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 ../Nu2Sum73PoisDatonPaddedIntTime539.X.060529.txt cnt.txt cp ../ModelDataPaddedIntTime539.0.060529.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.log echo "Using starting src of:" >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.log cat src.txt >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.log echo "Using PSF of:" >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.log cat psf.txt >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.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_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.output.txt ### mv dump.txt do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.dump.txt ### cp Rplots.ps do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825a.plotmean.ps Using starting src of: 1.e-4 Using PSF of: 1 R : Copyright 2006, The R Foundation for Statistical Computing Version 2.3.1 (2006-06-01) ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ## > ##### Wrapper functions for C functions > ## > dyn.load( "bayes-image-analysis-060818.1.so" ) > > img <<- function(){ + .C("bayes_image_analysis", + map=double(1)) + } > > run <- function(){ + img() + mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) + mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) + mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) + image(mcmc.lgmean, main = " Posterior Mean, Log Scale") + } > > movie <- function(x = mcmc.sample){ + m <- length(x[1,1,]) + k <- 0 + for(i in 1:m){ + image(log(x[,,i]), main="logscale movie") + for(j in 1:100000) k<- k+1 + } + } > > # Now just type: > run() Code will run in posterior sampling mode. A scale parameter will be fit to the bkg model. The total number of Gibbs draws is 1000, every 10th draws will be saved. The model will be fit using the Multi Scale Prior. The data matrix is 128 by 128. The data file should contain a 2^7 by 2^7 matrix of counts. Starting Values for the smoothing parameter (alpha): Aggregation Level: 0, alpha: 3 (Full Data) Aggregation Level: 1, alpha: 4 Aggregation Level: 2, alpha: 5 Aggregation Level: 3, alpha: 6 Aggregation Level: 4, alpha: 7 Aggregation Level: 5, alpha: 8 Aggregation Level: 6, alpha: 10 (In the 2x2 table) The prior distribution on the total count from the multiscape component is Gamma(1.000000, 0.050000). The hyper-prior smoothing parameter (kappa 2) is 100. ITERATION NUMBER 1. Current Log-Posterior: -59958.8 Smoothing Hyper-parameters: 0.177022 0.039324 0.162101 0.194002 0.087523 0.205585 0.201527 Expected Total MS Cnt: 2.02621 Backgound Scale: 1.00748. ITERATION NUMBER 2. Current Log-Posterior: 156947 Step Size: 216905.854 Smoothing Hyper-parameters: 0.179433 0.183137 0.248397 0.084464 0.041294 0.044256 0.132758 Expected Total MS Cnt: 1.73163 Backgound Scale: 1.03414. ITERATION NUMBER 3. Current Log-Posterior: 96016.3 Step Size: -60930.66346 Smoothing Hyper-parameters: 0.112414 0.101507 0.043849 0.105384 0.268573 0.111015 0.199433 Expected Total MS Cnt: 0.122008 Backgound Scale: 1.02023. ITERATION NUMBER 4. Current Log-Posterior: 158950 Step Size: 62933.71763 Smoothing Hyper-parameters: 0.149114 0.236074 0.086372 0.133007 0.281806 0.189619 0.020287 Expected Total MS Cnt: 0.654597 Backgound Scale: 1.02059. ITERATION NUMBER 5. Current Log-Posterior: 110397 Step Size: -48552.89298 Smoothing Hyper-parameters: 0.155180 0.277233 0.232890 0.159391 0.099754 0.164957 0.163560 Expected Total MS Cnt: 0.757718 Backgound Scale: 1.0387. ITERATION NUMBER 6. Current Log-Posterior: 98992.8 Step Size: -11404.36203 Smoothing Hyper-parameters: 0.204989 0.121331 0.185932 0.114326 0.007818 0.140071 0.088299 Expected Total MS Cnt: 0.399809 Backgound Scale: 1.03615. ITERATION NUMBER 7. Current Log-Posterior: 101467 Step Size: 2474.19619 Smoothing Hyper-parameters: 0.240471 0.083874 0.133501 0.185817 0.214825 0.117797 0.208020 Expected Total MS Cnt: 0.0641401 Backgound Scale: 1.02237. ITERATION NUMBER 8. Current Log-Posterior: 98488.6 Step Size: -2978.392085 Smoothing Hyper-parameters: 0.158832 0.172978 0.124721 0.217521 0.251088 0.124549 0.131872 Expected Total MS Cnt: 1.09182 Backgound Scale: 1.0275. ITERATION NUMBER 9. Current Log-Posterior: 105796 Step Size: 7307.298866 Smoothing Hyper-parameters: 0.069896 0.100890 0.076399 0.105851 0.119829 0.233231 0.219663 Expected Total MS Cnt: 0.139572 Backgound Scale: 1.03437. ITERATION NUMBER 10. Current Log-Posterior: 216904 Step Size: 111107.8705 Smoothing Hyper-parameters: 0.091870 0.086745 0.107045 0.115687 0.238642 0.208638 0.106322 Expected Total MS Cnt: 5.17399 Backgound Scale: 1.0358. ITERATION NUMBER 11. Current Log-Posterior: 177486 Step Size: -39418.27661 Smoothing Hyper-parameters: 0.250141 0.020365 0.103766 0.119515 0.141580 0.132349 0.220981 Expected Total MS Cnt: 1.30324 Backgound Scale: 1.03132. ITERATION NUMBER 12. Current Log-Posterior: 213595 Step Size: 36109.34014 Smoothing Hyper-parameters: 0.205223 0.160899 0.215108 0.071072 0.079015 0.047006 0.272634 Expected Total MS Cnt: 0.60813 Backgound Scale: 1.03953. ITERATION NUMBER 13. Current Log-Posterior: 90581.2 Step Size: -123013.6209 Smoothing Hyper-parameters: 0.089452 0.075979 0.058456 0.152125 0.075048 0.008924 0.094341 Expected Total MS Cnt: 4.80085 Backgound Scale: 1.03334. ITERATION NUMBER 14. Current Log-Posterior: 195516 Step Size: 104934.6285 Smoothing Hyper-parameters: 0.188568 0.355923 0.145770 0.171327 0.095247 0.152522 0.139995 Expected Total MS Cnt: 2.5159 Backgound Scale: 1.0295. ITERATION NUMBER 15. Current Log-Posterior: 84432.3 Step Size: -111083.5244 Smoothing Hyper-parameters: 0.199978 0.161353 0.165490 0.116605 0.108504 0.100978 0.075829 Expected Total MS Cnt: 5.20327 Backgound Scale: 1.02356. ITERATION NUMBER 16. Current Log-Posterior: 90881.3 Step Size: 6448.921866 Smoothing Hyper-parameters: 0.335571 0.204326 0.154443 0.254418 0.227886 0.245711 0.159626 Expected Total MS Cnt: 2.06638 Backgound Scale: 1.04525. ITERATION NUMBER 17. Current Log-Posterior: 62478.3 Step Size: -28402.99375 Smoothing Hyper-parameters: 0.073415 0.122058 0.155550 0.074090 0.245825 0.226209 0.203222 Expected Total MS Cnt: 8.68168 Backgound Scale: 1.03225. ITERATION NUMBER 18. Current Log-Posterior: 201942 Step Size: 139463.4212 Smoothing Hyper-parameters: 0.150423 0.099817 0.121483 0.069199 0.169250 0.226209 0.163998 Expected Total MS Cnt: 8.00351 Backgound Scale: 1.03609. ITERATION NUMBER 19. Current Log-Posterior: 124525 Step Size: -77416.29133 Smoothing Hyper-parameters: 0.147758 0.101892 0.243377 0.020519 0.083831 0.169071 0.203534 Expected Total MS Cnt: 4.48534 Backgound Scale: 1.02225. ITERATION NUMBER 20. Current Log-Posterior: 130726 Step Size: 6200.127108 Smoothing Hyper-parameters: 0.147031 0.234166 0.080415 0.153916 0.192940 0.136593 0.046003 Expected Total MS Cnt: 6.96977 Backgound Scale: 1.0328. ITERATION NUMBER 21. Current Log-Posterior: 113083 Step Size: -17642.65678 Smoothing Hyper-parameters: 0.225806 0.195458 0.213528 0.268519 0.222984 0.177511 0.047161 Expected Total MS Cnt: 2.88631 Backgound Scale: 1.01747. ITERATION NUMBER 22. Current Log-Posterior: 79123.5 Step Size: -33959.35805 Smoothing Hyper-parameters: 0.181904 0.094573 0.303082 0.189537 0.113789 0.287606 0.172979 Expected Total MS Cnt: 7.10448 Backgound Scale: 1.03168. ITERATION NUMBER 23. Current Log-Posterior: 107982 Step Size: 28858.66012 Smoothing Hyper-parameters: 0.125799 0.172764 0.181684 0.088918 0.130020 0.157610 0.099338 Expected Total MS Cnt: 10.4714 Backgound Scale: 1.03073. ITERATION NUMBER 24. Current Log-Posterior: 125494 Step Size: 17511.40022 Smoothing Hyper-parameters: 0.020435 0.113842 0.116649 0.118231 0.247438 0.164718 0.229711 Expected Total MS Cnt: 9.81515 Backgound Scale: 1.03095. ITERATION NUMBER 25. Current Log-Posterior: 630242 Step Size: 504748.784 Smoothing Hyper-parameters: 0.124664 0.270092 0.247702 0.099536 0.291772 0.164718 0.243289 Expected Total MS Cnt: 10.5773 Backgound Scale: 1.04434. ITERATION NUMBER 26. Current Log-Posterior: 118119 Step Size: -512123.7598 Smoothing Hyper-parameters: 0.162307 0.160746 0.047842 0.128217 0.305278 0.208925 0.223037 Expected Total MS Cnt: 8.71749 Backgound Scale: 1.02398. ITERATION NUMBER 27. Current Log-Posterior: 115658 Step Size: -2460.951535 Smoothing Hyper-parameters: 0.139066 0.283112 0.198187 0.158764 0.015301 0.279779 0.211122 Expected Total MS Cnt: 4.85721 Backgound Scale: 1.0319. ITERATION NUMBER 28. Current Log-Posterior: 110648 Step Size: -5009.856029 Smoothing Hyper-parameters: 0.267039 0.158514 0.043196 0.109287 0.207132 0.228369 0.147506 Expected Total MS Cnt: 5.25096 Backgound Scale: 1.02757. ITERATION NUMBER 29. Current Log-Posterior: 89442.3 Step Size: -21205.45066 Smoothing Hyper-parameters: 0.283099 0.181184 0.234215 0.195881 0.178891 0.218539 0.217746 Expected Total MS Cnt: 5.90962 Backgound Scale: 1.02883. ITERATION NUMBER 30. Current Log-Posterior: 69684.7 Step Size: -19757.58995 Smoothing Hyper-parameters: 0.189582 0.140921 0.291411 0.198453 0.224985 0.145736 0.076397 Expected Total MS Cnt: 8.01016 Backgound Scale: 1.0611. ITERATION NUMBER 31. Current Log-Posterior: 94199.1 Step Size: 24514.31712 Smoothing Hyper-parameters: 0.064829 0.147427 0.175009 0.166132 0.170053 0.193183 0.194838 Expected Total MS Cnt: 8.24138 Backgound Scale: 1.03394. ITERATION NUMBER 32. Current Log-Posterior: 214460 Step Size: 120261.3485 Smoothing Hyper-parameters: 0.183486 0.083421 0.175009 0.200371 0.259825 0.033604 0.267601 Expected Total MS Cnt: 7.65985 Backgound Scale: 1.02626. ITERATION NUMBER 33. Current Log-Posterior: 112973 Step Size: -101487.0093 Smoothing Hyper-parameters: 0.183505 0.168291 0.176503 0.087008 0.075553 0.122201 0.185604 Expected Total MS Cnt: 7.43339 Backgound Scale: 1.02515. ITERATION NUMBER 34. Current Log-Posterior: 95880.3 Step Size: -17093.08574 Smoothing Hyper-parameters: 0.176742 0.067398 0.139098 0.159425 0.171598 0.060873 0.179167 Expected Total MS Cnt: 7.60918 Backgound Scale: 1.0294. ITERATION NUMBER 35. Current Log-Posterior: 124944 Step Size: 29064.04134 Smoothing Hyper-parameters: 0.028757 0.203711 0.123154 0.122538 0.156369 0.244471 0.138725 Expected Total MS Cnt: 16.613 Backgound Scale: 1.01815. ITERATION NUMBER 36. Current Log-Posterior: 440495 Step Size: 315550.9301 Smoothing Hyper-parameters: 0.167301 0.101979 0.266527 0.171252 0.281984 0.265920 0.189283 Expected Total MS Cnt: 11.8834 Backgound Scale: 1.02077. ITERATION NUMBER 37. Current Log-Posterior: 111209 Step Size: -329285.8257 Smoothing Hyper-parameters: 0.235366 0.195637 0.058817 0.046586 0.161738 0.107873 0.097312 Expected Total MS Cnt: 20.0691 Backgound Scale: 1.02235. ITERATION NUMBER 38. Current Log-Posterior: 90002.2 Step Size: -21207.27433 Smoothing Hyper-parameters: 0.109606 0.076228 0.115253 0.143770 0.163498 0.185362 0.221898 Expected Total MS Cnt: 18.7807 Backgound Scale: 1.03052. ITERATION NUMBER 39. Current Log-Posterior: 161552 Step Size: 71549.98293 Smoothing Hyper-parameters: 0.118635 0.249159 0.087773 0.202557 0.154422 0.277586 0.175732 Expected Total MS Cnt: 20.702 Backgound Scale: 1.02607. ITERATION NUMBER 40. Current Log-Posterior: 130561 Step Size: -30991.62374 Smoothing Hyper-parameters: 0.024217 0.116040 0.230630 0.045882 0.203580 0.328600 0.061032 Expected Total MS Cnt: 8.11087 Backgound Scale: 1.01889. ITERATION NUMBER 41. Current Log-Posterior: 541197 Step Size: 410636.8869 Smoothing Hyper-parameters: 0.114154 0.164439 0.129613 0.190909 0.076813 0.072161 0.230333 Expected Total MS Cnt: 11.4616 Backgound Scale: 1.03647. ITERATION NUMBER 42. Current Log-Posterior: 135146 Step Size: -406051.356 Smoothing Hyper-parameters: 0.059339 0.261034 0.232679 0.077452 0.077847 0.139863 0.053197 Expected Total MS Cnt: 14.3819 Backgound Scale: 1.03403. ITERATION NUMBER 43. Current Log-Posterior: 225998 Step Size: 90851.64587 Smoothing Hyper-parameters: 0.162995 0.142194 0.119501 0.060014 0.167609 0.235063 0.052521 Expected Total MS Cnt: 10.9402 Backgound Scale: 1.01924. ITERATION NUMBER 44. Current Log-Posterior: 110300 Step Size: -115698.0782 Smoothing Hyper-parameters: 0.328044 0.137130 0.185057 0.078937 0.069149 0.207943 0.249383 Expected Total MS Cnt: 13.6141 Backgound Scale: 1.03038. ITERATION NUMBER 45. Current Log-Posterior: 71682.3 Step Size: -38617.34227 Smoothing Hyper-parameters: 0.105192 0.117573 0.120759 0.069861 0.146667 0.163174 0.366048 Expected Total MS Cnt: 10.5634 Backgound Scale: 1.02977. ITERATION NUMBER 46. Current Log-Posterior: 154531 Step Size: 82848.89761 Smoothing Hyper-parameters: 0.019055 0.124977 0.172323 0.174932 0.118147 0.186001 0.089331 Expected Total MS Cnt: 24.7063 Backgound Scale: 1.02053. ITERATION NUMBER 47. Current Log-Posterior: 676566 Step Size: 522034.6346 Smoothing Hyper-parameters: 0.136149 0.135560 0.158162 0.122950 0.224405 0.140785 0.074240 Expected Total MS Cnt: 23.1774 Backgound Scale: 1.01482. ITERATION NUMBER 48. Current Log-Posterior: 121788 Step Size: -554777.7157 Smoothing Hyper-parameters: 0.219624 0.159175 0.209213 0.178550 0.318158 0.225627 0.160820 Expected Total MS Cnt: 22.5114 Backgound Scale: 1.0226. ITERATION NUMBER 49. Current Log-Posterior: 84068.4 Step Size: -37719.74723 Smoothing Hyper-parameters: 0.248157 0.189918 0.056721 0.207190 0.262809 0.182377 0.170405 Expected Total MS Cnt: 26.6317 Backgound Scale: 1.03541. ITERATION NUMBER 50. Current Log-Posterior: 85354.2 Step Size: 1285.839048 Smoothing Hyper-parameters: 0.123966 0.250320 0.036125 0.110109 0.097323 0.214918 0.156916 Expected Total MS Cnt: 23.3402 Backgound Scale: 1.0399. ITERATION NUMBER 51. Current Log-Posterior: 140146 Step Size: 54791.56141 Smoothing Hyper-parameters: 0.201113 0.215648 0.151188 0.264582 0.158669 0.187990 0.113292 Expected Total MS Cnt: 34.8837 Backgound Scale: 1.0361. ITERATION NUMBER 52. Current Log-Posterior: 85597.7 Step Size: -54548.08698 Smoothing Hyper-parameters: 0.070812 0.265073 0.147192 0.222279 0.169067 0.075611 0.239098 Expected Total MS Cnt: 37.1256 Backgound Scale: 1.01759. ITERATION NUMBER 53. Current Log-Posterior: 195604 Step Size: 110006.4267 Smoothing Hyper-parameters: 0.255938 0.132373 0.140263 0.098960 0.108180 0.267035 0.132853 Expected Total MS Cnt: 38.5483 Backgound Scale: 1.03241. ITERATION NUMBER 54. Current Log-Posterior: 83260.7 Step Size: -112343.3784 Smoothing Hyper-parameters: 0.059406 0.140163 0.066179 0.266421 0.275146 0.230766 0.206689 Expected Total MS Cnt: 44.3148 Backgound Scale: 1.02104. ITERATION NUMBER 55. Current Log-Posterior: 243031 Step Size: 159770.0193 Smoothing Hyper-parameters: 0.098025 0.171629 0.085043 0.206625 0.248913 0.119783 0.223912 Expected Total MS Cnt: 27.2673 Backgound Scale: 1.01744. ITERATION NUMBER 56. Current Log-Posterior: 155778 Step Size: -87252.61622 Smoothing Hyper-parameters: 0.259680 0.050635 0.166154 0.333416 0.216288 0.299073 0.322587 Expected Total MS Cnt: 26.144 Backgound Scale: 1.04066. ITERATION NUMBER 57. Current Log-Posterior: 114548 Step Size: -41230.60351 Smoothing Hyper-parameters: 0.277915 0.170395 0.197304 0.296679 0.254399 0.183926 0.244940 Expected Total MS Cnt: 28.2928 Backgound Scale: 1.02849. ITERATION NUMBER 58. Current Log-Posterior: 72167.2 Step Size: -42380.34102 Smoothing Hyper-parameters: 0.106049 0.017590 0.261866 0.186644 0.376621 0.162090 0.243841 Expected Total MS Cnt: 24.5811 Backgound Scale: 1.02974. ITERATION NUMBER 59. Current Log-Posterior: 294294 Step Size: 222127.0055 Smoothing Hyper-parameters: 0.084477 0.208190 0.230063 0.084482 0.265080 0.146748 0.172203 Expected Total MS Cnt: 18.4596 Backgound Scale: 1.03393. ITERATION NUMBER 60. Current Log-Posterior: 168439 Step Size: -125855.6025 Smoothing Hyper-parameters: 0.167184 0.286688 0.194068 0.106523 0.069592 0.215748 0.270781 Expected Total MS Cnt: 17.2653 Backgound Scale: 1.028. ITERATION NUMBER 61. Current Log-Posterior: 95015.2 Step Size: -73423.40443 Smoothing Hyper-parameters: 0.070235 0.106447 0.154685 0.283877 0.191497 0.275374 0.102890 Expected Total MS Cnt: 20.8391 Backgound Scale: 1.02533. ITERATION NUMBER 62. Current Log-Posterior: 209438 Step Size: 114422.9719 Smoothing Hyper-parameters: 0.175876 0.228757 0.214104 0.258328 0.310675 0.144471 0.159179 Expected Total MS Cnt: 15.6067 Backgound Scale: 1.02515. ITERATION NUMBER 63. Current Log-Posterior: 92851 Step Size: -116587.1218 Smoothing Hyper-parameters: 0.253557 0.190312 0.104361 0.125251 0.200307 0.160741 0.139045 Expected Total MS Cnt: 15.7223 Backgound Scale: 1.02798. ITERATION NUMBER 64. Current Log-Posterior: 78001 Step Size: -14850.0828 Smoothing Hyper-parameters: 0.155741 0.128651 0.159324 0.216950 0.125258 0.182345 0.146446 Expected Total MS Cnt: 17.6914 Backgound Scale: 1.02346. ITERATION NUMBER 65. Current Log-Posterior: 112275 Step Size: 34274.48123 Smoothing Hyper-parameters: 0.121266 0.142468 0.240956 0.116452 0.186186 0.203420 0.305775 Expected Total MS Cnt: 12.3694 Backgound Scale: 1.03593. ITERATION NUMBER 66. Current Log-Posterior: 129471 Step Size: 17195.07274 Smoothing Hyper-parameters: 0.062686 0.154737 0.200224 0.246370 0.132392 0.193485 0.215506 Expected Total MS Cnt: 17.482 Backgound Scale: 1.0407. ITERATION NUMBER 67. Current Log-Posterior: 222524 Step Size: 93053.2521 Smoothing Hyper-parameters: 0.153458 0.130057 0.116392 0.207188 0.208642 0.071205 0.167355 Expected Total MS Cnt: 27.2617 Backgound Scale: 1.02867. ITERATION NUMBER 68. Current Log-Posterior: 115873 Step Size: -106650.9515 Smoothing Hyper-parameters: 0.150790 0.102975 0.119832 0.080315 0.169120 0.175517 0.212808 Expected Total MS Cnt: 27.7686 Backgound Scale: 1.04715. ITERATION NUMBER 69. Current Log-Posterior: 123314 Step Size: 7440.989743 Smoothing Hyper-parameters: 0.111601 0.136742 0.225032 0.035338 0.114709 0.184850 0.137281 Expected Total MS Cnt: 25.87 Backgound Scale: 1.0246. ITERATION NUMBER 70. Current Log-Posterior: 144725 Step Size: 21410.89053 Smoothing Hyper-parameters: 0.089160 0.245789 0.146560 0.158980 0.170939 0.219668 0.192830 Expected Total MS Cnt: 29.7508 Backgound Scale: 1.03442. ITERATION NUMBER 71. Current Log-Posterior: 158011 Step Size: 13286.54707 Smoothing Hyper-parameters: 0.141340 0.102583 0.189158 0.240857 0.133409 0.281506 0.182734 Expected Total MS Cnt: 34.8095 Backgound Scale: 1.02274. ITERATION NUMBER 72. Current Log-Posterior: 125925 Step Size: -32085.82683 Smoothing Hyper-parameters: 0.196627 0.140763 0.225724 0.147583 0.100001 0.135919 0.275621 Expected Total MS Cnt: 34.1284 Backgound Scale: 1.04181. ITERATION NUMBER 73. Current Log-Posterior: 93897 Step Size: -32028.39099 Smoothing Hyper-parameters: 0.190572 0.099114 0.216560 0.168079 0.234977 0.300574 0.147557 Expected Total MS Cnt: 40.5978 Backgound Scale: 1.03227. ITERATION NUMBER 74. Current Log-Posterior: 103549 Step Size: 9652.274052 Smoothing Hyper-parameters: 0.251004 0.071591 0.086352 0.276503 0.376761 0.106474 0.329483 Expected Total MS Cnt: 31.4742 Backgound Scale: 1.03252. ITERATION NUMBER 75. Current Log-Posterior: 105524 Step Size: 1974.5362 Smoothing Hyper-parameters: 0.176594 0.182680 0.098630 0.155543 0.278776 0.257053 0.276862 Expected Total MS Cnt: 27.2702 Backgound Scale: 1.026. ITERATION NUMBER 76. Current Log-Posterior: 98970.9 Step Size: -6552.971613 Smoothing Hyper-parameters: 0.145849 0.056809 0.154287 0.097920 0.156392 0.213851 0.235851 Expected Total MS Cnt: 25.0765 Backgound Scale: 1.02643. ITERATION NUMBER 77. Current Log-Posterior: 148025 Step Size: 49054.16463 Smoothing Hyper-parameters: 0.139954 0.132017 0.129469 0.176851 0.153129 0.242186 0.231833 Expected Total MS Cnt: 19.1502 Backgound Scale: 1.03442. ITERATION NUMBER 78. Current Log-Posterior: 119886 Step Size: -28139.45992 Smoothing Hyper-parameters: 0.031733 0.243579 0.107110 0.162108 0.315452 0.210562 0.172456 Expected Total MS Cnt: 17.0553 Backgound Scale: 1.01627. ITERATION NUMBER 79. Current Log-Posterior: 410068 Step Size: 290182.0318 Smoothing Hyper-parameters: 0.172541 0.259112 0.162909 0.244718 0.313015 0.081411 0.178091 Expected Total MS Cnt: 18.0486 Backgound Scale: 1.02899. ITERATION NUMBER 80. Current Log-Posterior: 91837.6 Step Size: -318230.0196 Smoothing Hyper-parameters: 0.073094 0.360937 0.095909 0.261628 0.193746 0.134574 0.100726 Expected Total MS Cnt: 17.9897 Backgound Scale: 1.02965. ITERATION NUMBER 81. Current Log-Posterior: 191108 Step Size: 99270.20145 Smoothing Hyper-parameters: 0.142065 0.220844 0.259049 0.070588 0.185565 0.175216 0.240160 Expected Total MS Cnt: 31.6869 Backgound Scale: 1.02426. ITERATION NUMBER 82. Current Log-Posterior: 110825 Step Size: -80282.82367 Smoothing Hyper-parameters: 0.119623 0.290142 0.193667 0.250915 0.214341 0.299334 0.183865 Expected Total MS Cnt: 24.4337 Backgound Scale: 1.0209. ITERATION NUMBER 83. Current Log-Posterior: 121524 Step Size: 10698.55867 Smoothing Hyper-parameters: 0.119793 0.233914 0.135267 0.167810 0.279190 0.194991 0.259392 Expected Total MS Cnt: 24.207 Backgound Scale: 1.03822. ITERATION NUMBER 84. Current Log-Posterior: 125500 Step Size: 3976.084062 Smoothing Hyper-parameters: 0.256848 0.151367 0.198596 0.238181 0.079657 0.288163 0.238894 Expected Total MS Cnt: 32.0661 Backgound Scale: 1.01701. ITERATION NUMBER 85. Current Log-Posterior: 78158.4 Step Size: -47341.17496 Smoothing Hyper-parameters: 0.203575 0.258959 0.115495 0.155614 0.180343 0.173931 0.075902 Expected Total MS Cnt: 38.9035 Backgound Scale: 1.03668. ITERATION NUMBER 86. Current Log-Posterior: 84822.3 Step Size: 6663.90294 Smoothing Hyper-parameters: 0.218528 0.179018 0.135410 0.215330 0.155891 0.109457 0.237791 Expected Total MS Cnt: 34.7853 Backgound Scale: 1.02823. ITERATION NUMBER 87. Current Log-Posterior: 83921.1 Step Size: -901.2249211 Smoothing Hyper-parameters: 0.290343 0.229158 0.090845 0.163812 0.156154 0.233227 0.263332 Expected Total MS Cnt: 27.7035 Backgound Scale: 1.00648. ITERATION NUMBER 88. Current Log-Posterior: 70875.7 Step Size: -13045.36789 Smoothing Hyper-parameters: 0.393101 0.328354 0.210829 0.397740 0.317976 0.206301 0.237127 Expected Total MS Cnt: 24.5344 Backgound Scale: 1.02206. ITERATION NUMBER 89. Current Log-Posterior: 50042.2 Step Size: -20833.4882 Smoothing Hyper-parameters: 0.100203 0.135715 0.126846 0.217006 0.215015 0.258521 0.285702 Expected Total MS Cnt: 22.2033 Backgound Scale: 1.02128. ITERATION NUMBER 90. Current Log-Posterior: 152249 Step Size: 102207.2414 Smoothing Hyper-parameters: 0.186566 0.164964 0.149396 0.289767 0.306517 0.232513 0.203324 Expected Total MS Cnt: 22.0214 Backgound Scale: 1.02758. ITERATION NUMBER 91. Current Log-Posterior: 93944.8 Step Size: -58304.66575 Smoothing Hyper-parameters: 0.230431 0.144938 0.223270 0.105081 0.172544 0.280098 0.154694 Expected Total MS Cnt: 23.6528 Backgound Scale: 1.01592. ITERATION NUMBER 92. Current Log-Posterior: 85330.7 Step Size: -8614.147635 Smoothing Hyper-parameters: 0.139685 0.200874 0.079652 0.192953 0.131853 0.197306 0.141995 Expected Total MS Cnt: 12.6017 Backgound Scale: 1.0119. ITERATION NUMBER 93. Current Log-Posterior: 117244 Step Size: 31912.89394 Smoothing Hyper-parameters: 0.249000 0.189014 0.126494 0.141645 0.143787 0.122686 0.164437 Expected Total MS Cnt: 16.3475 Backgound Scale: 1.00732. ITERATION NUMBER 94. Current Log-Posterior: 77782.7 Step Size: -39460.8397 Smoothing Hyper-parameters: 0.264247 0.040003 0.220624 0.111205 0.149025 0.145716 0.187700 Expected Total MS Cnt: 9.03742 Backgound Scale: 1.03392. ITERATION NUMBER 95. Current Log-Posterior: 135043 Step Size: 57260.19759 Smoothing Hyper-parameters: 0.112292 0.192022 0.176349 0.106267 0.154101 0.128639 0.187754 Expected Total MS Cnt: 9.10853 Backgound Scale: 1.02659. ITERATION NUMBER 96. Current Log-Posterior: 134041 Step Size: -1002.235459 Smoothing Hyper-parameters: 0.222282 0.114593 0.119324 0.105215 0.275815 0.073046 0.243966 Expected Total MS Cnt: 5.25113 Backgound Scale: 1.03555. ITERATION NUMBER 97. Current Log-Posterior: 94432.6 Step Size: -39608.1294 Smoothing Hyper-parameters: 0.194658 0.269678 0.233873 0.093960 0.095512 0.270055 0.183064 Expected Total MS Cnt: 9.49044 Backgound Scale: 1.0303. ITERATION NUMBER 98. Current Log-Posterior: 85643.3 Step Size: -8789.282194 Smoothing Hyper-parameters: 0.064664 0.045501 0.118267 0.219392 0.210431 0.099889 0.192015 Expected Total MS Cnt: 16.869 Backgound Scale: 1.02612. ITERATION NUMBER 99. Current Log-Posterior: 263489 Step Size: 177845.6668 Smoothing Hyper-parameters: 0.153256 0.155826 0.137702 0.149609 0.180134 0.118728 0.061541 Expected Total MS Cnt: 10.8507 Backgound Scale: 1.03156. ITERATION NUMBER 100. Current Log-Posterior: 110148 Step Size: -153340.5129 Smoothing Hyper-parameters: 0.282309 0.143241 0.112383 0.173493 0.123001 0.109586 0.222034 Expected Total MS Cnt: 6.50927 Backgound Scale: 1.03123. ITERATION NUMBER 101. Current Log-Posterior: 77856.5 Step Size: -32291.97306 Smoothing Hyper-parameters: 0.222592 0.236682 0.043597 0.107339 0.179735 0.107693 0.308215 Expected Total MS Cnt: 8.86776 Backgound Scale: 1.02663. ITERATION NUMBER 102. Current Log-Posterior: 92881.5 Step Size: 15025.06728 Smoothing Hyper-parameters: 0.329037 0.271883 0.181900 0.029634 0.374098 0.139952 0.239271 Expected Total MS Cnt: 11.8537 Backgound Scale: 1.02829. ITERATION NUMBER 103. Current Log-Posterior: 65604.1 Step Size: -27277.37508 Smoothing Hyper-parameters: 0.071564 0.114277 0.049140 0.247049 0.165638 0.030181 0.111816 Expected Total MS Cnt: 11.533 Backgound Scale: 1.02793. ITERATION NUMBER 104. Current Log-Posterior: 215703 Step Size: 150098.8765 Smoothing Hyper-parameters: 0.239542 0.044018 0.260212 0.119494 0.204304 0.198689 0.058107 Expected Total MS Cnt: 18.6073 Backgound Scale: 1.0151. ITERATION NUMBER 105. Current Log-Posterior: 129420 Step Size: -86283.31289 Smoothing Hyper-parameters: 0.204528 0.144667 0.242325 0.183274 0.128208 0.129120 0.066915 Expected Total MS Cnt: 14.9601 Backgound Scale: 1.03777. ITERATION NUMBER 106. Current Log-Posterior: 89428.2 Step Size: -39991.47035 Smoothing Hyper-parameters: 0.197921 0.119964 0.179378 0.215284 0.094846 0.286090 0.078483 Expected Total MS Cnt: 19.1766 Backgound Scale: 1.02471. ITERATION NUMBER 107. Current Log-Posterior: 97074.1 Step Size: 7645.840655 Smoothing Hyper-parameters: 0.155143 0.084470 0.092288 0.097444 0.130519 0.246786 0.123766 Expected Total MS Cnt: 23.72 Backgound Scale: 1.03305. ITERATION NUMBER 108. Current Log-Posterior: 128446 Step Size: 31372.27518 Smoothing Hyper-parameters: 0.088200 0.228738 0.156337 0.097444 0.305727 0.245913 0.154969 Expected Total MS Cnt: 18.6831 Backgound Scale: 1.03085. ITERATION NUMBER 109. Current Log-Posterior: 162180 Step Size: 33733.53993 Smoothing Hyper-parameters: 0.057608 0.227147 0.296122 0.096140 0.160213 0.145529 0.123882 Expected Total MS Cnt: 20.8011 Backgound Scale: 1.0392. ITERATION NUMBER 110. Current Log-Posterior: 230254 Step Size: 68073.67668 Smoothing Hyper-parameters: 0.066554 0.188508 0.277605 0.276914 0.146721 0.268500 0.113039 Expected Total MS Cnt: 21.875 Backgound Scale: 1.04147. ITERATION NUMBER 111. Current Log-Posterior: 206961 Step Size: -23292.74266 Smoothing Hyper-parameters: 0.150252 0.121780 0.207344 0.238985 0.069473 0.175410 0.161394 Expected Total MS Cnt: 30.0447 Backgound Scale: 1.01051. ITERATION NUMBER 112. Current Log-Posterior: 115594 Step Size: -91367.31496 Smoothing Hyper-parameters: 0.047381 0.119107 0.161168 0.266459 0.162416 0.162650 0.250233 Expected Total MS Cnt: 20.7359 Backgound Scale: 1.04358. ITERATION NUMBER 113. Current Log-Posterior: 291357 Step Size: 175763.7834 Smoothing Hyper-parameters: 0.050772 0.207702 0.145255 0.266459 0.223455 0.107029 0.171737 Expected Total MS Cnt: 19.1255 Backgound Scale: 1.02617. ITERATION NUMBER 114. Current Log-Posterior: 261540 Step Size: -29816.82312 Smoothing Hyper-parameters: 0.151961 0.058475 0.257445 0.177328 0.341161 0.156593 0.174916 Expected Total MS Cnt: 14.3026 Backgound Scale: 1.02874. ITERATION NUMBER 115. Current Log-Posterior: 140253 Step Size: -121287.1501 Smoothing Hyper-parameters: 0.090175 0.097922 0.186420 0.209154 0.286104 0.151893 0.264162 Expected Total MS Cnt: 12.2345 Backgound Scale: 1.02838. ITERATION NUMBER 116. Current Log-Posterior: 173490 Step Size: 33236.30577 Smoothing Hyper-parameters: 0.138173 0.123535 0.128747 0.089907 0.254552 0.149413 0.329055 Expected Total MS Cnt: 13.7488 Backgound Scale: 1.02256. ITERATION NUMBER 117. Current Log-Posterior: 124351 Step Size: -49138.26013 Smoothing Hyper-parameters: 0.056456 0.242905 0.126275 0.177936 0.227951 0.224155 0.198207 Expected Total MS Cnt: 20.2166 Backgound Scale: 1.01977. ITERATION NUMBER 118. Current Log-Posterior: 242489 Step Size: 118137.7724 Smoothing Hyper-parameters: 0.184035 0.270874 0.181030 0.153038 0.326811 0.270640 0.227511 Expected Total MS Cnt: 18.1243 Backgound Scale: 1.02125. ITERATION NUMBER 119. Current Log-Posterior: 87758 Step Size: -154731.1579 Smoothing Hyper-parameters: 0.035021 0.177378 0.155975 0.132341 0.215273 0.348247 0.305728 Expected Total MS Cnt: 21.3657 Backgound Scale: 1.02029. ITERATION NUMBER 120. Current Log-Posterior: 373190 Step Size: 285431.9144 Smoothing Hyper-parameters: 0.147760 0.195122 0.207071 0.245283 0.149532 0.238146 0.295560 Expected Total MS Cnt: 22.1304 Backgound Scale: 1.03452. ITERATION NUMBER 121. Current Log-Posterior: 107669 Step Size: -265520.6081 Smoothing Hyper-parameters: 0.184573 0.153145 0.169074 0.244993 0.243235 0.398312 0.173107 Expected Total MS Cnt: 23.9372 Backgound Scale: 1.03274. ITERATION NUMBER 122. Current Log-Posterior: 95946.5 Step Size: -11722.81326 Smoothing Hyper-parameters: 0.216328 0.154503 0.252404 0.138015 0.279651 0.261816 0.127783 Expected Total MS Cnt: 26.8438 Backgound Scale: 1.03398. ITERATION NUMBER 123. Current Log-Posterior: 85225.7 Step Size: -10720.81272 Smoothing Hyper-parameters: 0.101945 0.082336 0.363378 0.125178 0.091186 0.161475 0.239451 Expected Total MS Cnt: 18.8462 Backgound Scale: 1.03226. ITERATION NUMBER 124. Current Log-Posterior: 165955 Step Size: 80729.70429 Smoothing Hyper-parameters: 0.156731 0.099113 0.063437 0.259332 0.056939 0.191883 0.182485 Expected Total MS Cnt: 11.5939 Backgound Scale: 1.03911. ITERATION NUMBER 125. Current Log-Posterior: 126535 Step Size: -39420.18947 Smoothing Hyper-parameters: 0.058740 0.225751 0.231564 0.184995 0.132869 0.170855 0.184079 Expected Total MS Cnt: 11.8477 Backgound Scale: 1.0386. ITERATION NUMBER 126. Current Log-Posterior: 228734 Step Size: 102199.0926 Smoothing Hyper-parameters: 0.080569 0.085820 0.214054 0.217404 0.173451 0.072416 0.270535 Expected Total MS Cnt: 17.9596 Backgound Scale: 1.03545. ITERATION NUMBER 127. Current Log-Posterior: 192565 Step Size: -36169.05268 Smoothing Hyper-parameters: 0.174599 0.182483 0.218205 0.228046 0.223900 0.295596 0.211281 Expected Total MS Cnt: 15.5076 Backgound Scale: 1.04414. ITERATION NUMBER 128. Current Log-Posterior: 95517 Step Size: -97048.24525 Smoothing Hyper-parameters: 0.204113 0.117486 0.029328 0.182101 0.091503 0.139463 0.225889 Expected Total MS Cnt: 17.7855 Backgound Scale: 1.03263. ITERATION NUMBER 129. Current Log-Posterior: 118241 Step Size: 22724.08017 Smoothing Hyper-parameters: 0.132361 0.118839 0.186470 0.157950 0.133877 0.147464 0.164404 Expected Total MS Cnt: 16.7114 Backgound Scale: 1.04307. ITERATION NUMBER 130. Current Log-Posterior: 126167 Step Size: 7925.501025 Smoothing Hyper-parameters: 0.182981 0.071615 0.111412 0.159560 0.129978 0.298142 0.161557 Expected Total MS Cnt: 19.466 Backgound Scale: 1.03475. ITERATION NUMBER 131. Current Log-Posterior: 123344 Step Size: -2822.137456 Smoothing Hyper-parameters: 0.226590 0.082185 0.218832 0.290767 0.171556 0.197257 0.156248 Expected Total MS Cnt: 19.951 Backgound Scale: 1.03129. ITERATION NUMBER 132. Current Log-Posterior: 100476 Step Size: -22868.14731 Smoothing Hyper-parameters: 0.240747 0.075792 0.182731 0.084080 0.232357 0.284033 0.147679 Expected Total MS Cnt: 19.9852 Backgound Scale: 1.01906. ITERATION NUMBER 133. Current Log-Posterior: 102458 Step Size: 1982.201979 Smoothing Hyper-parameters: 0.168108 0.209269 0.228679 0.123563 0.327607 0.097645 0.274792 Expected Total MS Cnt: 21.8804 Backgound Scale: 1.01847. ITERATION NUMBER 134. Current Log-Posterior: 97508.6 Step Size: -4949.878079 Smoothing Hyper-parameters: 0.141132 0.207929 0.104994 0.178945 0.287583 0.180536 0.166387 Expected Total MS Cnt: 18.9956 Backgound Scale: 1.0291. ITERATION NUMBER 135. Current Log-Posterior: 112674 Step Size: 15165.63832 Smoothing Hyper-parameters: 0.024060 0.156097 0.279094 0.096982 0.326568 0.133620 0.145077 Expected Total MS Cnt: 17.687 Backgound Scale: 1.02457. ITERATION NUMBER 136. Current Log-Posterior: 537831 Step Size: 425156.5524 Smoothing Hyper-parameters: 0.230457 0.063013 0.234536 0.227040 0.119648 0.103484 0.171487 Expected Total MS Cnt: 32.599 Backgound Scale: 1.0341. ITERATION NUMBER 137. Current Log-Posterior: 109973 Step Size: -427857.4588 Smoothing Hyper-parameters: 0.098577 0.034982 0.246848 0.181465 0.088045 0.258058 0.222186 Expected Total MS Cnt: 11.1863 Backgound Scale: 1.02679. ITERATION NUMBER 138. Current Log-Posterior: 219165 Step Size: 109191.9314 Smoothing Hyper-parameters: 0.124431 0.026762 0.227539 0.237370 0.189861 0.151895 0.235240 Expected Total MS Cnt: 14.0414 Backgound Scale: 1.02764. ITERATION NUMBER 139. Current Log-Posterior: 219085 Step Size: -80.08626583 Smoothing Hyper-parameters: 0.078105 0.165159 0.128287 0.112526 0.151775 0.151481 0.129066 Expected Total MS Cnt: 13.4044 Backgound Scale: 1.03134. ITERATION NUMBER 140. Current Log-Posterior: 185916 Step Size: -33169.2906 Smoothing Hyper-parameters: 0.190037 0.072880 0.067284 0.026031 0.218010 0.164026 0.189141 Expected Total MS Cnt: 9.6445 Backgound Scale: 1.00828. ITERATION NUMBER 141. Current Log-Posterior: 128710 Step Size: -57206.12473 Smoothing Hyper-parameters: 0.191830 0.214623 0.123686 0.172738 0.228656 0.227572 0.174008 Expected Total MS Cnt: 14.4574 Backgound Scale: 1.0338. ITERATION NUMBER 142. Current Log-Posterior: 90619.8 Step Size: -38089.9612 Smoothing Hyper-parameters: 0.312406 0.152522 0.250409 0.132954 0.313656 0.154887 0.178073 Expected Total MS Cnt: 19.4791 Backgound Scale: 1.03083. ITERATION NUMBER 143. Current Log-Posterior: 68388 Step Size: -22231.82516 Smoothing Hyper-parameters: 0.282053 0.248272 0.187920 0.126133 0.237945 0.123043 0.146618 Expected Total MS Cnt: 20.843 Backgound Scale: 1.02564. ITERATION NUMBER 144. Current Log-Posterior: 66549.2 Step Size: -1838.793778 Smoothing Hyper-parameters: 0.140906 0.216862 0.278340 0.116415 0.249829 0.246730 0.120882 Expected Total MS Cnt: 21.1869 Backgound Scale: 1.03398. ITERATION NUMBER 145. Current Log-Posterior: 109548 Step Size: 42998.43978 Smoothing Hyper-parameters: 0.133816 0.132522 0.306818 0.246604 0.133900 0.340871 0.130176 Expected Total MS Cnt: 18.1796 Backgound Scale: 1.02633. ITERATION NUMBER 146. Current Log-Posterior: 120090 Step Size: 10542.59442 Smoothing Hyper-parameters: 0.215773 0.068495 0.079638 0.118689 0.169764 0.172232 0.344034 Expected Total MS Cnt: 27.0226 Backgound Scale: 1.03003. ITERATION NUMBER 147. Current Log-Posterior: 117102 Step Size: -2988.483861 Smoothing Hyper-parameters: 0.159990 0.216159 0.194457 0.194231 0.254908 0.168698 0.181368 Expected Total MS Cnt: 20.1659 Backgound Scale: 1.01856. ITERATION NUMBER 148. Current Log-Posterior: 101550 Step Size: -15551.92287 Smoothing Hyper-parameters: 0.177529 0.174383 0.084850 0.286672 0.303057 0.064406 0.160559 Expected Total MS Cnt: 14.9969 Backgound Scale: 1.03155. ITERATION NUMBER 149. Current Log-Posterior: 100261 Step Size: -1288.748071 Smoothing Hyper-parameters: 0.177529 0.062566 0.191754 0.124131 0.146506 0.083745 0.219871 Expected Total MS Cnt: 12.9518 Backgound Scale: 1.03055. ITERATION NUMBER 150. Current Log-Posterior: 127610 Step Size: 27348.86676 Smoothing Hyper-parameters: 0.082193 0.225222 0.241465 0.166709 0.205999 0.328710 0.219849 Expected Total MS Cnt: 17.2491 Backgound Scale: 1.02402. ITERATION NUMBER 151. Current Log-Posterior: 168425 Step Size: 40814.72636 Smoothing Hyper-parameters: 0.192918 0.157578 0.159641 0.233807 0.111886 0.124468 0.197360 Expected Total MS Cnt: 18.8118 Backgound Scale: 1.02679. ITERATION NUMBER 152. Current Log-Posterior: 92791.8 Step Size: -75632.84562 Smoothing Hyper-parameters: 0.195126 0.180817 0.315788 0.167712 0.110121 0.263448 0.128769 Expected Total MS Cnt: 23.7759 Backgound Scale: 1.0264. ITERATION NUMBER 153. Current Log-Posterior: 88089.1 Step Size: -4702.684 Smoothing Hyper-parameters: 0.128955 0.169447 0.193874 0.193568 0.307362 0.140037 0.294968 Expected Total MS Cnt: 12.7203 Backgound Scale: 1.02365. ITERATION NUMBER 154. Current Log-Posterior: 121986 Step Size: 33897.30562 Smoothing Hyper-parameters: 0.209121 0.194586 0.212812 0.212117 0.257637 0.124684 0.168030 Expected Total MS Cnt: 13.608 Backgound Scale: 1.02561. ITERATION NUMBER 155. Current Log-Posterior: 83351.1 Step Size: -38635.36352 Smoothing Hyper-parameters: 0.184676 0.217051 0.194266 0.143484 0.227969 0.220659 0.241660 Expected Total MS Cnt: 14.2147 Backgound Scale: 1.0468. ITERATION NUMBER 156. Current Log-Posterior: 90289.6 Step Size: 6938.52766 Smoothing Hyper-parameters: 0.057862 0.303500 0.110485 0.129257 0.235820 0.066126 0.060086 Expected Total MS Cnt: 17.063 Backgound Scale: 1.01075. ITERATION NUMBER 157. Current Log-Posterior: 233966 Step Size: 143676.8979 Smoothing Hyper-parameters: 0.303559 0.164372 0.277210 0.138367 0.200383 0.143102 0.199544 Expected Total MS Cnt: 22.8916 Backgound Scale: 1.03801. ITERATION NUMBER 158. Current Log-Posterior: 67950.8 Step Size: -166015.7157 Smoothing Hyper-parameters: 0.322623 0.092052 0.224643 0.239712 0.159331 0.248063 0.154748 Expected Total MS Cnt: 20.4387 Backgound Scale: 1.0173. ITERATION NUMBER 159. Current Log-Posterior: 80507.6 Step Size: 12556.83028 Smoothing Hyper-parameters: 0.176747 0.125647 0.191041 0.188735 0.156636 0.164667 0.261338 Expected Total MS Cnt: 19.3588 Backgound Scale: 1.01564. ITERATION NUMBER 160. Current Log-Posterior: 103573 Step Size: 23065.26325 Smoothing Hyper-parameters: 0.194316 0.109295 0.081018 0.245706 0.281498 0.229774 0.118171 Expected Total MS Cnt: 25.3389 Backgound Scale: 1.02061. ITERATION NUMBER 161. Current Log-Posterior: 105522 Step Size: 1949.605222 Smoothing Hyper-parameters: 0.326600 0.203543 0.197843 0.257414 0.172660 0.225186 0.148677 Expected Total MS Cnt: 22.2024 Backgound Scale: 1.03309. ITERATION NUMBER 162. Current Log-Posterior: 62517.9 Step Size: -43004.60876 Smoothing Hyper-parameters: 0.232609 0.063638 0.212094 0.196164 0.250828 0.214961 0.142534 Expected Total MS Cnt: 19.1551 Backgound Scale: 1.01994. ITERATION NUMBER 163. Current Log-Posterior: 110885 Step Size: 48367.64048 Smoothing Hyper-parameters: 0.118224 0.040439 0.099297 0.233257 0.205265 0.245741 0.244686 Expected Total MS Cnt: 14.15 Backgound Scale: 1.03123. ITERATION NUMBER 164. Current Log-Posterior: 193017 Step Size: 82131.04237 Smoothing Hyper-parameters: 0.203603 0.111610 0.202767 0.182782 0.272344 0.352584 0.222389 Expected Total MS Cnt: 18.375 Backgound Scale: 1.03521. ITERATION NUMBER 165. Current Log-Posterior: 97096.6 Step Size: -95919.91175 Smoothing Hyper-parameters: 0.145211 0.105674 0.156330 0.203571 0.107181 0.134620 0.201576 Expected Total MS Cnt: 12.4089 Backgound Scale: 1.03901. ITERATION NUMBER 166. Current Log-Posterior: 122047 Step Size: 24950.77004 Smoothing Hyper-parameters: 0.160188 0.086557 0.259808 0.104548 0.144356 0.146446 0.179684 Expected Total MS Cnt: 18.2216 Backgound Scale: 1.02099. ITERATION NUMBER 167. Current Log-Posterior: 121046 Step Size: -1001.21444 Smoothing Hyper-parameters: 0.013687 0.180637 0.192967 0.076205 0.152775 0.272909 0.281642 Expected Total MS Cnt: 9.77975 Backgound Scale: 1.04444. ITERATION NUMBER 168. Current Log-Posterior: 900862 Step Size: 779816.1676 Smoothing Hyper-parameters: 0.216734 0.233406 0.168733 0.164558 0.172730 0.224737 0.196094 Expected Total MS Cnt: 10.2226 Backgound Scale: 1.0265. ITERATION NUMBER 169. Current Log-Posterior: 80454 Step Size: -820408.3482 Smoothing Hyper-parameters: 0.195196 0.202390 0.177041 0.147344 0.210291 0.158388 0.136698 Expected Total MS Cnt: 16.2626 Backgound Scale: 1.02862. ITERATION NUMBER 170. Current Log-Posterior: 88329.4 Step Size: 7875.436934 Smoothing Hyper-parameters: 0.223851 0.153463 0.196000 0.140374 0.254576 0.293917 0.179375 Expected Total MS Cnt: 10.9282 Backgound Scale: 1.02075. ITERATION NUMBER 171. Current Log-Posterior: 85576 Step Size: -2753.485512 Smoothing Hyper-parameters: 0.201694 0.143833 0.047775 0.128476 0.097951 0.210327 0.227176 Expected Total MS Cnt: 11.8596 Backgound Scale: 1.0357. ITERATION NUMBER 172. Current Log-Posterior: 105269 Step Size: 19693.46961 Smoothing Hyper-parameters: 0.222298 0.225800 0.183297 0.141784 0.256129 0.220839 0.092720 Expected Total MS Cnt: 16.1795 Backgound Scale: 1.01581. ITERATION NUMBER 173. Current Log-Posterior: 79490.4 Step Size: -25779.05149 Smoothing Hyper-parameters: 0.151341 0.208888 0.282697 0.226601 0.228591 0.220218 0.234936 Expected Total MS Cnt: 15.5794 Backgound Scale: 1.02978. ITERATION NUMBER 174. Current Log-Posterior: 103476 Step Size: 23985.30288 Smoothing Hyper-parameters: 0.190012 0.193901 0.133461 0.192097 0.187499 0.133912 0.225221 Expected Total MS Cnt: 18.4784 Backgound Scale: 1.03355. ITERATION NUMBER 175. Current Log-Posterior: 91467 Step Size: -12008.6647 Smoothing Hyper-parameters: 0.080245 0.073957 0.263261 0.239661 0.244517 0.184773 0.275514 Expected Total MS Cnt: 20.285 Backgound Scale: 1.02956. ITERATION NUMBER 176. Current Log-Posterior: 198848 Step Size: 107381.321 Smoothing Hyper-parameters: 0.127986 0.104790 0.172808 0.262589 0.224667 0.274102 0.203380 Expected Total MS Cnt: 29.7911 Backgound Scale: 1.02208. ITERATION NUMBER 177. Current Log-Posterior: 133350 Step Size: -65498.46497 Smoothing Hyper-parameters: 0.117947 0.307538 0.253825 0.278961 0.281654 0.215778 0.257060 Expected Total MS Cnt: 26.5629 Backgound Scale: 1.02574. ITERATION NUMBER 178. Current Log-Posterior: 122419 Step Size: -10931.14053 Smoothing Hyper-parameters: 0.263770 0.206168 0.040566 0.211044 0.271469 0.215778 0.226977 Expected Total MS Cnt: 32.9424 Backgound Scale: 1.03416. ITERATION NUMBER 179. Current Log-Posterior: 86450.6 Step Size: -35968.11816 Smoothing Hyper-parameters: 0.056256 0.118150 0.093848 0.230871 0.218734 0.214146 0.250423 Expected Total MS Cnt: 31.8249 Backgound Scale: 1.03608. ITERATION NUMBER 180. Current Log-Posterior: 252113 Step Size: 165662.591 Smoothing Hyper-parameters: 0.093165 0.087065 0.129727 0.302402 0.186690 0.154094 0.115172 Expected Total MS Cnt: 33.0879 Backgound Scale: 1.0267. ITERATION NUMBER 181. Current Log-Posterior: 174571 Step Size: -77542.07262 Smoothing Hyper-parameters: 0.055904 0.207641 0.159663 0.184771 0.133416 0.391851 0.276696 Expected Total MS Cnt: 29.2496 Backgound Scale: 1.0251. ITERATION NUMBER 182. Current Log-Posterior: 241888 Step Size: 67317.0079 Smoothing Hyper-parameters: 0.040331 0.186837 0.246759 0.254986 0.259163 0.308070 0.231827 Expected Total MS Cnt: 16.9484 Backgound Scale: 1.03149. ITERATION NUMBER 183. Current Log-Posterior: 325340 Step Size: 83451.84233 Smoothing Hyper-parameters: 0.234642 0.100522 0.059639 0.209966 0.229664 0.124039 0.120668 Expected Total MS Cnt: 29.4512 Backgound Scale: 1.03191. ITERATION NUMBER 184. Current Log-Posterior: 100142 Step Size: -225198.3558 Smoothing Hyper-parameters: 0.113960 0.290491 0.098489 0.179747 0.138032 0.171610 0.186492 Expected Total MS Cnt: 26.7575 Backgound Scale: 1.03012. ITERATION NUMBER 185. Current Log-Posterior: 131092 Step Size: 30950.4678 Smoothing Hyper-parameters: 0.030404 0.099124 0.261111 0.292056 0.289520 0.137971 0.259723 Expected Total MS Cnt: 32.37 Backgound Scale: 1.03163. ITERATION NUMBER 186. Current Log-Posterior: 436839 Step Size: 305746.7356 Smoothing Hyper-parameters: 0.163869 0.164156 0.203307 0.216619 0.232434 0.098203 0.211667 Expected Total MS Cnt: 30.6682 Backgound Scale: 1.03665. ITERATION NUMBER 187. Current Log-Posterior: 102439 Step Size: -334399.7236 Smoothing Hyper-parameters: 0.227226 0.130919 0.215306 0.252498 0.261330 0.143600 0.215623 Expected Total MS Cnt: 32.5277 Backgound Scale: 1.00586. ITERATION NUMBER 188. Current Log-Posterior: 86461.7 Step Size: -15977.4204 Smoothing Hyper-parameters: 0.135774 0.184202 0.283712 0.106786 0.120799 0.194128 0.234653 Expected Total MS Cnt: 27.0771 Backgound Scale: 1.02019. ITERATION NUMBER 189. Current Log-Posterior: 115347 Step Size: 28885.03102 Smoothing Hyper-parameters: 0.151468 0.213240 0.284139 0.189985 0.165703 0.334490 0.266625 Expected Total MS Cnt: 22.721 Backgound Scale: 1.02499. ITERATION NUMBER 190. Current Log-Posterior: 102955 Step Size: -12392.0083 Smoothing Hyper-parameters: 0.158651 0.193506 0.131838 0.167702 0.215319 0.173043 0.242603 Expected Total MS Cnt: 20.1816 Backgound Scale: 1.02291. ITERATION NUMBER 191. Current Log-Posterior: 104328 Step Size: 1373.437258 Smoothing Hyper-parameters: 0.088375 0.269269 0.209193 0.077036 0.190055 0.252515 0.234209 Expected Total MS Cnt: 21.2627 Backgound Scale: 1.01784. ITERATION NUMBER 192. Current Log-Posterior: 159744 Step Size: 55415.74459 Smoothing Hyper-parameters: 0.094704 0.136529 0.226590 0.240231 0.092573 0.133697 0.287537 Expected Total MS Cnt: 11.9555 Backgound Scale: 1.04049. ITERATION NUMBER 193. Current Log-Posterior: 159941 Step Size: 197.005968 Smoothing Hyper-parameters: 0.227439 0.220511 0.213240 0.124124 0.139155 0.209087 0.203519 Expected Total MS Cnt: 20.7069 Backgound Scale: 1.02827. ITERATION NUMBER 194. Current Log-Posterior: 78689.4 Step Size: -81251.48473 Smoothing Hyper-parameters: 0.117465 0.171066 0.129888 0.348320 0.202261 0.122673 0.179954 Expected Total MS Cnt: 17.4049 Backgound Scale: 1.02148. ITERATION NUMBER 195. Current Log-Posterior: 130700 Step Size: 52010.53963 Smoothing Hyper-parameters: 0.194296 0.160657 0.147193 0.249529 0.027193 0.127757 0.210183 Expected Total MS Cnt: 8.64879 Backgound Scale: 1.01443. ITERATION NUMBER 196. Current Log-Posterior: 93596.2 Step Size: -37103.77625 Smoothing Hyper-parameters: 0.123950 0.245793 0.050064 0.136767 0.111981 0.133195 0.040160 Expected Total MS Cnt: 8.19003 Backgound Scale: 1.01512. ITERATION NUMBER 197. Current Log-Posterior: 132604 Step Size: 39007.68672 Smoothing Hyper-parameters: 0.202808 0.119909 0.115744 0.118459 0.238941 0.043567 0.171440 Expected Total MS Cnt: 7.61984 Backgound Scale: 1.04824. ITERATION NUMBER 198. Current Log-Posterior: 98312.1 Step Size: -34291.73562 Smoothing Hyper-parameters: 0.136355 0.163584 0.063236 0.082683 0.112533 0.250191 0.071620 Expected Total MS Cnt: 7.70769 Backgound Scale: 1.03601. ITERATION NUMBER 199. Current Log-Posterior: 126999 Step Size: 28687.08581 Smoothing Hyper-parameters: 0.233999 0.176621 0.093633 0.186337 0.152677 0.119891 0.162951 Expected Total MS Cnt: 8.58912 Backgound Scale: 1.02715. ITERATION NUMBER 200. Current Log-Posterior: 85526.5 Step Size: -41472.67523 Smoothing Hyper-parameters: 0.279647 0.182166 0.132339 0.167664 0.059138 0.130113 0.179723 Expected Total MS Cnt: 11.7353 Backgound Scale: 1.02259. ITERATION NUMBER 201. Current Log-Posterior: 73291.5 Step Size: -12235.06879 Smoothing Hyper-parameters: 0.239452 0.080504 0.293144 0.197206 0.160669 0.130111 0.114881 Expected Total MS Cnt: 18.6244 Backgound Scale: 1.0144. ITERATION NUMBER 202. Current Log-Posterior: 97930.9 Step Size: 24639.41337 Smoothing Hyper-parameters: 0.298735 0.228684 0.250700 0.206934 0.244843 0.168943 0.115308 Expected Total MS Cnt: 14.2571 Backgound Scale: 1.02858. ITERATION NUMBER 203. Current Log-Posterior: 63604.3 Step Size: -34326.56113 Smoothing Hyper-parameters: 0.064373 0.113013 0.269201 0.133505 0.214511 0.054619 0.172032 Expected Total MS Cnt: 18.2028 Backgound Scale: 1.0273. ITERATION NUMBER 204. Current Log-Posterior: 223826 Step Size: 160221.9288 Smoothing Hyper-parameters: 0.241432 0.174746 0.132519 0.185702 0.138713 0.144430 0.223919 Expected Total MS Cnt: 20.0548 Backgound Scale: 1.02409. ITERATION NUMBER 205. Current Log-Posterior: 79174.7 Step Size: -144651.5014 Smoothing Hyper-parameters: 0.151676 0.219641 0.187513 0.147367 0.231598 0.161367 0.082057 Expected Total MS Cnt: 22.392 Backgound Scale: 1.03119. ITERATION NUMBER 206. Current Log-Posterior: 102596 Step Size: 23421.28559 Smoothing Hyper-parameters: 0.311136 0.314328 0.045417 0.281203 0.057890 0.120443 0.175626 Expected Total MS Cnt: 15.505 Backgound Scale: 1.03991. ITERATION NUMBER 207. Current Log-Posterior: 72849 Step Size: -29746.98802 Smoothing Hyper-parameters: 0.282648 0.239005 0.288268 0.172619 0.203029 0.245086 0.235613 Expected Total MS Cnt: 23.4117 Backgound Scale: 1.03599. ITERATION NUMBER 208. Current Log-Posterior: 65113.4 Step Size: -7735.656251 Smoothing Hyper-parameters: 0.169992 0.263673 0.192655 0.245849 0.080711 0.207673 0.183271 Expected Total MS Cnt: 26.5785 Backgound Scale: 1.02371. ITERATION NUMBER 209. Current Log-Posterior: 92997.2 Step Size: 27883.77774 Smoothing Hyper-parameters: 0.283222 0.189353 0.215094 0.206926 0.191276 0.085284 0.200650 Expected Total MS Cnt: 28.4871 Backgound Scale: 1.0213. ITERATION NUMBER 210. Current Log-Posterior: 69153.4 Step Size: -23843.73422 Smoothing Hyper-parameters: 0.207698 0.301963 0.159648 0.116264 0.190283 0.145981 0.248100 Expected Total MS Cnt: 39.6091 Backgound Scale: 1.00952. ITERATION NUMBER 211. Current Log-Posterior: 81079.5 Step Size: 11926.1193 Smoothing Hyper-parameters: 0.273753 0.274612 0.144547 0.241963 0.141582 0.150981 0.175066 Expected Total MS Cnt: 38.121 Backgound Scale: 1.03405. ITERATION NUMBER 212. Current Log-Posterior: 67146.8 Step Size: -13932.74774 Smoothing Hyper-parameters: 0.107097 0.227509 0.226733 0.183061 0.261552 0.240065 0.141052 Expected Total MS Cnt: 37.5661 Backgound Scale: 1.03291. ITERATION NUMBER 213. Current Log-Posterior: 136372 Step Size: 69225.4342 Smoothing Hyper-parameters: 0.233707 0.175059 0.232967 0.057341 0.373029 0.195082 0.198747 Expected Total MS Cnt: 36.5167 Backgound Scale: 1.02699. ITERATION NUMBER 214. Current Log-Posterior: 80766.5 Step Size: -55605.70426 Smoothing Hyper-parameters: 0.132380 0.156515 0.223767 0.261217 0.302830 0.135190 0.248341 Expected Total MS Cnt: 33.1755 Backgound Scale: 1.02716. ITERATION NUMBER 215. Current Log-Posterior: 119577 Step Size: 38810.10579 Smoothing Hyper-parameters: 0.137256 0.107077 0.153019 0.241573 0.282622 0.063867 0.192718 Expected Total MS Cnt: 40.2058 Backgound Scale: 1.03528. ITERATION NUMBER 216. Current Log-Posterior: 127249 Step Size: 7672.002637 Smoothing Hyper-parameters: 0.131397 0.141916 0.195508 0.246689 0.262330 0.219598 0.153334 Expected Total MS Cnt: 28.533 Backgound Scale: 1.03249. ITERATION NUMBER 217. Current Log-Posterior: 122870 Step Size: -4378.698389 Smoothing Hyper-parameters: 0.158694 0.277677 0.133872 0.282891 0.258451 0.208970 0.206411 Expected Total MS Cnt: 31.4894 Backgound Scale: 1.03421. ITERATION NUMBER 218. Current Log-Posterior: 99580 Step Size: -23289.97086 Smoothing Hyper-parameters: 0.299678 0.193169 0.267571 0.115499 0.229417 0.180035 0.145824 Expected Total MS Cnt: 38.5247 Backgound Scale: 1.01093. ITERATION NUMBER 219. Current Log-Posterior: 66715.2 Step Size: -32864.77803 Smoothing Hyper-parameters: 0.151432 0.257600 0.313064 0.318838 0.237675 0.063369 0.070049 Expected Total MS Cnt: 27.2799 Backgound Scale: 1.02709. ITERATION NUMBER 220. Current Log-Posterior: 99962.2 Step Size: 33246.96451 Smoothing Hyper-parameters: 0.137641 0.123706 0.300224 0.118864 0.153786 0.096738 0.204893 Expected Total MS Cnt: 19.4924 Backgound Scale: 1.02625. ITERATION NUMBER 221. Current Log-Posterior: 123004 Step Size: 23042.24456 Smoothing Hyper-parameters: 0.040089 0.230131 0.257940 0.247257 0.106000 0.151581 0.138464 Expected Total MS Cnt: 15.5483 Backgound Scale: 1.03436. ITERATION NUMBER 222. Current Log-Posterior: 323224 Step Size: 200219.7874 Smoothing Hyper-parameters: 0.075312 0.101042 0.123241 0.184622 0.098369 0.275865 0.109549 Expected Total MS Cnt: 23.872 Backgound Scale: 1.0301. ITERATION NUMBER 223. Current Log-Posterior: 200728 Step Size: -122496.1892 Smoothing Hyper-parameters: 0.087816 0.153645 0.261515 0.222618 0.315853 0.149616 0.177283 Expected Total MS Cnt: 23.7058 Backgound Scale: 1.02437. ITERATION NUMBER 224. Current Log-Posterior: 167095 Step Size: -33633.30759 Smoothing Hyper-parameters: 0.300380 0.178874 0.100348 0.090257 0.129500 0.251846 0.216045 Expected Total MS Cnt: 24.0518 Backgound Scale: 1.03025. ITERATION NUMBER 225. Current Log-Posterior: 72761.4 Step Size: -94333.29552 Smoothing Hyper-parameters: 0.144043 0.242812 0.143079 0.138947 0.119939 0.216842 0.238750 Expected Total MS Cnt: 38.2897 Backgound Scale: 1.0422. ITERATION NUMBER 226. Current Log-Posterior: 108932 Step Size: 36170.80157 Smoothing Hyper-parameters: 0.216013 0.141775 0.162028 0.193391 0.224857 0.131065 0.118842 Expected Total MS Cnt: 39.5565 Backgound Scale: 1.00007. ITERATION NUMBER 227. Current Log-Posterior: 89088.6 Step Size: -19843.56719 Smoothing Hyper-parameters: 0.093946 0.104274 0.177362 0.259674 0.140730 0.157959 0.289054 Expected Total MS Cnt: 43.3142 Backgound Scale: 1.03865. ITERATION NUMBER 228. Current Log-Posterior: 165875 Step Size: 76785.88927 Smoothing Hyper-parameters: 0.258277 0.059363 0.253598 0.196416 0.320163 0.209504 0.230999 Expected Total MS Cnt: 35.0815 Backgound Scale: 1.04303. ITERATION NUMBER 229. Current Log-Posterior: 108074 Step Size: -57800.05654 Smoothing Hyper-parameters: 0.173081 0.140266 0.207225 0.132802 0.091506 0.191978 0.155637 Expected Total MS Cnt: 27.6219 Backgound Scale: 1.02557. ITERATION NUMBER 230. Current Log-Posterior: 102816 Step Size: -5258.879542 Smoothing Hyper-parameters: 0.137865 0.090031 0.205945 0.141914 0.236469 0.220420 0.135544 Expected Total MS Cnt: 23.7349 Backgound Scale: 1.01932. ITERATION NUMBER 231. Current Log-Posterior: 131001 Step Size: 28184.94342 Smoothing Hyper-parameters: 0.041608 0.248529 0.041450 0.163014 0.245059 0.082208 0.187623 Expected Total MS Cnt: 16.343 Backgound Scale: 1.01924. ITERATION NUMBER 232. Current Log-Posterior: 323286 Step Size: 192285.8716 Smoothing Hyper-parameters: 0.085837 0.046534 0.077176 0.255447 0.054974 0.285542 0.119050 Expected Total MS Cnt: 19.4689 Backgound Scale: 1.0261. ITERATION NUMBER 233. Current Log-Posterior: 220339 Step Size: -102947.0441 Smoothing Hyper-parameters: 0.322753 0.276278 0.167555 0.169655 0.050119 0.061994 0.144244 Expected Total MS Cnt: 22.0668 Backgound Scale: 1.02586. ITERATION NUMBER 234. Current Log-Posterior: 61333.3 Step Size: -159006.0311 Smoothing Hyper-parameters: 0.336553 0.151686 0.091296 0.202355 0.106134 0.113516 0.148959 Expected Total MS Cnt: 18.1114 Backgound Scale: 1.00512. ITERATION NUMBER 235. Current Log-Posterior: 70918.3 Step Size: 9584.936923 Smoothing Hyper-parameters: 0.038230 0.205094 0.121897 0.200305 0.197850 0.180328 0.189138 Expected Total MS Cnt: 15.754 Backgound Scale: 1.04231. ITERATION NUMBER 236. Current Log-Posterior: 345689 Step Size: 274771.0374 Smoothing Hyper-parameters: 0.097210 0.260889 0.176229 0.088871 0.229300 0.186910 0.085591 Expected Total MS Cnt: 17.496 Backgound Scale: 1.03813. ITERATION NUMBER 237. Current Log-Posterior: 146979 Step Size: -198710.4541 Smoothing Hyper-parameters: 0.288411 0.023348 0.136169 0.143370 0.156617 0.073589 0.316955 Expected Total MS Cnt: 22.2287 Backgound Scale: 1.0302. ITERATION NUMBER 238. Current Log-Posterior: 186523 Step Size: 39543.77475 Smoothing Hyper-parameters: 0.039771 0.064735 0.218791 0.236817 0.063419 0.218433 0.241717 Expected Total MS Cnt: 20.8156 Backgound Scale: 1.03587. ITERATION NUMBER 239. Current Log-Posterior: 356505 Step Size: 169982.3428 Smoothing Hyper-parameters: 0.241432 0.271394 0.209489 0.098779 0.277905 0.240699 0.053904 Expected Total MS Cnt: 15.2918 Backgound Scale: 1.01723. ITERATION NUMBER 240. Current Log-Posterior: 72639 Step Size: -283865.9167 Smoothing Hyper-parameters: 0.154819 0.157741 0.204162 0.234861 0.179516 0.230505 0.217726 Expected Total MS Cnt: 23.8952 Backgound Scale: 1.02961. ITERATION NUMBER 241. Current Log-Posterior: 106598 Step Size: 33958.92516 Smoothing Hyper-parameters: 0.019564 0.070408 0.161720 0.069117 0.293582 0.119011 0.155136 Expected Total MS Cnt: 18.9848 Backgound Scale: 1.03438. ITERATION NUMBER 242. Current Log-Posterior: 681259 Step Size: 574660.9634 Smoothing Hyper-parameters: 0.143263 0.144311 0.239851 0.051763 0.287902 0.244876 0.156023 Expected Total MS Cnt: 21.6459 Backgound Scale: 1.02077. ITERATION NUMBER 243. Current Log-Posterior: 116517 Step Size: -564741.8587 Smoothing Hyper-parameters: 0.172549 0.124303 0.154281 0.040787 0.267945 0.128811 0.197440 Expected Total MS Cnt: 25.0506 Backgound Scale: 1.03037. ITERATION NUMBER 244. Current Log-Posterior: 110285 Step Size: -6232.431971 Smoothing Hyper-parameters: 0.116521 0.126443 0.030470 0.228309 0.165926 0.131954 0.219047 Expected Total MS Cnt: 20.776 Backgound Scale: 1.02161. ITERATION NUMBER 245. Current Log-Posterior: 157516 Step Size: 47231.11082 Smoothing Hyper-parameters: 0.131741 0.109252 0.082967 0.318664 0.153341 0.177044 0.217863 Expected Total MS Cnt: 18.8363 Backgound Scale: 1.03875. ITERATION NUMBER 246. Current Log-Posterior: 134376 Step Size: -23139.74748 Smoothing Hyper-parameters: 0.171498 0.232144 0.147444 0.169337 0.231425 0.195207 0.195079 Expected Total MS Cnt: 21.6446 Backgound Scale: 1.01668. ITERATION NUMBER 247. Current Log-Posterior: 95257.8 Step Size: -39118.25115 Smoothing Hyper-parameters: 0.126090 0.078417 0.064643 0.258438 0.244291 0.102791 0.218186 Expected Total MS Cnt: 22.2623 Backgound Scale: 1.02533. ITERATION NUMBER 248. Current Log-Posterior: 152144 Step Size: 56885.92811 Smoothing Hyper-parameters: 0.156116 0.057846 0.135177 0.186322 0.135850 0.278554 0.215672 Expected Total MS Cnt: 22.772 Backgound Scale: 1.01832. ITERATION NUMBER 249. Current Log-Posterior: 141279 Step Size: -10864.4091 Smoothing Hyper-parameters: 0.106205 0.030321 0.295139 0.173470 0.085301 0.087926 0.129036 Expected Total MS Cnt: 18.4489 Backgound Scale: 1.01909. ITERATION NUMBER 250. Current Log-Posterior: 225808 Step Size: 84529.09174 Smoothing Hyper-parameters: 0.145058 0.102707 0.209134 0.295151 0.071358 0.241858 0.150217 Expected Total MS Cnt: 12.4441 Backgound Scale: 1.03857. ITERATION NUMBER 251. Current Log-Posterior: 121498 Step Size: -104310.1101 Smoothing Hyper-parameters: 0.178103 0.289224 0.105821 0.282380 0.178884 0.251820 0.113179 Expected Total MS Cnt: 7.925 Backgound Scale: 1.01468. ITERATION NUMBER 252. Current Log-Posterior: 91767.9 Step Size: -29730.31456 Smoothing Hyper-parameters: 0.017938 0.134254 0.122257 0.132484 0.233525 0.128246 0.214984 Expected Total MS Cnt: 17.9245 Backgound Scale: 1.02061. ITERATION NUMBER 253. Current Log-Posterior: 719781 Step Size: 628013.0271 Smoothing Hyper-parameters: 0.224316 0.098341 0.196570 0.128254 0.157806 0.101802 0.051737 Expected Total MS Cnt: 20.4522 Backgound Scale: 1.01461. ITERATION NUMBER 254. Current Log-Posterior: 96607.1 Step Size: -623173.8207 Smoothing Hyper-parameters: 0.132434 0.212767 0.219506 0.258554 0.126996 0.155782 0.040901 Expected Total MS Cnt: 19.8924 Backgound Scale: 1.01773. ITERATION NUMBER 255. Current Log-Posterior: 114830 Step Size: 18222.60519 Smoothing Hyper-parameters: 0.189455 0.197696 0.215892 0.255710 0.233087 0.235073 0.024971 Expected Total MS Cnt: 27.2223 Backgound Scale: 1.02083. ITERATION NUMBER 256. Current Log-Posterior: 89908.8 Step Size: -24920.97403 Smoothing Hyper-parameters: 0.116822 0.164039 0.143649 0.235122 0.228905 0.217827 0.076347 Expected Total MS Cnt: 30.5844 Backgound Scale: 1.03049. ITERATION NUMBER 257. Current Log-Posterior: 132370 Step Size: 42461.17011 Smoothing Hyper-parameters: 0.219761 0.201257 0.232974 0.321716 0.188728 0.069751 0.113164 Expected Total MS Cnt: 24.5817 Backgound Scale: 1.03467. ITERATION NUMBER 258. Current Log-Posterior: 80184.3 Step Size: -52185.61539 Smoothing Hyper-parameters: 0.025409 0.084970 0.242474 0.163765 0.106207 0.081431 0.189343 Expected Total MS Cnt: 29.5295 Backgound Scale: 1.04056. ITERATION NUMBER 259. Current Log-Posterior: 521911 Step Size: 441726.6048 Smoothing Hyper-parameters: 0.094176 0.187392 0.151216 0.237460 0.136295 0.196587 0.139169 Expected Total MS Cnt: 30.4493 Backgound Scale: 1.02693. ITERATION NUMBER 260. Current Log-Posterior: 152016 Step Size: -369895.1857 Smoothing Hyper-parameters: 0.191738 0.221033 0.179093 0.234142 0.180580 0.072339 0.170557 Expected Total MS Cnt: 22.1446 Backgound Scale: 1.0238. ITERATION NUMBER 261. Current Log-Posterior: 87533.7 Step Size: -64482.0636 Smoothing Hyper-parameters: 0.113693 0.159541 0.293588 0.323141 0.207134 0.226668 0.132488 Expected Total MS Cnt: 26.5647 Backgound Scale: 1.03236. ITERATION NUMBER 262. Current Log-Posterior: 133895 Step Size: 46361.74431 Smoothing Hyper-parameters: 0.158421 0.211318 0.167385 0.282514 0.195418 0.218574 0.167377 Expected Total MS Cnt: 27.4946 Backgound Scale: 1.03374. ITERATION NUMBER 263. Current Log-Posterior: 102070 Step Size: -31825.86639 Smoothing Hyper-parameters: 0.298982 0.178393 0.191333 0.291488 0.094794 0.157070 0.217414 Expected Total MS Cnt: 36.8329 Backgound Scale: 1.04078. ITERATION NUMBER 264. Current Log-Posterior: 68121 Step Size: -33948.54575 Smoothing Hyper-parameters: 0.221714 0.233414 0.269654 0.208958 0.125594 0.151023 0.284353 Expected Total MS Cnt: 38.0635 Backgound Scale: 1.0152. ITERATION NUMBER 265. Current Log-Posterior: 78133.3 Step Size: 10012.24389 Smoothing Hyper-parameters: 0.222397 0.166634 0.139962 0.222320 0.243750 0.296806 0.101690 Expected Total MS Cnt: 47.1782 Backgound Scale: 1.01282. ITERATION NUMBER 266. Current Log-Posterior: 84647.3 Step Size: 6514.008293 Smoothing Hyper-parameters: 0.181871 0.239073 0.280833 0.215176 0.260437 0.227390 0.137783 Expected Total MS Cnt: 42.7191 Backgound Scale: 1.03488. ITERATION NUMBER 267. Current Log-Posterior: 88917.5 Step Size: 4270.209965 Smoothing Hyper-parameters: 0.152915 0.318078 0.310526 0.256431 0.216646 0.203302 0.172701 Expected Total MS Cnt: 39.4256 Backgound Scale: 1.04385. ITERATION NUMBER 268. Current Log-Posterior: 97651.3 Step Size: 8733.825383 Smoothing Hyper-parameters: 0.190029 0.257026 0.321720 0.147420 0.133361 0.164367 0.313334 Expected Total MS Cnt: 50.9983 Backgound Scale: 1.03379. ITERATION NUMBER 269. Current Log-Posterior: 85054.7 Step Size: -12596.62816 Smoothing Hyper-parameters: 0.278795 0.226324 0.217812 0.142810 0.194351 0.144562 0.202259 Expected Total MS Cnt: 32.9501 Backgound Scale: 1.02712. ITERATION NUMBER 270. Current Log-Posterior: 67805.3 Step Size: -17249.38184 Smoothing Hyper-parameters: 0.238040 0.259108 0.176802 0.336560 0.302712 0.080247 0.159686 Expected Total MS Cnt: 38.8901 Backgound Scale: 1.01973. ITERATION NUMBER 271. Current Log-Posterior: 73695.2 Step Size: 5889.859468 Smoothing Hyper-parameters: 0.015431 0.180157 0.158525 0.309085 0.216767 0.190857 0.108792 Expected Total MS Cnt: 41.5533 Backgound Scale: 1.01633. ITERATION NUMBER 272. Current Log-Posterior: 814031 Step Size: 740335.9408 Smoothing Hyper-parameters: 0.062744 0.114726 0.135543 0.220441 0.280327 0.190857 0.248827 Expected Total MS Cnt: 38.0827 Backgound Scale: 1.02151. ITERATION NUMBER 273. Current Log-Posterior: 230660 Step Size: -583371.2204 Smoothing Hyper-parameters: 0.097392 0.155251 0.207642 0.276678 0.071557 0.352876 0.203057 Expected Total MS Cnt: 24.4823 Backgound Scale: 1.03336. ITERATION NUMBER 274. Current Log-Posterior: 154264 Step Size: -76396.35976 Smoothing Hyper-parameters: 0.148049 0.202528 0.189879 0.166821 0.103508 0.162754 0.163647 Expected Total MS Cnt: 31.3306 Backgound Scale: 1.03238. ITERATION NUMBER 275. Current Log-Posterior: 106743 Step Size: -47520.55608 Smoothing Hyper-parameters: 0.241001 0.194863 0.236214 0.227624 0.172425 0.216563 0.224735 Expected Total MS Cnt: 34.4216 Backgound Scale: 1.03007. ITERATION NUMBER 276. Current Log-Posterior: 76007.6 Step Size: -30735.41026 Smoothing Hyper-parameters: 0.212988 0.115968 0.087172 0.307593 0.072108 0.202453 0.164877 Expected Total MS Cnt: 28.8919 Backgound Scale: 1.03227. ITERATION NUMBER 277. Current Log-Posterior: 98613.2 Step Size: 22605.65007 Smoothing Hyper-parameters: 0.146373 0.348077 0.268700 0.283794 0.261838 0.140997 0.208844 Expected Total MS Cnt: 24.8674 Backgound Scale: 1.02884. ITERATION NUMBER 278. Current Log-Posterior: 100713 Step Size: 2099.60459 Smoothing Hyper-parameters: 0.190455 0.154837 0.237125 0.212832 0.296896 0.089099 0.238113 Expected Total MS Cnt: 31.3157 Backgound Scale: 1.01576. ITERATION NUMBER 279. Current Log-Posterior: 93024.1 Step Size: -7688.74592 Smoothing Hyper-parameters: 0.276683 0.271146 0.231820 0.129248 0.155189 0.189071 0.303914 Expected Total MS Cnt: 36.3633 Backgound Scale: 1.02256. ITERATION NUMBER 280. Current Log-Posterior: 66075.7 Step Size: -26948.35607 Smoothing Hyper-parameters: 0.117189 0.134286 0.198003 0.311569 0.215794 0.130620 0.066772 Expected Total MS Cnt: 39.8714 Backgound Scale: 1.03095. ITERATION NUMBER 281. Current Log-Posterior: 133809 Step Size: 67733.59345 Smoothing Hyper-parameters: 0.227290 0.117885 0.228838 0.378385 0.216821 0.279627 0.161623 Expected Total MS Cnt: 30.3791 Backgound Scale: 1.03366. ITERATION NUMBER 282. Current Log-Posterior: 88944.3 Step Size: -44864.9923 Smoothing Hyper-parameters: 0.177797 0.166264 0.219040 0.122983 0.141379 0.173684 0.257272 Expected Total MS Cnt: 41.4858 Backgound Scale: 1.02451. ITERATION NUMBER 283. Current Log-Posterior: 96263.2 Step Size: 7318.914938 Smoothing Hyper-parameters: 0.188487 0.090637 0.131492 0.215829 0.261432 0.071047 0.356163 Expected Total MS Cnt: 33.1751 Backgound Scale: 1.03138. ITERATION NUMBER 284. Current Log-Posterior: 109844 Step Size: 13580.31706 Smoothing Hyper-parameters: 0.166807 0.067844 0.076365 0.242903 0.153147 0.199735 0.176610 Expected Total MS Cnt: 33.6061 Backgound Scale: 1.02717. ITERATION NUMBER 285. Current Log-Posterior: 135025 Step Size: 25181.31795 Smoothing Hyper-parameters: 0.069896 0.167310 0.143432 0.236404 0.039457 0.296672 0.237574 Expected Total MS Cnt: 22.45 Backgound Scale: 1.00884. ITERATION NUMBER 286. Current Log-Posterior: 203480 Step Size: 68455.51792 Smoothing Hyper-parameters: 0.090595 0.158514 0.194812 0.290827 0.280575 0.082511 0.089324 Expected Total MS Cnt: 15.0728 Backgound Scale: 1.05047. ITERATION NUMBER 287. Current Log-Posterior: 163749 Step Size: -39731.81309 Smoothing Hyper-parameters: 0.210650 0.115462 0.234807 0.235562 0.185560 0.160682 0.193582 Expected Total MS Cnt: 25.6709 Backgound Scale: 1.04316. ITERATION NUMBER 288. Current Log-Posterior: 94338.1 Step Size: -69410.45386 Smoothing Hyper-parameters: 0.242577 0.090108 0.238709 0.184786 0.096804 0.181136 0.272962 Expected Total MS Cnt: 28.442 Backgound Scale: 1.02406. ITERATION NUMBER 289. Current Log-Posterior: 92950.6 Step Size: -1387.505289 Smoothing Hyper-parameters: 0.208475 0.367047 0.300568 0.207690 0.200264 0.130743 0.236526 Expected Total MS Cnt: 38.1287 Backgound Scale: 1.03514. ITERATION NUMBER 290. Current Log-Posterior: 75589.3 Step Size: -17361.32753 Smoothing Hyper-parameters: 0.180397 0.252141 0.360259 0.291027 0.195902 0.175684 0.266375 Expected Total MS Cnt: 36.5521 Backgound Scale: 1.03071. ITERATION NUMBER 291. Current Log-Posterior: 87435.1 Step Size: 11845.82965 Smoothing Hyper-parameters: 0.159623 0.075217 0.213189 0.287014 0.149245 0.164179 0.218214 Expected Total MS Cnt: 35.5148 Backgound Scale: 1.02016. ITERATION NUMBER 292. Current Log-Posterior: 125775 Step Size: 38339.40032 Smoothing Hyper-parameters: 0.109625 0.139733 0.226359 0.249652 0.135080 0.207148 0.188849 Expected Total MS Cnt: 26.1454 Backgound Scale: 1.04788. ITERATION NUMBER 293. Current Log-Posterior: 140486 Step Size: 14711.65823 Smoothing Hyper-parameters: 0.117795 0.221734 0.222852 0.274869 0.301818 0.204435 0.222336 Expected Total MS Cnt: 23.7517 Backgound Scale: 1.03887. ITERATION NUMBER 294. Current Log-Posterior: 125517 Step Size: -14968.7446 Smoothing Hyper-parameters: 0.151467 0.106018 0.318708 0.293675 0.160524 0.256807 0.221144 Expected Total MS Cnt: 23.0085 Backgound Scale: 1.02641. ITERATION NUMBER 295. Current Log-Posterior: 115973 Step Size: -9544.873005 Smoothing Hyper-parameters: 0.141576 0.105186 0.137649 0.313486 0.143376 0.263658 0.152900 Expected Total MS Cnt: 24.9993 Backgound Scale: 1.03513. ITERATION NUMBER 296. Current Log-Posterior: 125724 Step Size: 9751.183086 Smoothing Hyper-parameters: 0.236049 0.047996 0.147230 0.222809 0.245795 0.268598 0.112166 Expected Total MS Cnt: 21.0916 Backgound Scale: 1.02233. ITERATION NUMBER 297. Current Log-Posterior: 126978 Step Size: 1254.648353 Smoothing Hyper-parameters: 0.110066 0.168866 0.203769 0.310778 0.209691 0.077758 0.294192 Expected Total MS Cnt: 19.911 Backgound Scale: 1.03605. ITERATION NUMBER 298. Current Log-Posterior: 136548 Step Size: 9569.228335 Smoothing Hyper-parameters: 0.168667 0.052306 0.094707 0.168426 0.222521 0.291590 0.164764 Expected Total MS Cnt: 23.821 Backgound Scale: 1.01455. ITERATION NUMBER 299. Current Log-Posterior: 142048 Step Size: 5500.313807 Smoothing Hyper-parameters: 0.137174 0.103435 0.154592 0.075704 0.261025 0.262238 0.264195 Expected Total MS Cnt: 17.3287 Backgound Scale: 1.03293. ITERATION NUMBER 300. Current Log-Posterior: 129457 Step Size: -12591.07836 Smoothing Hyper-parameters: 0.117984 0.055075 0.141747 0.220438 0.349066 0.173939 0.132322 Expected Total MS Cnt: 14.2389 Backgound Scale: 1.01502. ITERATION NUMBER 301. Current Log-Posterior: 166283 Step Size: 36826.65835 Smoothing Hyper-parameters: 0.060560 0.103828 0.120538 0.163051 0.200195 0.078854 0.272081 Expected Total MS Cnt: 22.5373 Backgound Scale: 1.02923. ITERATION NUMBER 302. Current Log-Posterior: 238302 Step Size: 72018.98318 Smoothing Hyper-parameters: 0.153596 0.124393 0.232789 0.116868 0.237392 0.301786 0.263897 Expected Total MS Cnt: 21.1807 Backgound Scale: 1.03031. ITERATION NUMBER 303. Current Log-Posterior: 114395 Step Size: -123907.0507 Smoothing Hyper-parameters: 0.208667 0.160963 0.187933 0.179179 0.186240 0.254367 0.151360 Expected Total MS Cnt: 27.85 Backgound Scale: 1.03563. ITERATION NUMBER 304. Current Log-Posterior: 86565.7 Step Size: -27829.72573 Smoothing Hyper-parameters: 0.339382 0.085623 0.127535 0.125765 0.181331 0.131655 0.194463 Expected Total MS Cnt: 23.7083 Backgound Scale: 1.03769. ITERATION NUMBER 305. Current Log-Posterior: 84218.4 Step Size: -2347.331638 Smoothing Hyper-parameters: 0.139527 0.121366 0.214668 0.153120 0.093426 0.192244 0.266551 Expected Total MS Cnt: 19.4811 Backgound Scale: 1.01501. ITERATION NUMBER 306. Current Log-Posterior: 121760 Step Size: 37541.30934 Smoothing Hyper-parameters: 0.051430 0.153500 0.203055 0.166236 0.069462 0.116282 0.307823 Expected Total MS Cnt: 21.4784 Backgound Scale: 1.00883. ITERATION NUMBER 307. Current Log-Posterior: 263632 Step Size: 141872.3241 Smoothing Hyper-parameters: 0.208058 0.071910 0.114076 0.215575 0.034738 0.241480 0.198555 Expected Total MS Cnt: 8.00175 Backgound Scale: 1.02872. ITERATION NUMBER 308. Current Log-Posterior: 116921 Step Size: -146710.7605 Smoothing Hyper-parameters: 0.237305 0.077080 0.200983 0.252614 0.082311 0.259611 0.209341 Expected Total MS Cnt: 11.1189 Backgound Scale: 1.03374. ITERATION NUMBER 309. Current Log-Posterior: 100176 Step Size: -16745.28702 Smoothing Hyper-parameters: 0.119904 0.307574 0.295479 0.028720 0.162670 0.180205 0.182434 Expected Total MS Cnt: 8.43217 Backgound Scale: 1.03987. ITERATION NUMBER 310. Current Log-Posterior: 123990 Step Size: 23813.63015 Smoothing Hyper-parameters: 0.083980 0.121912 0.166402 0.160960 0.079062 0.190300 0.259767 Expected Total MS Cnt: 14.5355 Backgound Scale: 1.04052. ITERATION NUMBER 311. Current Log-Posterior: 178564 Step Size: 54574.12789 Smoothing Hyper-parameters: 0.295707 0.100794 0.339988 0.177146 0.062047 0.280561 0.067353 Expected Total MS Cnt: 15.6797 Backgound Scale: 1.02656. ITERATION NUMBER 312. Current Log-Posterior: 80219.6 Step Size: -98344.10109 Smoothing Hyper-parameters: 0.054987 0.244328 0.355961 0.249185 0.146481 0.156142 0.227499 Expected Total MS Cnt: 11.1897 Backgound Scale: 1.02553. ITERATION NUMBER 313. Current Log-Posterior: 238767 Step Size: 158547.1589 Smoothing Hyper-parameters: 0.155333 0.182218 0.049320 0.121350 0.100522 0.271678 0.147314 Expected Total MS Cnt: 9.9732 Backgound Scale: 1.02837. ITERATION NUMBER 314. Current Log-Posterior: 116289 Step Size: -122477.5959 Smoothing Hyper-parameters: 0.044114 0.201968 0.058677 0.218224 0.163461 0.186913 0.159228 Expected Total MS Cnt: 3.29627 Backgound Scale: 1.01539. ITERATION NUMBER 315. Current Log-Posterior: 305403 Step Size: 189114.264 Smoothing Hyper-parameters: 0.334047 0.184707 0.095554 0.201299 0.060741 0.281921 0.234229 Expected Total MS Cnt: 8.41688 Backgound Scale: 1.02465. ITERATION NUMBER 316. Current Log-Posterior: 68534.7 Step Size: -236868.7813 Smoothing Hyper-parameters: 0.113504 0.049313 0.164121 0.068255 0.254854 0.197982 0.141819 Expected Total MS Cnt: 8.62817 Backgound Scale: 1.0336. ITERATION NUMBER 317. Current Log-Posterior: 180103 Step Size: 111568.288 Smoothing Hyper-parameters: 0.166480 0.183419 0.149101 0.037376 0.221235 0.297056 0.193597 Expected Total MS Cnt: 4.97593 Backgound Scale: 1.04429. ITERATION NUMBER 318. Current Log-Posterior: 104018 Step Size: -76084.87078 Smoothing Hyper-parameters: 0.165766 0.026782 0.232823 0.230447 0.254221 0.181811 0.140165 Expected Total MS Cnt: 1.77734 Backgound Scale: 1.02203. ITERATION NUMBER 319. Current Log-Posterior: 194662 Step Size: 90644.23923 Smoothing Hyper-parameters: 0.220028 0.089183 0.055807 0.205656 0.050918 0.172886 0.095574 Expected Total MS Cnt: 4.75005 Backgound Scale: 1.02369. ITERATION NUMBER 320. Current Log-Posterior: 109464 Step Size: -85198.48658 Smoothing Hyper-parameters: 0.067521 0.087489 0.162986 0.151467 0.083687 0.288117 0.086591 Expected Total MS Cnt: 4.07883 Backgound Scale: 1.0177. ITERATION NUMBER 321. Current Log-Posterior: 226362 Step Size: 116897.7571 Smoothing Hyper-parameters: 0.169123 0.159106 0.243263 0.117796 0.100290 0.190419 0.163544 Expected Total MS Cnt: 8.64766 Backgound Scale: 1.03338. ITERATION NUMBER 322. Current Log-Posterior: 101259 Step Size: -125102.8364 Smoothing Hyper-parameters: 0.183056 0.137019 0.084739 0.116079 0.224401 0.286651 0.138669 Expected Total MS Cnt: 6.12685 Backgound Scale: 1.04328. ITERATION NUMBER 323. Current Log-Posterior: 104264 Step Size: 3005.704698 Smoothing Hyper-parameters: 0.098381 0.129658 0.204743 0.227749 0.190687 0.191417 0.081410 Expected Total MS Cnt: 3.17461 Backgound Scale: 1.0319. ITERATION NUMBER 324. Current Log-Posterior: 154522 Step Size: 50257.63308 Smoothing Hyper-parameters: 0.121370 0.199897 0.098481 0.115935 0.161083 0.064804 0.224840 Expected Total MS Cnt: 8.56553 Backgound Scale: 1.03257. ITERATION NUMBER 325. Current Log-Posterior: 129642 Step Size: -24880.29091 Smoothing Hyper-parameters: 0.297873 0.216291 0.212099 0.327376 0.199692 0.197035 0.135064 Expected Total MS Cnt: 4.98954 Backgound Scale: 1.02674. ITERATION NUMBER 326. Current Log-Posterior: 65793.6 Step Size: -63848.18869 Smoothing Hyper-parameters: 0.193913 0.059290 0.221466 0.149405 0.156409 0.176182 0.186574 Expected Total MS Cnt: 7.2852 Backgound Scale: 1.03185. ITERATION NUMBER 327. Current Log-Posterior: 124444 Step Size: 58650.88798 Smoothing Hyper-parameters: 0.025404 0.207771 0.262459 0.049155 0.107144 0.210131 0.186069 Expected Total MS Cnt: 6.82214 Backgound Scale: 1.03157. ITERATION NUMBER 328. Current Log-Posterior: 506810 Step Size: 382365.0029 Smoothing Hyper-parameters: 0.200688 0.229300 0.160309 0.243961 0.081574 0.152662 0.265908 Expected Total MS Cnt: 7.72555 Backgound Scale: 1.01596. ITERATION NUMBER 329. Current Log-Posterior: 85212.2 Step Size: -421597.3139 Smoothing Hyper-parameters: 0.096389 0.125913 0.066423 0.294145 0.337120 0.233813 0.123174 Expected Total MS Cnt: 13.2868 Backgound Scale: 1.03702. ITERATION NUMBER 330. Current Log-Posterior: 167617 Step Size: 82404.90286 Smoothing Hyper-parameters: 0.129201 0.152010 0.246188 0.172009 0.171223 0.220933 0.302457 Expected Total MS Cnt: 7.87803 Backgound Scale: 1.02483. ITERATION NUMBER 331. Current Log-Posterior: 122312 Step Size: -45305.44871 Smoothing Hyper-parameters: 0.248906 0.080096 0.167702 0.096224 0.156647 0.175987 0.194243 Expected Total MS Cnt: 11.3022 Backgound Scale: 1.02582. ITERATION NUMBER 332. Current Log-Posterior: 99605.2 Step Size: -22706.42819 Smoothing Hyper-parameters: 0.306840 0.227976 0.066936 0.304198 0.264880 0.184228 0.312460 Expected Total MS Cnt: 15.6326 Backgound Scale: 1.01648. ITERATION NUMBER 333. Current Log-Posterior: 70045.1 Step Size: -29560.13692 Smoothing Hyper-parameters: 0.192898 0.268191 0.161194 0.172102 0.111920 0.081146 0.189241 Expected Total MS Cnt: 12.9965 Backgound Scale: 1.0195. ITERATION NUMBER 334. Current Log-Posterior: 86976.5 Step Size: 16931.4592 Smoothing Hyper-parameters: 0.194158 0.229022 0.225688 0.198314 0.017806 0.210166 0.203570 Expected Total MS Cnt: 10.2297 Backgound Scale: 1.0342. ITERATION NUMBER 335. Current Log-Posterior: 87713.5 Step Size: 737.0043377 Smoothing Hyper-parameters: 0.226057 0.016717 0.121335 0.129862 0.144663 0.064345 0.066795 Expected Total MS Cnt: 7.69575 Backgound Scale: 1.02714. ITERATION NUMBER 336. Current Log-Posterior: 249627 Step Size: 161913.7986 Smoothing Hyper-parameters: 0.030822 0.094021 0.129011 0.269555 0.287127 0.245258 0.233623 Expected Total MS Cnt: 6.1578 Backgound Scale: 1.02729. ITERATION NUMBER 337. Current Log-Posterior: 435386 Step Size: 185758.9061 Smoothing Hyper-parameters: 0.024821 0.351981 0.198112 0.146063 0.090114 0.201589 0.178656 Expected Total MS Cnt: 2.93802 Backgound Scale: 1.03856. ITERATION NUMBER 338. Current Log-Posterior: 507274 Step Size: 71888.16604 Smoothing Hyper-parameters: 0.334900 0.073909 0.235488 0.213825 0.242257 0.030120 0.085017 Expected Total MS Cnt: 0.466317 Backgound Scale: 1.02233. ITERATION NUMBER 339. Current Log-Posterior: 86470.7 Step Size: -420803.74 Smoothing Hyper-parameters: 0.041071 0.209190 0.219651 0.187424 0.136391 0.284902 0.097494 Expected Total MS Cnt: 0.798885 Backgound Scale: 1.02952. ITERATION NUMBER 340. Current Log-Posterior: 314759 Step Size: 228288.6242 Smoothing Hyper-parameters: 0.154622 0.295798 0.154729 0.071237 0.346195 0.189710 0.075148 Expected Total MS Cnt: 3.03447 Backgound Scale: 1.03524. ITERATION NUMBER 341. Current Log-Posterior: 101105 Step Size: -213653.8822 Smoothing Hyper-parameters: 0.197573 0.198371 0.217819 0.171022 0.135266 0.158518 0.116563 Expected Total MS Cnt: 0.0897142 Backgound Scale: 1.02952. ITERATION NUMBER 342. Current Log-Posterior: 87060.9 Step Size: -14044.46872 Smoothing Hyper-parameters: 0.275652 0.225260 0.058411 0.085493 0.260949 0.220811 0.062774 Expected Total MS Cnt: 0.422235 Backgound Scale: 1.01808. ITERATION NUMBER 343. Current Log-Posterior: 78237.6 Step Size: -8823.303843 Smoothing Hyper-parameters: 0.097198 0.087403 0.086070 0.304960 0.057913 0.064925 0.190256 Expected Total MS Cnt: 1.88032 Backgound Scale: 1.03435. ITERATION NUMBER 344. Current Log-Posterior: 172976 Step Size: 94737.9397 Smoothing Hyper-parameters: 0.177452 0.177492 0.169013 0.217953 0.027059 0.078089 0.068111 Expected Total MS Cnt: 0.985538 Backgound Scale: 1.03448. ITERATION NUMBER 345. Current Log-Posterior: 97202.7 Step Size: -75772.86008 Smoothing Hyper-parameters: 0.020805 0.031623 0.175859 0.105988 0.035227 0.043499 0.117952 Expected Total MS Cnt: 0.471511 Backgound Scale: 1.03351. ITERATION NUMBER 346. Current Log-Posterior: 694020 Step Size: 596817.7631 Smoothing Hyper-parameters: 0.082087 0.129368 0.142882 0.245323 0.209868 0.144461 0.238674 Expected Total MS Cnt: 0.773925 Backgound Scale: 1.01712. ITERATION NUMBER 347. Current Log-Posterior: 181091 Step Size: -512929.8036 Smoothing Hyper-parameters: 0.128359 0.297999 0.138266 0.181810 0.148541 0.154690 0.124696 Expected Total MS Cnt: 2.05523 Backgound Scale: 1.02741. ITERATION NUMBER 348. Current Log-Posterior: 116821 Step Size: -64270.15612 Smoothing Hyper-parameters: 0.144964 0.167904 0.272345 0.175057 0.069236 0.219994 0.317359 Expected Total MS Cnt: 2.13904 Backgound Scale: 1.04236. ITERATION NUMBER 349. Current Log-Posterior: 112322 Step Size: -4498.332279 Smoothing Hyper-parameters: 0.263572 0.321419 0.180827 0.223397 0.197172 0.139314 0.145931 Expected Total MS Cnt: 0.258347 Backgound Scale: 1.03456. ITERATION NUMBER 350. Current Log-Posterior: 66926.1 Step Size: -45396.12525 Smoothing Hyper-parameters: 0.207903 0.061708 0.259315 0.081594 0.209469 0.188047 0.149671 Expected Total MS Cnt: 0.381414 Backgound Scale: 1.02243. ITERATION NUMBER 351. Current Log-Posterior: 116673 Step Size: 49746.5781 Smoothing Hyper-parameters: 0.130508 0.073797 0.111780 0.127866 0.209469 0.187996 0.138018 Expected Total MS Cnt: 0.514442 Backgound Scale: 1.01734. ITERATION NUMBER 352. Current Log-Posterior: 147363 Step Size: 30690.35485 Smoothing Hyper-parameters: 0.140571 0.296475 0.131365 0.057967 0.032439 0.242429 0.110093 Expected Total MS Cnt: 0.373249 Backgound Scale: 1.04188. ITERATION NUMBER 353. Current Log-Posterior: 109994 Step Size: -37368.94235 Smoothing Hyper-parameters: 0.105138 0.180514 0.149549 0.170885 0.216381 0.184268 0.109064 Expected Total MS Cnt: 0.25308 Backgound Scale: 1.01117. ITERATION NUMBER 354. Current Log-Posterior: 142212 Step Size: 32217.51797 Smoothing Hyper-parameters: 0.076348 0.207965 0.183659 0.152246 0.138982 0.202153 0.111360 Expected Total MS Cnt: 0.646093 Backgound Scale: 1.01156. ITERATION NUMBER 355. Current Log-Posterior: 179497 Step Size: 37285.38875 Smoothing Hyper-parameters: 0.144740 0.208600 0.094872 0.134363 0.369787 0.189050 0.150459 Expected Total MS Cnt: 1.4463 Backgound Scale: 1.03982. ITERATION NUMBER 356. Current Log-Posterior: 112822 Step Size: -66675.27978 Smoothing Hyper-parameters: 0.011938 0.113517 0.072846 0.107643 0.169158 0.078405 0.157944 Expected Total MS Cnt: 0.0785344 Backgound Scale: 1.02942. ITERATION NUMBER 357. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.192232 0.235025 0.131227 0.087086 0.203546 0.065693 0.143105 Expected Total MS Cnt: 0.204029 Backgound Scale: 1.02754. ITERATION NUMBER 358. Current Log-Posterior: 89376.7 Step Size: -inf Smoothing Hyper-parameters: 0.129760 0.155190 0.277927 0.109302 0.213173 0.231619 0.026445 Expected Total MS Cnt: 1.13468 Backgound Scale: 1.02983. ITERATION NUMBER 359. Current Log-Posterior: 122259 Step Size: 32882.27988 Smoothing Hyper-parameters: 0.095965 0.184575 0.213620 0.297559 0.155903 0.058002 0.166045 Expected Total MS Cnt: 0.609097 Backgound Scale: 1.02012. ITERATION NUMBER 360. Current Log-Posterior: 152733 Step Size: 30474.15849 Smoothing Hyper-parameters: 0.246935 0.133585 0.177654 0.183623 0.147167 0.096782 0.059477 Expected Total MS Cnt: 1.60919 Backgound Scale: 1.0203. ITERATION NUMBER 361. Current Log-Posterior: 83322.5 Step Size: -69410.66019 Smoothing Hyper-parameters: 0.216224 0.191117 0.117988 0.094120 0.070691 0.058929 0.307783 Expected Total MS Cnt: 3.01791 Backgound Scale: 1.01992. ITERATION NUMBER 362. Current Log-Posterior: 87622.9 Step Size: 4300.399117 Smoothing Hyper-parameters: 0.064499 0.149102 0.078606 0.111117 0.144138 0.159573 0.274053 Expected Total MS Cnt: 2.65432 Backgound Scale: 1.0285. ITERATION NUMBER 363. Current Log-Posterior: 222635 Step Size: 135011.9649 Smoothing Hyper-parameters: 0.094321 0.219352 0.074889 0.065441 0.142110 0.074202 0.100593 Expected Total MS Cnt: 2.1227 Backgound Scale: 1.01503. ITERATION NUMBER 364. Current Log-Posterior: 160393 Step Size: -62242.19053 Smoothing Hyper-parameters: 0.213512 0.278388 0.129345 0.215212 0.271691 0.169754 0.232208 Expected Total MS Cnt: 1.27153 Backgound Scale: 1.0201. ITERATION NUMBER 365. Current Log-Posterior: 80460.5 Step Size: -79932.14353 Smoothing Hyper-parameters: 0.319908 0.323731 0.192858 0.327457 0.068270 0.196296 0.221386 Expected Total MS Cnt: 1.37206 Backgound Scale: 1.03548. ITERATION NUMBER 366. Current Log-Posterior: 58640.2 Step Size: -21820.31797 Smoothing Hyper-parameters: 0.182574 0.097780 0.248469 0.135846 0.087177 0.078287 0.156275 Expected Total MS Cnt: 2.37529 Backgound Scale: 1.0265. ITERATION NUMBER 367. Current Log-Posterior: 106895 Step Size: 48254.66326 Smoothing Hyper-parameters: 0.194490 0.181563 0.190227 0.043700 0.170276 0.219568 0.088226 Expected Total MS Cnt: 2.83382 Backgound Scale: 1.02176. ITERATION NUMBER 368. Current Log-Posterior: 93260.3 Step Size: -13634.59493 Smoothing Hyper-parameters: 0.194145 0.256191 0.146466 0.122885 0.078197 0.246037 0.196740 Expected Total MS Cnt: 0.339215 Backgound Scale: 1.0251. ITERATION NUMBER 369. Current Log-Posterior: 87114.2 Step Size: -6146.05384 Smoothing Hyper-parameters: 0.188277 0.009638 0.203824 0.096918 0.133625 0.088627 0.099334 Expected Total MS Cnt: 4.49484 Backgound Scale: 1.02437. ITERATION NUMBER 370. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.037206 0.128623 0.114321 0.094042 0.133042 0.100313 0.056185 Expected Total MS Cnt: 2.49047 Backgound Scale: 1.0296. ITERATION NUMBER 371. Current Log-Posterior: 360368 Step Size: -inf Smoothing Hyper-parameters: 0.199658 0.164115 0.087152 0.262810 0.050723 0.218849 0.123408 Expected Total MS Cnt: 7.53052 Backgound Scale: 1.02103. ITERATION NUMBER 372. Current Log-Posterior: 94979.2 Step Size: -265388.4659 Smoothing Hyper-parameters: 0.113415 0.060554 0.129554 0.139768 0.115346 0.215664 0.191243 Expected Total MS Cnt: 4.31455 Backgound Scale: 1.02863. ITERATION NUMBER 373. Current Log-Posterior: 167891 Step Size: 72911.76975 Smoothing Hyper-parameters: 0.282017 0.206989 0.194225 0.172250 0.218778 0.143500 0.185128 Expected Total MS Cnt: 4.29364 Backgound Scale: 1.02858. ITERATION NUMBER 374. Current Log-Posterior: 68952.8 Step Size: -98938.24738 Smoothing Hyper-parameters: 0.097113 0.163975 0.199866 0.126740 0.030396 0.218164 0.028731 Expected Total MS Cnt: 3.0409 Backgound Scale: 1.0498. ITERATION NUMBER 375. Current Log-Posterior: 153142 Step Size: 84189.45377 Smoothing Hyper-parameters: 0.180077 0.311721 0.078486 0.104397 0.206134 0.300198 0.085090 Expected Total MS Cnt: 4.00626 Backgound Scale: 1.0392. ITERATION NUMBER 376. Current Log-Posterior: 93756.6 Step Size: -59385.60856 Smoothing Hyper-parameters: 0.169852 0.120719 0.086271 0.052461 0.087950 0.181648 0.194351 Expected Total MS Cnt: 3.67713 Backgound Scale: 1.03448. ITERATION NUMBER 377. Current Log-Posterior: 114479 Step Size: 20722.78435 Smoothing Hyper-parameters: 0.037580 0.023738 0.317029 0.188587 0.059052 0.106980 0.193488 Expected Total MS Cnt: 4.68105 Backgound Scale: 1.02416. ITERATION NUMBER 378. Current Log-Posterior: 457862 Step Size: 343382.6891 Smoothing Hyper-parameters: 0.118487 0.065934 0.117207 0.130466 0.070536 0.166444 0.168369 Expected Total MS Cnt: 1.29148 Backgound Scale: 1.03058. ITERATION NUMBER 379. Current Log-Posterior: 159010 Step Size: -298852.4208 Smoothing Hyper-parameters: 0.219801 0.156742 0.159371 0.185958 0.101308 0.210118 0.059957 Expected Total MS Cnt: 0.925214 Backgound Scale: 1.01827. ITERATION NUMBER 380. Current Log-Posterior: 86568.5 Step Size: -72441.20868 Smoothing Hyper-parameters: 0.151322 0.143132 0.169621 0.268858 0.113006 0.135661 0.071207 Expected Total MS Cnt: 0.707092 Backgound Scale: 1.0094. ITERATION NUMBER 381. Current Log-Posterior: 112073 Step Size: 25504.23647 Smoothing Hyper-parameters: 0.120724 0.203230 0.044138 0.234710 0.106402 0.262322 0.219527 Expected Total MS Cnt: 1.42194 Backgound Scale: 1.0212. ITERATION NUMBER 382. Current Log-Posterior: 137652 Step Size: 25579.47583 Smoothing Hyper-parameters: 0.318986 0.224542 0.169743 0.198069 0.217827 0.011623 0.041152 Expected Total MS Cnt: 1.6685 Backgound Scale: 1.02078. ITERATION NUMBER 383. Current Log-Posterior: 64439.9 Step Size: -73212.28598 Smoothing Hyper-parameters: 0.251166 0.130773 0.216044 0.304741 0.063041 0.079832 0.262528 Expected Total MS Cnt: 0.138811 Backgound Scale: 1.02186. ITERATION NUMBER 384. Current Log-Posterior: 81938.3 Step Size: 17498.45109 Smoothing Hyper-parameters: 0.181783 0.110773 0.305018 0.131033 0.219582 0.068748 0.092575 Expected Total MS Cnt: 1.0975 Backgound Scale: 1.05139. ITERATION NUMBER 385. Current Log-Posterior: 102373 Step Size: 20434.56303 Smoothing Hyper-parameters: 0.179915 0.247278 0.176999 0.102418 0.246049 0.173371 0.164055 Expected Total MS Cnt: 0.0269686 Backgound Scale: 1.03727. ITERATION NUMBER 386. Current Log-Posterior: 90895.1 Step Size: -11477.75354 Smoothing Hyper-parameters: 0.132995 0.079514 0.154843 0.167792 0.109500 0.163608 0.168678 Expected Total MS Cnt: 1.57386 Backgound Scale: 1.03515. ITERATION NUMBER 387. Current Log-Posterior: 140176 Step Size: 49281.18574 Smoothing Hyper-parameters: 0.191458 0.246056 0.056814 0.140420 0.230932 0.193011 0.302175 Expected Total MS Cnt: 0.699065 Backgound Scale: 1.02681. ITERATION NUMBER 388. Current Log-Posterior: 96468.5 Step Size: -43707.87368 Smoothing Hyper-parameters: 0.191458 0.080392 0.310151 0.228054 0.307103 0.084030 0.151498 Expected Total MS Cnt: 1.76415 Backgound Scale: 1.02115. ITERATION NUMBER 389. Current Log-Posterior: 108835 Step Size: 12366.62429 Smoothing Hyper-parameters: 0.202783 0.178446 0.297878 0.186576 0.118374 0.208037 0.226862 Expected Total MS Cnt: 3.4197 Backgound Scale: 1.02612. ITERATION NUMBER 390. Current Log-Posterior: 85713.6 Step Size: -23121.45405 Smoothing Hyper-parameters: 0.029388 0.063361 0.192742 0.365554 0.119913 0.192884 0.185381 Expected Total MS Cnt: 9.38569 Backgound Scale: 1.03328. ITERATION NUMBER 391. Current Log-Posterior: 469956 Step Size: 384242.71 Smoothing Hyper-parameters: 0.165471 0.300093 0.179758 0.275460 0.198816 0.024188 0.119510 Expected Total MS Cnt: 3.10169 Backgound Scale: 1.03394. ITERATION NUMBER 392. Current Log-Posterior: 94483.5 Step Size: -375472.798 Smoothing Hyper-parameters: 0.242380 0.139515 0.297052 0.145363 0.251450 0.016938 0.138910 Expected Total MS Cnt: 2.34189 Backgound Scale: 1.03461. ITERATION NUMBER 393. Current Log-Posterior: 83189.2 Step Size: -11294.33493 Smoothing Hyper-parameters: 0.050214 0.193882 0.255402 0.039484 0.192636 0.088465 0.135921 Expected Total MS Cnt: 2.16281 Backgound Scale: 1.02024. ITERATION NUMBER 394. Current Log-Posterior: 273145 Step Size: 189955.9207 Smoothing Hyper-parameters: 0.121269 0.070994 0.119629 0.156751 0.108397 0.172977 0.155734 Expected Total MS Cnt: 6.64505 Backgound Scale: 1.03323. ITERATION NUMBER 395. Current Log-Posterior: 153162 Step Size: -119982.6359 Smoothing Hyper-parameters: 0.174875 0.219376 0.104719 0.140318 0.236288 0.161013 0.179310 Expected Total MS Cnt: 4.46627 Backgound Scale: 1.01802. ITERATION NUMBER 396. Current Log-Posterior: 98707.5 Step Size: -54454.95419 Smoothing Hyper-parameters: 0.054483 0.101025 0.137005 0.219975 0.280081 0.138570 0.266003 Expected Total MS Cnt: 2.7292 Backgound Scale: 1.02146. ITERATION NUMBER 397. Current Log-Posterior: 262191 Step Size: 163483.6046 Smoothing Hyper-parameters: 0.245276 0.054013 0.176886 0.198700 0.033080 0.171444 0.138309 Expected Total MS Cnt: 0.934073 Backgound Scale: 1.03783. ITERATION NUMBER 398. Current Log-Posterior: 115692 Step Size: -146499.633 Smoothing Hyper-parameters: 0.230724 0.111691 0.235598 0.066635 0.234596 0.053507 0.201441 Expected Total MS Cnt: 1.27676 Backgound Scale: 1.01622. ITERATION NUMBER 399. Current Log-Posterior: 91814.9 Step Size: -23876.65014 Smoothing Hyper-parameters: 0.151350 0.073752 0.227106 0.103550 0.099269 0.222332 0.157923 Expected Total MS Cnt: 0.446958 Backgound Scale: 1.02503. ITERATION NUMBER 400. Current Log-Posterior: 132214 Step Size: 40399.04472 Smoothing Hyper-parameters: 0.332692 0.144315 0.188779 0.152726 0.197893 0.228435 0.239265 Expected Total MS Cnt: 0.613163 Backgound Scale: 1.02348. ITERATION NUMBER 401. Current Log-Posterior: 69077.5 Step Size: -63136.43982 Smoothing Hyper-parameters: 0.247564 0.084099 0.054786 0.102374 0.142946 0.153006 0.080623 Expected Total MS Cnt: 0.27106 Backgound Scale: 1.02374. ITERATION NUMBER 402. Current Log-Posterior: 106546 Step Size: 37468.23314 Smoothing Hyper-parameters: 0.361919 0.172468 0.202840 0.289606 0.160282 0.067007 0.143750 Expected Total MS Cnt: 0.286975 Backgound Scale: 1.02279. ITERATION NUMBER 403. Current Log-Posterior: 61105.8 Step Size: -45439.89714 Smoothing Hyper-parameters: 0.193068 0.113812 0.106947 0.204481 0.084787 0.007441 0.237317 Expected Total MS Cnt: 1.20283 Backgound Scale: 1.03666. ITERATION NUMBER 404. Current Log-Posterior: 103483 Step Size: 42377.04593 Smoothing Hyper-parameters: 0.059623 0.089585 0.174836 0.150002 0.158658 0.178145 0.074094 Expected Total MS Cnt: 2.39301 Backgound Scale: 1.04709. ITERATION NUMBER 405. Current Log-Posterior: 248721 Step Size: 145237.9633 Smoothing Hyper-parameters: 0.154730 0.228108 0.074474 0.136758 0.091915 0.142109 0.202423 Expected Total MS Cnt: 3.72383 Backgound Scale: 1.03768. ITERATION NUMBER 406. Current Log-Posterior: 109673 Step Size: -139047.6454 Smoothing Hyper-parameters: 0.288705 0.164539 0.240699 0.126462 0.136354 0.195014 0.204945 Expected Total MS Cnt: 6.51695 Backgound Scale: 1.02131. ITERATION NUMBER 407. Current Log-Posterior: 71034.2 Step Size: -38639.00368 Smoothing Hyper-parameters: 0.120682 0.144849 0.112497 0.129118 0.037636 0.206034 0.171241 Expected Total MS Cnt: 3.3091 Backgound Scale: 1.02015. ITERATION NUMBER 408. Current Log-Posterior: 134110 Step Size: 63076.17307 Smoothing Hyper-parameters: 0.142828 0.193085 0.258645 0.242873 0.087945 0.102287 0.237744 Expected Total MS Cnt: 0.678686 Backgound Scale: 1.02707. ITERATION NUMBER 409. Current Log-Posterior: 109915 Step Size: -24195.20371 Smoothing Hyper-parameters: 0.109611 0.159263 0.113910 0.018989 0.130570 0.126076 0.237744 Expected Total MS Cnt: 2.04499 Backgound Scale: 1.02021. ITERATION NUMBER 410. Current Log-Posterior: 154162 Step Size: 44246.45899 Smoothing Hyper-parameters: 0.057234 0.065585 0.109696 0.288074 0.131096 0.080431 0.345815 Expected Total MS Cnt: 3.2269 Backgound Scale: 1.02771. ITERATION NUMBER 411. Current Log-Posterior: 274632 Step Size: 120470.7502 Smoothing Hyper-parameters: 0.238718 0.189655 0.214481 0.161407 0.222190 0.311555 0.159709 Expected Total MS Cnt: 1.62009 Backgound Scale: 1.03805. ITERATION NUMBER 412. Current Log-Posterior: 77347.9 Step Size: -197284.4219 Smoothing Hyper-parameters: 0.022931 0.082309 0.185203 0.142982 0.121916 0.100946 0.246792 Expected Total MS Cnt: 2.31312 Backgound Scale: 1.03488. ITERATION NUMBER 413. Current Log-Posterior: 575989 Step Size: 498641.2332 Smoothing Hyper-parameters: 0.192579 0.109967 0.025308 0.132194 0.186682 0.269607 0.137515 Expected Total MS Cnt: 5.30905 Backgound Scale: 1.03207. ITERATION NUMBER 414. Current Log-Posterior: 127814 Step Size: -448174.7717 Smoothing Hyper-parameters: 0.110090 0.396083 0.281149 0.110847 0.084309 0.135497 0.150490 Expected Total MS Cnt: 4.7645 Backgound Scale: 1.03654. ITERATION NUMBER 415. Current Log-Posterior: 126561 Step Size: -1253.363953 Smoothing Hyper-parameters: 0.008349 0.099102 0.102591 0.150485 0.182150 0.137447 0.029593 Expected Total MS Cnt: 13.1878 Backgound Scale: 1.02818. ITERATION NUMBER 416. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.172308 0.241980 0.166060 0.029890 0.046720 0.066018 0.059925 Expected Total MS Cnt: 5.48868 Backgound Scale: 1.02231. ITERATION NUMBER 417. Current Log-Posterior: 99706 Step Size: -inf Smoothing Hyper-parameters: 0.054069 0.229661 0.133377 0.109600 0.132348 0.069346 0.099014 Expected Total MS Cnt: 2.96304 Backgound Scale: 1.02914. ITERATION NUMBER 418. Current Log-Posterior: 247483 Step Size: 147776.877 Smoothing Hyper-parameters: 0.148375 0.174835 0.169567 0.223772 0.161222 0.173322 0.190026 Expected Total MS Cnt: 5.93398 Backgound Scale: 1.03241. ITERATION NUMBER 419. Current Log-Posterior: 109416 Step Size: -138067.1727 Smoothing Hyper-parameters: 0.132424 0.184211 0.035694 0.076155 0.079074 0.285851 0.170398 Expected Total MS Cnt: 12.2513 Backgound Scale: 1.0351. ITERATION NUMBER 420. Current Log-Posterior: 136899 Step Size: 27483.60744 Smoothing Hyper-parameters: 0.139241 0.243765 0.041569 0.117826 0.063886 0.193923 0.214515 Expected Total MS Cnt: 12.1968 Backgound Scale: 1.03134. ITERATION NUMBER 421. Current Log-Posterior: 124609 Step Size: -12290.10329 Smoothing Hyper-parameters: 0.071496 0.112142 0.215006 0.061773 0.166068 0.146594 0.095714 Expected Total MS Cnt: 4.5628 Backgound Scale: 1.02956. ITERATION NUMBER 422. Current Log-Posterior: 206394 Step Size: 81784.9488 Smoothing Hyper-parameters: 0.275308 0.044937 0.221233 0.042721 0.138894 0.076459 0.172499 Expected Total MS Cnt: 6.41698 Backgound Scale: 1.03793. ITERATION NUMBER 423. Current Log-Posterior: 124160 Step Size: -82233.92604 Smoothing Hyper-parameters: 0.225500 0.155656 0.092186 0.103267 0.228981 0.075994 0.117635 Expected Total MS Cnt: 9.64482 Backgound Scale: 1.02748. ITERATION NUMBER 424. Current Log-Posterior: 89233.8 Step Size: -34926.46911 Smoothing Hyper-parameters: 0.291520 0.097536 0.212743 0.184185 0.008205 0.138625 0.146225 Expected Total MS Cnt: 13.8896 Backgound Scale: 1.02747. ITERATION NUMBER 425. Current Log-Posterior: 87456.9 Step Size: -1776.817893 Smoothing Hyper-parameters: 0.086561 0.055214 0.106088 0.105604 0.198193 0.063552 0.150252 Expected Total MS Cnt: 14.4572 Backgound Scale: 1.02596. ITERATION NUMBER 426. Current Log-Posterior: 206598 Step Size: 119140.6805 Smoothing Hyper-parameters: 0.095335 0.016053 0.116226 0.265370 0.196365 0.142976 0.175208 Expected Total MS Cnt: 13.4552 Backgound Scale: 1.0293. ITERATION NUMBER 427. Current Log-Posterior: 331192 Step Size: 124594.8106 Smoothing Hyper-parameters: 0.310763 0.175733 0.275566 0.245149 0.203591 0.155052 0.153848 Expected Total MS Cnt: 23.8656 Backgound Scale: 1.01439. ITERATION NUMBER 428. Current Log-Posterior: 66523.8 Step Size: -264668.6715 Smoothing Hyper-parameters: 0.195990 0.030585 0.082976 0.087843 0.197329 0.202906 0.244606 Expected Total MS Cnt: 16.696 Backgound Scale: 1.02871. ITERATION NUMBER 429. Current Log-Posterior: 176875 Step Size: 110350.9563 Smoothing Hyper-parameters: 0.038823 0.147315 0.329610 0.191041 0.176277 0.166124 0.257473 Expected Total MS Cnt: 21.8725 Backgound Scale: 1.03613. ITERATION NUMBER 430. Current Log-Posterior: 341343 Step Size: 164467.9447 Smoothing Hyper-parameters: 0.152053 0.069988 0.148152 0.214571 0.235861 0.158725 0.135192 Expected Total MS Cnt: 34.222 Backgound Scale: 1.03061. ITERATION NUMBER 431. Current Log-Posterior: 132977 Step Size: -208365.5852 Smoothing Hyper-parameters: 0.166781 0.126546 0.224941 0.136207 0.091262 0.143439 0.163939 Expected Total MS Cnt: 21.583 Backgound Scale: 1.00639. ITERATION NUMBER 432. Current Log-Posterior: 107202 Step Size: -25775.22235 Smoothing Hyper-parameters: 0.308671 0.209241 0.142913 0.182577 0.165159 0.196924 0.164867 Expected Total MS Cnt: 17.8686 Backgound Scale: 1.03586. ITERATION NUMBER 433. Current Log-Posterior: 65932.4 Step Size: -41269.47561 Smoothing Hyper-parameters: 0.143200 0.088901 0.118200 0.347221 0.151710 0.056062 0.197409 Expected Total MS Cnt: 19.6002 Backgound Scale: 1.03951. ITERATION NUMBER 434. Current Log-Posterior: 130256 Step Size: 64323.93668 Smoothing Hyper-parameters: 0.068704 0.119703 0.211510 0.166460 0.131921 0.118556 0.033628 Expected Total MS Cnt: 18.5989 Backgound Scale: 1.03567. ITERATION NUMBER 435. Current Log-Posterior: 209885 Step Size: 79628.57678 Smoothing Hyper-parameters: 0.105787 0.156875 0.168927 0.267017 0.151898 0.221827 0.056405 Expected Total MS Cnt: 16.0426 Backgound Scale: 1.01318. ITERATION NUMBER 436. Current Log-Posterior: 142576 Step Size: -67308.87184 Smoothing Hyper-parameters: 0.153542 0.219719 0.075967 0.205610 0.241109 0.240419 0.118644 Expected Total MS Cnt: 18.1103 Backgound Scale: 1.01113. ITERATION NUMBER 437. Current Log-Posterior: 109406 Step Size: -33169.57319 Smoothing Hyper-parameters: 0.255659 0.186594 0.204617 0.151026 0.158838 0.108530 0.181657 Expected Total MS Cnt: 25.0386 Backgound Scale: 1.02725. ITERATION NUMBER 438. Current Log-Posterior: 74556.6 Step Size: -34849.85967 Smoothing Hyper-parameters: 0.018529 0.130686 0.275669 0.299319 0.071745 0.077655 0.331328 Expected Total MS Cnt: 19.7342 Backgound Scale: 1.02214. ITERATION NUMBER 439. Current Log-Posterior: 691035 Step Size: 616477.9765 Smoothing Hyper-parameters: 0.112694 0.236261 0.100483 0.108573 0.199990 0.018137 0.126740 Expected Total MS Cnt: 28.2616 Backgound Scale: 1.02289. ITERATION NUMBER 440. Current Log-Posterior: 134676 Step Size: -556358.8843 Smoothing Hyper-parameters: 0.131880 0.111915 0.160560 0.216446 0.188046 0.217958 0.222858 Expected Total MS Cnt: 28.7438 Backgound Scale: 1.01401. ITERATION NUMBER 441. Current Log-Posterior: 129774 Step Size: -4901.86177 Smoothing Hyper-parameters: 0.059624 0.200011 0.288744 0.092957 0.089247 0.211698 0.228913 Expected Total MS Cnt: 34.496 Backgound Scale: 1.02175. ITERATION NUMBER 442. Current Log-Posterior: 227136 Step Size: 97361.78689 Smoothing Hyper-parameters: 0.070579 0.234958 0.308982 0.119706 0.132656 0.056879 0.278403 Expected Total MS Cnt: 18.3488 Backgound Scale: 1.04738. ITERATION NUMBER 443. Current Log-Posterior: 193572 Step Size: -33563.25101 Smoothing Hyper-parameters: 0.053630 0.202532 0.114676 0.048440 0.421295 0.119957 0.141243 Expected Total MS Cnt: 17.3141 Backgound Scale: 1.00529. ITERATION NUMBER 444. Current Log-Posterior: 255230 Step Size: 61657.57239 Smoothing Hyper-parameters: 0.247724 0.104620 0.180833 0.191275 0.110340 0.209438 0.204579 Expected Total MS Cnt: 18.7199 Backgound Scale: 1.02963. ITERATION NUMBER 445. Current Log-Posterior: 88598.1 Step Size: -166631.7724 Smoothing Hyper-parameters: 0.240916 0.040962 0.240363 0.157546 0.097573 0.171231 0.100633 Expected Total MS Cnt: 15.7923 Backgound Scale: 1.04306. ITERATION NUMBER 446. Current Log-Posterior: 135128 Step Size: 46530.10126 Smoothing Hyper-parameters: 0.132612 0.081354 0.191369 0.306957 0.121686 0.166811 0.077090 Expected Total MS Cnt: 15.3573 Backgound Scale: 1.02194. ITERATION NUMBER 447. Current Log-Posterior: 139294 Step Size: 4166.153349 Smoothing Hyper-parameters: 0.151516 0.187040 0.106285 0.211824 0.114864 0.113901 0.112071 Expected Total MS Cnt: 13.307 Backgound Scale: 1.03621. ITERATION NUMBER 448. Current Log-Posterior: 109526 Step Size: -29768.20419 Smoothing Hyper-parameters: 0.230751 0.176608 0.213578 0.199178 0.096024 0.169032 0.101131 Expected Total MS Cnt: 11.5136 Backgound Scale: 1.0247. ITERATION NUMBER 449. Current Log-Posterior: 79581.8 Step Size: -29944.3882 Smoothing Hyper-parameters: 0.215146 0.227184 0.111068 0.220757 0.140932 0.169432 0.201783 Expected Total MS Cnt: 15.4325 Backgound Scale: 1.04084. ITERATION NUMBER 450. Current Log-Posterior: 83208.6 Step Size: 3626.817177 Smoothing Hyper-parameters: 0.175757 0.177208 0.173055 0.149689 0.266601 0.146255 0.122706 Expected Total MS Cnt: 18.7293 Backgound Scale: 1.05182. ITERATION NUMBER 451. Current Log-Posterior: 96581.5 Step Size: 13372.86739 Smoothing Hyper-parameters: 0.076549 0.178474 0.250864 0.113250 0.269114 0.171753 0.036641 Expected Total MS Cnt: 22.5768 Backgound Scale: 1.03167. ITERATION NUMBER 452. Current Log-Posterior: 181036 Step Size: 84454.07453 Smoothing Hyper-parameters: 0.088723 0.206420 0.245487 0.286034 0.180583 0.200213 0.220130 Expected Total MS Cnt: 23.7381 Backgound Scale: 1.03408. ITERATION NUMBER 453. Current Log-Posterior: 159605 Step Size: -21430.67163 Smoothing Hyper-parameters: 0.003880 0.208838 0.148010 0.216493 0.131041 0.235653 0.259371 Expected Total MS Cnt: 25.9474 Backgound Scale: 1.01851. ITERATION NUMBER 454. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.053110 0.141480 0.150731 0.111262 0.312126 0.136916 0.147116 Expected Total MS Cnt: 18.568 Backgound Scale: 1.0249. ITERATION NUMBER 455. Current Log-Posterior: 259379 Step Size: -inf Smoothing Hyper-parameters: 0.114581 0.157993 0.076392 0.164832 0.158566 0.150454 0.179006 Expected Total MS Cnt: 24.7778 Backgound Scale: 1.04138. ITERATION NUMBER 456. Current Log-Posterior: 141930 Step Size: -117449.1088 Smoothing Hyper-parameters: 0.053313 0.160554 0.167906 0.211099 0.246072 0.266308 0.064174 Expected Total MS Cnt: 17.1066 Backgound Scale: 1.0212. ITERATION NUMBER 457. Current Log-Posterior: 254419 Step Size: 112489.3352 Smoothing Hyper-parameters: 0.107299 0.260116 0.250184 0.099428 0.187127 0.201022 0.327129 Expected Total MS Cnt: 20.3745 Backgound Scale: 1.02526. ITERATION NUMBER 458. Current Log-Posterior: 134431 Step Size: -119987.6652 Smoothing Hyper-parameters: 0.068380 0.199744 0.144111 0.112326 0.123411 0.118566 0.203522 Expected Total MS Cnt: 18.2637 Backgound Scale: 1.03394. ITERATION NUMBER 459. Current Log-Posterior: 204380 Step Size: 69948.7733 Smoothing Hyper-parameters: 0.351454 0.071487 0.180059 0.305038 0.169454 0.062361 0.157552 Expected Total MS Cnt: 12.9344 Backgound Scale: 1.02089. ITERATION NUMBER 460. Current Log-Posterior: 88524.1 Step Size: -115856.0726 Smoothing Hyper-parameters: 0.136147 0.224850 0.152945 0.198857 0.019957 0.124366 0.310804 Expected Total MS Cnt: 14.3413 Backgound Scale: 1.0365. ITERATION NUMBER 461. Current Log-Posterior: 116819 Step Size: 28295.03658 Smoothing Hyper-parameters: 0.072524 0.113725 0.053592 0.162326 0.204227 0.232654 0.137597 Expected Total MS Cnt: 17.612 Backgound Scale: 1.02717. ITERATION NUMBER 462. Current Log-Posterior: 211869 Step Size: 95049.41223 Smoothing Hyper-parameters: 0.167142 0.146634 0.199169 0.081868 0.167675 0.182715 0.131482 Expected Total MS Cnt: 21.4638 Backgound Scale: 1.03156. ITERATION NUMBER 463. Current Log-Posterior: 103862 Step Size: -108007.0914 Smoothing Hyper-parameters: 0.177036 0.284712 0.107202 0.196541 0.160044 0.188171 0.225540 Expected Total MS Cnt: 17.0242 Backgound Scale: 1.02515. ITERATION NUMBER 464. Current Log-Posterior: 93409.4 Step Size: -10452.13899 Smoothing Hyper-parameters: 0.062923 0.113253 0.137706 0.106966 0.116680 0.133523 0.178921 Expected Total MS Cnt: 10.3974 Backgound Scale: 1.01733. ITERATION NUMBER 465. Current Log-Posterior: 231856 Step Size: 138446.9217 Smoothing Hyper-parameters: 0.183739 0.010233 0.235155 0.145480 0.156940 0.106863 0.238468 Expected Total MS Cnt: 5.12378 Backgound Scale: 1.03281. ITERATION NUMBER 466. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.179898 0.161467 0.181970 0.183251 0.164920 0.160472 0.233310 Expected Total MS Cnt: 17.0982 Backgound Scale: 1.02121. ITERATION NUMBER 467. Current Log-Posterior: 97490.6 Step Size: -inf Smoothing Hyper-parameters: 0.076431 0.208434 0.328792 0.158262 0.113090 0.250899 0.180055 Expected Total MS Cnt: 15.2741 Backgound Scale: 1.03295. ITERATION NUMBER 468. Current Log-Posterior: 183657 Step Size: 86166.38392 Smoothing Hyper-parameters: 0.133235 0.239255 0.078069 0.168556 0.136382 0.214798 0.127898 Expected Total MS Cnt: 11.4056 Backgound Scale: 1.0316. ITERATION NUMBER 469. Current Log-Posterior: 119525 Step Size: -64131.61438 Smoothing Hyper-parameters: 0.136314 0.066812 0.279124 0.123651 0.277628 0.202924 0.197402 Expected Total MS Cnt: 16.1403 Backgound Scale: 1.03053. ITERATION NUMBER 470. Current Log-Posterior: 142547 Step Size: 23021.52972 Smoothing Hyper-parameters: 0.064478 0.167172 0.229726 0.182486 0.087595 0.013028 0.058830 Expected Total MS Cnt: 14.7706 Backgound Scale: 1.03862. ITERATION NUMBER 471. Current Log-Posterior: 214842 Step Size: 72295.37649 Smoothing Hyper-parameters: 0.176215 0.293759 0.124356 0.268033 0.087595 0.052454 0.270741 Expected Total MS Cnt: 16.1803 Backgound Scale: 1.03084. ITERATION NUMBER 472. Current Log-Posterior: 91798.7 Step Size: -123043.5657 Smoothing Hyper-parameters: 0.152795 0.162571 0.229328 0.153260 0.142884 0.117496 0.156229 Expected Total MS Cnt: 22.9656 Backgound Scale: 1.01353. ITERATION NUMBER 473. Current Log-Posterior: 106503 Step Size: 14703.80352 Smoothing Hyper-parameters: 0.097128 0.116213 0.212554 0.155822 0.140543 0.032555 0.137760 Expected Total MS Cnt: 15.4355 Backgound Scale: 1.03166. ITERATION NUMBER 474. Current Log-Posterior: 159514 Step Size: 53011.02484 Smoothing Hyper-parameters: 0.137823 0.164313 0.262205 0.242145 0.190076 0.128674 0.119704 Expected Total MS Cnt: 10.1942 Backgound Scale: 1.00951. ITERATION NUMBER 475. Current Log-Posterior: 115229 Step Size: -44284.4362 Smoothing Hyper-parameters: 0.013442 0.144645 0.151941 0.166360 0.120658 0.201332 0.234572 Expected Total MS Cnt: 9.53761 Backgound Scale: 1.036. ITERATION NUMBER 476. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.141685 0.259745 0.104648 0.206675 0.106586 0.001838 0.101235 Expected Total MS Cnt: 14.1362 Backgound Scale: 1.03125. ITERATION NUMBER 477. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.021566 0.151934 0.172299 0.206494 0.002202 0.142203 0.218123 Expected Total MS Cnt: 12.9222 Backgound Scale: 1.03267. ITERATION NUMBER 478. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.250876 0.207572 0.205430 0.185664 0.017582 0.153302 0.129341 Expected Total MS Cnt: 14.1559 Backgound Scale: 1.03198. ITERATION NUMBER 479. Current Log-Posterior: 75980.6 Step Size: -inf Smoothing Hyper-parameters: 0.043648 0.195176 0.311868 0.170423 0.242066 0.188138 0.114728 Expected Total MS Cnt: 18.0246 Backgound Scale: 1.02882. ITERATION NUMBER 480. Current Log-Posterior: 301665 Step Size: 225684.4438 Smoothing Hyper-parameters: 0.189935 0.161668 0.105217 0.171985 0.118316 0.059521 0.035646 Expected Total MS Cnt: 9.00668 Backgound Scale: 1.01787. ITERATION NUMBER 481. Current Log-Posterior: 96349.9 Step Size: -205315.1146 Smoothing Hyper-parameters: 0.207822 0.206050 0.173206 0.216523 0.253219 0.117264 0.199901 Expected Total MS Cnt: 9.14649 Backgound Scale: 1.0369. ITERATION NUMBER 482. Current Log-Posterior: 84779.8 Step Size: -11570.1405 Smoothing Hyper-parameters: 0.197394 0.047164 0.146617 0.084193 0.031292 0.293276 0.029595 Expected Total MS Cnt: 9.97037 Backgound Scale: 1.02875. ITERATION NUMBER 483. Current Log-Posterior: 138833 Step Size: 54052.92689 Smoothing Hyper-parameters: 0.126877 0.232470 0.247588 0.132044 0.111971 0.165101 0.191801 Expected Total MS Cnt: 11.0067 Backgound Scale: 1.00978. ITERATION NUMBER 484. Current Log-Posterior: 119241 Step Size: -19591.56736 Smoothing Hyper-parameters: 0.336244 0.216762 0.105673 0.272954 0.064155 0.193174 0.108210 Expected Total MS Cnt: 11.5874 Backgound Scale: 1.04478. ITERATION NUMBER 485. Current Log-Posterior: 64398.9 Step Size: -54842.3005 Smoothing Hyper-parameters: 0.178634 0.192555 0.117536 0.191449 0.133419 0.037414 0.057238 Expected Total MS Cnt: 6.88413 Backgound Scale: 1.04606. ITERATION NUMBER 486. Current Log-Posterior: 97448.2 Step Size: 33049.3558 Smoothing Hyper-parameters: 0.187634 0.131804 0.222937 0.179972 0.206391 0.180868 0.102957 Expected Total MS Cnt: 4.46718 Backgound Scale: 1.03053. ITERATION NUMBER 487. Current Log-Posterior: 97180.4 Step Size: -267.8472445 Smoothing Hyper-parameters: 0.132913 0.243762 0.239673 0.106954 0.076494 0.019268 0.102988 Expected Total MS Cnt: 8.94522 Backgound Scale: 1.03072. ITERATION NUMBER 488. Current Log-Posterior: 115090 Step Size: 17909.58747 Smoothing Hyper-parameters: 0.091786 0.275605 0.059239 0.206623 0.031480 0.185959 0.245527 Expected Total MS Cnt: 11.0602 Backgound Scale: 1.02355. ITERATION NUMBER 489. Current Log-Posterior: 161578 Step Size: 46488.1493 Smoothing Hyper-parameters: 0.121676 0.084342 0.199884 0.015398 0.064111 0.130291 0.211679 Expected Total MS Cnt: 14.4081 Backgound Scale: 1.02616. ITERATION NUMBER 490. Current Log-Posterior: 156680 Step Size: -4898.486472 Smoothing Hyper-parameters: 0.296110 0.172451 0.106099 0.049565 0.114274 0.140214 0.245576 Expected Total MS Cnt: 16.0472 Backgound Scale: 1.03678. ITERATION NUMBER 491. Current Log-Posterior: 75622.1 Step Size: -81057.52012 Smoothing Hyper-parameters: 0.127612 0.087655 0.204030 0.166009 0.126389 0.188641 0.196036 Expected Total MS Cnt: 19.6362 Backgound Scale: 1.03165. ITERATION NUMBER 492. Current Log-Posterior: 138142 Step Size: 62519.93692 Smoothing Hyper-parameters: 0.134380 0.183356 0.161425 0.114802 0.129596 0.169953 0.217480 Expected Total MS Cnt: 8.37542 Backgound Scale: 1.03236. ITERATION NUMBER 493. Current Log-Posterior: 117880 Step Size: -20262.32576 Smoothing Hyper-parameters: 0.250921 0.155537 0.134391 0.074676 0.131483 0.219477 0.321569 Expected Total MS Cnt: 7.86964 Backgound Scale: 1.03117. ITERATION NUMBER 494. Current Log-Posterior: 81993.7 Step Size: -35885.99107 Smoothing Hyper-parameters: 0.133211 0.198126 0.136252 0.154683 0.240744 0.164737 0.288446 Expected Total MS Cnt: 4.00842 Backgound Scale: 1.03955. ITERATION NUMBER 495. Current Log-Posterior: 117320 Step Size: 35326.16366 Smoothing Hyper-parameters: 0.205660 0.131901 0.132646 0.170607 0.137480 0.115029 0.176518 Expected Total MS Cnt: 2.24492 Backgound Scale: 1.02799. ITERATION NUMBER 496. Current Log-Posterior: 94005.3 Step Size: -23314.54111 Smoothing Hyper-parameters: 0.203531 0.188262 0.044741 0.201548 0.161748 0.227667 0.218963 Expected Total MS Cnt: 10.1409 Backgound Scale: 1.03453. ITERATION NUMBER 497. Current Log-Posterior: 98518.8 Step Size: 4513.42415 Smoothing Hyper-parameters: 0.306453 0.152140 0.168978 0.179697 0.140509 0.323905 0.194045 Expected Total MS Cnt: 10.5595 Backgound Scale: 1.03069. ITERATION NUMBER 498. Current Log-Posterior: 71367.4 Step Size: -27151.34248 Smoothing Hyper-parameters: 0.230826 0.140930 0.125196 0.237652 0.176419 0.255427 0.172969 Expected Total MS Cnt: 6.27128 Backgound Scale: 1.03598. ITERATION NUMBER 499. Current Log-Posterior: 86373.3 Step Size: 15005.87474 Smoothing Hyper-parameters: 0.035083 0.140930 0.091426 0.091405 0.174457 0.196153 0.324171 Expected Total MS Cnt: 5.59413 Backgound Scale: 1.03568. ITERATION NUMBER 500. Current Log-Posterior: 377852 Step Size: 291478.9395 Smoothing Hyper-parameters: 0.276000 0.144979 0.113239 0.081318 0.199720 0.116700 0.151325 Expected Total MS Cnt: 5.30629 Backgound Scale: 1.03473. ITERATION NUMBER 501. Current Log-Posterior: 80185.1 Step Size: -297667.1254 Smoothing Hyper-parameters: 0.187117 0.142104 0.255220 0.127970 0.218845 0.211096 0.131673 Expected Total MS Cnt: 10.215 Backgound Scale: 1.04104. ITERATION NUMBER 502. Current Log-Posterior: 96316.1 Step Size: 16130.9413 Smoothing Hyper-parameters: 0.185115 0.102402 0.053992 0.066098 0.153145 0.252760 0.203438 Expected Total MS Cnt: 7.24181 Backgound Scale: 1.03147. ITERATION NUMBER 503. Current Log-Posterior: 116445 Step Size: 20128.71674 Smoothing Hyper-parameters: 0.203770 0.110837 0.221712 0.250192 0.086492 0.296198 0.106678 Expected Total MS Cnt: 7.15769 Backgound Scale: 1.02604. ITERATION NUMBER 504. Current Log-Posterior: 95676.5 Step Size: -20768.25123 Smoothing Hyper-parameters: 0.141013 0.145435 0.031506 0.258093 0.220939 0.321533 0.177339 Expected Total MS Cnt: 12.3523 Backgound Scale: 1.03274. ITERATION NUMBER 505. Current Log-Posterior: 135529 Step Size: 39852.03989 Smoothing Hyper-parameters: 0.130859 0.085582 0.117132 0.192766 0.142007 0.304552 0.193358 Expected Total MS Cnt: 8.68663 Backgound Scale: 1.03432. ITERATION NUMBER 506. Current Log-Posterior: 140359 Step Size: 4830.005001 Smoothing Hyper-parameters: 0.136746 0.198052 0.191009 0.246034 0.212609 0.299980 0.095594 Expected Total MS Cnt: 3.60177 Backgound Scale: 1.00955. ITERATION NUMBER 507. Current Log-Posterior: 113622 Step Size: -26736.42132 Smoothing Hyper-parameters: 0.195895 0.198052 0.131837 0.229514 0.227814 0.151504 0.169773 Expected Total MS Cnt: 5.27361 Backgound Scale: 1.02009. ITERATION NUMBER 508. Current Log-Posterior: 89776.3 Step Size: -23845.80742 Smoothing Hyper-parameters: 0.114479 0.080419 0.193364 0.141622 0.003488 0.118135 0.280467 Expected Total MS Cnt: 2.77263 Backgound Scale: 1.01882. ITERATION NUMBER 509. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.146495 0.262353 0.183704 0.089547 0.076152 0.138563 0.120483 Expected Total MS Cnt: 1.88912 Backgound Scale: 1.02341. ITERATION NUMBER 510. Current Log-Posterior: 106266 Step Size: -inf Smoothing Hyper-parameters: 0.135718 0.105413 0.065183 0.098742 0.258161 0.095917 0.164032 Expected Total MS Cnt: 5.02347 Backgound Scale: 1.03056. ITERATION NUMBER 511. Current Log-Posterior: 136467 Step Size: 30200.47858 Smoothing Hyper-parameters: 0.169903 0.149790 0.158211 0.204209 0.115649 0.215913 0.123613 Expected Total MS Cnt: 1.1885 Backgound Scale: 1.01841. ITERATION NUMBER 512. Current Log-Posterior: 102681 Step Size: -33786.17373 Smoothing Hyper-parameters: 0.196050 0.225302 0.271933 0.172707 0.154307 0.030855 0.144149 Expected Total MS Cnt: 1.1706 Backgound Scale: 1.0377. ITERATION NUMBER 513. Current Log-Posterior: 85639.9 Step Size: -17040.88824 Smoothing Hyper-parameters: 0.118380 0.068387 0.049837 0.236437 0.023614 0.257085 0.191794 Expected Total MS Cnt: 0.437686 Backgound Scale: 1.02579. ITERATION NUMBER 514. Current Log-Posterior: 168690 Step Size: 83049.8488 Smoothing Hyper-parameters: 0.146843 0.200145 0.162598 0.150617 0.178891 0.270889 0.133093 Expected Total MS Cnt: 2.47354 Backgound Scale: 1.02602. ITERATION NUMBER 515. Current Log-Posterior: 108746 Step Size: -59943.35591 Smoothing Hyper-parameters: 0.116195 0.206396 0.217666 0.213798 0.161067 0.092146 0.156779 Expected Total MS Cnt: 1.05789 Backgound Scale: 1.01743. ITERATION NUMBER 516. Current Log-Posterior: 128725 Step Size: 19978.23052 Smoothing Hyper-parameters: 0.253964 0.321881 0.085982 0.077523 0.290573 0.159421 0.174894 Expected Total MS Cnt: 0.287008 Backgound Scale: 1.03346. ITERATION NUMBER 517. Current Log-Posterior: 74525.6 Step Size: -54199.01088 Smoothing Hyper-parameters: 0.195900 0.036063 0.329420 0.073912 0.184695 0.103844 0.179049 Expected Total MS Cnt: 1.3323 Backgound Scale: 1.01624. ITERATION NUMBER 518. Current Log-Posterior: 157867 Step Size: 83340.98698 Smoothing Hyper-parameters: 0.068847 0.103817 0.181303 0.114165 0.253231 0.106719 0.179049 Expected Total MS Cnt: 4.15605 Backgound Scale: 1.02518. ITERATION NUMBER 519. Current Log-Posterior: 215464 Step Size: 57597.59283 Smoothing Hyper-parameters: 0.144655 0.123799 0.089464 0.233555 0.073392 0.110996 0.133639 Expected Total MS Cnt: 2.8242 Backgound Scale: 1.03712. ITERATION NUMBER 520. Current Log-Posterior: 123464 Step Size: -92000.54206 Smoothing Hyper-parameters: 0.218828 0.222256 0.253884 0.294258 0.199115 0.142630 0.277472 Expected Total MS Cnt: 3.60448 Backgound Scale: 1.03603. ITERATION NUMBER 521. Current Log-Posterior: 78171.9 Step Size: -45291.71404 Smoothing Hyper-parameters: 0.123031 0.197366 0.164158 0.032781 0.222059 0.171495 0.192365 Expected Total MS Cnt: 5.64272 Backgound Scale: 1.02547. ITERATION NUMBER 522. Current Log-Posterior: 129169 Step Size: 50996.84904 Smoothing Hyper-parameters: 0.070584 0.222357 0.117134 0.375083 0.229747 0.175721 0.346487 Expected Total MS Cnt: 6.36461 Backgound Scale: 1.02604. ITERATION NUMBER 523. Current Log-Posterior: 194160 Step Size: 64991.07435 Smoothing Hyper-parameters: 0.185491 0.070014 0.109215 0.136508 0.270025 0.229033 0.176580 Expected Total MS Cnt: 8.99484 Backgound Scale: 1.01197. ITERATION NUMBER 524. Current Log-Posterior: 122625 Step Size: -71534.75222 Smoothing Hyper-parameters: 0.168390 0.129174 0.244247 0.153817 0.134360 0.227107 0.182363 Expected Total MS Cnt: 5.23349 Backgound Scale: 1.04063. ITERATION NUMBER 525. Current Log-Posterior: 104604 Step Size: -18021.26638 Smoothing Hyper-parameters: 0.251544 0.075847 0.047988 0.266134 0.166076 0.249382 0.223079 Expected Total MS Cnt: 5.35479 Backgound Scale: 1.03837. ITERATION NUMBER 526. Current Log-Posterior: 110718 Step Size: 6114.579369 Smoothing Hyper-parameters: 0.223109 0.186501 0.150776 0.217036 0.265536 0.331152 0.169563 Expected Total MS Cnt: 11.0035 Backgound Scale: 1.02587. ITERATION NUMBER 527. Current Log-Posterior: 82467.9 Step Size: -28250.5537 Smoothing Hyper-parameters: 0.062314 0.083336 0.090036 0.169462 0.101255 0.197903 0.138809 Expected Total MS Cnt: 5.41753 Backgound Scale: 1.03632. ITERATION NUMBER 528. Current Log-Posterior: 247544 Step Size: 165076.3847 Smoothing Hyper-parameters: 0.125620 0.171882 0.224873 0.041988 0.216286 0.156897 0.146820 Expected Total MS Cnt: 10.9289 Backgound Scale: 1.02037. ITERATION NUMBER 529. Current Log-Posterior: 124290 Step Size: -123254.2977 Smoothing Hyper-parameters: 0.195937 0.245523 0.153570 0.224989 0.056504 0.136743 0.168454 Expected Total MS Cnt: 12.2822 Backgound Scale: 1.02434. ITERATION NUMBER 530. Current Log-Posterior: 86580.3 Step Size: -37709.60919 Smoothing Hyper-parameters: 0.117615 0.287610 0.255491 0.168399 0.173014 0.111227 0.157912 Expected Total MS Cnt: 12.9289 Backgound Scale: 1.02272. ITERATION NUMBER 531. Current Log-Posterior: 122530 Step Size: 35950.1086 Smoothing Hyper-parameters: 0.056970 0.134876 0.134990 0.144130 0.245106 0.019232 0.078405 Expected Total MS Cnt: 13.1509 Backgound Scale: 1.02112. ITERATION NUMBER 532. Current Log-Posterior: 248152 Step Size: 125621.8515 Smoothing Hyper-parameters: 0.110117 0.295168 0.238942 0.168717 0.258883 0.103287 0.185374 Expected Total MS Cnt: 5.35638 Backgound Scale: 1.03298. ITERATION NUMBER 533. Current Log-Posterior: 127991 Step Size: -120161.33 Smoothing Hyper-parameters: 0.107671 0.239970 0.035836 0.170200 0.177092 0.146066 0.163935 Expected Total MS Cnt: 9.22309 Backgound Scale: 1.02909. ITERATION NUMBER 534. Current Log-Posterior: 153993 Step Size: 26001.71626 Smoothing Hyper-parameters: 0.242874 0.172879 0.167078 0.081368 0.116488 0.216022 0.131038 Expected Total MS Cnt: 7.20286 Backgound Scale: 1.03146. ITERATION NUMBER 535. Current Log-Posterior: 79837.6 Step Size: -74155.10973 Smoothing Hyper-parameters: 0.186598 0.304158 0.106915 0.049311 0.153535 0.296896 0.173545 Expected Total MS Cnt: 9.65157 Backgound Scale: 1.03662. ITERATION NUMBER 536. Current Log-Posterior: 91223.1 Step Size: 11385.48817 Smoothing Hyper-parameters: 0.105989 0.219258 0.144983 0.223800 0.060974 0.247506 0.159752 Expected Total MS Cnt: 6.96447 Backgound Scale: 1.03559. ITERATION NUMBER 537. Current Log-Posterior: 139419 Step Size: 48195.69329 Smoothing Hyper-parameters: 0.206694 0.135760 0.256007 0.039117 0.029868 0.027746 0.154159 Expected Total MS Cnt: 3.42227 Backgound Scale: 1.01228. ITERATION NUMBER 538. Current Log-Posterior: 96843.9 Step Size: -42574.8297 Smoothing Hyper-parameters: 0.080293 0.092597 0.224545 0.140326 0.173836 0.174631 0.206174 Expected Total MS Cnt: 6.77849 Backgound Scale: 1.0271. ITERATION NUMBER 539. Current Log-Posterior: 193604 Step Size: 96760.27983 Smoothing Hyper-parameters: 0.239356 0.229625 0.126011 0.078569 0.165756 0.183758 0.136064 Expected Total MS Cnt: 7.01716 Backgound Scale: 1.04794. ITERATION NUMBER 540. Current Log-Posterior: 77781.4 Step Size: -115822.8176 Smoothing Hyper-parameters: 0.215549 0.261386 0.145143 0.134867 0.165756 0.060079 0.074117 Expected Total MS Cnt: 2.64912 Backgound Scale: 1.03573. ITERATION NUMBER 541. Current Log-Posterior: 80074.3 Step Size: 2292.943247 Smoothing Hyper-parameters: 0.241710 0.172582 0.158700 0.194297 0.022412 0.173538 0.152758 Expected Total MS Cnt: 7.80175 Backgound Scale: 1.03095. ITERATION NUMBER 542. Current Log-Posterior: 81185.4 Step Size: 1111.007207 Smoothing Hyper-parameters: 0.147598 0.241702 0.104114 0.250607 0.184984 0.189840 0.221888 Expected Total MS Cnt: 5.00435 Backgound Scale: 1.02775. ITERATION NUMBER 543. Current Log-Posterior: 108655 Step Size: 27469.32413 Smoothing Hyper-parameters: 0.132144 0.172240 0.102534 0.223089 0.113893 0.146382 0.143268 Expected Total MS Cnt: 7.23171 Backgound Scale: 1.03059. ITERATION NUMBER 544. Current Log-Posterior: 122478 Step Size: 13823.53979 Smoothing Hyper-parameters: 0.092326 0.222399 0.217093 0.186858 0.198324 0.093093 0.132415 Expected Total MS Cnt: 8.54094 Backgound Scale: 1.02085. ITERATION NUMBER 545. Current Log-Posterior: 153145 Step Size: 30666.87632 Smoothing Hyper-parameters: 0.049802 0.096706 0.243293 0.152026 0.213880 0.138465 0.290682 Expected Total MS Cnt: 5.45345 Backgound Scale: 1.02213. ITERATION NUMBER 546. Current Log-Posterior: 283781 Step Size: 130635.8281 Smoothing Hyper-parameters: 0.093755 0.088244 0.085802 0.182402 0.091397 0.174124 0.214301 Expected Total MS Cnt: 4.39719 Backgound Scale: 1.02784. ITERATION NUMBER 547. Current Log-Posterior: 177542 Step Size: -106238.8468 Smoothing Hyper-parameters: 0.196005 0.361747 0.230076 0.147083 0.135093 0.234922 0.207225 Expected Total MS Cnt: 4.07302 Backgound Scale: 1.02229. ITERATION NUMBER 548. Current Log-Posterior: 81346.4 Step Size: -96195.65895 Smoothing Hyper-parameters: 0.112244 0.182560 0.236629 0.150761 0.176761 0.202422 0.226362 Expected Total MS Cnt: 1.78955 Backgound Scale: 1.02926. ITERATION NUMBER 549. Current Log-Posterior: 132678 Step Size: 51331.67903 Smoothing Hyper-parameters: 0.081486 0.013497 0.024883 0.065413 0.200660 0.164819 0.149662 Expected Total MS Cnt: 1.92864 Backgound Scale: 1.03061. ITERATION NUMBER 550. Current Log-Posterior: 414084 Step Size: 281405.4413 Smoothing Hyper-parameters: 0.112798 0.122743 0.243317 0.261069 0.058755 0.142886 0.136133 Expected Total MS Cnt: 0.0896478 Backgound Scale: 1.02228. ITERATION NUMBER 551. Current Log-Posterior: 139711 Step Size: -274372.2673 Smoothing Hyper-parameters: 0.150403 0.054502 0.037922 0.299061 0.132517 0.174575 0.155438 Expected Total MS Cnt: 0.106585 Backgound Scale: 1.01763. ITERATION NUMBER 552. Current Log-Posterior: 161180 Step Size: 21468.31083 Smoothing Hyper-parameters: 0.071492 0.043778 0.182677 0.060989 0.247986 0.225928 0.179566 Expected Total MS Cnt: 0.468546 Backgound Scale: 1.03782. ITERATION NUMBER 553. Current Log-Posterior: 249985 Step Size: 88805.52379 Smoothing Hyper-parameters: 0.121860 0.175750 0.059081 0.258336 0.168791 0.200696 0.247692 Expected Total MS Cnt: 0.481909 Backgound Scale: 1.02313. ITERATION NUMBER 554. Current Log-Posterior: 134560 Step Size: -115425.3914 Smoothing Hyper-parameters: 0.201892 0.237267 0.306690 0.187206 0.268906 0.103867 0.148985 Expected Total MS Cnt: 2.32698 Backgound Scale: 1.02857. ITERATION NUMBER 555. Current Log-Posterior: 82168.9 Step Size: -52390.7637 Smoothing Hyper-parameters: 0.215532 0.030807 0.267834 0.150861 0.094876 0.179221 0.236473 Expected Total MS Cnt: 2.90429 Backgound Scale: 1.03705. ITERATION NUMBER 556. Current Log-Posterior: 162439 Step Size: 80270.018 Smoothing Hyper-parameters: 0.209718 0.284485 0.060993 0.195425 0.063020 0.193512 0.131452 Expected Total MS Cnt: 0.628638 Backgound Scale: 1.02507. ITERATION NUMBER 557. Current Log-Posterior: 86446.7 Step Size: -75992.21969 Smoothing Hyper-parameters: 0.228376 0.206313 0.285041 0.178138 0.110453 0.182573 0.075106 Expected Total MS Cnt: 0.257116 Backgound Scale: 1.02809. ITERATION NUMBER 558. Current Log-Posterior: 77680.6 Step Size: -8766.108321 Smoothing Hyper-parameters: 0.081376 0.110791 0.135195 0.191768 0.173017 0.142232 0.196954 Expected Total MS Cnt: 0.261644 Backgound Scale: 1.03237. ITERATION NUMBER 559. Current Log-Posterior: 187028 Step Size: 109347.4687 Smoothing Hyper-parameters: 0.139070 0.068160 0.125410 0.218912 0.238676 0.190854 0.066587 Expected Total MS Cnt: 4.55767 Backgound Scale: 1.03231. ITERATION NUMBER 560. Current Log-Posterior: 142530 Step Size: -44498.34575 Smoothing Hyper-parameters: 0.084924 0.211479 0.217195 0.226119 0.179290 0.094660 0.187664 Expected Total MS Cnt: 0.191106 Backgound Scale: 1.03981. ITERATION NUMBER 561. Current Log-Posterior: 164312 Step Size: 21782.69466 Smoothing Hyper-parameters: 0.270403 0.138534 0.226747 0.218201 0.138897 0.197487 0.150040 Expected Total MS Cnt: 5.2652 Backgound Scale: 1.03349. ITERATION NUMBER 562. Current Log-Posterior: 77673.9 Step Size: -86638.6016 Smoothing Hyper-parameters: 0.136462 0.316361 0.112262 0.199966 0.105771 0.233532 0.137472 Expected Total MS Cnt: 0.157391 Backgound Scale: 1.04518. ITERATION NUMBER 563. Current Log-Posterior: 109665 Step Size: 31990.65208 Smoothing Hyper-parameters: 0.189278 0.066989 0.222285 0.160276 0.248516 0.085397 0.008230 Expected Total MS Cnt: 0.486579 Backgound Scale: 1.01353. ITERATION NUMBER 564. Current Log-Posterior: 118678 Step Size: 9013.708323 Smoothing Hyper-parameters: 0.139119 0.263466 0.133607 0.159303 0.121806 0.036299 0.247670 Expected Total MS Cnt: 0.675504 Backgound Scale: 1.03693. ITERATION NUMBER 565. Current Log-Posterior: 110560 Step Size: -8118.270927 Smoothing Hyper-parameters: 0.098407 0.266891 0.211014 0.227202 0.227595 0.024330 0.218812 Expected Total MS Cnt: 1.00965 Backgound Scale: 1.02872. ITERATION NUMBER 566. Current Log-Posterior: 144732 Step Size: 34171.77426 Smoothing Hyper-parameters: 0.108720 0.228741 0.294643 0.130749 0.111565 0.055737 0.043531 Expected Total MS Cnt: 4.14218 Backgound Scale: 1.05963. ITERATION NUMBER 567. Current Log-Posterior: 132023 Step Size: -12708.26833 Smoothing Hyper-parameters: 0.107259 0.279136 0.090272 0.211982 0.041641 0.242885 0.165810 Expected Total MS Cnt: 0.211352 Backgound Scale: 1.02989. ITERATION NUMBER 568. Current Log-Posterior: 137108 Step Size: 5084.277675 Smoothing Hyper-parameters: 0.191586 0.120998 0.129453 0.153832 0.144670 0.221790 0.112483 Expected Total MS Cnt: 1.68822 Backgound Scale: 1.0361. ITERATION NUMBER 569. Current Log-Posterior: 100165 Step Size: -36942.56983 Smoothing Hyper-parameters: 0.095555 0.116652 0.082485 0.036111 0.165983 0.141868 0.293082 Expected Total MS Cnt: 0.961898 Backgound Scale: 1.03353. ITERATION NUMBER 570. Current Log-Posterior: 172122 Step Size: 71956.91118 Smoothing Hyper-parameters: 0.386489 0.215669 0.138166 0.159137 0.075420 0.240240 0.134208 Expected Total MS Cnt: 0.590693 Backgound Scale: 1.02865. ITERATION NUMBER 571. Current Log-Posterior: 58214.8 Step Size: -113907.2386 Smoothing Hyper-parameters: 0.136121 0.133656 0.078222 0.127713 0.217443 0.230707 0.259211 Expected Total MS Cnt: 0.659647 Backgound Scale: 1.02148. ITERATION NUMBER 572. Current Log-Posterior: 125384 Step Size: 67169.05491 Smoothing Hyper-parameters: 0.138322 0.111269 0.298163 0.202973 0.185973 0.071106 0.246454 Expected Total MS Cnt: 2.76252 Backgound Scale: 1.03586. ITERATION NUMBER 573. Current Log-Posterior: 123075 Step Size: -2308.915406 Smoothing Hyper-parameters: 0.170836 0.073207 0.261342 0.079554 0.175360 0.131720 0.126198 Expected Total MS Cnt: 3.42214 Backgound Scale: 1.03079. ITERATION NUMBER 574. Current Log-Posterior: 122254 Step Size: -821.2492051 Smoothing Hyper-parameters: 0.194331 0.158682 0.050724 0.272595 0.101623 0.105855 0.181862 Expected Total MS Cnt: 2.17878 Backgound Scale: 1.04786. ITERATION NUMBER 575. Current Log-Posterior: 103147 Step Size: -19106.9242 Smoothing Hyper-parameters: 0.120320 0.286915 0.167928 0.208172 0.202434 0.199012 0.107641 Expected Total MS Cnt: 1.78664 Backgound Scale: 1.02516. ITERATION NUMBER 576. Current Log-Posterior: 122254 Step Size: 19107.59809 Smoothing Hyper-parameters: 0.130479 0.133053 0.094619 0.228809 0.230479 0.093749 0.108439 Expected Total MS Cnt: 2.50659 Backgound Scale: 1.02844. ITERATION NUMBER 577. Current Log-Posterior: 129499 Step Size: 7244.342747 Smoothing Hyper-parameters: 0.288237 0.317234 0.201086 0.131093 0.069221 0.181635 0.223278 Expected Total MS Cnt: 1.73592 Backgound Scale: 1.0163. ITERATION NUMBER 578. Current Log-Posterior: 63282.4 Step Size: -66216.37644 Smoothing Hyper-parameters: 0.128121 0.137372 0.159368 0.056350 0.147835 0.158928 0.053197 Expected Total MS Cnt: 0.146517 Backgound Scale: 1.02521. ITERATION NUMBER 579. Current Log-Posterior: 129212 Step Size: 65929.77258 Smoothing Hyper-parameters: 0.217521 0.234242 0.219268 0.129492 0.190236 0.016929 0.178227 Expected Total MS Cnt: 0.95488 Backgound Scale: 1.03065. ITERATION NUMBER 580. Current Log-Posterior: 79705.2 Step Size: -49506.95566 Smoothing Hyper-parameters: 0.159613 0.011426 0.049693 0.168048 0.037071 0.235217 0.175637 Expected Total MS Cnt: 1.78454 Backgound Scale: 1.0289. ITERATION NUMBER 581. Current Log-Posterior: 360839 Step Size: 281133.5895 Smoothing Hyper-parameters: 0.162791 0.138428 0.174511 0.188660 0.138856 0.197744 0.157574 Expected Total MS Cnt: 3.7232 Backgound Scale: 1.01617. ITERATION NUMBER 582. Current Log-Posterior: 107418 Step Size: -253421.0392 Smoothing Hyper-parameters: 0.227439 0.153309 0.141178 0.084834 0.201648 0.091696 0.111978 Expected Total MS Cnt: 3.35715 Backgound Scale: 1.02824. ITERATION NUMBER 583. Current Log-Posterior: 86561.5 Step Size: -20856.17579 Smoothing Hyper-parameters: 0.181321 0.199169 0.102171 0.128655 0.268237 0.174048 0.108754 Expected Total MS Cnt: 2.51167 Backgound Scale: 1.04597. ITERATION NUMBER 584. Current Log-Posterior: 96236 Step Size: 9674.457275 Smoothing Hyper-parameters: 0.170163 0.058698 0.239303 0.167718 0.129255 0.094720 0.014617 Expected Total MS Cnt: 3.02592 Backgound Scale: 1.00974. ITERATION NUMBER 585. Current Log-Posterior: 132800 Step Size: 36563.70508 Smoothing Hyper-parameters: 0.153390 0.054253 0.226294 0.125632 0.064450 0.224253 0.174090 Expected Total MS Cnt: 4.30961 Backgound Scale: 1.0178. ITERATION NUMBER 586. Current Log-Posterior: 146271 Step Size: 13471.3439 Smoothing Hyper-parameters: 0.136939 0.054657 0.135661 0.076566 0.227550 0.229533 0.093572 Expected Total MS Cnt: 4.5188 Backgound Scale: 1.03135. ITERATION NUMBER 587. Current Log-Posterior: 152718 Step Size: 6446.907454 Smoothing Hyper-parameters: 0.165525 0.088714 0.188297 0.118917 0.201259 0.171760 0.213878 Expected Total MS Cnt: 7.31796 Backgound Scale: 1.03662. ITERATION NUMBER 588. Current Log-Posterior: 118400 Step Size: -34317.52647 Smoothing Hyper-parameters: 0.094368 0.123391 0.139777 0.162760 0.108643 0.117783 0.266882 Expected Total MS Cnt: 7.0564 Backgound Scale: 1.02254. ITERATION NUMBER 589. Current Log-Posterior: 164256 Step Size: 45855.37205 Smoothing Hyper-parameters: 0.280242 0.148903 0.121753 0.294831 0.266198 0.224504 0.204352 Expected Total MS Cnt: 2.26969 Backgound Scale: 1.02352. ITERATION NUMBER 590. Current Log-Posterior: 76849.5 Step Size: -87406.30871 Smoothing Hyper-parameters: 0.124337 0.131060 0.115237 0.077427 0.087725 0.071864 0.203682 Expected Total MS Cnt: 8.3263 Backgound Scale: 1.01941. ITERATION NUMBER 591. Current Log-Posterior: 135143 Step Size: 58293.61642 Smoothing Hyper-parameters: 0.122688 0.205826 0.157871 0.217475 0.169615 0.118232 0.117977 Expected Total MS Cnt: 3.70409 Backgound Scale: 1.02095. ITERATION NUMBER 592. Current Log-Posterior: 123312 Step Size: -11831.18185 Smoothing Hyper-parameters: 0.125505 0.177057 0.154133 0.129940 0.051288 0.194364 0.167940 Expected Total MS Cnt: 4.09188 Backgound Scale: 1.02485. ITERATION NUMBER 593. Current Log-Posterior: 126277 Step Size: 2965.041666 Smoothing Hyper-parameters: 0.046528 0.156277 0.072618 0.078197 0.224625 0.195400 0.169981 Expected Total MS Cnt: 3.82241 Backgound Scale: 1.0294. ITERATION NUMBER 594. Current Log-Posterior: 299307 Step Size: 173030.3128 Smoothing Hyper-parameters: 0.133689 0.163170 0.147336 0.204078 0.122847 0.112415 0.222643 Expected Total MS Cnt: 1.39194 Backgound Scale: 1.02157. ITERATION NUMBER 595. Current Log-Posterior: 121064 Step Size: -178243.6192 Smoothing Hyper-parameters: 0.205272 0.069189 0.201302 0.230460 0.282910 0.148894 0.138479 Expected Total MS Cnt: 1.22366 Backgound Scale: 1.02571. ITERATION NUMBER 596. Current Log-Posterior: 113134 Step Size: -7929.886411 Smoothing Hyper-parameters: 0.165599 0.144260 0.062473 0.095977 0.237799 0.152574 0.258628 Expected Total MS Cnt: 1.2441 Backgound Scale: 1.03236. ITERATION NUMBER 597. Current Log-Posterior: 113503 Step Size: 369.3648977 Smoothing Hyper-parameters: 0.160090 0.089738 0.086663 0.241474 0.230625 0.316978 0.097022 Expected Total MS Cnt: 1.89671 Backgound Scale: 1.01291. ITERATION NUMBER 598. Current Log-Posterior: 122693 Step Size: 9189.521503 Smoothing Hyper-parameters: 0.097356 0.107683 0.195294 0.255215 0.115888 0.164711 0.042061 Expected Total MS Cnt: 2.73053 Backgound Scale: 1.02554. ITERATION NUMBER 599. Current Log-Posterior: 159506 Step Size: 36813.61001 Smoothing Hyper-parameters: 0.131689 0.187182 0.081711 0.196250 0.199322 0.106568 0.265264 Expected Total MS Cnt: 5.3889 Backgound Scale: 1.02026. ITERATION NUMBER 600. Current Log-Posterior: 122484 Step Size: -37022.42933 Smoothing Hyper-parameters: 0.160968 0.022423 0.217686 0.235397 0.199322 0.131521 0.195914 Expected Total MS Cnt: 5.59903 Backgound Scale: 1.02691. ITERATION NUMBER 601. Current Log-Posterior: 222341 Step Size: 99857.4524 Smoothing Hyper-parameters: 0.107539 0.043030 0.032779 0.108565 0.206302 0.245345 0.027258 Expected Total MS Cnt: 4.96784 Backgound Scale: 1.00646. ITERATION NUMBER 602. Current Log-Posterior: 210048 Step Size: -12293.38113 Smoothing Hyper-parameters: 0.130097 0.248527 0.299733 0.179241 0.066827 0.183724 0.112615 Expected Total MS Cnt: 5.97106 Backgound Scale: 1.01451. ITERATION NUMBER 603. Current Log-Posterior: 113668 Step Size: -96380.11796 Smoothing Hyper-parameters: 0.146286 0.186245 0.046436 0.225908 0.099625 0.227708 0.145851 Expected Total MS Cnt: 2.91107 Backgound Scale: 1.04068. ITERATION NUMBER 604. Current Log-Posterior: 120076 Step Size: 6408.558959 Smoothing Hyper-parameters: 0.204117 0.088410 0.115036 0.012134 0.173561 0.160365 0.157904 Expected Total MS Cnt: 2.4964 Backgound Scale: 1.01977. ITERATION NUMBER 605. Current Log-Posterior: 122937 Step Size: 2860.334772 Smoothing Hyper-parameters: 0.334791 0.196772 0.205072 0.277532 0.013963 0.070102 0.088354 Expected Total MS Cnt: 3.39889 Backgound Scale: 1.01677. ITERATION NUMBER 606. Current Log-Posterior: 65146.6 Step Size: -57790.12703 Smoothing Hyper-parameters: 0.224081 0.250301 0.212381 0.084268 0.121971 0.156034 0.101334 Expected Total MS Cnt: 3.54953 Backgound Scale: 1.02953. ITERATION NUMBER 607. Current Log-Posterior: 77806.7 Step Size: 12660.12856 Smoothing Hyper-parameters: 0.096903 0.187265 0.380490 0.159204 0.235120 0.157290 0.104863 Expected Total MS Cnt: 2.02952 Backgound Scale: 1.01992. ITERATION NUMBER 608. Current Log-Posterior: 150271 Step Size: 72464.67201 Smoothing Hyper-parameters: 0.192410 0.205224 0.159212 0.158571 0.304637 0.172747 0.135947 Expected Total MS Cnt: 4.72159 Backgound Scale: 1.01192. ITERATION NUMBER 609. Current Log-Posterior: 89190.5 Step Size: -61080.92092 Smoothing Hyper-parameters: 0.101805 0.266388 0.159212 0.242281 0.084882 0.201175 0.039484 Expected Total MS Cnt: 1.72802 Backgound Scale: 1.03575. ITERATION NUMBER 610. Current Log-Posterior: 141779 Step Size: 52588.54633 Smoothing Hyper-parameters: 0.141193 0.215178 0.224462 0.107779 0.093129 0.233090 0.148450 Expected Total MS Cnt: 0.892328 Backgound Scale: 1.03383. ITERATION NUMBER 611. Current Log-Posterior: 110592 Step Size: -31186.87091 Smoothing Hyper-parameters: 0.109698 0.171642 0.124034 0.169231 0.149931 0.066660 0.050036 Expected Total MS Cnt: 2.58798 Backgound Scale: 1.03091. ITERATION NUMBER 612. Current Log-Posterior: 140280 Step Size: 29687.97457 Smoothing Hyper-parameters: 0.269806 0.134024 0.181527 0.177498 0.044517 0.143758 0.243446 Expected Total MS Cnt: 2.94308 Backgound Scale: 1.02135. ITERATION NUMBER 613. Current Log-Posterior: 79740.8 Step Size: -60539.33092 Smoothing Hyper-parameters: 0.145468 0.157920 0.165392 0.298417 0.213919 0.206963 0.091516 Expected Total MS Cnt: 0.901009 Backgound Scale: 1.0411. ITERATION NUMBER 614. Current Log-Posterior: 113819 Step Size: 34077.82706 Smoothing Hyper-parameters: 0.072903 0.102129 0.180220 0.161040 0.147404 0.246511 0.153708 Expected Total MS Cnt: 2.56311 Backgound Scale: 1.03007. ITERATION NUMBER 615. Current Log-Posterior: 203727 Step Size: 89908.12416 Smoothing Hyper-parameters: 0.185212 0.085160 0.161680 0.134578 0.142553 0.167224 0.266962 Expected Total MS Cnt: 5.38841 Backgound Scale: 1.01919. ITERATION NUMBER 616. Current Log-Posterior: 113521 Step Size: -90206.13141 Smoothing Hyper-parameters: 0.219487 0.089792 0.145668 0.258026 0.293804 0.143310 0.152306 Expected Total MS Cnt: 3.90733 Backgound Scale: 1.02762. ITERATION NUMBER 617. Current Log-Posterior: 100642 Step Size: -12878.38898 Smoothing Hyper-parameters: 0.070819 0.078824 0.229786 0.140932 0.122258 0.292386 0.180358 Expected Total MS Cnt: 1.16158 Backgound Scale: 1.02388. ITERATION NUMBER 618. Current Log-Posterior: 218608 Step Size: 117965.5387 Smoothing Hyper-parameters: 0.069873 0.112356 0.160937 0.199044 0.096058 0.197903 0.076908 Expected Total MS Cnt: 0.749142 Backgound Scale: 1.01488. ITERATION NUMBER 619. Current Log-Posterior: 210799 Step Size: -7809.154346 Smoothing Hyper-parameters: 0.225314 0.112892 0.248516 0.211230 0.091965 0.111585 0.107789 Expected Total MS Cnt: 1.55573 Backgound Scale: 1.03645. ITERATION NUMBER 620. Current Log-Posterior: 89741.2 Step Size: -121057.387 Smoothing Hyper-parameters: 0.087374 0.181599 0.201396 0.220447 0.172176 0.113698 0.193522 Expected Total MS Cnt: 0.280937 Backgound Scale: 1.03401. ITERATION NUMBER 621. Current Log-Posterior: 165833 Step Size: 76092.28713 Smoothing Hyper-parameters: 0.165306 0.161915 0.197023 0.114438 0.079437 0.113645 0.140979 Expected Total MS Cnt: 1.96476 Backgound Scale: 1.03156. ITERATION NUMBER 622. Current Log-Posterior: 102548 Step Size: -63285.65182 Smoothing Hyper-parameters: 0.088088 0.192005 0.050953 0.262291 0.241683 0.206498 0.284559 Expected Total MS Cnt: 1.84757 Backgound Scale: 1.03384. ITERATION NUMBER 623. Current Log-Posterior: 174627 Step Size: 72079.29212 Smoothing Hyper-parameters: 0.168574 0.139739 0.215628 0.110727 0.132021 0.220524 0.175882 Expected Total MS Cnt: 3.38843 Backgound Scale: 1.03125. ITERATION NUMBER 624. Current Log-Posterior: 104812 Step Size: -69814.94073 Smoothing Hyper-parameters: 0.163872 0.194851 0.062470 0.331938 0.166449 0.292190 0.061882 Expected Total MS Cnt: 4.87665 Backgound Scale: 1.02844. ITERATION NUMBER 625. Current Log-Posterior: 107749 Step Size: 2936.416489 Smoothing Hyper-parameters: 0.105389 0.123917 0.117998 0.155020 0.215049 0.191717 0.191523 Expected Total MS Cnt: 2.38703 Backgound Scale: 1.04834. ITERATION NUMBER 626. Current Log-Posterior: 152354 Step Size: 44605.19734 Smoothing Hyper-parameters: 0.092835 0.057321 0.208925 0.137795 0.177795 0.207594 0.082389 Expected Total MS Cnt: 0.963019 Backgound Scale: 1.03219. ITERATION NUMBER 627. Current Log-Posterior: 192739 Step Size: 40385.16064 Smoothing Hyper-parameters: 0.123844 0.155256 0.076393 0.168276 0.241982 0.206658 0.178893 Expected Total MS Cnt: 0.451636 Backgound Scale: 1.01625. ITERATION NUMBER 628. Current Log-Posterior: 134108 Step Size: -58631.36905 Smoothing Hyper-parameters: 0.184602 0.172817 0.166836 0.213000 0.137713 0.192338 0.079495 Expected Total MS Cnt: 0.895376 Backgound Scale: 1.0365. ITERATION NUMBER 629. Current Log-Posterior: 94405.5 Step Size: -39702.09919 Smoothing Hyper-parameters: 0.058618 0.104813 0.061793 0.082685 0.108910 0.197727 0.099706 Expected Total MS Cnt: 4.29102 Backgound Scale: 1.01598. ITERATION NUMBER 630. Current Log-Posterior: 250016 Step Size: 155610.8883 Smoothing Hyper-parameters: 0.311899 0.148560 0.252636 0.191113 0.243141 0.075789 0.080965 Expected Total MS Cnt: 8.93437 Backgound Scale: 1.02514. ITERATION NUMBER 631. Current Log-Posterior: 69531.6 Step Size: -180484.7357 Smoothing Hyper-parameters: 0.128863 0.135644 0.244994 0.121147 0.104771 0.064542 0.197855 Expected Total MS Cnt: 9.56931 Backgound Scale: 1.02618. ITERATION NUMBER 632. Current Log-Posterior: 125532 Step Size: 56000.75046 Smoothing Hyper-parameters: 0.173424 0.011340 0.076898 0.101307 0.148526 0.278618 0.197867 Expected Total MS Cnt: 7.41046 Backgound Scale: 1.02082. ITERATION NUMBER 633. Current Log-Posterior: 362631 Step Size: 237098.4757 Smoothing Hyper-parameters: 0.348664 0.255107 0.126175 0.288811 0.092527 0.105305 0.036668 Expected Total MS Cnt: 6.10943 Backgound Scale: 1.02292. ITERATION NUMBER 634. Current Log-Posterior: 59646.9 Step Size: -302984.0133 Smoothing Hyper-parameters: 0.209016 0.319532 0.132854 0.084669 0.220395 0.035469 0.211879 Expected Total MS Cnt: 2.27503 Backgound Scale: 1.01193. ITERATION NUMBER 635. Current Log-Posterior: 80832.3 Step Size: 21185.43243 Smoothing Hyper-parameters: 0.169690 0.274325 0.201277 0.068467 0.020742 0.023848 0.125347 Expected Total MS Cnt: 3.31817 Backgound Scale: 1.02635. ITERATION NUMBER 636. Current Log-Posterior: 96371.1 Step Size: 15538.79198 Smoothing Hyper-parameters: 0.141152 0.044797 0.112083 0.067507 0.081145 0.224229 0.114460 Expected Total MS Cnt: 3.09941 Backgound Scale: 1.03374. ITERATION NUMBER 637. Current Log-Posterior: 168886 Step Size: 72514.56695 Smoothing Hyper-parameters: 0.125226 0.019047 0.304414 0.271078 0.266505 0.112812 0.095916 Expected Total MS Cnt: 2.88939 Backgound Scale: 1.0143. ITERATION NUMBER 638. Current Log-Posterior: 268469 Step Size: 99583.51613 Smoothing Hyper-parameters: 0.096801 0.105816 0.259250 0.209417 0.335520 0.142832 0.017686 Expected Total MS Cnt: 5.74465 Backgound Scale: 1.01915. ITERATION NUMBER 639. Current Log-Posterior: 160553 Step Size: -107916.1142 Smoothing Hyper-parameters: 0.179660 0.181278 0.116409 0.119066 0.267709 0.097321 0.202570 Expected Total MS Cnt: 5.51518 Backgound Scale: 1.03674. ITERATION NUMBER 640. Current Log-Posterior: 98184.9 Step Size: -62368.13619 Smoothing Hyper-parameters: 0.246777 0.293844 0.308688 0.085406 0.093295 0.108502 0.108735 Expected Total MS Cnt: 11.8291 Backgound Scale: 1.02476. ITERATION NUMBER 641. Current Log-Posterior: 69875.4 Step Size: -28309.48609 Smoothing Hyper-parameters: 0.154773 0.261309 0.198810 0.098627 0.152890 0.333938 0.170636 Expected Total MS Cnt: 11.2347 Backgound Scale: 1.02471. ITERATION NUMBER 642. Current Log-Posterior: 101244 Step Size: 31368.16257 Smoothing Hyper-parameters: 0.223572 0.246391 0.052589 0.238948 0.062669 0.240484 0.085157 Expected Total MS Cnt: 14.2184 Backgound Scale: 1.03999. ITERATION NUMBER 643. Current Log-Posterior: 87844.1 Step Size: -13399.50103 Smoothing Hyper-parameters: 0.264909 0.203354 0.269555 0.277308 0.233664 0.023189 0.138598 Expected Total MS Cnt: 16.0705 Backgound Scale: 1.02336. ITERATION NUMBER 644. Current Log-Posterior: 70060.1 Step Size: -17783.95093 Smoothing Hyper-parameters: 0.107147 0.118456 0.203935 0.112958 0.184795 0.076625 0.279187 Expected Total MS Cnt: 16.0354 Backgound Scale: 1.02937. ITERATION NUMBER 645. Current Log-Posterior: 148778 Step Size: 78718.22534 Smoothing Hyper-parameters: 0.112660 0.241488 0.283624 0.207695 0.156538 0.248482 0.194406 Expected Total MS Cnt: 11.2187 Backgound Scale: 1.0284. ITERATION NUMBER 646. Current Log-Posterior: 128148 Step Size: -20630.01507 Smoothing Hyper-parameters: 0.109152 0.201042 0.250201 0.256258 0.057238 0.188303 0.102091 Expected Total MS Cnt: 12.6057 Backgound Scale: 1.03929. ITERATION NUMBER 647. Current Log-Posterior: 136845 Step Size: 8696.344152 Smoothing Hyper-parameters: 0.151297 0.083327 0.174715 0.069841 0.139409 0.051221 0.029055 Expected Total MS Cnt: 6.28365 Backgound Scale: 1.02275. ITERATION NUMBER 648. Current Log-Posterior: 127509 Step Size: -9335.262872 Smoothing Hyper-parameters: 0.156192 0.202133 0.219770 0.006791 0.130855 0.282561 0.082069 Expected Total MS Cnt: 8.26463 Backgound Scale: 1.0277. ITERATION NUMBER 649. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.178443 0.201966 0.106584 0.230554 0.289701 0.210459 0.286862 Expected Total MS Cnt: 12.869 Backgound Scale: 1.01748. ITERATION NUMBER 650. Current Log-Posterior: 96409.3 Step Size: -inf Smoothing Hyper-parameters: 0.161271 0.109527 0.333948 0.178494 0.146797 0.152524 0.210602 Expected Total MS Cnt: 13.9478 Backgound Scale: 1.022. ITERATION NUMBER 651. Current Log-Posterior: 110367 Step Size: 13957.39452 Smoothing Hyper-parameters: 0.308692 0.230913 0.200858 0.161790 0.247923 0.223267 0.108686 Expected Total MS Cnt: 13.2185 Backgound Scale: 1.03316. ITERATION NUMBER 652. Current Log-Posterior: 63628.3 Step Size: -46738.47062 Smoothing Hyper-parameters: 0.228248 0.100295 0.281919 0.040120 0.169026 0.342154 0.173294 Expected Total MS Cnt: 15.4213 Backgound Scale: 1.01355. ITERATION NUMBER 653. Current Log-Posterior: 95999.2 Step Size: 32370.9327 Smoothing Hyper-parameters: 0.167744 0.046371 0.328191 0.231708 0.152524 0.137245 0.301559 Expected Total MS Cnt: 19.2068 Backgound Scale: 1.02774. ITERATION NUMBER 654. Current Log-Posterior: 146037 Step Size: 50037.45885 Smoothing Hyper-parameters: 0.257295 0.204760 0.162775 0.218460 0.183369 0.256194 0.241933 Expected Total MS Cnt: 31.5835 Backgound Scale: 1.01585. ITERATION NUMBER 655. Current Log-Posterior: 73367.9 Step Size: -72668.71595 Smoothing Hyper-parameters: 0.131736 0.188930 0.348988 0.247310 0.112086 0.247289 0.172895 Expected Total MS Cnt: 20.0107 Backgound Scale: 1.02799. ITERATION NUMBER 656. Current Log-Posterior: 117213 Step Size: 43844.90798 Smoothing Hyper-parameters: 0.146801 0.234787 0.233685 0.231068 0.137099 0.095255 0.210051 Expected Total MS Cnt: 12.9777 Backgound Scale: 1.03952. ITERATION NUMBER 657. Current Log-Posterior: 105343 Step Size: -11870.24918 Smoothing Hyper-parameters: 0.165348 0.123933 0.073424 0.188419 0.153851 0.251110 0.191764 Expected Total MS Cnt: 5.18049 Backgound Scale: 1.02815. ITERATION NUMBER 658. Current Log-Posterior: 113566 Step Size: 8223.185581 Smoothing Hyper-parameters: 0.109388 0.278724 0.141491 0.054846 0.148200 0.162431 0.299327 Expected Total MS Cnt: 6.28627 Backgound Scale: 1.01804. ITERATION NUMBER 659. Current Log-Posterior: 134403 Step Size: 20837.52413 Smoothing Hyper-parameters: 0.243842 0.075593 0.050290 0.080829 0.116546 0.229327 0.286898 Expected Total MS Cnt: 3.78944 Backgound Scale: 1.02014. ITERATION NUMBER 660. Current Log-Posterior: 112860 Step Size: -21543.29718 Smoothing Hyper-parameters: 0.123331 0.217527 0.117508 0.385297 0.197462 0.213447 0.240859 Expected Total MS Cnt: 1.40268 Backgound Scale: 1.02166. ITERATION NUMBER 661. Current Log-Posterior: 123672 Step Size: 10812.02215 Smoothing Hyper-parameters: 0.206583 0.174494 0.096355 0.217105 0.173996 0.090939 0.244208 Expected Total MS Cnt: 2.36434 Backgound Scale: 1.03147. ITERATION NUMBER 662. Current Log-Posterior: 90145.6 Step Size: -33526.41376 Smoothing Hyper-parameters: 0.176832 0.115413 0.201262 0.176348 0.040054 0.221704 0.091622 Expected Total MS Cnt: 6.25757 Backgound Scale: 1.02982. ITERATION NUMBER 663. Current Log-Posterior: 105984 Step Size: 15837.93296 Smoothing Hyper-parameters: 0.071298 0.139591 0.135703 0.119066 0.178101 0.103359 0.196916 Expected Total MS Cnt: 5.56097 Backgound Scale: 1.0382. ITERATION NUMBER 664. Current Log-Posterior: 202492 Step Size: 96508.46671 Smoothing Hyper-parameters: 0.182243 0.174510 0.007740 0.268151 0.110264 0.106169 0.105128 Expected Total MS Cnt: 8.90198 Backgound Scale: 1.02249. ITERATION NUMBER 665. Current Log-Posterior: 187259 Step Size: -15232.76142 Smoothing Hyper-parameters: 0.163947 0.146900 0.092649 0.117628 0.119957 0.103315 0.107746 Expected Total MS Cnt: 7.9206 Backgound Scale: 1.04087. ITERATION NUMBER 666. Current Log-Posterior: 109971 Step Size: -77288.20772 Smoothing Hyper-parameters: 0.243444 0.063723 0.142351 0.184432 0.124658 0.061037 0.104413 Expected Total MS Cnt: 7.34397 Backgound Scale: 1.03316. ITERATION NUMBER 667. Current Log-Posterior: 109019 Step Size: -951.9896558 Smoothing Hyper-parameters: 0.234616 0.161840 0.185761 0.045769 0.081076 0.147306 0.110002 Expected Total MS Cnt: 1.72657 Backgound Scale: 1.0155. ITERATION NUMBER 668. Current Log-Posterior: 85105.4 Step Size: -23913.67606 Smoothing Hyper-parameters: 0.116613 0.079432 0.173381 0.191699 0.170546 0.101411 0.174265 Expected Total MS Cnt: 2.34543 Backgound Scale: 1.01817. ITERATION NUMBER 669. Current Log-Posterior: 152450 Step Size: 67344.29094 Smoothing Hyper-parameters: 0.208570 0.125071 0.125481 0.155418 0.080768 0.259614 0.121268 Expected Total MS Cnt: 3.14068 Backgound Scale: 1.03437. ITERATION NUMBER 670. Current Log-Posterior: 96027.3 Step Size: -56422.35626 Smoothing Hyper-parameters: 0.105996 0.127473 0.179791 0.218202 0.187994 0.176063 0.055981 Expected Total MS Cnt: 2.20246 Backgound Scale: 1.02114. ITERATION NUMBER 671. Current Log-Posterior: 145546 Step Size: 49518.69804 Smoothing Hyper-parameters: 0.297862 0.138283 0.236656 0.284676 0.214216 0.233494 0.225218 Expected Total MS Cnt: 4.65997 Backgound Scale: 1.03644. ITERATION NUMBER 672. Current Log-Posterior: 72199.2 Step Size: -73346.77922 Smoothing Hyper-parameters: 0.168444 0.107708 0.181719 0.233863 0.200168 0.197337 0.229047 Expected Total MS Cnt: 4.67385 Backgound Scale: 1.01113. ITERATION NUMBER 673. Current Log-Posterior: 111861 Step Size: 39661.80149 Smoothing Hyper-parameters: 0.051122 0.171461 0.138514 0.112536 0.260085 0.284979 0.115847 Expected Total MS Cnt: 2.74275 Backgound Scale: 1.03552. ITERATION NUMBER 674. Current Log-Posterior: 266425 Step Size: 154564.1629 Smoothing Hyper-parameters: 0.106122 0.167460 0.194317 0.193397 0.254442 0.116097 0.139413 Expected Total MS Cnt: 2.09845 Backgound Scale: 1.0261. ITERATION NUMBER 675. Current Log-Posterior: 139818 Step Size: -126607.4025 Smoothing Hyper-parameters: 0.147461 0.201797 0.281024 0.162026 0.102836 0.381740 0.186688 Expected Total MS Cnt: 3.63868 Backgound Scale: 1.03852. ITERATION NUMBER 676. Current Log-Posterior: 106574 Step Size: -33244.21484 Smoothing Hyper-parameters: 0.175443 0.097453 0.134530 0.212361 0.041030 0.201281 0.086687 Expected Total MS Cnt: 6.35596 Backgound Scale: 1.01495. ITERATION NUMBER 677. Current Log-Posterior: 114094 Step Size: 7520.355646 Smoothing Hyper-parameters: 0.256450 0.163454 0.213215 0.143372 0.239254 0.132993 0.133106 Expected Total MS Cnt: 6.72359 Backgound Scale: 1.02818. ITERATION NUMBER 678. Current Log-Posterior: 76578.4 Step Size: -37515.50846 Smoothing Hyper-parameters: 0.156062 0.140019 0.126597 0.061480 0.082778 0.253791 0.051746 Expected Total MS Cnt: 7.13781 Backgound Scale: 1.03465. ITERATION NUMBER 679. Current Log-Posterior: 114697 Step Size: 38118.34312 Smoothing Hyper-parameters: 0.057506 0.031222 0.101936 0.129360 0.178779 0.103853 0.250440 Expected Total MS Cnt: 9.72529 Backgound Scale: 1.02402. ITERATION NUMBER 680. Current Log-Posterior: 320537 Step Size: 205840.0446 Smoothing Hyper-parameters: 0.102088 0.288885 0.187060 0.058551 0.168777 0.273971 0.179548 Expected Total MS Cnt: 13.0841 Backgound Scale: 1.03333. ITERATION NUMBER 681. Current Log-Posterior: 143108 Step Size: -177428.679 Smoothing Hyper-parameters: 0.272709 0.104946 0.253884 0.180335 0.236179 0.252147 0.130783 Expected Total MS Cnt: 7.5138 Backgound Scale: 1.01868. ITERATION NUMBER 682. Current Log-Posterior: 83620.2 Step Size: -59487.91563 Smoothing Hyper-parameters: 0.108601 0.296759 0.252847 0.201668 0.219861 0.223121 0.139768 Expected Total MS Cnt: 6.10836 Backgound Scale: 1.03858. ITERATION NUMBER 683. Current Log-Posterior: 131577 Step Size: 47956.58694 Smoothing Hyper-parameters: 0.226228 0.120212 0.061928 0.052880 0.165080 0.151598 0.056319 Expected Total MS Cnt: 9.32805 Backgound Scale: 1.03761. ITERATION NUMBER 684. Current Log-Posterior: 100323 Step Size: -31253.68428 Smoothing Hyper-parameters: 0.225916 0.201110 0.052385 0.169260 0.059028 0.266879 0.128787 Expected Total MS Cnt: 7.75591 Backgound Scale: 1.03197. ITERATION NUMBER 685. Current Log-Posterior: 91192 Step Size: -9131.092643 Smoothing Hyper-parameters: 0.112548 0.022287 0.101588 0.296640 0.164695 0.125597 0.275024 Expected Total MS Cnt: 17.4225 Backgound Scale: 1.02633. ITERATION NUMBER 686. Current Log-Posterior: 257026 Step Size: 165833.6 Smoothing Hyper-parameters: 0.110227 0.190738 0.136416 0.199439 0.100404 0.252075 0.123593 Expected Total MS Cnt: 24.3763 Backgound Scale: 1.03597. ITERATION NUMBER 687. Current Log-Posterior: 136366 Step Size: -120660.0209 Smoothing Hyper-parameters: 0.117582 0.172595 0.140238 0.077692 0.159723 0.239235 0.162868 Expected Total MS Cnt: 29.8153 Backgound Scale: 1.02779. ITERATION NUMBER 688. Current Log-Posterior: 130561 Step Size: -5804.894861 Smoothing Hyper-parameters: 0.126386 0.288021 0.012828 0.167920 0.189574 0.269036 0.173354 Expected Total MS Cnt: 27.0576 Backgound Scale: 1.02703. ITERATION NUMBER 689. Current Log-Posterior: 168236 Step Size: 37675.19904 Smoothing Hyper-parameters: 0.076620 0.131900 0.094495 0.204701 0.290612 0.203921 0.134848 Expected Total MS Cnt: 24.9539 Backgound Scale: 1.04254. ITERATION NUMBER 690. Current Log-Posterior: 194729 Step Size: 26492.7056 Smoothing Hyper-parameters: 0.228448 0.113391 0.162799 0.116722 0.127202 0.181208 0.060402 Expected Total MS Cnt: 21.7385 Backgound Scale: 1.02072. ITERATION NUMBER 691. Current Log-Posterior: 90278.9 Step Size: -104449.7173 Smoothing Hyper-parameters: 0.218115 0.194078 0.194587 0.164931 0.103215 0.056277 0.269414 Expected Total MS Cnt: 24.2279 Backgound Scale: 1.02036. ITERATION NUMBER 692. Current Log-Posterior: 83311.4 Step Size: -6967.53311 Smoothing Hyper-parameters: 0.101670 0.198417 0.197447 0.168875 0.152973 0.187860 0.159190 Expected Total MS Cnt: 25.7379 Backgound Scale: 1.039. ITERATION NUMBER 693. Current Log-Posterior: 144689 Step Size: 61377.8613 Smoothing Hyper-parameters: 0.266181 0.143474 0.152189 0.196295 0.263892 0.152160 0.179077 Expected Total MS Cnt: 29.7641 Backgound Scale: 1.03863. ITERATION NUMBER 694. Current Log-Posterior: 78621.3 Step Size: -66067.94148 Smoothing Hyper-parameters: 0.150639 0.344835 0.085075 0.072062 0.223672 0.176469 0.224876 Expected Total MS Cnt: 24.0055 Backgound Scale: 1.03265. ITERATION NUMBER 695. Current Log-Posterior: 105612 Step Size: 26990.95133 Smoothing Hyper-parameters: 0.207721 0.038693 0.081294 0.247077 0.092492 0.131565 0.285692 Expected Total MS Cnt: 23.0617 Backgound Scale: 1.02853. ITERATION NUMBER 696. Current Log-Posterior: 150414 Step Size: 44801.52172 Smoothing Hyper-parameters: 0.077703 0.323735 0.220534 0.121784 0.306783 0.153857 0.265971 Expected Total MS Cnt: 26.2135 Backgound Scale: 1.03646. ITERATION NUMBER 697. Current Log-Posterior: 174599 Step Size: 24184.7518 Smoothing Hyper-parameters: 0.136499 0.209170 0.260796 0.142662 0.133480 0.263102 0.073770 Expected Total MS Cnt: 25.7929 Backgound Scale: 1.02007. ITERATION NUMBER 698. Current Log-Posterior: 112275 Step Size: -62323.88368 Smoothing Hyper-parameters: 0.072864 0.326282 0.080257 0.171672 0.273342 0.156212 0.186503 Expected Total MS Cnt: 24.9606 Backgound Scale: 1.02041. ITERATION NUMBER 699. Current Log-Posterior: 191069 Step Size: 78794.42135 Smoothing Hyper-parameters: 0.012450 0.270477 0.076387 0.227713 0.263438 0.310055 0.340404 Expected Total MS Cnt: 26.0784 Backgound Scale: 1.03735. ITERATION NUMBER 700. Current Log-Posterior: 1.0103e+06 Step Size: 819229.99 Smoothing Hyper-parameters: 0.242576 0.194846 0.242648 0.124714 0.227021 0.242214 0.223097 Expected Total MS Cnt: 26.9224 Backgound Scale: 1.02887. ITERATION NUMBER 701. Current Log-Posterior: 77098.6 Step Size: -933200.4534 Smoothing Hyper-parameters: 0.127302 0.210916 0.091179 0.096119 0.220666 0.052215 0.236791 Expected Total MS Cnt: 18.1486 Backgound Scale: 1.02353. ITERATION NUMBER 702. Current Log-Posterior: 124328 Step Size: 47229.89536 Smoothing Hyper-parameters: 0.113315 0.168965 0.234823 0.116554 0.153877 0.160519 0.196285 Expected Total MS Cnt: 22.3374 Backgound Scale: 1.00131. ITERATION NUMBER 703. Current Log-Posterior: 134606 Step Size: 10277.089 Smoothing Hyper-parameters: 0.138288 0.234904 0.208728 0.076133 0.146897 0.273182 0.162095 Expected Total MS Cnt: 13.8526 Backgound Scale: 1.03776. ITERATION NUMBER 704. Current Log-Posterior: 112547 Step Size: -22058.58402 Smoothing Hyper-parameters: 0.232109 0.099192 0.106725 0.227294 0.165991 0.026804 0.168611 Expected Total MS Cnt: 13.3404 Backgound Scale: 1.04632. ITERATION NUMBER 705. Current Log-Posterior: 95948.7 Step Size: -16598.26326 Smoothing Hyper-parameters: 0.166457 0.123382 0.169541 0.179205 0.152412 0.115441 0.273292 Expected Total MS Cnt: 28.283 Backgound Scale: 1.02693. ITERATION NUMBER 706. Current Log-Posterior: 108415 Step Size: 12466.59995 Smoothing Hyper-parameters: 0.229695 0.113570 0.059108 0.152963 0.103862 0.218623 0.314842 Expected Total MS Cnt: 12.3935 Backgound Scale: 1.01563. ITERATION NUMBER 707. Current Log-Posterior: 98434 Step Size: -9981.343887 Smoothing Hyper-parameters: 0.146698 0.357277 0.100410 0.047132 0.260461 0.082546 0.203274 Expected Total MS Cnt: 17.0881 Backgound Scale: 1.05284. ITERATION NUMBER 708. Current Log-Posterior: 107985 Step Size: 9551.328448 Smoothing Hyper-parameters: 0.232529 0.076762 0.250653 0.241587 0.253773 0.147317 0.299246 Expected Total MS Cnt: 29.4916 Backgound Scale: 1.02265. ITERATION NUMBER 709. Current Log-Posterior: 102267 Step Size: -5718.412965 Smoothing Hyper-parameters: 0.228687 0.222155 0.142701 0.270032 0.245568 0.127595 0.167221 Expected Total MS Cnt: 22.2792 Backgound Scale: 1.04055. ITERATION NUMBER 710. Current Log-Posterior: 79048.3 Step Size: -23218.60138 Smoothing Hyper-parameters: 0.196093 0.060015 0.412232 0.109213 0.188101 0.294025 0.243174 Expected Total MS Cnt: 24.5144 Backgound Scale: 1.03692. ITERATION NUMBER 711. Current Log-Posterior: 121890 Step Size: 42841.88477 Smoothing Hyper-parameters: 0.204657 0.144501 0.079007 0.174374 0.113593 0.242436 0.151014 Expected Total MS Cnt: 30.2977 Backgound Scale: 1.01672. ITERATION NUMBER 712. Current Log-Posterior: 95406.1 Step Size: -26484.05315 Smoothing Hyper-parameters: 0.043848 0.231097 0.136628 0.206352 0.219698 0.173146 0.177261 Expected Total MS Cnt: 31.6842 Backgound Scale: 1.03307. ITERATION NUMBER 713. Current Log-Posterior: 300092 Step Size: 204686.0536 Smoothing Hyper-parameters: 0.139300 0.107974 0.176164 0.206352 0.244045 0.054745 0.246870 Expected Total MS Cnt: 23.0534 Backgound Scale: 1.02994. ITERATION NUMBER 714. Current Log-Posterior: 124901 Step Size: -175190.9168 Smoothing Hyper-parameters: 0.219891 0.250442 0.078649 0.264972 0.130491 0.162632 0.183695 Expected Total MS Cnt: 27.8718 Backgound Scale: 1.01036. ITERATION NUMBER 715. Current Log-Posterior: 83824.3 Step Size: -41076.92317 Smoothing Hyper-parameters: 0.118212 0.090887 0.090927 0.203050 0.294447 0.183425 0.155636 Expected Total MS Cnt: 29.6155 Backgound Scale: 1.02955. ITERATION NUMBER 716. Current Log-Posterior: 150253 Step Size: 66429.00908 Smoothing Hyper-parameters: 0.293722 0.156839 0.199059 0.193659 0.237965 0.076909 0.204548 Expected Total MS Cnt: 23.8073 Backgound Scale: 1.02631. ITERATION NUMBER 717. Current Log-Posterior: 71728.2 Step Size: -78525.12973 Smoothing Hyper-parameters: 0.206924 0.034829 0.277155 0.087655 0.270166 0.173949 0.198088 Expected Total MS Cnt: 32.1512 Backgound Scale: 1.04116. ITERATION NUMBER 718. Current Log-Posterior: 156721 Step Size: 84992.96139 Smoothing Hyper-parameters: 0.165679 0.115388 0.184573 0.212321 0.131975 0.231798 0.276964 Expected Total MS Cnt: 41.448 Backgound Scale: 1.02283. ITERATION NUMBER 719. Current Log-Posterior: 108877 Step Size: -47844.6806 Smoothing Hyper-parameters: 0.044175 0.176819 0.222322 0.156292 0.139708 0.191733 0.153534 Expected Total MS Cnt: 28.8111 Backgound Scale: 1.01098. ITERATION NUMBER 720. Current Log-Posterior: 301234 Step Size: 192357.1709 Smoothing Hyper-parameters: 0.179372 0.151105 0.205542 0.138999 0.218995 0.223008 0.254276 Expected Total MS Cnt: 36.5506 Backgound Scale: 1.02761. ITERATION NUMBER 721. Current Log-Posterior: 98098.8 Step Size: -203134.887 Smoothing Hyper-parameters: 0.239984 0.183330 0.176800 0.129816 0.244480 0.236320 0.221138 Expected Total MS Cnt: 46.7179 Backgound Scale: 1.03632. ITERATION NUMBER 722. Current Log-Posterior: 78745.8 Step Size: -19352.95457 Smoothing Hyper-parameters: 0.196782 0.213502 0.225101 0.155494 0.168132 0.378190 0.226561 Expected Total MS Cnt: 46.5153 Backgound Scale: 1.03423. ITERATION NUMBER 723. Current Log-Posterior: 86192.6 Step Size: 7446.723781 Smoothing Hyper-parameters: 0.141920 0.202307 0.130376 0.248283 0.240065 0.312227 0.164471 Expected Total MS Cnt: 37.973 Backgound Scale: 1.0287. ITERATION NUMBER 724. Current Log-Posterior: 111685 Step Size: 25492.26501 Smoothing Hyper-parameters: 0.228418 0.112033 0.248830 0.351485 0.242872 0.333544 0.237899 Expected Total MS Cnt: 40.4716 Backgound Scale: 1.01852. ITERATION NUMBER 725. Current Log-Posterior: 89321.7 Step Size: -22363.12651 Smoothing Hyper-parameters: 0.233516 0.044933 0.119450 0.110499 0.191297 0.140210 0.267180 Expected Total MS Cnt: 44.3206 Backgound Scale: 1.03178. ITERATION NUMBER 726. Current Log-Posterior: 133756 Step Size: 44434.23664 Smoothing Hyper-parameters: 0.168431 0.096069 0.101121 0.162816 0.103554 0.264840 0.243101 Expected Total MS Cnt: 32.6992 Backgound Scale: 1.03162. ITERATION NUMBER 727. Current Log-Posterior: 118841 Step Size: -14914.89322 Smoothing Hyper-parameters: 0.126368 0.108105 0.122360 0.116296 0.273966 0.178433 0.167482 Expected Total MS Cnt: 31.9009 Backgound Scale: 1.00532. ITERATION NUMBER 728. Current Log-Posterior: 137205 Step Size: 18363.62222 Smoothing Hyper-parameters: 0.309762 0.192369 0.100561 0.165446 0.225188 0.306173 0.181147 Expected Total MS Cnt: 45.588 Backgound Scale: 1.03235. ITERATION NUMBER 729. Current Log-Posterior: 69183.2 Step Size: -68021.45999 Smoothing Hyper-parameters: 0.199924 0.101090 0.116801 0.203585 0.292870 0.328455 0.234485 Expected Total MS Cnt: 48.9417 Backgound Scale: 1.03456. ITERATION NUMBER 730. Current Log-Posterior: 103584 Step Size: 34400.39061 Smoothing Hyper-parameters: 0.036566 0.167259 0.072872 0.267991 0.201375 0.222604 0.223636 Expected Total MS Cnt: 45.0719 Backgound Scale: 1.02185. ITERATION NUMBER 731. Current Log-Posterior: 361931 Step Size: 258347.4839 Smoothing Hyper-parameters: 0.165059 0.223349 0.186048 0.282912 0.165564 0.212981 0.187041 Expected Total MS Cnt: 36.7828 Backgound Scale: 1.02778. ITERATION NUMBER 732. Current Log-Posterior: 96525.7 Step Size: -265405.3454 Smoothing Hyper-parameters: 0.104501 0.209878 0.205298 0.194896 0.189082 0.241094 0.200558 Expected Total MS Cnt: 30.8627 Backgound Scale: 1.04342. ITERATION NUMBER 733. Current Log-Posterior: 140128 Step Size: 43602.3319 Smoothing Hyper-parameters: 0.114244 0.280832 0.184005 0.150785 0.264220 0.199923 0.252440 Expected Total MS Cnt: 36.8401 Backgound Scale: 1.03822. ITERATION NUMBER 734. Current Log-Posterior: 126358 Step Size: -13770.34387 Smoothing Hyper-parameters: 0.120601 0.100359 0.103476 0.207535 0.275356 0.183428 0.156988 Expected Total MS Cnt: 43.2886 Backgound Scale: 1.02359. ITERATION NUMBER 735. Current Log-Posterior: 143545 Step Size: 17187.04975 Smoothing Hyper-parameters: 0.130949 0.209129 0.120587 0.245380 0.107134 0.143918 0.178734 Expected Total MS Cnt: 32.2569 Backgound Scale: 1.03817. ITERATION NUMBER 736. Current Log-Posterior: 119685 Step Size: -23859.46148 Smoothing Hyper-parameters: 0.084323 0.163803 0.148789 0.193457 0.392550 0.275000 0.251302 Expected Total MS Cnt: 32.2627 Backgound Scale: 1.02176. ITERATION NUMBER 737. Current Log-Posterior: 173990 Step Size: 54304.68856 Smoothing Hyper-parameters: 0.258776 0.197773 0.238891 0.138681 0.308214 0.246803 0.119064 Expected Total MS Cnt: 40.5908 Backgound Scale: 1.02423. ITERATION NUMBER 738. Current Log-Posterior: 73006.7 Step Size: -100983.2565 Smoothing Hyper-parameters: 0.133943 0.302002 0.155083 0.242298 0.223612 0.201317 0.181673 Expected Total MS Cnt: 42.6999 Backgound Scale: 1.033. ITERATION NUMBER 739. Current Log-Posterior: 109794 Step Size: 36787.3205 Smoothing Hyper-parameters: 0.137090 0.280814 0.137006 0.318112 0.257499 0.239325 0.137907 Expected Total MS Cnt: 37.7973 Backgound Scale: 1.02338. ITERATION NUMBER 740. Current Log-Posterior: 111147 Step Size: 1352.946597 Smoothing Hyper-parameters: 0.073379 0.157792 0.162513 0.362534 0.261642 0.333837 0.194577 Expected Total MS Cnt: 45.8582 Backgound Scale: 1.0281. ITERATION NUMBER 741. Current Log-Posterior: 193607 Step Size: 82460.01358 Smoothing Hyper-parameters: 0.201418 0.191935 0.203120 0.124777 0.235672 0.284895 0.119036 Expected Total MS Cnt: 42.1953 Backgound Scale: 1.01886. ITERATION NUMBER 742. Current Log-Posterior: 87488 Step Size: -106119.0544 Smoothing Hyper-parameters: 0.170176 0.045958 0.106151 0.357576 0.128901 0.242140 0.205806 Expected Total MS Cnt: 45.5048 Backgound Scale: 1.02228. ITERATION NUMBER 743. Current Log-Posterior: 146870 Step Size: 59381.61198 Smoothing Hyper-parameters: 0.135053 0.048027 0.136541 0.215814 0.159096 0.193340 0.202123 Expected Total MS Cnt: 55.8021 Backgound Scale: 1.02684. ITERATION NUMBER 744. Current Log-Posterior: 162850 Step Size: 15980.69036 Smoothing Hyper-parameters: 0.089045 0.229774 0.235826 0.278984 0.275073 0.117205 0.202069 Expected Total MS Cnt: 32.5784 Backgound Scale: 1.0297. ITERATION NUMBER 745. Current Log-Posterior: 153912 Step Size: -8937.784835 Smoothing Hyper-parameters: 0.079111 0.286473 0.137275 0.296696 0.237574 0.086030 0.309397 Expected Total MS Cnt: 26.842 Backgound Scale: 1.02228. ITERATION NUMBER 746. Current Log-Posterior: 174054 Step Size: 20141.69324 Smoothing Hyper-parameters: 0.117939 0.205048 0.148673 0.261189 0.322261 0.032998 0.202493 Expected Total MS Cnt: 23.5353 Backgound Scale: 1.027. ITERATION NUMBER 747. Current Log-Posterior: 128632 Step Size: -45421.94076 Smoothing Hyper-parameters: 0.148188 0.210902 0.266251 0.209763 0.119008 0.143632 0.192551 Expected Total MS Cnt: 32.7106 Backgound Scale: 1.01634. ITERATION NUMBER 748. Current Log-Posterior: 104232 Step Size: -24399.75015 Smoothing Hyper-parameters: 0.082116 0.190600 0.228620 0.261061 0.206470 0.306639 0.195672 Expected Total MS Cnt: 40.535 Backgound Scale: 1.03234. ITERATION NUMBER 749. Current Log-Posterior: 173434 Step Size: 69201.84117 Smoothing Hyper-parameters: 0.091807 0.190736 0.263496 0.311966 0.140345 0.123265 0.203904 Expected Total MS Cnt: 32.0265 Backgound Scale: 1.02813. ITERATION NUMBER 750. Current Log-Posterior: 154699 Step Size: -18735.35065 Smoothing Hyper-parameters: 0.230721 0.298508 0.264204 0.304683 0.197923 0.171014 0.166230 Expected Total MS Cnt: 29.5264 Backgound Scale: 1.02442. ITERATION NUMBER 751. Current Log-Posterior: 72690.8 Step Size: -82008.18225 Smoothing Hyper-parameters: 0.172119 0.088028 0.274686 0.210379 0.090373 0.216180 0.112051 Expected Total MS Cnt: 36.2731 Backgound Scale: 1.02693. ITERATION NUMBER 752. Current Log-Posterior: 113004 Step Size: 40312.81937 Smoothing Hyper-parameters: 0.039282 0.154035 0.125883 0.099186 0.259570 0.289071 0.165575 Expected Total MS Cnt: 38.6938 Backgound Scale: 1.03221. ITERATION NUMBER 753. Current Log-Posterior: 338963 Step Size: 225959.5697 Smoothing Hyper-parameters: 0.027931 0.176345 0.032086 0.166502 0.278421 0.136960 0.097165 Expected Total MS Cnt: 41.2727 Backgound Scale: 1.03693. ITERATION NUMBER 754. Current Log-Posterior: 481243 Step Size: 142279.4871 Smoothing Hyper-parameters: 0.071672 0.125476 0.095187 0.222840 0.204449 0.198270 0.357091 Expected Total MS Cnt: 42.3227 Backgound Scale: 1.01466. ITERATION NUMBER 755. Current Log-Posterior: 204061 Step Size: -277181.8016 Smoothing Hyper-parameters: 0.025066 0.146463 0.038917 0.238477 0.159763 0.231496 0.325344 Expected Total MS Cnt: 43.446 Backgound Scale: 1.0348. ITERATION NUMBER 756. Current Log-Posterior: 531675 Step Size: 327614.4881 Smoothing Hyper-parameters: 0.225532 0.065138 0.149550 0.293509 0.216781 0.225098 0.182124 Expected Total MS Cnt: 56.0561 Backgound Scale: 1.01773. ITERATION NUMBER 757. Current Log-Posterior: 110395 Step Size: -421280.0015 Smoothing Hyper-parameters: 0.052882 0.187601 0.149648 0.163461 0.114041 0.278178 0.094377 Expected Total MS Cnt: 60.2267 Backgound Scale: 1.01367. ITERATION NUMBER 758. Current Log-Posterior: 256422 Step Size: 146026.4926 Smoothing Hyper-parameters: 0.036341 0.082428 0.111910 0.205807 0.037733 0.329723 0.281283 Expected Total MS Cnt: 35.3302 Backgound Scale: 1.02534. ITERATION NUMBER 759. Current Log-Posterior: 381341 Step Size: 124919.4544 Smoothing Hyper-parameters: 0.091295 0.108175 0.089857 0.202791 0.088154 0.249319 0.254573 Expected Total MS Cnt: 43.34 Backgound Scale: 1.03544. ITERATION NUMBER 760. Current Log-Posterior: 172653 Step Size: -208688.3076 Smoothing Hyper-parameters: 0.235062 0.162904 0.276236 0.272648 0.249458 0.127208 0.128845 Expected Total MS Cnt: 34.9529 Backgound Scale: 1.02753. ITERATION NUMBER 761. Current Log-Posterior: 79476.6 Step Size: -93176.38006 Smoothing Hyper-parameters: 0.124347 0.159239 0.044123 0.165818 0.097591 0.202317 0.166385 Expected Total MS Cnt: 29.3475 Backgound Scale: 1.02094. ITERATION NUMBER 762. Current Log-Posterior: 140797 Step Size: 61320.07727 Smoothing Hyper-parameters: 0.108185 0.237501 0.154261 0.147648 0.220728 0.096464 0.232647 Expected Total MS Cnt: 28.4306 Backgound Scale: 1.02305. ITERATION NUMBER 763. Current Log-Posterior: 135682 Step Size: -5114.974686 Smoothing Hyper-parameters: 0.164466 0.160186 0.284171 0.270628 0.123502 0.017170 0.198436 Expected Total MS Cnt: 51.3633 Backgound Scale: 1.02686. ITERATION NUMBER 764. Current Log-Posterior: 102217 Step Size: -33465.18364 Smoothing Hyper-parameters: 0.192648 0.035537 0.151544 0.233254 0.153643 0.137276 0.125462 Expected Total MS Cnt: 44.5545 Backgound Scale: 1.02939. ITERATION NUMBER 765. Current Log-Posterior: 159397 Step Size: 57180.14551 Smoothing Hyper-parameters: 0.263606 0.084791 0.285993 0.201947 0.236221 0.142316 0.125462 Expected Total MS Cnt: 39.4141 Backgound Scale: 1.04514. ITERATION NUMBER 766. Current Log-Posterior: 90387.8 Step Size: -69008.84225 Smoothing Hyper-parameters: 0.119352 0.119904 0.151316 0.109213 0.154879 0.169169 0.212305 Expected Total MS Cnt: 38.2072 Backgound Scale: 1.00892. ITERATION NUMBER 767. Current Log-Posterior: 137829 Step Size: 47441.09513 Smoothing Hyper-parameters: 0.116528 0.187279 0.196318 0.202693 0.236355 0.238357 0.237284 Expected Total MS Cnt: 45.5533 Backgound Scale: 1.02035. ITERATION NUMBER 768. Current Log-Posterior: 128602 Step Size: -9226.556746 Smoothing Hyper-parameters: 0.155292 0.206190 0.236924 0.231148 0.286859 0.169428 0.168658 Expected Total MS Cnt: 38.4529 Backgound Scale: 1.02476. ITERATION NUMBER 769. Current Log-Posterior: 102197 Step Size: -26405.80126 Smoothing Hyper-parameters: 0.024283 0.279329 0.125013 0.145872 0.194588 0.268389 0.158148 Expected Total MS Cnt: 48.1462 Backgound Scale: 1.02952. ITERATION NUMBER 770. Current Log-Posterior: 521390 Step Size: 419193.4277 Smoothing Hyper-parameters: 0.107741 0.178852 0.167396 0.269016 0.357680 0.165377 0.167739 Expected Total MS Cnt: 39.0476 Backgound Scale: 1.02732. ITERATION NUMBER 771. Current Log-Posterior: 140242 Step Size: -381147.5437 Smoothing Hyper-parameters: 0.102265 0.148707 0.089777 0.252059 0.212040 0.219809 0.330256 Expected Total MS Cnt: 38.145 Backgound Scale: 1.0103. ITERATION NUMBER 772. Current Log-Posterior: 153188 Step Size: 12945.10741 Smoothing Hyper-parameters: 0.266090 0.180388 0.129491 0.220615 0.252394 0.184809 0.177667 Expected Total MS Cnt: 24.8246 Backgound Scale: 1.03171. ITERATION NUMBER 773. Current Log-Posterior: 75757.6 Step Size: -77430.00081 Smoothing Hyper-parameters: 0.143492 0.138369 0.163222 0.245691 0.189108 0.149503 0.188206 Expected Total MS Cnt: 19.5872 Backgound Scale: 1.02097. ITERATION NUMBER 774. Current Log-Posterior: 116167 Step Size: 40409.35618 Smoothing Hyper-parameters: 0.059187 0.371537 0.365617 0.259157 0.197722 0.281497 0.178096 Expected Total MS Cnt: 22.4752 Backgound Scale: 1.025. ITERATION NUMBER 775. Current Log-Posterior: 219857 Step Size: 103689.8066 Smoothing Hyper-parameters: 0.195728 0.164066 0.108652 0.149817 0.267037 0.080456 0.137888 Expected Total MS Cnt: 20.287 Backgound Scale: 1.03762. ITERATION NUMBER 776. Current Log-Posterior: 95363.4 Step Size: -124493.2976 Smoothing Hyper-parameters: 0.250073 0.118520 0.112439 0.275199 0.340164 0.092684 0.151106 Expected Total MS Cnt: 24.2638 Backgound Scale: 1.01399. ITERATION NUMBER 777. Current Log-Posterior: 87143.7 Step Size: -8219.765315 Smoothing Hyper-parameters: 0.326724 0.027697 0.145965 0.250550 0.181887 0.114407 0.159292 Expected Total MS Cnt: 21.939 Backgound Scale: 1.04105. ITERATION NUMBER 778. Current Log-Posterior: 162790 Step Size: 75646.63133 Smoothing Hyper-parameters: 0.178203 0.167216 0.171786 0.257840 0.124974 0.006842 0.189993 Expected Total MS Cnt: 13.6752 Backgound Scale: 1.01659. ITERATION NUMBER 779. Current Log-Posterior: 100372 Step Size: -62418.40999 Smoothing Hyper-parameters: 0.290678 0.122674 0.256288 0.209054 0.164347 0.255312 0.252471 Expected Total MS Cnt: 15.433 Backgound Scale: 1.03612. ITERATION NUMBER 780. Current Log-Posterior: 76219 Step Size: -24152.84187 Smoothing Hyper-parameters: 0.272319 0.201651 0.280984 0.253943 0.250185 0.248336 0.127463 Expected Total MS Cnt: 21.5412 Backgound Scale: 1.02411. ITERATION NUMBER 781. Current Log-Posterior: 68507.7 Step Size: -7711.291822 Smoothing Hyper-parameters: 0.097119 0.138677 0.243643 0.185979 0.197303 0.242176 0.077171 Expected Total MS Cnt: 16.4104 Backgound Scale: 1.01666. ITERATION NUMBER 782. Current Log-Posterior: 156379 Step Size: 87871.38399 Smoothing Hyper-parameters: 0.156002 0.092413 0.083363 0.143288 0.282520 0.133373 0.205029 Expected Total MS Cnt: 19.5015 Backgound Scale: 1.01852. ITERATION NUMBER 783. Current Log-Posterior: 125054 Step Size: -31325.56837 Smoothing Hyper-parameters: 0.126605 0.137171 0.252027 0.192716 0.251247 0.166033 0.247639 Expected Total MS Cnt: 13.891 Backgound Scale: 1.03893. ITERATION NUMBER 784. Current Log-Posterior: 125913 Step Size: 859.7431495 Smoothing Hyper-parameters: 0.339949 0.232311 0.170298 0.250297 0.096442 0.088048 0.121001 Expected Total MS Cnt: 6.17549 Backgound Scale: 1.02372. ITERATION NUMBER 785. Current Log-Posterior: 60501.9 Step Size: -65411.3584 Smoothing Hyper-parameters: 0.284664 0.198429 0.058540 0.184849 0.055353 0.200305 0.194924 Expected Total MS Cnt: 10.246 Backgound Scale: 1.02722. ITERATION NUMBER 786. Current Log-Posterior: 77574.1 Step Size: 17072.18902 Smoothing Hyper-parameters: 0.039167 0.240228 0.090875 0.180644 0.103508 0.192917 0.201706 Expected Total MS Cnt: 15.2827 Backgound Scale: 1.03634. ITERATION NUMBER 787. Current Log-Posterior: 331078 Step Size: 253503.4794 Smoothing Hyper-parameters: 0.170449 0.283683 0.242297 0.203112 0.159780 0.079745 0.192974 Expected Total MS Cnt: 16.2276 Backgound Scale: 1.0289. ITERATION NUMBER 788. Current Log-Posterior: 91733.5 Step Size: -239344.1024 Smoothing Hyper-parameters: 0.201358 0.042016 0.276244 0.115948 0.101728 0.101355 0.199639 Expected Total MS Cnt: 14.9049 Backgound Scale: 1.0257. ITERATION NUMBER 789. Current Log-Posterior: 141449 Step Size: 49715.85956 Smoothing Hyper-parameters: 0.157687 0.215390 0.042927 0.296609 0.148838 0.138165 0.261154 Expected Total MS Cnt: 5.63451 Backgound Scale: 1.05477. ITERATION NUMBER 790. Current Log-Posterior: 114661 Step Size: -26788.22419 Smoothing Hyper-parameters: 0.136113 0.129587 0.151361 0.112476 0.191569 0.141444 0.118539 Expected Total MS Cnt: 6.68209 Backgound Scale: 1.01164. ITERATION NUMBER 791. Current Log-Posterior: 122838 Step Size: 8176.904103 Smoothing Hyper-parameters: 0.131160 0.039797 0.101803 0.141406 0.012756 0.092693 0.179798 Expected Total MS Cnt: 2.98604 Backgound Scale: 1.02622. ITERATION NUMBER 792. Current Log-Posterior: 181486 Step Size: 58648.12775 Smoothing Hyper-parameters: 0.111120 0.139961 0.269149 0.311563 0.197691 0.203906 0.314616 Expected Total MS Cnt: 2.20746 Backgound Scale: 1.02365. ITERATION NUMBER 793. Current Log-Posterior: 138492 Step Size: -42994.13488 Smoothing Hyper-parameters: 0.255502 0.247018 0.157337 0.140974 0.144911 0.113339 0.107189 Expected Total MS Cnt: 1.39453 Backgound Scale: 1.02725. ITERATION NUMBER 794. Current Log-Posterior: 72147.4 Step Size: -66344.66886 Smoothing Hyper-parameters: 0.195339 0.308569 0.210420 0.267642 0.158791 0.121811 0.063575 Expected Total MS Cnt: 1.54158 Backgound Scale: 1.02549. ITERATION NUMBER 795. Current Log-Posterior: 81777.9 Step Size: 9630.514626 Smoothing Hyper-parameters: 0.126134 0.377464 0.109613 0.154784 0.241369 0.154393 0.154440 Expected Total MS Cnt: 0.379725 Backgound Scale: 1.01194. ITERATION NUMBER 796. Current Log-Posterior: 117114 Step Size: 35335.92608 Smoothing Hyper-parameters: 0.169895 0.105951 0.101390 0.078131 0.056546 0.064718 0.013361 Expected Total MS Cnt: 0.0256761 Backgound Scale: 1.04059. ITERATION NUMBER 797. Current Log-Posterior: 115892 Step Size: -1221.691816 Smoothing Hyper-parameters: 0.068878 0.098949 0.211011 0.112520 0.189347 0.112272 0.078747 Expected Total MS Cnt: 0.402166 Backgound Scale: 1.03599. ITERATION NUMBER 798. Current Log-Posterior: 215457 Step Size: 99564.74982 Smoothing Hyper-parameters: 0.424011 0.182865 0.112519 0.007960 0.221015 0.204452 0.096699 Expected Total MS Cnt: 0.678782 Backgound Scale: 1.02434. ITERATION NUMBER 799. Current Log-Posterior: 82457.3 Step Size: -132999.5525 Smoothing Hyper-parameters: 0.155279 0.139480 0.126504 0.095934 0.184678 0.129994 0.257056 Expected Total MS Cnt: 1.45679 Backgound Scale: 1.02683. ITERATION NUMBER 800. Current Log-Posterior: 113068 Step Size: 30611.10224 Smoothing Hyper-parameters: 0.104351 0.121835 0.295627 0.146015 0.136420 0.154251 0.155851 Expected Total MS Cnt: 1.70891 Backgound Scale: 1.0255. ITERATION NUMBER 801. Current Log-Posterior: 149206 Step Size: 36138.01462 Smoothing Hyper-parameters: 0.192965 0.088396 0.136809 0.115149 0.123833 0.140675 0.127420 Expected Total MS Cnt: 8.03373 Backgound Scale: 1.03126. ITERATION NUMBER 802. Current Log-Posterior: 108971 Step Size: -40235.69284 Smoothing Hyper-parameters: 0.140673 0.138443 0.242619 0.045482 0.089347 0.105498 0.125448 Expected Total MS Cnt: 4.4094 Backgound Scale: 1.03532. ITERATION NUMBER 803. Current Log-Posterior: 120921 Step Size: 11950.44834 Smoothing Hyper-parameters: 0.147065 0.199692 0.166860 0.253153 0.051477 0.229481 0.209528 Expected Total MS Cnt: 3.06896 Backgound Scale: 1.04585. ITERATION NUMBER 804. Current Log-Posterior: 108074 Step Size: -12847.65582 Smoothing Hyper-parameters: 0.127851 0.173667 0.109354 0.060832 0.129021 0.280141 0.196884 Expected Total MS Cnt: 1.25651 Backgound Scale: 1.01199. ITERATION NUMBER 805. Current Log-Posterior: 126759 Step Size: 18684.99981 Smoothing Hyper-parameters: 0.127277 0.141954 0.187518 0.221609 0.198970 0.228717 0.117310 Expected Total MS Cnt: 1.0971 Backgound Scale: 1.02512. ITERATION NUMBER 806. Current Log-Posterior: 126456 Step Size: -302.9029507 Smoothing Hyper-parameters: 0.183253 0.088810 0.090441 0.052993 0.023020 0.251420 0.075914 Expected Total MS Cnt: 2.4262 Backgound Scale: 1.01605. ITERATION NUMBER 807. Current Log-Posterior: 118873 Step Size: -7582.44382 Smoothing Hyper-parameters: 0.200818 0.125314 0.155036 0.018727 0.206497 0.221888 0.094784 Expected Total MS Cnt: 1.25827 Backgound Scale: 1.01616. ITERATION NUMBER 808. Current Log-Posterior: 106205 Step Size: -12668.47237 Smoothing Hyper-parameters: 0.127856 0.274066 0.169048 0.026291 0.064649 0.265558 0.106581 Expected Total MS Cnt: 1.5977 Backgound Scale: 1.01703. ITERATION NUMBER 809. Current Log-Posterior: 123522 Step Size: 17317.37773 Smoothing Hyper-parameters: 0.174318 0.010974 0.217996 0.205023 0.097113 0.256196 0.224060 Expected Total MS Cnt: 0.428443 Backgound Scale: 1.02965. ITERATION NUMBER 810. Current Log-Posterior: 358296 Step Size: 234774.2579 Smoothing Hyper-parameters: 0.130364 0.145305 0.063418 0.202122 0.208609 0.162129 0.138689 Expected Total MS Cnt: 0.579332 Backgound Scale: 1.03693. ITERATION NUMBER 811. Current Log-Posterior: 129909 Step Size: -228387.4872 Smoothing Hyper-parameters: 0.057643 0.167713 0.146722 0.040619 0.090930 0.088884 0.064605 Expected Total MS Cnt: 1.41342 Backgound Scale: 1.04237. ITERATION NUMBER 812. Current Log-Posterior: 244852 Step Size: 114943.1902 Smoothing Hyper-parameters: 0.160203 0.154063 0.355554 0.106456 0.104816 0.141489 0.211370 Expected Total MS Cnt: 1.28951 Backgound Scale: 1.00257. ITERATION NUMBER 813. Current Log-Posterior: 104570 Step Size: -140281.674 Smoothing Hyper-parameters: 0.216309 0.117262 0.068377 0.264066 0.013006 0.239556 0.263267 Expected Total MS Cnt: 1.87371 Backgound Scale: 1.03169. ITERATION NUMBER 814. Current Log-Posterior: 102360 Step Size: -2210.586838 Smoothing Hyper-parameters: 0.023709 0.262347 0.224049 0.096967 0.233416 0.258159 0.052300 Expected Total MS Cnt: 3.38183 Backgound Scale: 1.02263. ITERATION NUMBER 815. Current Log-Posterior: 535768 Step Size: 433408.5781 Smoothing Hyper-parameters: 0.371390 0.195908 0.015413 0.126352 0.204165 0.162849 0.183783 Expected Total MS Cnt: 2.40027 Backgound Scale: 1.03149. ITERATION NUMBER 816. Current Log-Posterior: 103970 Step Size: -431798.044 Smoothing Hyper-parameters: 0.090147 0.179188 0.184630 0.237450 0.239090 0.208627 0.236051 Expected Total MS Cnt: 6.69222 Backgound Scale: 1.04071. ITERATION NUMBER 817. Current Log-Posterior: 160066 Step Size: 56096.05836 Smoothing Hyper-parameters: 0.345190 0.220449 0.073574 0.144060 0.138896 0.216686 0.218753 Expected Total MS Cnt: 11.2212 Backgound Scale: 1.03451. ITERATION NUMBER 818. Current Log-Posterior: 66855.6 Step Size: -93210.82399 Smoothing Hyper-parameters: 0.105885 0.158206 0.087228 0.165456 0.170615 0.190809 0.280472 Expected Total MS Cnt: 5.38633 Backgound Scale: 1.02347. ITERATION NUMBER 819. Current Log-Posterior: 147472 Step Size: 80616.80744 Smoothing Hyper-parameters: 0.028820 0.268684 0.129635 0.257816 0.231489 0.104362 0.228832 Expected Total MS Cnt: 3.46362 Backgound Scale: 1.03606. ITERATION NUMBER 820. Current Log-Posterior: 447156 Step Size: 299683.1982 Smoothing Hyper-parameters: 0.083769 0.263889 0.165361 0.084773 0.141632 0.115180 0.279609 Expected Total MS Cnt: 3.84532 Backgound Scale: 1.02936. ITERATION NUMBER 821. Current Log-Posterior: 167289 Step Size: -279866.6708 Smoothing Hyper-parameters: 0.217591 0.219064 0.034551 0.150248 0.070869 0.229944 0.226986 Expected Total MS Cnt: 1.76622 Backgound Scale: 1.03555. ITERATION NUMBER 822. Current Log-Posterior: 99708.1 Step Size: -67580.79986 Smoothing Hyper-parameters: 0.048140 0.075479 0.201843 0.315685 0.030308 0.065349 0.058103 Expected Total MS Cnt: 0.514007 Backgound Scale: 1.0269. ITERATION NUMBER 823. Current Log-Posterior: 304952 Step Size: 205244.2791 Smoothing Hyper-parameters: 0.180134 0.140502 0.221588 0.116855 0.226106 0.097044 0.238334 Expected Total MS Cnt: 1.30403 Backgound Scale: 1.02902. ITERATION NUMBER 824. Current Log-Posterior: 99173.2 Step Size: -205779.2062 Smoothing Hyper-parameters: 0.171562 0.177738 0.219759 0.131362 0.112375 0.079467 0.208417 Expected Total MS Cnt: 1.80028 Backgound Scale: 1.03626. ITERATION NUMBER 825. Current Log-Posterior: 98810.9 Step Size: -362.2790543 Smoothing Hyper-parameters: 0.129076 0.134486 0.082841 0.034723 0.172774 0.014103 0.181706 Expected Total MS Cnt: 3.52277 Backgound Scale: 1.02894. ITERATION NUMBER 826. Current Log-Posterior: 136494 Step Size: 37683.3031 Smoothing Hyper-parameters: 0.158598 0.161136 0.037659 0.105238 0.109151 0.065167 0.208155 Expected Total MS Cnt: 0.162525 Backgound Scale: 1.02011. ITERATION NUMBER 827. Current Log-Posterior: 122690 Step Size: -13804.26056 Smoothing Hyper-parameters: 0.169565 0.211433 0.112568 0.116833 0.191976 0.128816 0.127386 Expected Total MS Cnt: 0.310138 Backgound Scale: 1.03703. ITERATION NUMBER 828. Current Log-Posterior: 99704.6 Step Size: -22985.3719 Smoothing Hyper-parameters: 0.356595 0.082274 0.096409 0.074367 0.159236 0.121153 0.223495 Expected Total MS Cnt: 1.42625 Backgound Scale: 1.03462. ITERATION NUMBER 829. Current Log-Posterior: 86405 Step Size: -13299.56217 Smoothing Hyper-parameters: 0.160216 0.124494 0.181306 0.166531 0.058659 0.047670 0.071514 Expected Total MS Cnt: 0.935732 Backgound Scale: 1.04798. ITERATION NUMBER 830. Current Log-Posterior: 110232 Step Size: 23826.67743 Smoothing Hyper-parameters: 0.044980 0.154478 0.216907 0.065174 0.259393 0.198717 0.224705 Expected Total MS Cnt: 1.54961 Backgound Scale: 1.03651. ITERATION NUMBER 831. Current Log-Posterior: 296203 Step Size: 185970.829 Smoothing Hyper-parameters: 0.065653 0.043324 0.088546 0.239583 0.192695 0.044149 0.034389 Expected Total MS Cnt: 4.02003 Backgound Scale: 1.02506. ITERATION NUMBER 832. Current Log-Posterior: 268069 Step Size: -28134.0049 Smoothing Hyper-parameters: 0.243106 0.094617 0.076358 0.102604 0.114667 0.120023 0.265513 Expected Total MS Cnt: 4.49937 Backgound Scale: 1.03295. ITERATION NUMBER 833. Current Log-Posterior: 99075.7 Step Size: -168992.8336 Smoothing Hyper-parameters: 0.194738 0.196656 0.113368 0.210367 0.265318 0.113122 0.252980 Expected Total MS Cnt: 3.26462 Backgound Scale: 1.03105. ITERATION NUMBER 834. Current Log-Posterior: 90511.9 Step Size: -8563.816434 Smoothing Hyper-parameters: 0.117642 0.157137 0.047067 0.042728 0.133556 0.052564 0.183965 Expected Total MS Cnt: 5.11035 Backgound Scale: 1.03971. ITERATION NUMBER 835. Current Log-Posterior: 148289 Step Size: 57777.29886 Smoothing Hyper-parameters: 0.058282 0.058000 0.221057 0.113646 0.158893 0.284669 0.236356 Expected Total MS Cnt: 4.0386 Backgound Scale: 1.03427. ITERATION NUMBER 836. Current Log-Posterior: 270727 Step Size: 122437.3751 Smoothing Hyper-parameters: 0.083144 0.075863 0.145008 0.158329 0.133622 0.151358 0.144004 Expected Total MS Cnt: 2.75331 Backgound Scale: 1.02355. ITERATION NUMBER 837. Current Log-Posterior: 193908 Step Size: -76818.35438 Smoothing Hyper-parameters: 0.104294 0.122361 0.073349 0.140017 0.147067 0.101371 0.190200 Expected Total MS Cnt: 0.865131 Backgound Scale: 1.02989. ITERATION NUMBER 838. Current Log-Posterior: 156939 Step Size: -36969.26568 Smoothing Hyper-parameters: 0.198311 0.382916 0.070770 0.050570 0.236895 0.179036 0.091410 Expected Total MS Cnt: 4.03627 Backgound Scale: 1.03362. ITERATION NUMBER 839. Current Log-Posterior: 89015.1 Step Size: -67923.81975 Smoothing Hyper-parameters: 0.125674 0.235133 0.058112 0.103125 0.165420 0.129484 0.232690 Expected Total MS Cnt: 3.33979 Backgound Scale: 1.02954. ITERATION NUMBER 840. Current Log-Posterior: 128960 Step Size: 39945.29287 Smoothing Hyper-parameters: 0.161142 0.062736 0.108156 0.146469 0.157600 0.089526 0.185766 Expected Total MS Cnt: 2.64856 Backgound Scale: 1.02289. ITERATION NUMBER 841. Current Log-Posterior: 136828 Step Size: 7867.82455 Smoothing Hyper-parameters: 0.258496 0.109373 0.216352 0.138544 0.069820 0.195607 0.176143 Expected Total MS Cnt: 0.850698 Backgound Scale: 1.03604. ITERATION NUMBER 842. Current Log-Posterior: 85647.2 Step Size: -51181.01283 Smoothing Hyper-parameters: 0.091041 0.284455 0.231535 0.332767 0.256751 0.279737 0.209360 Expected Total MS Cnt: 1.06531 Backgound Scale: 1.02518. ITERATION NUMBER 843. Current Log-Posterior: 152677 Step Size: 67030.02053 Smoothing Hyper-parameters: 0.121655 0.223118 0.066561 0.112157 0.288512 0.185642 0.059583 Expected Total MS Cnt: 3.31779 Backgound Scale: 1.02268. ITERATION NUMBER 844. Current Log-Posterior: 130291 Step Size: -22386.43494 Smoothing Hyper-parameters: 0.128340 0.047998 0.258871 0.050256 0.211066 0.220236 0.202990 Expected Total MS Cnt: 3.1369 Backgound Scale: 1.02555. ITERATION NUMBER 845. Current Log-Posterior: 169293 Step Size: 39002.18283 Smoothing Hyper-parameters: 0.115389 0.054238 0.247330 0.188033 0.148809 0.121721 0.287443 Expected Total MS Cnt: 5.93661 Backgound Scale: 1.02736. ITERATION NUMBER 846. Current Log-Posterior: 170227 Step Size: 934.2706778 Smoothing Hyper-parameters: 0.158387 0.068422 0.060584 0.230130 0.220050 0.150766 0.077336 Expected Total MS Cnt: 5.35013 Backgound Scale: 1.03827. ITERATION NUMBER 847. Current Log-Posterior: 139764 Step Size: -30463.33325 Smoothing Hyper-parameters: 0.153559 0.211507 0.190150 0.186396 0.151010 0.172898 0.290675 Expected Total MS Cnt: 0.962545 Backgound Scale: 1.03445. ITERATION NUMBER 848. Current Log-Posterior: 103620 Step Size: -36144.07388 Smoothing Hyper-parameters: 0.258997 0.100207 0.110966 0.219047 0.097925 0.136102 0.202104 Expected Total MS Cnt: 0.0516942 Backgound Scale: 1.02112. ITERATION NUMBER 849. Current Log-Posterior: 91584.1 Step Size: -12035.77143 Smoothing Hyper-parameters: 0.029029 0.326194 0.061828 0.257012 0.108811 0.213898 0.103518 Expected Total MS Cnt: 1.08538 Backgound Scale: 1.01113. ITERATION NUMBER 850. Current Log-Posterior: 445427 Step Size: 353842.8446 Smoothing Hyper-parameters: 0.178622 0.124775 0.258501 0.224365 0.073245 0.263683 0.197552 Expected Total MS Cnt: 0.566921 Backgound Scale: 1.02631. ITERATION NUMBER 851. Current Log-Posterior: 101855 Step Size: -343572.2927 Smoothing Hyper-parameters: 0.182648 0.132128 0.062224 0.025741 0.125196 0.219867 0.142233 Expected Total MS Cnt: 3.01643 Backgound Scale: 1.05428. ITERATION NUMBER 852. Current Log-Posterior: 114215 Step Size: 12360.0158 Smoothing Hyper-parameters: 0.162361 0.040173 0.086764 0.137363 0.147292 0.155143 0.123666 Expected Total MS Cnt: 3.43601 Backgound Scale: 1.01911. ITERATION NUMBER 853. Current Log-Posterior: 168228 Step Size: 54012.90293 Smoothing Hyper-parameters: 0.125229 0.204295 0.071201 0.275436 0.288453 0.347928 0.122280 Expected Total MS Cnt: 4.59441 Backgound Scale: 1.02104. ITERATION NUMBER 854. Current Log-Posterior: 126584 Step Size: -41643.79193 Smoothing Hyper-parameters: 0.144613 0.145788 0.235798 0.152537 0.029933 0.203470 0.195069 Expected Total MS Cnt: 12.7072 Backgound Scale: 1.03665. ITERATION NUMBER 855. Current Log-Posterior: 115734 Step Size: -10849.56016 Smoothing Hyper-parameters: 0.139631 0.129341 0.090401 0.174658 0.115178 0.137477 0.167899 Expected Total MS Cnt: 11.8827 Backgound Scale: 1.01911. ITERATION NUMBER 856. Current Log-Posterior: 125295 Step Size: 9561.189287 Smoothing Hyper-parameters: 0.316981 0.234769 0.171637 0.269189 0.105915 0.239688 0.133170 Expected Total MS Cnt: 6.54373 Backgound Scale: 1.02989. ITERATION NUMBER 857. Current Log-Posterior: 62594.3 Step Size: -62701.0559 Smoothing Hyper-parameters: 0.115390 0.106746 0.131294 0.217762 0.358074 0.236818 0.236727 Expected Total MS Cnt: 7.78117 Backgound Scale: 1.03985. ITERATION NUMBER 858. Current Log-Posterior: 145181 Step Size: 82586.57463 Smoothing Hyper-parameters: 0.253197 0.305574 0.198834 0.101496 0.191689 0.096155 0.223903 Expected Total MS Cnt: 5.99076 Backgound Scale: 1.01817. ITERATION NUMBER 859. Current Log-Posterior: 69454.9 Step Size: -75725.94398 Smoothing Hyper-parameters: 0.290848 0.107962 0.192790 0.075373 0.279955 0.286839 0.196004 Expected Total MS Cnt: 1.54984 Backgound Scale: 1.01368. ITERATION NUMBER 860. Current Log-Posterior: 81606.6 Step Size: 12151.613 Smoothing Hyper-parameters: 0.083432 0.129784 0.198843 0.129603 0.103537 0.081207 0.142567 Expected Total MS Cnt: 5.21062 Backgound Scale: 1.04277. ITERATION NUMBER 861. Current Log-Posterior: 178367 Step Size: 96760.36309 Smoothing Hyper-parameters: 0.122869 0.076324 0.199533 0.065378 0.122431 0.233970 0.092177 Expected Total MS Cnt: 3.667 Backgound Scale: 1.03038. ITERATION NUMBER 862. Current Log-Posterior: 147084 Step Size: -31283.18634 Smoothing Hyper-parameters: 0.139047 0.198588 0.263794 0.111943 0.214981 0.258376 0.226226 Expected Total MS Cnt: 1.80687 Backgound Scale: 1.03438. ITERATION NUMBER 863. Current Log-Posterior: 111612 Step Size: -35472.12172 Smoothing Hyper-parameters: 0.068410 0.096088 0.030348 0.186922 0.050405 0.162473 0.108293 Expected Total MS Cnt: 1.99188 Backgound Scale: 1.01951. ITERATION NUMBER 864. Current Log-Posterior: 238427 Step Size: 126815.1054 Smoothing Hyper-parameters: 0.187721 0.193063 0.045455 0.232219 0.103658 0.290577 0.139436 Expected Total MS Cnt: 4.10524 Backgound Scale: 1.02942. ITERATION NUMBER 865. Current Log-Posterior: 104382 Step Size: -134044.7507 Smoothing Hyper-parameters: 0.117058 0.081647 0.093415 0.117511 0.264903 0.195156 0.165154 Expected Total MS Cnt: 1.57697 Backgound Scale: 1.03033. ITERATION NUMBER 866. Current Log-Posterior: 154601 Step Size: 50219.35909 Smoothing Hyper-parameters: 0.163618 0.111947 0.228879 0.048975 0.130352 0.136800 0.284954 Expected Total MS Cnt: 0.199724 Backgound Scale: 1.03849. ITERATION NUMBER 867. Current Log-Posterior: 113026 Step Size: -41574.88004 Smoothing Hyper-parameters: 0.132486 0.048617 0.148052 0.295486 0.137634 0.133577 0.081068 Expected Total MS Cnt: 0.786057 Backgound Scale: 1.0252. ITERATION NUMBER 868. Current Log-Posterior: 163762 Step Size: 50735.46311 Smoothing Hyper-parameters: 0.261274 0.170352 0.058041 0.120199 0.245250 0.110261 0.269488 Expected Total MS Cnt: 1.94593 Backgound Scale: 1.03567. ITERATION NUMBER 869. Current Log-Posterior: 84577.5 Step Size: -79184.43827 Smoothing Hyper-parameters: 0.096178 0.117078 0.184686 0.152063 0.193354 0.196872 0.128972 Expected Total MS Cnt: 4.27187 Backgound Scale: 1.03057. ITERATION NUMBER 870. Current Log-Posterior: 162021 Step Size: 77443.06488 Smoothing Hyper-parameters: 0.228347 0.017177 0.251952 0.134700 0.092028 0.097631 0.189583 Expected Total MS Cnt: 7.55929 Backgound Scale: 1.02942. ITERATION NUMBER 871. Current Log-Posterior: 240668 Step Size: 78647.2492 Smoothing Hyper-parameters: 0.140774 0.250018 0.125568 0.157320 0.045194 0.138727 0.067431 Expected Total MS Cnt: 6.48388 Backgound Scale: 1.0258. ITERATION NUMBER 872. Current Log-Posterior: 112231 Step Size: -128436.7265 Smoothing Hyper-parameters: 0.064186 0.181080 0.130974 0.207360 0.217942 0.176318 0.181747 Expected Total MS Cnt: 14.7156 Backgound Scale: 1.01548. ITERATION NUMBER 873. Current Log-Posterior: 214287 Step Size: 102056.2465 Smoothing Hyper-parameters: 0.161572 0.250730 0.260986 0.092987 0.171570 0.127018 0.060768 Expected Total MS Cnt: 9.6797 Backgound Scale: 1.03983. ITERATION NUMBER 874. Current Log-Posterior: 97853.2 Step Size: -116434.1179 Smoothing Hyper-parameters: 0.184929 0.141351 0.180804 0.180766 0.176738 0.168913 0.279394 Expected Total MS Cnt: 14.8723 Backgound Scale: 1.02743. ITERATION NUMBER 875. Current Log-Posterior: 97759.8 Step Size: -93.37504161 Smoothing Hyper-parameters: 0.199290 0.048449 0.036064 0.200326 0.201100 0.105349 0.292747 Expected Total MS Cnt: 8.05643 Backgound Scale: 1.03588. ITERATION NUMBER 876. Current Log-Posterior: 151620 Step Size: 53860.08262 Smoothing Hyper-parameters: 0.222805 0.098304 0.140584 0.148280 0.261072 0.274174 0.247463 Expected Total MS Cnt: 12.8901 Backgound Scale: 1.02951. ITERATION NUMBER 877. Current Log-Posterior: 97418.2 Step Size: -54201.67793 Smoothing Hyper-parameters: 0.114777 0.185933 0.234175 0.179370 0.109961 0.204523 0.199225 Expected Total MS Cnt: 10.7839 Backgound Scale: 1.03722. ITERATION NUMBER 878. Current Log-Posterior: 130651 Step Size: 33232.64049 Smoothing Hyper-parameters: 0.122300 0.091331 0.094695 0.049696 0.283607 0.273423 0.363811 Expected Total MS Cnt: 9.47865 Backgound Scale: 1.01831. ITERATION NUMBER 879. Current Log-Posterior: 147730 Step Size: 17078.89499 Smoothing Hyper-parameters: 0.171161 0.228110 0.090426 0.207551 0.134891 0.207171 0.202065 Expected Total MS Cnt: 13.4554 Backgound Scale: 1.02504. ITERATION NUMBER 880. Current Log-Posterior: 98278.3 Step Size: -49451.40105 Smoothing Hyper-parameters: 0.213170 0.236793 0.185415 0.196216 0.357624 0.130737 0.208889 Expected Total MS Cnt: 10.6457 Backgound Scale: 1.0341. ITERATION NUMBER 881. Current Log-Posterior: 80421.4 Step Size: -17856.98724 Smoothing Hyper-parameters: 0.250639 0.185298 0.180763 0.222093 0.121448 0.266232 0.270840 Expected Total MS Cnt: 10.6882 Backgound Scale: 1.02485. ITERATION NUMBER 882. Current Log-Posterior: 76217.5 Step Size: -4203.820485 Smoothing Hyper-parameters: 0.039323 0.198362 0.202722 0.062657 0.284200 0.249569 0.300036 Expected Total MS Cnt: 11.8293 Backgound Scale: 1.03003. ITERATION NUMBER 883. Current Log-Posterior: 332622 Step Size: 256404.86 Smoothing Hyper-parameters: 0.199565 0.040668 0.122981 0.152390 0.090033 0.129115 0.257366 Expected Total MS Cnt: 13.669 Backgound Scale: 1.00749. ITERATION NUMBER 884. Current Log-Posterior: 148511 Step Size: -184111.1301 Smoothing Hyper-parameters: 0.143453 0.034443 0.069649 0.081415 0.085485 0.271074 0.300136 Expected Total MS Cnt: 19.2207 Backgound Scale: 1.0343. ITERATION NUMBER 885. Current Log-Posterior: 191890 Step Size: 43378.61708 Smoothing Hyper-parameters: 0.119445 0.137176 0.059236 0.243719 0.238213 0.123444 0.245379 Expected Total MS Cnt: 14.1467 Backgound Scale: 1.02957. ITERATION NUMBER 886. Current Log-Posterior: 141395 Step Size: -50494.92977 Smoothing Hyper-parameters: 0.060564 0.083715 0.212772 0.280742 0.158209 0.329348 0.241592 Expected Total MS Cnt: 13.2662 Backgound Scale: 1.02865. ITERATION NUMBER 887. Current Log-Posterior: 243542 Step Size: 102147.2634 Smoothing Hyper-parameters: 0.232321 0.085333 0.182891 0.257647 0.159487 0.276777 0.187125 Expected Total MS Cnt: 17.0282 Backgound Scale: 1.01846. ITERATION NUMBER 888. Current Log-Posterior: 98432.1 Step Size: -145110.1636 Smoothing Hyper-parameters: 0.192710 0.091489 0.202903 0.174810 0.157859 0.206268 0.216061 Expected Total MS Cnt: 17.9952 Backgound Scale: 1.0276. ITERATION NUMBER 889. Current Log-Posterior: 104972 Step Size: 6539.981469 Smoothing Hyper-parameters: 0.064256 0.256667 0.111895 0.044823 0.291773 0.106564 0.272569 Expected Total MS Cnt: 30.4438 Backgound Scale: 1.02374. ITERATION NUMBER 890. Current Log-Posterior: 215540 Step Size: 110567.8625 Smoothing Hyper-parameters: 0.103253 0.074833 0.038566 0.064711 0.377299 0.148608 0.341231 Expected Total MS Cnt: 29.5204 Backgound Scale: 1.03321. ITERATION NUMBER 891. Current Log-Posterior: 183942 Step Size: -31598.29191 Smoothing Hyper-parameters: 0.177431 0.175296 0.130004 0.147218 0.252058 0.243556 0.280114 Expected Total MS Cnt: 26.9972 Backgound Scale: 1.02241. ITERATION NUMBER 892. Current Log-Posterior: 98550.9 Step Size: -85390.73855 Smoothing Hyper-parameters: 0.023741 0.130316 0.161927 0.244684 0.217535 0.237457 0.169764 Expected Total MS Cnt: 26.4211 Backgound Scale: 1.04591. ITERATION NUMBER 893. Current Log-Posterior: 550762 Step Size: 452211.5672 Smoothing Hyper-parameters: 0.300481 0.111340 0.086823 0.080132 0.222607 0.158673 0.080450 Expected Total MS Cnt: 18.067 Backgound Scale: 1.02428. ITERATION NUMBER 894. Current Log-Posterior: 84857.5 Step Size: -465904.9151 Smoothing Hyper-parameters: 0.135852 0.295280 0.192138 0.343661 0.225492 0.222523 0.172301 Expected Total MS Cnt: 17.2772 Backgound Scale: 1.03673. ITERATION NUMBER 895. Current Log-Posterior: 107770 Step Size: 22912.27193 Smoothing Hyper-parameters: 0.232853 0.289375 0.109575 0.144370 0.228454 0.348185 0.232154 Expected Total MS Cnt: 28.4111 Backgound Scale: 1.01804. ITERATION NUMBER 896. Current Log-Posterior: 77227.8 Step Size: -30541.96545 Smoothing Hyper-parameters: 0.164344 0.164529 0.247089 0.159617 0.138724 0.108420 0.177402 Expected Total MS Cnt: 23.191 Backgound Scale: 1.01688. ITERATION NUMBER 897. Current Log-Posterior: 101581 Step Size: 24353.35443 Smoothing Hyper-parameters: 0.116049 0.218265 0.191209 0.163727 0.243346 0.193654 0.135224 Expected Total MS Cnt: 30.0189 Backgound Scale: 1.02509. ITERATION NUMBER 898. Current Log-Posterior: 127691 Step Size: 26110.01933 Smoothing Hyper-parameters: 0.180586 0.178874 0.206932 0.181848 0.267450 0.168445 0.094741 Expected Total MS Cnt: 21.9229 Backgound Scale: 1.03055. ITERATION NUMBER 899. Current Log-Posterior: 94023.2 Step Size: -33668.04535 Smoothing Hyper-parameters: 0.184596 0.158981 0.156914 0.157432 0.192744 0.258102 0.120719 Expected Total MS Cnt: 27.6624 Backgound Scale: 1.03369. ITERATION NUMBER 900. Current Log-Posterior: 95673.2 Step Size: 1650.038309 Smoothing Hyper-parameters: 0.200340 0.111127 0.134337 0.204201 0.300202 0.197362 0.259521 Expected Total MS Cnt: 23.4674 Backgound Scale: 1.01287. ITERATION NUMBER 901. Current Log-Posterior: 99566.2 Step Size: 3892.992591 Smoothing Hyper-parameters: 0.019042 0.222337 0.199772 0.233918 0.188976 0.210549 0.279761 Expected Total MS Cnt: 28.7431 Backgound Scale: 1.01706. ITERATION NUMBER 902. Current Log-Posterior: 663482 Step Size: 563915.387 Smoothing Hyper-parameters: 0.084580 0.078028 0.192230 0.227633 0.146812 0.171832 0.298460 Expected Total MS Cnt: 23.7515 Backgound Scale: 1.01358. ITERATION NUMBER 903. Current Log-Posterior: 191350 Step Size: -472132.0267 Smoothing Hyper-parameters: 0.039638 0.241459 0.194132 0.209306 0.130415 0.202118 0.212480 Expected Total MS Cnt: 24.4062 Backgound Scale: 1.01819. ITERATION NUMBER 904. Current Log-Posterior: 329444 Step Size: 138094.0936 Smoothing Hyper-parameters: 0.102872 0.228926 0.231111 0.184044 0.231570 0.239392 0.302600 Expected Total MS Cnt: 16.9895 Backgound Scale: 1.02797. ITERATION NUMBER 905. Current Log-Posterior: 139714 Step Size: -189729.2076 Smoothing Hyper-parameters: 0.079572 0.153982 0.115670 0.195425 0.308068 0.135177 0.209742 Expected Total MS Cnt: 21.0034 Backgound Scale: 1.01192. ITERATION NUMBER 906. Current Log-Posterior: 184146 Step Size: 44431.29698 Smoothing Hyper-parameters: 0.051980 0.187136 0.203788 0.031171 0.250989 0.208925 0.176862 Expected Total MS Cnt: 17.4844 Backgound Scale: 1.02698. ITERATION NUMBER 907. Current Log-Posterior: 260420 Step Size: 76274.49501 Smoothing Hyper-parameters: 0.040003 0.202059 0.116368 0.199057 0.122091 0.189196 0.204184 Expected Total MS Cnt: 19.9432 Backgound Scale: 1.02876. ITERATION NUMBER 908. Current Log-Posterior: 325635 Step Size: 65214.88887 Smoothing Hyper-parameters: 0.052044 0.164834 0.209391 0.025962 0.197724 0.189196 0.166818 Expected Total MS Cnt: 27.7531 Backgound Scale: 1.02404. ITERATION NUMBER 909. Current Log-Posterior: 267122 Step Size: -58513.251 Smoothing Hyper-parameters: 0.237775 0.161191 0.058257 0.012871 0.204861 0.220321 0.285810 Expected Total MS Cnt: 21.6024 Backgound Scale: 1.03002. ITERATION NUMBER 910. Current Log-Posterior: 104346 Step Size: -162775.5405 Smoothing Hyper-parameters: 0.150172 0.183827 0.138919 0.103896 0.196384 0.170612 0.220992 Expected Total MS Cnt: 23.1515 Backgound Scale: 1.02302. ITERATION NUMBER 911. Current Log-Posterior: 110109 Step Size: 5762.226402 Smoothing Hyper-parameters: 0.158704 0.248821 0.276518 0.154777 0.078627 0.059547 0.323013 Expected Total MS Cnt: 27.3993 Backgound Scale: 1.03377. ITERATION NUMBER 912. Current Log-Posterior: 97736.7 Step Size: -12371.81651 Smoothing Hyper-parameters: 0.249444 0.074717 0.053346 0.125035 0.204359 0.170029 0.062835 Expected Total MS Cnt: 19.3195 Backgound Scale: 1.02293. ITERATION NUMBER 913. Current Log-Posterior: 110657 Step Size: 12919.8617 Smoothing Hyper-parameters: 0.254278 0.191410 0.216014 0.258085 0.029711 0.208656 0.323592 Expected Total MS Cnt: 19.3961 Backgound Scale: 1.01848. ITERATION NUMBER 914. Current Log-Posterior: 73977 Step Size: -36679.63857 Smoothing Hyper-parameters: 0.171257 0.202358 0.213149 0.125956 0.237410 0.131373 0.248112 Expected Total MS Cnt: 17.3122 Backgound Scale: 1.01387. ITERATION NUMBER 915. Current Log-Posterior: 95487.4 Step Size: 21510.45409 Smoothing Hyper-parameters: 0.101874 0.139016 0.136769 0.115035 0.182996 0.319976 0.192505 Expected Total MS Cnt: 10.6476 Backgound Scale: 1.0235. ITERATION NUMBER 916. Current Log-Posterior: 152585 Step Size: 57097.32901 Smoothing Hyper-parameters: 0.074639 0.116346 0.232357 0.223248 0.208757 0.118141 0.202486 Expected Total MS Cnt: 11.1724 Backgound Scale: 1.02732. ITERATION NUMBER 917. Current Log-Posterior: 197953 Step Size: 45367.91125 Smoothing Hyper-parameters: 0.042598 0.250421 0.267220 0.270697 0.122942 0.113977 0.281129 Expected Total MS Cnt: 23.7918 Backgound Scale: 1.01693. ITERATION NUMBER 918. Current Log-Posterior: 299893 Step Size: 101940.1635 Smoothing Hyper-parameters: 0.311525 0.154529 0.256380 0.144587 0.254175 0.249784 0.115784 Expected Total MS Cnt: 13.4561 Backgound Scale: 1.0239. ITERATION NUMBER 919. Current Log-Posterior: 68438.7 Step Size: -231454.1207 Smoothing Hyper-parameters: 0.114105 0.142950 0.120459 0.251518 0.303145 0.142273 0.156023 Expected Total MS Cnt: 12.1497 Backgound Scale: 1.0257. ITERATION NUMBER 920. Current Log-Posterior: 137935 Step Size: 69496.13925 Smoothing Hyper-parameters: 0.392742 0.196424 0.218275 0.358469 0.159274 0.139145 0.164294 Expected Total MS Cnt: 12.1846 Backgound Scale: 1.02692. ITERATION NUMBER 921. Current Log-Posterior: 56275.6 Step Size: -81659.23333 Smoothing Hyper-parameters: 0.289606 0.275847 0.173367 0.085083 0.135709 0.054818 0.376770 Expected Total MS Cnt: 9.40929 Backgound Scale: 1.02742. ITERATION NUMBER 922. Current Log-Posterior: 66375 Step Size: 10099.43604 Smoothing Hyper-parameters: 0.217917 0.209703 0.163169 0.076525 0.274899 0.233497 0.143781 Expected Total MS Cnt: 6.34469 Backgound Scale: 1.04639. ITERATION NUMBER 923. Current Log-Posterior: 83423.7 Step Size: 17048.65557 Smoothing Hyper-parameters: 0.240176 0.173763 0.201972 0.067297 0.132850 0.235413 0.256751 Expected Total MS Cnt: 4.66127 Backgound Scale: 1.0294. ITERATION NUMBER 924. Current Log-Posterior: 80476.4 Step Size: -2947.296645 Smoothing Hyper-parameters: 0.088972 0.208645 0.093000 0.227987 0.326230 0.263194 0.217402 Expected Total MS Cnt: 6.55751 Backgound Scale: 1.04218. ITERATION NUMBER 925. Current Log-Posterior: 162770 Step Size: 82293.72435 Smoothing Hyper-parameters: 0.031232 0.124294 0.076427 0.159104 0.217182 0.029704 0.212559 Expected Total MS Cnt: 7.14494 Backgound Scale: 1.02321. ITERATION NUMBER 926. Current Log-Posterior: 425695 Step Size: 262924.4873 Smoothing Hyper-parameters: 0.141348 0.271108 0.285044 0.224942 0.105424 0.217248 0.244659 Expected Total MS Cnt: 3.35626 Backgound Scale: 1.02948. ITERATION NUMBER 927. Current Log-Posterior: 105257 Step Size: -320437.7555 Smoothing Hyper-parameters: 0.106726 0.136953 0.080428 0.326641 0.045515 0.077012 0.180460 Expected Total MS Cnt: 9.31084 Backgound Scale: 1.04035. ITERATION NUMBER 928. Current Log-Posterior: 151237 Step Size: 45980.1381 Smoothing Hyper-parameters: 0.171737 0.098584 0.198159 0.169634 0.145097 0.211823 0.314398 Expected Total MS Cnt: 5.70115 Backgound Scale: 1.05392. ITERATION NUMBER 929. Current Log-Posterior: 111667 Step Size: -39569.72363 Smoothing Hyper-parameters: 0.177574 0.128249 0.217167 0.197784 0.098774 0.029233 0.177118 Expected Total MS Cnt: 3.1355 Backgound Scale: 1.02443. ITERATION NUMBER 930. Current Log-Posterior: 101966 Step Size: -9701.488878 Smoothing Hyper-parameters: 0.292470 0.242736 0.198455 0.186882 0.153277 0.156287 0.252676 Expected Total MS Cnt: 5.56236 Backgound Scale: 1.02353. ITERATION NUMBER 931. Current Log-Posterior: 64836.9 Step Size: -37128.915 Smoothing Hyper-parameters: 0.207281 0.237281 0.148085 0.084392 0.256643 0.154564 0.092780 Expected Total MS Cnt: 3.96117 Backgound Scale: 1.02095. ITERATION NUMBER 932. Current Log-Posterior: 84626.2 Step Size: 19789.38903 Smoothing Hyper-parameters: 0.201003 0.215183 0.048347 0.064081 0.275157 0.090812 0.193157 Expected Total MS Cnt: 3.52698 Backgound Scale: 1.03421. ITERATION NUMBER 933. Current Log-Posterior: 97799.7 Step Size: 13173.45564 Smoothing Hyper-parameters: 0.136413 0.178307 0.280989 0.182101 0.125259 0.026794 0.316788 Expected Total MS Cnt: 15.2539 Backgound Scale: 1.03487. ITERATION NUMBER 934. Current Log-Posterior: 115555 Step Size: 17755.07785 Smoothing Hyper-parameters: 0.161151 0.095039 0.191205 0.314511 0.090713 0.249720 0.065958 Expected Total MS Cnt: 7.30239 Backgound Scale: 1.01358. ITERATION NUMBER 935. Current Log-Posterior: 117258 Step Size: 1703.413299 Smoothing Hyper-parameters: 0.122623 0.222403 0.173391 0.331701 0.084440 0.221947 0.039574 Expected Total MS Cnt: 9.24183 Backgound Scale: 1.03094. ITERATION NUMBER 936. Current Log-Posterior: 123106 Step Size: 5847.529497 Smoothing Hyper-parameters: 0.149629 0.172393 0.178541 0.216043 0.088699 0.112855 0.055266 Expected Total MS Cnt: 8.95205 Backgound Scale: 1.02475. ITERATION NUMBER 937. Current Log-Posterior: 108359 Step Size: -14746.73281 Smoothing Hyper-parameters: 0.239532 0.230538 0.170963 0.420483 0.170356 0.206570 0.088843 Expected Total MS Cnt: 7.08818 Backgound Scale: 1.04087. ITERATION NUMBER 938. Current Log-Posterior: 73776.5 Step Size: -34582.4915 Smoothing Hyper-parameters: 0.238075 0.136067 0.231695 0.240018 0.298935 0.102841 0.180291 Expected Total MS Cnt: 19.4156 Backgound Scale: 1.01506. ITERATION NUMBER 939. Current Log-Posterior: 83424.9 Step Size: 9648.377551 Smoothing Hyper-parameters: 0.078876 0.205051 0.195662 0.134613 0.229708 0.215716 0.077826 Expected Total MS Cnt: 26.7536 Backgound Scale: 1.01101. ITERATION NUMBER 940. Current Log-Posterior: 177435 Step Size: 94009.91437 Smoothing Hyper-parameters: 0.240976 0.100224 0.205195 0.165663 0.141882 0.286243 0.078223 Expected Total MS Cnt: 12.9813 Backgound Scale: 1.03095. ITERATION NUMBER 941. Current Log-Posterior: 91622.9 Step Size: -85811.89368 Smoothing Hyper-parameters: 0.098426 0.280793 0.102959 0.214228 0.133497 0.074068 0.144574 Expected Total MS Cnt: 8.84498 Backgound Scale: 1.03235. ITERATION NUMBER 942. Current Log-Posterior: 147039 Step Size: 55416.5345 Smoothing Hyper-parameters: 0.059800 0.229771 0.243545 0.271062 0.090173 0.187945 0.195758 Expected Total MS Cnt: 3.50964 Backgound Scale: 1.0316. ITERATION NUMBER 943. Current Log-Posterior: 224555 Step Size: 77515.14409 Smoothing Hyper-parameters: 0.122223 0.254539 0.116092 0.141602 0.316567 0.074139 0.075202 Expected Total MS Cnt: 5.46316 Backgound Scale: 1.03282. ITERATION NUMBER 944. Current Log-Posterior: 123766 Step Size: -100788.9511 Smoothing Hyper-parameters: 0.137554 0.128560 0.188669 0.184706 0.078399 0.099554 0.163114 Expected Total MS Cnt: 11.4585 Backgound Scale: 1.02694. ITERATION NUMBER 945. Current Log-Posterior: 122907 Step Size: -858.8297215 Smoothing Hyper-parameters: 0.144122 0.130407 0.175023 0.082169 0.169386 0.121095 0.068650 Expected Total MS Cnt: 7.26993 Backgound Scale: 1.04036. ITERATION NUMBER 946. Current Log-Posterior: 118299 Step Size: -4607.468621 Smoothing Hyper-parameters: 0.262851 0.178389 0.110738 0.087973 0.138720 0.202693 0.235223 Expected Total MS Cnt: 7.99751 Backgound Scale: 1.01936. ITERATION NUMBER 947. Current Log-Posterior: 79133 Step Size: -39166.28104 Smoothing Hyper-parameters: 0.240584 0.161669 0.212315 0.189759 0.053181 0.246906 0.167142 Expected Total MS Cnt: 6.16557 Backgound Scale: 1.02376. ITERATION NUMBER 948. Current Log-Posterior: 79831.7 Step Size: 698.6797476 Smoothing Hyper-parameters: 0.100142 0.197993 0.143264 0.012868 0.241733 0.163569 0.247676 Expected Total MS Cnt: 5.92912 Backgound Scale: 1.02721. ITERATION NUMBER 949. Current Log-Posterior: 161211 Step Size: 81379.171 Smoothing Hyper-parameters: 0.255940 0.178193 0.171087 0.048659 0.135235 0.027707 0.297008 Expected Total MS Cnt: 3.14948 Backgound Scale: 1.01477. ITERATION NUMBER 950. Current Log-Posterior: 79012.9 Step Size: -82198.0147 Smoothing Hyper-parameters: 0.283788 0.147003 0.117809 0.016085 0.118976 0.139058 0.124238 Expected Total MS Cnt: 4.53711 Backgound Scale: 1.04443. ITERATION NUMBER 951. Current Log-Posterior: 87257.3 Step Size: 8244.424758 Smoothing Hyper-parameters: 0.071493 0.061113 0.152467 0.120060 0.052040 0.110496 0.183299 Expected Total MS Cnt: 5.54968 Backgound Scale: 1.03297. ITERATION NUMBER 952. Current Log-Posterior: 230282 Step Size: 143024.8404 Smoothing Hyper-parameters: 0.151959 0.213750 0.187740 0.155558 0.068752 0.186603 0.198765 Expected Total MS Cnt: 4.24177 Backgound Scale: 1.04205. ITERATION NUMBER 953. Current Log-Posterior: 105457 Step Size: -124825.1271 Smoothing Hyper-parameters: 0.123300 0.136265 0.133990 0.143184 0.071949 0.075068 0.103663 Expected Total MS Cnt: 3.91769 Backgound Scale: 1.04167. ITERATION NUMBER 954. Current Log-Posterior: 132666 Step Size: 27208.81595 Smoothing Hyper-parameters: 0.238781 0.204289 0.212849 0.152955 0.285118 0.192855 0.168524 Expected Total MS Cnt: 4.11893 Backgound Scale: 1.02885. ITERATION NUMBER 955. Current Log-Posterior: 76359.5 Step Size: -56306.36694 Smoothing Hyper-parameters: 0.247889 0.132006 0.089974 0.194408 0.267390 0.139044 0.262422 Expected Total MS Cnt: 9.39888 Backgound Scale: 1.02418. ITERATION NUMBER 956. Current Log-Posterior: 86991.3 Step Size: 10631.79512 Smoothing Hyper-parameters: 0.139785 0.154313 0.180576 0.056472 0.138449 0.058941 0.191182 Expected Total MS Cnt: 5.69199 Backgound Scale: 1.02055. ITERATION NUMBER 957. Current Log-Posterior: 119051 Step Size: 32059.72063 Smoothing Hyper-parameters: 0.212184 0.131447 0.180576 0.077363 0.229365 0.106371 0.065287 Expected Total MS Cnt: 8.01073 Backgound Scale: 1.02452. ITERATION NUMBER 958. Current Log-Posterior: 92746.3 Step Size: -26304.70292 Smoothing Hyper-parameters: 0.118235 0.161174 0.286538 0.132892 0.145671 0.102944 0.105467 Expected Total MS Cnt: 8.81036 Backgound Scale: 1.02941. ITERATION NUMBER 959. Current Log-Posterior: 129990 Step Size: 37244.10476 Smoothing Hyper-parameters: 0.212731 0.154970 0.024621 0.102030 0.140614 0.245264 0.134582 Expected Total MS Cnt: 5.6529 Backgound Scale: 1.02403. ITERATION NUMBER 960. Current Log-Posterior: 113356 Step Size: -16634.82225 Smoothing Hyper-parameters: 0.196224 0.071086 0.128700 0.175073 0.259623 0.280084 0.115626 Expected Total MS Cnt: 6.52083 Backgound Scale: 1.01996. ITERATION NUMBER 961. Current Log-Posterior: 115629 Step Size: 2273.169912 Smoothing Hyper-parameters: 0.211779 0.369821 0.214866 0.348780 0.065988 0.130949 0.169564 Expected Total MS Cnt: 4.50392 Backgound Scale: 1.03294. ITERATION NUMBER 962. Current Log-Posterior: 76170.7 Step Size: -39458.07473 Smoothing Hyper-parameters: 0.231225 0.179639 0.225979 0.109054 0.042292 0.086508 0.046577 Expected Total MS Cnt: 7.55657 Backgound Scale: 1.04793. ITERATION NUMBER 963. Current Log-Posterior: 81046.8 Step Size: 4876.175802 Smoothing Hyper-parameters: 0.077778 0.104664 0.175129 0.192465 0.019877 0.194524 0.096696 Expected Total MS Cnt: 7.57952 Backgound Scale: 1.04497. ITERATION NUMBER 964. Current Log-Posterior: 195733 Step Size: 114686.0552 Smoothing Hyper-parameters: 0.123887 0.096972 0.089118 0.089201 0.038861 0.121285 0.274613 Expected Total MS Cnt: 9.4134 Backgound Scale: 1.04216. ITERATION NUMBER 965. Current Log-Posterior: 145131 Step Size: -50602.15406 Smoothing Hyper-parameters: 0.170858 0.067965 0.177406 0.183449 0.171446 0.152744 0.116931 Expected Total MS Cnt: 14.2767 Backgound Scale: 1.01949. ITERATION NUMBER 966. Current Log-Posterior: 126233 Step Size: -18897.69655 Smoothing Hyper-parameters: 0.086387 0.166609 0.232543 0.135511 0.190006 0.145133 0.217782 Expected Total MS Cnt: 9.06499 Backgound Scale: 1.02608. ITERATION NUMBER 967. Current Log-Posterior: 168521 Step Size: 42288.23665 Smoothing Hyper-parameters: 0.017604 0.141991 0.251085 0.041519 0.267109 0.185003 0.160510 Expected Total MS Cnt: 4.40533 Backgound Scale: 1.04273. ITERATION NUMBER 968. Current Log-Posterior: 734804 Step Size: 566283.0339 Smoothing Hyper-parameters: 0.092577 0.154970 0.044708 0.119332 0.071510 0.145232 0.184324 Expected Total MS Cnt: 5.84381 Backgound Scale: 1.03918. ITERATION NUMBER 969. Current Log-Posterior: 172778 Step Size: -562026.29 Smoothing Hyper-parameters: 0.118063 0.195489 0.108473 0.223912 0.347490 0.086479 0.187037 Expected Total MS Cnt: 6.24707 Backgound Scale: 1.01972. ITERATION NUMBER 970. Current Log-Posterior: 130564 Step Size: -42213.79172 Smoothing Hyper-parameters: 0.313965 0.241966 0.215199 0.030500 0.280109 0.256467 0.179409 Expected Total MS Cnt: 4.89585 Backgound Scale: 1.02528. ITERATION NUMBER 971. Current Log-Posterior: 67774.8 Step Size: -62789.39448 Smoothing Hyper-parameters: 0.253351 0.151234 0.029638 0.110440 0.208122 0.081588 0.176416 Expected Total MS Cnt: 6.17375 Backgound Scale: 1.03061. ITERATION NUMBER 972. Current Log-Posterior: 101532 Step Size: 33757.50093 Smoothing Hyper-parameters: 0.273324 0.081018 0.172644 0.088191 0.327797 0.107665 0.090492 Expected Total MS Cnt: 8.60252 Backgound Scale: 1.03142. ITERATION NUMBER 973. Current Log-Posterior: 93776.6 Step Size: -7755.725949 Smoothing Hyper-parameters: 0.144665 0.140634 0.056843 0.071153 0.204169 0.091864 0.276154 Expected Total MS Cnt: 11.0301 Backgound Scale: 1.0385. ITERATION NUMBER 974. Current Log-Posterior: 127390 Step Size: 33612.89112 Smoothing Hyper-parameters: 0.083813 0.137840 0.153411 0.170525 0.204169 0.091958 0.166065 Expected Total MS Cnt: 11.7577 Backgound Scale: 1.0194. ITERATION NUMBER 975. Current Log-Posterior: 177701 Step Size: 50311.6851 Smoothing Hyper-parameters: 0.013150 0.161863 0.303200 0.307722 0.122519 0.156295 0.131367 Expected Total MS Cnt: 9.23383 Backgound Scale: 1.01783. ITERATION NUMBER 976. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.183007 0.108130 0.094331 0.147779 0.133714 0.319358 0.183111 Expected Total MS Cnt: 8.8292 Backgound Scale: 1.02275. ITERATION NUMBER 977. Current Log-Posterior: 109971 Step Size: -inf Smoothing Hyper-parameters: 0.156778 0.081445 0.189863 0.182089 0.232463 0.223228 0.216225 Expected Total MS Cnt: 8.08194 Backgound Scale: 1.04359. ITERATION NUMBER 978. Current Log-Posterior: 123754 Step Size: 13783.15192 Smoothing Hyper-parameters: 0.235556 0.049693 0.235027 0.202935 0.141063 0.225868 0.317822 Expected Total MS Cnt: 6.6267 Backgound Scale: 1.04841. ITERATION NUMBER 979. Current Log-Posterior: 121432 Step Size: -2321.715053 Smoothing Hyper-parameters: 0.060188 0.060238 0.220968 0.071519 0.381698 0.204811 0.211016 Expected Total MS Cnt: 7.65351 Backgound Scale: 1.03546. ITERATION NUMBER 980. Current Log-Posterior: 256817 Step Size: 135384.4852 Smoothing Hyper-parameters: 0.094678 0.119167 0.056702 0.283526 0.264828 0.085779 0.157941 Expected Total MS Cnt: 7.15811 Backgound Scale: 1.02944. ITERATION NUMBER 981. Current Log-Posterior: 171533 Step Size: -85284.09931 Smoothing Hyper-parameters: 0.101911 0.111890 0.139633 0.031698 0.224563 0.136717 0.260721 Expected Total MS Cnt: 5.77991 Backgound Scale: 1.02278. ITERATION NUMBER 982. Current Log-Posterior: 161427 Step Size: -10106.06403 Smoothing Hyper-parameters: 0.146670 0.148654 0.194153 0.109598 0.166256 0.218808 0.154213 Expected Total MS Cnt: 5.11512 Backgound Scale: 1.01537. ITERATION NUMBER 983. Current Log-Posterior: 113106 Step Size: -48320.36751 Smoothing Hyper-parameters: 0.114247 0.097832 0.177844 0.167139 0.193258 0.143208 0.103341 Expected Total MS Cnt: 5.22029 Backgound Scale: 1.04103. ITERATION NUMBER 984. Current Log-Posterior: 147149 Step Size: 34042.35567 Smoothing Hyper-parameters: 0.175658 0.136144 0.126400 0.057927 0.130795 0.116843 0.152356 Expected Total MS Cnt: 5.19487 Backgound Scale: 1.01158. ITERATION NUMBER 985. Current Log-Posterior: 105893 Step Size: -41255.63939 Smoothing Hyper-parameters: 0.048597 0.135619 0.213396 0.251780 0.333858 0.235211 0.214620 Expected Total MS Cnt: 4.9269 Backgound Scale: 1.02925. ITERATION NUMBER 986. Current Log-Posterior: 282396 Step Size: 176502.7183 Smoothing Hyper-parameters: 0.220275 0.170208 0.229774 0.049081 0.130322 0.211776 0.238582 Expected Total MS Cnt: 5.64681 Backgound Scale: 1.03865. ITERATION NUMBER 987. Current Log-Posterior: 86142.8 Step Size: -196252.9709 Smoothing Hyper-parameters: 0.039669 0.108353 0.218809 0.154369 0.274285 0.202355 0.153794 Expected Total MS Cnt: 9.5762 Backgound Scale: 1.03709. ITERATION NUMBER 988. Current Log-Posterior: 339404 Step Size: 253261.12 Smoothing Hyper-parameters: 0.232185 0.164729 0.164321 0.057800 0.144077 0.232211 0.308040 Expected Total MS Cnt: 4.75922 Backgound Scale: 1.03316. ITERATION NUMBER 989. Current Log-Posterior: 84690.8 Step Size: -254713.0895 Smoothing Hyper-parameters: 0.114508 0.067757 0.202099 0.155327 0.113282 0.145844 0.138181 Expected Total MS Cnt: 12.2532 Backgound Scale: 1.03775. ITERATION NUMBER 990. Current Log-Posterior: 162106 Step Size: 77415.09256 Smoothing Hyper-parameters: 0.205194 0.184922 0.244146 0.072513 0.246117 0.079268 0.197771 Expected Total MS Cnt: 5.07288 Backgound Scale: 1.0353. ITERATION NUMBER 991. Current Log-Posterior: 87444 Step Size: -74661.89742 Smoothing Hyper-parameters: 0.094082 0.023025 0.242442 0.122235 0.190244 0.119133 0.228215 Expected Total MS Cnt: 9.48963 Backgound Scale: 1.04652. ITERATION NUMBER 992. Current Log-Posterior: 271673 Step Size: 184229.0767 Smoothing Hyper-parameters: 0.312371 0.144380 0.142697 0.269459 0.208911 0.084895 0.240297 Expected Total MS Cnt: 7.65652 Backgound Scale: 1.01887. ITERATION NUMBER 993. Current Log-Posterior: 71559.4 Step Size: -200113.6593 Smoothing Hyper-parameters: 0.251288 0.179490 0.065785 0.210040 0.070347 0.231379 0.230379 Expected Total MS Cnt: 6.20701 Backgound Scale: 1.00464. ITERATION NUMBER 994. Current Log-Posterior: 83339.6 Step Size: 11780.18073 Smoothing Hyper-parameters: 0.078332 0.246946 0.272201 0.165774 0.234500 0.154402 0.135302 Expected Total MS Cnt: 12.5846 Backgound Scale: 1.02797. ITERATION NUMBER 995. Current Log-Posterior: 173984 Step Size: 90644.11308 Smoothing Hyper-parameters: 0.171636 0.129354 0.141601 0.186277 0.226179 0.125298 0.172610 Expected Total MS Cnt: 7.82976 Backgound Scale: 1.03336. ITERATION NUMBER 996. Current Log-Posterior: 106845 Step Size: -67138.85432 Smoothing Hyper-parameters: 0.165055 0.276502 0.149836 0.177219 0.178442 0.277955 0.222724 Expected Total MS Cnt: 5.54901 Backgound Scale: 1.02285. ITERATION NUMBER 997. Current Log-Posterior: 96110 Step Size: -10734.84521 Smoothing Hyper-parameters: 0.160428 0.128829 0.118267 0.028252 0.191203 0.134239 0.137898 Expected Total MS Cnt: 2.60392 Backgound Scale: 1.01931. ITERATION NUMBER 998. Current Log-Posterior: 117881 Step Size: 21770.99867 Smoothing Hyper-parameters: 0.064902 0.124775 0.248846 0.157560 0.263537 0.057388 0.297481 Expected Total MS Cnt: 2.89885 Backgound Scale: 1.02679. ITERATION NUMBER 999. Current Log-Posterior: 219921 Step Size: 102039.9573 Smoothing Hyper-parameters: 0.155224 0.182442 0.126879 0.162643 0.043556 0.185721 0.178637 Expected Total MS Cnt: 4.54906 Backgound Scale: 1.02458. ITERATION NUMBER 1000. Current Log-Posterior: 107662 Step Size: -112259.2451 Smoothing Hyper-parameters: 0.075553 0.020961 0.297570 0.276383 0.047462 0.171471 0.170370 Expected Total MS Cnt: 1.88263 Backgound Scale: 1.02555. > movie(mcmc.sample)