068169 0.128755 0.087919 0.065374 0.046926 Expected Total MS Cnt: 4.84498 Backgound Scale: 0.739493. ITERATION NUMBER 931. Current Log-Posterior: 239122 Step Size: 58718.22599 Smoothing Hyper-parameters: 0.095049 0.139575 0.077194 0.074390 0.054366 0.075336 0.053802 Expected Total MS Cnt: 6.42736 Backgound Scale: 0.726754. ITERATION NUMBER 932. Current Log-Posterior: 167321 Step Size: -71800.52267 Smoothing Hyper-parameters: 0.002483 0.127745 0.008837 0.017297 0.022303 0.083347 0.097380 Expected Total MS Cnt: 4.73015 Backgound Scale: 0.732745. ITERATION NUMBER 933. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.123280 0.042411 0.119057 0.025963 0.024813 0.047468 0.066139 Expected Total MS Cnt: 7.21735 Backgound Scale: 0.721006. ITERATION NUMBER 934. Current Log-Posterior: 190385 Step Size: -inf Smoothing Hyper-parameters: 0.056479 0.006721 0.134307 0.055533 0.145164 0.063228 0.052622 Expected Total MS Cnt: 3.11811 Backgound Scale: 0.719999. ITERATION NUMBER 935. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.109962 0.059077 0.018421 0.037562 0.118092 0.105483 0.110059 Expected Total MS Cnt: 3.10759 Backgound Scale: 0.739515. ITERATION NUMBER 936. Current Log-Posterior: 214029 Step Size: -inf Smoothing Hyper-parameters: 0.079173 0.070647 0.047836 0.114392 0.034617 0.075671 0.063752 Expected Total MS Cnt: 2.32373 Backgound Scale: 0.722497. ITERATION NUMBER 937. Current Log-Posterior: 218559 Step Size: 4530.176838 Smoothing Hyper-parameters: 0.118816 0.085102 0.010663 0.058491 0.040047 0.063265 0.029741 Expected Total MS Cnt: 0.979799 Backgound Scale: 0.731009. ITERATION NUMBER 938. Current Log-Posterior: 216460 Step Size: -2099.022963 Smoothing Hyper-parameters: 0.091875 0.017343 0.085347 0.113157 0.057784 0.053128 0.091835 Expected Total MS Cnt: 2.93966 Backgound Scale: 0.740918. ITERATION NUMBER 939. Current Log-Posterior: 318342 Step Size: 101882.1694 Smoothing Hyper-parameters: 0.070924 0.022703 0.059776 0.059663 0.091975 0.089433 0.147119 Expected Total MS Cnt: 3.53429 Backgound Scale: 0.738766. ITERATION NUMBER 940. Current Log-Posterior: 324913 Step Size: 6570.586153 Smoothing Hyper-parameters: 0.090332 0.081235 0.012737 0.063282 0.147529 0.110982 0.076332 Expected Total MS Cnt: 4.28644 Backgound Scale: 0.72119. ITERATION NUMBER 941. Current Log-Posterior: 239427 Step Size: -85486.33882 Smoothing Hyper-parameters: 0.041543 0.109499 0.029046 0.085130 0.041754 0.059759 0.122636 Expected Total MS Cnt: 2.27379 Backgound Scale: 0.734743. ITERATION NUMBER 942. Current Log-Posterior: 345616 Step Size: 106189.3625 Smoothing Hyper-parameters: 0.062299 0.084136 0.046003 0.074265 0.076281 0.101755 0.031401 Expected Total MS Cnt: 1.39364 Backgound Scale: 0.734666. ITERATION NUMBER 943. Current Log-Posterior: 255804 Step Size: -89812.35118 Smoothing Hyper-parameters: 0.062358 0.100799 0.093243 0.043256 0.053179 0.070440 0.050968 Expected Total MS Cnt: 5.09069 Backgound Scale: 0.734351. ITERATION NUMBER 944. Current Log-Posterior: 240466 Step Size: -15337.62352 Smoothing Hyper-parameters: 0.043967 0.045117 0.134089 0.096044 0.056911 0.069185 0.055734 Expected Total MS Cnt: 0.98201 Backgound Scale: 0.73579. ITERATION NUMBER 945. Current Log-Posterior: 353487 Step Size: 113021.0848 Smoothing Hyper-parameters: 0.141744 0.087813 0.090652 0.089695 0.089438 0.118692 0.099101 Expected Total MS Cnt: 0.67896 Backgound Scale: 0.745814. ITERATION NUMBER 946. Current Log-Posterior: 134577 Step Size: -218910.5279 Smoothing Hyper-parameters: 0.098100 0.069025 0.120359 0.134596 0.130465 0.100266 0.026474 Expected Total MS Cnt: 0.577751 Backgound Scale: 0.745349. ITERATION NUMBER 947. Current Log-Posterior: 180695 Step Size: 46118.22288 Smoothing Hyper-parameters: 0.126333 0.102309 0.147375 0.113074 0.063020 0.103926 0.073176 Expected Total MS Cnt: 4.14761 Backgound Scale: 0.736804. ITERATION NUMBER 948. Current Log-Posterior: 137241 Step Size: -43453.56027 Smoothing Hyper-parameters: 0.055528 0.059576 0.037472 0.107620 0.052147 0.060391 0.103673 Expected Total MS Cnt: 2.24304 Backgound Scale: 0.728296. ITERATION NUMBER 949. Current Log-Posterior: 296804 Step Size: 159562.652 Smoothing Hyper-parameters: 0.074176 0.062989 0.093753 0.054347 0.086523 0.037772 0.093126 Expected Total MS Cnt: 0.355567 Backgound Scale: 0.742092. ITERATION NUMBER 950. Current Log-Posterior: 229089 Step Size: -67715.10257 Smoothing Hyper-parameters: 0.032188 0.079496 0.088720 0.048404 0.075233 0.021124 0.051140 Expected Total MS Cnt: 7.62245 Backgound Scale: 0.728152. ITERATION NUMBER 951. Current Log-Posterior: 436434 Step Size: 207345.6272 Smoothing Hyper-parameters: 0.040638 0.084348 0.051785 0.092029 0.068555 0.055812 0.048114 Expected Total MS Cnt: 2.21513 Backgound Scale: 0.724849. ITERATION NUMBER 952. Current Log-Posterior: 351464 Step Size: -84970.27353 Smoothing Hyper-parameters: 0.059797 0.084221 0.073063 0.033555 0.076880 0.099960 0.034945 Expected Total MS Cnt: 1.45519 Backgound Scale: 0.742492. ITERATION NUMBER 953. Current Log-Posterior: 263700 Step Size: -87764.39459 Smoothing Hyper-parameters: 0.111318 0.032018 0.098332 0.044488 0.078472 0.072155 0.035039 Expected Total MS Cnt: 0.613165 Backgound Scale: 0.735966. ITERATION NUMBER 954. Current Log-Posterior: 216641 Step Size: -47058.84924 Smoothing Hyper-parameters: 0.053815 0.042115 0.089285 0.060864 0.115092 0.065506 0.118626 Expected Total MS Cnt: 0.122014 Backgound Scale: 0.734348. ITERATION NUMBER 955. Current Log-Posterior: 311725 Step Size: 95083.98572 Smoothing Hyper-parameters: 0.125704 0.117522 0.110976 0.130673 0.152482 0.087219 0.124293 Expected Total MS Cnt: 0.0246209 Backgound Scale: 0.730714. ITERATION NUMBER 956. Current Log-Posterior: 134988 Step Size: -176736.3785 Smoothing Hyper-parameters: 0.070925 0.083704 0.078578 0.064229 0.006524 0.020190 0.039810 Expected Total MS Cnt: 1.54186 Backgound Scale: 0.717504. ITERATION NUMBER 957. Current Log-Posterior: 229487 Step Size: 94498.37473 Smoothing Hyper-parameters: 0.069623 0.113841 0.071646 0.076187 0.089821 0.017482 0.071447 Expected Total MS Cnt: 3.74806 Backgound Scale: 0.734505. ITERATION NUMBER 958. Current Log-Posterior: 219832 Step Size: -9655.139698 Smoothing Hyper-parameters: 0.020944 0.102030 0.037472 0.110182 0.028901 0.033939 0.107066 Expected Total MS Cnt: 2.32229 Backgound Scale: 0.729389. ITERATION NUMBER 959. Current Log-Posterior: 639542 Step Size: 419709.8426 Smoothing Hyper-parameters: 0.078009 0.059957 0.056186 0.073590 0.072625 0.043037 0.044647 Expected Total MS Cnt: 1.58631 Backgound Scale: 0.751371. ITERATION NUMBER 960. Current Log-Posterior: 226616 Step Size: -412925.6308 Smoothing Hyper-parameters: 0.076258 0.080879 0.024655 0.028008 0.010588 0.067831 0.090811 Expected Total MS Cnt: 0.223479 Backgound Scale: 0.732125. ITERATION NUMBER 961. Current Log-Posterior: 241688 Step Size: 15072.18803 Smoothing Hyper-parameters: 0.098112 0.051313 0.040979 0.036362 0.066429 0.077758 0.085638 Expected Total MS Cnt: 0.496277 Backgound Scale: 0.732642. ITERATION NUMBER 962. Current Log-Posterior: 209697 Step Size: -31991.24422 Smoothing Hyper-parameters: 0.032530 0.088387 0.095922 0.064100 0.062429 0.053335 0.126321 Expected Total MS Cnt: 0.825816 Backgound Scale: 0.744015. ITERATION NUMBER 963. Current Log-Posterior: 423554 Step Size: 213857.2384 Smoothing Hyper-parameters: 0.046999 0.058420 0.156750 0.077373 0.012793 0.093072 0.125752 Expected Total MS Cnt: 0.851186 Backgound Scale: 0.736369. ITERATION NUMBER 964. Current Log-Posterior: 329296 Step Size: -94258.09188 Smoothing Hyper-parameters: 0.057326 0.008086 0.049092 0.072339 0.063541 0.046719 0.117342 Expected Total MS Cnt: 0.234762 Backgound Scale: 0.71843. ITERATION NUMBER 965. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.125675 0.056741 0.095080 0.045140 0.030937 0.030358 0.134271 Expected Total MS Cnt: 2.09534 Backgound Scale: 0.731638. ITERATION NUMBER 966. Current Log-Posterior: 168333 Step Size: -inf Smoothing Hyper-parameters: 0.058716 0.056887 0.167037 0.116599 0.112699 0.037438 0.104149 Expected Total MS Cnt: 0.268061 Backgound Scale: 0.726772. ITERATION NUMBER 967. Current Log-Posterior: 270974 Step Size: 102641.857 Smoothing Hyper-parameters: 0.045741 0.092326 0.116048 0.045949 0.085191 0.095935 0.073648 Expected Total MS Cnt: 0.161196 Backgound Scale: 0.730913. ITERATION NUMBER 968. Current Log-Posterior: 312035 Step Size: 41060.88832 Smoothing Hyper-parameters: 0.071301 0.013457 0.105762 0.072582 0.089176 0.087632 0.159759 Expected Total MS Cnt: 0.338523 Backgound Scale: 0.732769. ITERATION NUMBER 969. Current Log-Posterior: 409704 Step Size: 97668.28862 Smoothing Hyper-parameters: 0.047787 0.042151 0.034087 0.079661 0.020693 0.046128 0.108084 Expected Total MS Cnt: 2.54236 Backgound Scale: 0.729318. ITERATION NUMBER 970. Current Log-Posterior: 352005 Step Size: -57698.78445 Smoothing Hyper-parameters: 0.095624 0.071772 0.117640 0.089700 0.102504 0.035189 0.039653 Expected Total MS Cnt: 0.282739 Backgound Scale: 0.720226. ITERATION NUMBER 971. Current Log-Posterior: 181267 Step Size: -170737.9664 Smoothing Hyper-parameters: 0.011742 0.091383 0.076134 0.111836 0.040484 0.032562 0.092271 Expected Total MS Cnt: 1.94784 Backgound Scale: 0.735109. ITERATION NUMBER 972. Current Log-Posterior: 1.09402e+06 Step Size: 912754.6857 Smoothing Hyper-parameters: 0.055034 0.057488 0.107712 0.006141 0.116248 0.060471 0.054940 Expected Total MS Cnt: 0.225202 Backgound Scale: 0.731038. ITERATION NUMBER 973. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.061966 0.069807 0.089422 0.067565 0.060208 0.100772 0.111935 Expected Total MS Cnt: 0.163827 Backgound Scale: 0.725344. ITERATION NUMBER 974. Current Log-Posterior: 253608 Step Size: -inf Smoothing Hyper-parameters: 0.086874 0.081333 0.142226 0.040816 0.014477 0.073513 0.134542 Expected Total MS Cnt: 0.541702 Backgound Scale: 0.728216. ITERATION NUMBER 975. Current Log-Posterior: 194212 Step Size: -59395.51596 Smoothing Hyper-parameters: 0.111511 0.083897 0.097917 0.019749 0.059761 0.018622 0.025606 Expected Total MS Cnt: 0.833447 Backgound Scale: 0.725357. ITERATION NUMBER 976. Current Log-Posterior: 169726 Step Size: -24485.80701 Smoothing Hyper-parameters: 0.065671 0.071692 0.048770 0.107080 0.085220 0.067878 0.072736 Expected Total MS Cnt: 1.83504 Backgound Scale: 0.730489. ITERATION NUMBER 977. Current Log-Posterior: 246122 Step Size: 76395.77473 Smoothing Hyper-parameters: 0.063713 0.029788 0.086651 0.027732 0.082004 0.159127 0.041172 Expected Total MS Cnt: 1.91096 Backgound Scale: 0.730537. ITERATION NUMBER 978. Current Log-Posterior: 316361 Step Size: 70238.69532 Smoothing Hyper-parameters: 0.099288 0.069300 0.051197 0.049849 0.035925 0.083948 0.075212 Expected Total MS Cnt: 0.651679 Backgound Scale: 0.727741. ITERATION NUMBER 979. Current Log-Posterior: 189777 Step Size: -126584.0679 Smoothing Hyper-parameters: 0.060411 0.054183 0.079461 0.099852 0.030991 0.085803 0.014594 Expected Total MS Cnt: 0.311331 Backgound Scale: 0.731343. ITERATION NUMBER 980. Current Log-Posterior: 274156 Step Size: 84379.73293 Smoothing Hyper-parameters: 0.055892 0.072385 0.058837 0.095229 0.014564 0.067922 0.134537 Expected Total MS Cnt: 0.0219069 Backgound Scale: 0.730957. ITERATION NUMBER 981. Current Log-Posterior: 279052 Step Size: 4895.755953 Smoothing Hyper-parameters: 0.093618 0.080994 0.097120 0.105813 0.079157 0.090791 0.027925 Expected Total MS Cnt: 3.14266 Backgound Scale: 0.727343. ITERATION NUMBER 982. Current Log-Posterior: 183009 Step Size: -96042.66161 Smoothing Hyper-parameters: 0.058030 0.058610 0.054221 0.106225 0.039918 0.090970 0.032809 Expected Total MS Cnt: 1.82953 Backgound Scale: 0.727967. ITERATION NUMBER 983. Current Log-Posterior: 279215 Step Size: 96205.398 Smoothing Hyper-parameters: 0.039618 0.093242 0.030964 0.051774 0.012377 0.071754 0.058808 Expected Total MS Cnt: 0.474984 Backgound Scale: 0.729662. ITERATION NUMBER 984. Current Log-Posterior: 377574 Step Size: 98359.45959 Smoothing Hyper-parameters: 0.033075 0.105695 0.029154 0.038450 0.075862 0.079108 0.042769 Expected Total MS Cnt: 1.72417 Backgound Scale: 0.723931. ITERATION NUMBER 985. Current Log-Posterior: 433252 Step Size: 55678.17711 Smoothing Hyper-parameters: 0.070704 0.081249 0.099438 0.084489 0.069058 0.081873 0.069809 Expected Total MS Cnt: 0.449599 Backgound Scale: 0.731953. ITERATION NUMBER 986. Current Log-Posterior: 221171 Step Size: -212081.4337 Smoothing Hyper-parameters: 0.080508 0.111447 0.003564 0.069274 0.045599 0.121669 0.044562 Expected Total MS Cnt: 1.00833 Backgound Scale: 0.731498. ITERATION NUMBER 987. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.178013 0.055982 0.089599 0.085488 0.110262 0.095387 0.074967 Expected Total MS Cnt: 2.34983 Backgound Scale: 0.732819. ITERATION NUMBER 988. Current Log-Posterior: 137319 Step Size: -inf Smoothing Hyper-parameters: 0.101049 0.041812 0.028651 0.089608 0.032308 0.037044 0.060974 Expected Total MS Cnt: 1.19196 Backgound Scale: 0.72533. ITERATION NUMBER 989. Current Log-Posterior: 224408 Step Size: 87089.1457 Smoothing Hyper-parameters: 0.126854 0.112739 0.069868 0.080709 0.104574 0.053773 0.084827 Expected Total MS Cnt: 1.43012 Backgound Scale: 0.727657. ITERATION NUMBER 990. Current Log-Posterior: 137723 Step Size: -86685.19153 Smoothing Hyper-parameters: 0.048998 0.020436 0.022871 0.026118 0.060588 0.051218 0.043230 Expected Total MS Cnt: 1.58595 Backgound Scale: 0.733065. ITERATION NUMBER 991. Current Log-Posterior: 436203 Step Size: 298480.046 Smoothing Hyper-parameters: 0.018769 0.084664 0.075576 0.049135 0.042866 0.109727 0.001153 Expected Total MS Cnt: 0.111945 Backgound Scale: 0.734653. ITERATION NUMBER 992. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.075159 0.061622 0.094852 0.056066 0.046159 0.113326 0.074737 Expected Total MS Cnt: 1.53732 Backgound Scale: 0.734357. ITERATION NUMBER 993. Current Log-Posterior: 224061 Step Size: -inf Smoothing Hyper-parameters: 0.078218 0.073960 0.086084 0.049542 0.090138 0.116823 0.101262 Expected Total MS Cnt: 0.138713 Backgound Scale: 0.723994. ITERATION NUMBER 994. Current Log-Posterior: 210631 Step Size: -13429.4641 Smoothing Hyper-parameters: 0.106323 0.042901 0.004085 0.025287 0.076777 0.068716 0.096260 Expected Total MS Cnt: 0.863101 Backgound Scale: 0.737984. ITERATION NUMBER 995. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.121233 0.124736 0.063128 0.107688 0.104776 0.100278 0.055155 Expected Total MS Cnt: 0.241514 Backgound Scale: 0.725425. ITERATION NUMBER 996. Current Log-Posterior: 143614 Step Size: -inf Smoothing Hyper-parameters: 0.045060 0.041832 0.086315 0.100171 0.110134 0.059632 0.107731 Expected Total MS Cnt: 1.70682 Backgound Scale: 0.732706. ITERATION NUMBER 997. Current Log-Posterior: 359147 Step Size: 215533.4006 Smoothing Hyper-parameters: 0.029760 0.045466 0.116230 0.041725 0.091939 0.094374 0.063641 Expected Total MS Cnt: 3.94123 Backgound Scale: 0.735356. ITERATION NUMBER 998. Current Log-Posterior: 495373 Step Size: 136225.5595 Smoothing Hyper-parameters: 0.136985 0.118280 0.034643 0.078881 0.058350 0.083636 0.083656 Expected Total MS Cnt: 8.6526 Backgound Scale: 0.723648. ITERATION NUMBER 999. Current Log-Posterior: 144329 Step Size: -351043.5701 Smoothing Hyper-parameters: 0.084187 0.142402 0.084844 0.114204 0.051203 0.077085 0.070375 Expected Total MS Cnt: 3.75657 Backgound Scale: 0.731039. ITERATION NUMBER 1000. Current Log-Posterior: 179521 Step Size: 35192.27063 Smoothing Hyper-parameters: 0.051006 0.077394 0.124104 0.071525 0.115677 0.094740 0.057806 Expected Total MS Cnt: 2.43828 Backgound Scale: 0.736115. > movie(mcmc.sample)