cd /AstroCode/EMC2/Bayes-Image-Analysis_dvd_060818/ ## First copy simulated photons to "cnt.txt" and exepcted counts from phys model convolved with exposure*IntTime t0 "bkg.txt": cp ../Nu2SumPoisDatonPaddedIntTime539.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_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log echo "Using starting src of:" >> do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log cat src.txt >> do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log echo "Using PSF of:" >> do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log cat psf.txt >> do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.log ## ##### Wrapper functions for C functions ## dyn.load( "bayes-image-analysis-060818.1.so" ) img <<- function(){ .C("bayes_image_analysis", map=double(1)) } run <- function(){ img() mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) image(mcmc.lgmean, main = " Posterior Mean, Log Scale") } movie <- function(x = mcmc.sample){ m <- length(x[1,1,]) k <- 0 for(i in 1:m){ image(log(x[,,i]), main="logscale movie") for(j in 1:100000) k<- k+1 } } # Now just type: run() movie(mcmc.sample) n EOF cp output.txt do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.output.txt ### mv dump.txt do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.dump.txt ### cp Rplots.ps do_emc2c1_Nu2SumPoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060819a.plotmean.ps Using starting src of: 1. Using PSF of: 1 R : Copyright 2006, The R Foundation for Statistical Computing Version 2.3.1 (2006-06-01) ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ## > ##### Wrapper functions for C functions > ## > dyn.load( "bayes-image-analysis-060818.1.so" ) > > img <<- function(){ + .C("bayes_image_analysis", + map=double(1)) + } > > run <- function(){ + img() + mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) + mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) + mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) + image(mcmc.lgmean, main = " Posterior Mean, Log Scale") + } > > movie <- function(x = mcmc.sample){ + m <- length(x[1,1,]) + k <- 0 + for(i in 1:m){ + image(log(x[,,i]), main="logscale movie") + for(j in 1:100000) k<- k+1 + } + } > > # Now just type: > run() Code will run in posterior sampling mode. A scale parameter will be fit to the bkg model. The total number of Gibbs draws is 1000, every 10th draws will be saved. The model will be fit using the Multi Scale Prior. The data matrix is 128 by 128. The data file should contain a 2^7 by 2^7 matrix of counts. Starting Values for the smoothing parameter (alpha): Aggregation Level: 0, alpha: 3 (Full Data) Aggregation Level: 1, alpha: 4 Aggregation Level: 2, alpha: 5 Aggregation Level: 3, alpha: 6 Aggregation Level: 4, alpha: 7 Aggregation Level: 5, alpha: 8 Aggregation Level: 6, alpha: 10 (In the 2x2 table) The prior distribution on the total count from the multiscape component is Gamma(1.000000, 0.050000). The hyper-prior smoothing parameter (kappa 2) is 100. ITERATION NUMBER 1. Current Log-Posterior: -69712.1 Smoothing Hyper-parameters: 0.881005 0.911416 0.858948 0.537319 0.357089 0.320357 0.159018 Expected Total MS Cnt: 4246.92 Backgound Scale: 0.88901. ITERATION NUMBER 2. Current Log-Posterior: 18035.9 Step Size: 87748.07389 Smoothing Hyper-parameters: 0.803054 0.855008 0.737285 0.580599 0.295479 0.332114 0.115986 Expected Total MS Cnt: 3824.56 Backgound Scale: 0.912241. ITERATION NUMBER 3. Current Log-Posterior: 21534.6 Step Size: 3498.704188 Smoothing Hyper-parameters: 0.691618 0.829289 0.680433 0.557784 0.341031 0.239943 0.249379 Expected Total MS Cnt: 3501.22 Backgound Scale: 0.933545. ITERATION NUMBER 4. Current Log-Posterior: 25966 Step Size: 4431.40985 Smoothing Hyper-parameters: 0.573738 0.739811 0.663805 0.539009 0.473649 0.199376 0.230373 Expected Total MS Cnt: 3362.51 Backgound Scale: 0.963429. ITERATION NUMBER 5. Current Log-Posterior: 32030.4 Step Size: 6064.408025 Smoothing Hyper-parameters: 0.687843 0.686711 0.633749 0.491018 0.349022 0.278165 0.175483 Expected Total MS Cnt: 3121.84 Backgound Scale: 0.981275. ITERATION NUMBER 6. Current Log-Posterior: 27685.5 Step Size: -4344.91222 Smoothing Hyper-parameters: 0.589089 0.690273 0.583814 0.445438 0.302446 0.188931 0.146482 Expected Total MS Cnt: 3083.64 Backgound Scale: 0.993234. ITERATION NUMBER 7. Current Log-Posterior: 32130.2 Step Size: 4444.67007 Smoothing Hyper-parameters: 0.555437 0.686814 0.532023 0.454289 0.328066 0.262303 0.181482 Expected Total MS Cnt: 2976.02 Backgound Scale: 0.987327. ITERATION NUMBER 8. Current Log-Posterior: 34019 Step Size: 1888.797628 Smoothing Hyper-parameters: 0.592241 0.667976 0.544150 0.512397 0.337464 0.237848 0.286923 Expected Total MS Cnt: 2929.04 Backgound Scale: 0.982746. ITERATION NUMBER 9. Current Log-Posterior: 32252.4 Step Size: -1766.58996 Smoothing Hyper-parameters: 0.595361 0.650510 0.605950 0.517264 0.354670 0.247762 0.161957 Expected Total MS Cnt: 2821.11 Backgound Scale: 0.981125. ITERATION NUMBER 10. Current Log-Posterior: 32023.2 Step Size: -229.2359828 Smoothing Hyper-parameters: 0.521015 0.666496 0.583214 0.437751 0.350382 0.362075 0.175266 Expected Total MS Cnt: 2819.62 Backgound Scale: 0.997507. ITERATION NUMBER 11. Current Log-Posterior: 35767.3 Step Size: 3744.143218 Smoothing Hyper-parameters: 0.580299 0.626791 0.486796 0.437794 0.241404 0.329545 0.228574 Expected Total MS Cnt: 2704.22 Backgound Scale: 1.01043. ITERATION NUMBER 12. Current Log-Posterior: 33585.6 Step Size: -2181.748808 Smoothing Hyper-parameters: 0.590952 0.615611 0.522344 0.393322 0.360876 0.152023 0.211454 Expected Total MS Cnt: 2645.5 Backgound Scale: 1.01579. ITERATION NUMBER 13. Current Log-Posterior: 33090.8 Step Size: -494.8132725 Smoothing Hyper-parameters: 0.521484 0.709450 0.473991 0.483499 0.319316 0.170660 0.126312 Expected Total MS Cnt: 2717.89 Backgound Scale: 1.01288. ITERATION NUMBER 14. Current Log-Posterior: 35548 Step Size: 2457.265359 Smoothing Hyper-parameters: 0.573553 0.629703 0.458728 0.414354 0.273969 0.235671 0.230350 Expected Total MS Cnt: 2619.51 Backgound Scale: 1.01409. ITERATION NUMBER 15. Current Log-Posterior: 34063.5 Step Size: -1484.533593 Smoothing Hyper-parameters: 0.623342 0.622766 0.559828 0.401837 0.288671 0.231036 0.137344 Expected Total MS Cnt: 2595.79 Backgound Scale: 1.02851. ITERATION NUMBER 16. Current Log-Posterior: 31458.1 Step Size: -2605.425663 Smoothing Hyper-parameters: 0.587658 0.534614 0.511537 0.466164 0.259279 0.263099 0.217424 Expected Total MS Cnt: 2614.56 Backgound Scale: 1.0023. ITERATION NUMBER 17. Current Log-Posterior: 34156.8 Step Size: 2698.687818 Smoothing Hyper-parameters: 0.543438 0.624291 0.609793 0.421823 0.390984 0.230581 0.376682 Expected Total MS Cnt: 2550.74 Backgound Scale: 1.00986. ITERATION NUMBER 18. Current Log-Posterior: 34935.2 Step Size: 778.4522622 Smoothing Hyper-parameters: 0.557044 0.689229 0.551123 0.403160 0.285200 0.245798 0.202398 Expected Total MS Cnt: 2635.5 Backgound Scale: 1.02215. ITERATION NUMBER 19. Current Log-Posterior: 33917.8 Step Size: -1017.396649 Smoothing Hyper-parameters: 0.626292 0.583929 0.521065 0.484240 0.308449 0.261889 0.128781 Expected Total MS Cnt: 2527.04 Backgound Scale: 0.997258. ITERATION NUMBER 20. Current Log-Posterior: 31751.4 Step Size: -2166.447241 Smoothing Hyper-parameters: 0.509153 0.540095 0.514931 0.388673 0.456744 0.367219 0.182304 Expected Total MS Cnt: 2513.49 Backgound Scale: 1.01356. ITERATION NUMBER 21. Current Log-Posterior: 38180.5 Step Size: 6429.172071 Smoothing Hyper-parameters: 0.533997 0.673724 0.410125 0.444746 0.371220 0.220942 0.183074 Expected Total MS Cnt: 2432.79 Backgound Scale: 1.02906. ITERATION NUMBER 22. Current Log-Posterior: 35718.8 Step Size: -2461.736699 Smoothing Hyper-parameters: 0.562602 0.580644 0.468937 0.387734 0.213160 0.219738 0.256380 Expected Total MS Cnt: 2368.05 Backgound Scale: 1.02822. ITERATION NUMBER 23. Current Log-Posterior: 35299 Step Size: -419.7576449 Smoothing Hyper-parameters: 0.530619 0.634849 0.487869 0.366144 0.378735 0.203708 0.313494 Expected Total MS Cnt: 2478.44 Backgound Scale: 1.03363. ITERATION NUMBER 24. Current Log-Posterior: 36181.1 Step Size: 882.046434 Smoothing Hyper-parameters: 0.608554 0.631413 0.433128 0.434232 0.290456 0.294019 0.279441 Expected Total MS Cnt: 2410.31 Backgound Scale: 1.01766. ITERATION NUMBER 25. Current Log-Posterior: 32315.5 Step Size: -3865.620792 Smoothing Hyper-parameters: 0.585056 0.618501 0.507412 0.385804 0.243352 0.233789 0.207341 Expected Total MS Cnt: 2530.15 Backgound Scale: 1.01674. ITERATION NUMBER 26. Current Log-Posterior: 33279.2 Step Size: 963.7318729 Smoothing Hyper-parameters: 0.558092 0.646509 0.466315 0.444496 0.271378 0.098758 0.199923 Expected Total MS Cnt: 2445.83 Backgound Scale: 1.016. ITERATION NUMBER 27. Current Log-Posterior: 34362.5 Step Size: 1083.315403 Smoothing Hyper-parameters: 0.608485 0.606399 0.597937 0.448294 0.381151 0.326965 0.128236 Expected Total MS Cnt: 2460.17 Backgound Scale: 1.03204. ITERATION NUMBER 28. Current Log-Posterior: 32092.6 Step Size: -2269.941409 Smoothing Hyper-parameters: 0.596327 0.620301 0.497732 0.318505 0.380913 0.189478 0.135876 Expected Total MS Cnt: 2421.51 Backgound Scale: 1.03406. ITERATION NUMBER 29. Current Log-Posterior: 32919.5 Step Size: 826.9645464 Smoothing Hyper-parameters: 0.617823 0.584901 0.589267 0.424966 0.250074 0.218344 0.169800 Expected Total MS Cnt: 2369.71 Backgound Scale: 1.03584. ITERATION NUMBER 30. Current Log-Posterior: 32040.3 Step Size: -879.189567 Smoothing Hyper-parameters: 0.590405 0.614015 0.550236 0.388589 0.302880 0.167333 0.277333 Expected Total MS Cnt: 2386.65 Backgound Scale: 1.01889. ITERATION NUMBER 31. Current Log-Posterior: 32949.4 Step Size: 909.0088389 Smoothing Hyper-parameters: 0.601438 0.642334 0.528291 0.469147 0.270170 0.146951 0.262710 Expected Total MS Cnt: 2453.69 Backgound Scale: 1.04058. ITERATION NUMBER 32. Current Log-Posterior: 32215.8 Step Size: -733.5505017 Smoothing Hyper-parameters: 0.582256 0.618092 0.552749 0.434347 0.372475 0.196586 0.260918 Expected Total MS Cnt: 2432.94 Backgound Scale: 1.02965. ITERATION NUMBER 33. Current Log-Posterior: 33426.9 Step Size: 1211.1216 Smoothing Hyper-parameters: 0.592649 0.523032 0.484669 0.490238 0.265160 0.166977 0.209326 Expected Total MS Cnt: 2421.26 Backgound Scale: 1.02439. ITERATION NUMBER 34. Current Log-Posterior: 34062.1 Step Size: 635.1927671 Smoothing Hyper-parameters: 0.685843 0.578947 0.503527 0.511085 0.349995 0.296521 0.124845 Expected Total MS Cnt: 2431.13 Backgound Scale: 1.04458. ITERATION NUMBER 35. Current Log-Posterior: 29174.7 Step Size: -4887.414712 Smoothing Hyper-parameters: 0.617479 0.518091 0.559902 0.380159 0.197730 0.226154 0.241690 Expected Total MS Cnt: 2321.33 Backgound Scale: 1.04062. ITERATION NUMBER 36. Current Log-Posterior: 33142 Step Size: 3967.302245 Smoothing Hyper-parameters: 0.628039 0.638375 0.512934 0.415940 0.231208 0.225116 0.155163 Expected Total MS Cnt: 2428.68 Backgound Scale: 1.05365. ITERATION NUMBER 37. Current Log-Posterior: 31275.7 Step Size: -1866.260449 Smoothing Hyper-parameters: 0.545343 0.625879 0.533424 0.330312 0.310534 0.248542 0.090796 Expected Total MS Cnt: 2420.05 Backgound Scale: 1.02932. ITERATION NUMBER 38. Current Log-Posterior: 35325.2 Step Size: 4049.463236 Smoothing Hyper-parameters: 0.580561 0.548944 0.483821 0.326338 0.368250 0.239593 0.232400 Expected Total MS Cnt: 2318.61 Backgound Scale: 1.04002. ITERATION NUMBER 39. Current Log-Posterior: 34550.3 Step Size: -774.9434398 Smoothing Hyper-parameters: 0.624580 0.645127 0.510218 0.331973 0.239874 0.164588 0.219934 Expected Total MS Cnt: 2432.98 Backgound Scale: 1.03916. ITERATION NUMBER 40. Current Log-Posterior: 31398.9 Step Size: -3151.316535 Smoothing Hyper-parameters: 0.616457 0.638365 0.516129 0.416141 0.265948 0.098134 0.082676 Expected Total MS Cnt: 2472.2 Backgound Scale: 1.02591. ITERATION NUMBER 41. Current Log-Posterior: 31809.3 Step Size: 410.3736563 Smoothing Hyper-parameters: 0.609290 0.669580 0.553042 0.296613 0.202586 0.187085 0.123176 Expected Total MS Cnt: 2428.37 Backgound Scale: 1.02205. ITERATION NUMBER 42. Current Log-Posterior: 31908.3 Step Size: 99.01324717 Smoothing Hyper-parameters: 0.575500 0.615141 0.499539 0.425911 0.265389 0.252879 0.217761 Expected Total MS Cnt: 2445.29 Backgound Scale: 1.03702. ITERATION NUMBER 43. Current Log-Posterior: 33745.5 Step Size: 1837.114517 Smoothing Hyper-parameters: 0.547901 0.648987 0.509849 0.425913 0.237094 0.183332 0.126000 Expected Total MS Cnt: 2424.5 Backgound Scale: 1.02197. ITERATION NUMBER 44. Current Log-Posterior: 34778.8 Step Size: 1033.34298 Smoothing Hyper-parameters: 0.574643 0.561118 0.529967 0.361796 0.266080 0.145236 0.142496 Expected Total MS Cnt: 2479.64 Backgound Scale: 1.02473. ITERATION NUMBER 45. Current Log-Posterior: 34464.7 Step Size: -314.0818656 Smoothing Hyper-parameters: 0.634175 0.626827 0.487953 0.325410 0.244080 0.266697 0.243061 Expected Total MS Cnt: 2508.22 Backgound Scale: 1.03059. ITERATION NUMBER 46. Current Log-Posterior: 31288.7 Step Size: -3176.052728 Smoothing Hyper-parameters: 0.632209 0.590594 0.456398 0.353259 0.311569 0.210950 0.184250 Expected Total MS Cnt: 2565.62 Backgound Scale: 1.02362. ITERATION NUMBER 47. Current Log-Posterior: 31768.1 Step Size: 479.4325506 Smoothing Hyper-parameters: 0.609283 0.625124 0.440431 0.349982 0.329406 0.132694 0.224072 Expected Total MS Cnt: 2529 Backgound Scale: 1.02114. ITERATION NUMBER 48. Current Log-Posterior: 32630.1 Step Size: 862.0276815 Smoothing Hyper-parameters: 0.681196 0.557841 0.409804 0.383202 0.240747 0.169047 0.237292 Expected Total MS Cnt: 2476.52 Backgound Scale: 1.00714. ITERATION NUMBER 49. Current Log-Posterior: 30244.1 Step Size: -2386.060115 Smoothing Hyper-parameters: 0.596571 0.564745 0.542626 0.359323 0.267403 0.117639 0.146482 Expected Total MS Cnt: 2500.74 Backgound Scale: 1.02738. ITERATION NUMBER 50. Current Log-Posterior: 33409 Step Size: 3164.905956 Smoothing Hyper-parameters: 0.661744 0.645498 0.445764 0.319740 0.261488 0.233636 0.085264 Expected Total MS Cnt: 2442.45 Backgound Scale: 1.01773. ITERATION NUMBER 51. Current Log-Posterior: 29935 Step Size: -3474.009036 Smoothing Hyper-parameters: 0.633333 0.636997 0.495733 0.446624 0.224995 0.158320 0.315761 Expected Total MS Cnt: 2242 Backgound Scale: 1.02556. ITERATION NUMBER 52. Current Log-Posterior: 30996.9 Step Size: 1061.978357 Smoothing Hyper-parameters: 0.569509 0.570964 0.507621 0.317088 0.320433 0.126748 0.238887 Expected Total MS Cnt: 2378.67 Backgound Scale: 1.02455. ITERATION NUMBER 53. Current Log-Posterior: 35027.7 Step Size: 4030.814398 Smoothing Hyper-parameters: 0.552021 0.670805 0.558600 0.309824 0.312832 0.123492 0.272767 Expected Total MS Cnt: 2361.06 Backgound Scale: 1.03316. ITERATION NUMBER 54. Current Log-Posterior: 34407.8 Step Size: -619.9418399 Smoothing Hyper-parameters: 0.523612 0.625723 0.441598 0.343812 0.280550 0.141743 0.229436 Expected Total MS Cnt: 2468.7 Backgound Scale: 1.03144. ITERATION NUMBER 55. Current Log-Posterior: 36868.3 Step Size: 2460.488501 Smoothing Hyper-parameters: 0.517560 0.622172 0.522217 0.300071 0.156637 0.170171 0.207222 Expected Total MS Cnt: 2458.8 Backgound Scale: 1.02091. ITERATION NUMBER 56. Current Log-Posterior: 37062.4 Step Size: 194.1074857 Smoothing Hyper-parameters: 0.588628 0.537600 0.436500 0.346471 0.228915 0.185503 0.216353 Expected Total MS Cnt: 2391.66 Backgound Scale: 1.0187. ITERATION NUMBER 57. Current Log-Posterior: 34533 Step Size: -2529.398111 Smoothing Hyper-parameters: 0.561578 0.580984 0.512983 0.315499 0.314353 0.239890 0.224036 Expected Total MS Cnt: 2420.33 Backgound Scale: 1.045. ITERATION NUMBER 58. Current Log-Posterior: 34904.7 Step Size: 371.6536162 Smoothing Hyper-parameters: 0.577680 0.604652 0.480745 0.356206 0.289149 0.274273 0.237988 Expected Total MS Cnt: 2360.78 Backgound Scale: 1.04294. ITERATION NUMBER 59. Current Log-Posterior: 34115.6 Step Size: -789.0543089 Smoothing Hyper-parameters: 0.601125 0.614465 0.483926 0.349451 0.262958 0.236553 0.257000 Expected Total MS Cnt: 2265.92 Backgound Scale: 1.01443. ITERATION NUMBER 60. Current Log-Posterior: 32984.2 Step Size: -1131.380125 Smoothing Hyper-parameters: 0.627043 0.631350 0.528303 0.363496 0.218734 0.164500 0.175382 Expected Total MS Cnt: 2314.65 Backgound Scale: 1.02749. ITERATION NUMBER 61. Current Log-Posterior: 31222.2 Step Size: -1762.018838 Smoothing Hyper-parameters: 0.597714 0.645448 0.451961 0.323856 0.295977 0.129220 0.162762 Expected Total MS Cnt: 2420.44 Backgound Scale: 1.01453. ITERATION NUMBER 62. Current Log-Posterior: 32776.8 Step Size: 1554.63308 Smoothing Hyper-parameters: 0.616122 0.642931 0.563918 0.447250 0.333598 0.208822 0.269669 Expected Total MS Cnt: 2441.84 Backgound Scale: 1.03675. ITERATION NUMBER 63. Current Log-Posterior: 31427.3 Step Size: -1349.516049 Smoothing Hyper-parameters: 0.644379 0.590913 0.505903 0.324929 0.297928 0.341197 0.234956 Expected Total MS Cnt: 2476.32 Backgound Scale: 1.02216. ITERATION NUMBER 64. Current Log-Posterior: 31189.3 Step Size: -238.028242 Smoothing Hyper-parameters: 0.620827 0.773709 0.593368 0.408683 0.280076 0.125127 0.261565 Expected Total MS Cnt: 2342.75 Backgound Scale: 1.02057. ITERATION NUMBER 65. Current Log-Posterior: 29936.2 Step Size: -1253.067323 Smoothing Hyper-parameters: 0.628839 0.657456 0.501070 0.353767 0.244746 0.131974 0.175333 Expected Total MS Cnt: 2375.65 Backgound Scale: 1.03112. ITERATION NUMBER 66. Current Log-Posterior: 31033.6 Step Size: 1097.36063 Smoothing Hyper-parameters: 0.578113 0.580978 0.464527 0.400589 0.258291 0.188606 0.148105 Expected Total MS Cnt: 2508.26 Backgound Scale: 1.02591. ITERATION NUMBER 67. Current Log-Posterior: 34239.9 Step Size: 3206.322859 Smoothing Hyper-parameters: 0.637449 0.618965 0.425076 0.341340 0.313400 0.125186 0.261362 Expected Total MS Cnt: 2461.82 Backgound Scale: 1.01957. ITERATION NUMBER 68. Current Log-Posterior: 31465.2 Step Size: -2774.721285 Smoothing Hyper-parameters: 0.608408 0.685583 0.468029 0.362722 0.241963 0.094798 0.337213 Expected Total MS Cnt: 2381.6 Backgound Scale: 1.03083. ITERATION NUMBER 69. Current Log-Posterior: 31771.3 Step Size: 306.1456526 Smoothing Hyper-parameters: 0.592783 0.642248 0.509238 0.459294 0.202160 0.157945 0.217982 Expected Total MS Cnt: 2349.88 Backgound Scale: 1.01954. ITERATION NUMBER 70. Current Log-Posterior: 32801.2 Step Size: 1029.83358 Smoothing Hyper-parameters: 0.597353 0.581793 0.529650 0.388594 0.215595 0.230347 0.247329 Expected Total MS Cnt: 2382.72 Backgound Scale: 1.01112. ITERATION NUMBER 71. Current Log-Posterior: 33204.2 Step Size: 403.0624637 Smoothing Hyper-parameters: 0.596980 0.584619 0.415991 0.370574 0.237362 0.268196 0.247394 Expected Total MS Cnt: 2446.92 Backgound Scale: 1.02799. ITERATION NUMBER 72. Current Log-Posterior: 33609.1 Step Size: 404.9006686 Smoothing Hyper-parameters: 0.585750 0.660065 0.486700 0.390902 0.238083 0.171862 0.299865 Expected Total MS Cnt: 2417.5 Backgound Scale: 1.03305. ITERATION NUMBER 73. Current Log-Posterior: 32926 Step Size: -683.139009 Smoothing Hyper-parameters: 0.598136 0.573339 0.406891 0.473077 0.270681 0.108723 0.199301 Expected Total MS Cnt: 2456.46 Backgound Scale: 1.03016. ITERATION NUMBER 74. Current Log-Posterior: 33667.1 Step Size: 741.1289491 Smoothing Hyper-parameters: 0.688828 0.650766 0.440226 0.392234 0.298342 0.120119 0.099830 Expected Total MS Cnt: 2503.37 Backgound Scale: 1.03411. ITERATION NUMBER 75. Current Log-Posterior: 28841.7 Step Size: -4825.435715 Smoothing Hyper-parameters: 0.607174 0.579894 0.425298 0.473258 0.246278 0.215403 0.158003 Expected Total MS Cnt: 2347.43 Backgound Scale: 1.02864. ITERATION NUMBER 76. Current Log-Posterior: 33112.6 Step Size: 4270.95955 Smoothing Hyper-parameters: 0.608591 0.675357 0.524400 0.365872 0.373284 0.117895 0.187007 Expected Total MS Cnt: 2322.39 Backgound Scale: 1.03446. ITERATION NUMBER 77. Current Log-Posterior: 31707.5 Step Size: -1405.169363 Smoothing Hyper-parameters: 0.622601 0.587582 0.517443 0.471369 0.267455 0.151160 0.278800 Expected Total MS Cnt: 2458.56 Backgound Scale: 1.04183. ITERATION NUMBER 78. Current Log-Posterior: 31970.8 Step Size: 263.3136446 Smoothing Hyper-parameters: 0.592560 0.553753 0.478791 0.431072 0.288743 0.187080 0.183795 Expected Total MS Cnt: 2534.88 Backgound Scale: 1.01544. ITERATION NUMBER 79. Current Log-Posterior: 33923.3 Step Size: 1952.4663 Smoothing Hyper-parameters: 0.596210 0.636481 0.519404 0.379185 0.206255 0.096417 0.200384 Expected Total MS Cnt: 2474.37 Backgound Scale: 1.00696. ITERATION NUMBER 80. Current Log-Posterior: 32677.4 Step Size: -1245.843172 Smoothing Hyper-parameters: 0.614562 0.613588 0.456647 0.321213 0.271952 0.271142 0.333841 Expected Total MS Cnt: 2451.26 Backgound Scale: 1.03962. ITERATION NUMBER 81. Current Log-Posterior: 32415.3 Step Size: -262.0821713 Smoothing Hyper-parameters: 0.583106 0.683785 0.428616 0.345149 0.297779 0.148256 0.259161 Expected Total MS Cnt: 2373 Backgound Scale: 1.02803. ITERATION NUMBER 82. Current Log-Posterior: 33173 Step Size: 757.6591368 Smoothing Hyper-parameters: 0.545208 0.576089 0.472899 0.344136 0.346388 0.136775 0.252830 Expected Total MS Cnt: 2396.27 Backgound Scale: 1.03096. ITERATION NUMBER 83. Current Log-Posterior: 35914.5 Step Size: 2741.55922 Smoothing Hyper-parameters: 0.617354 0.561416 0.495752 0.429463 0.203495 0.242288 0.209941 Expected Total MS Cnt: 2330.22 Backgound Scale: 1.0387. ITERATION NUMBER 84. Current Log-Posterior: 32658.3 Step Size: -3256.258887 Smoothing Hyper-parameters: 0.560544 0.637763 0.490862 0.339260 0.299405 0.235739 0.248955 Expected Total MS Cnt: 2226.75 Backgound Scale: 1.02684. ITERATION NUMBER 85. Current Log-Posterior: 34529.7 Step Size: 1871.399045 Smoothing Hyper-parameters: 0.515024 0.654234 0.364420 0.413643 0.215626 0.181885 0.216545 Expected Total MS Cnt: 2196.48 Backgound Scale: 1.05278. ITERATION NUMBER 86. Current Log-Posterior: 37281.7 Step Size: 2752.051103 Smoothing Hyper-parameters: 0.585338 0.595830 0.539330 0.290893 0.263421 0.238215 0.229513 Expected Total MS Cnt: 2268.54 Backgound Scale: 1.03694. ITERATION NUMBER 87. Current Log-Posterior: 33715.2 Step Size: -3566.561396 Smoothing Hyper-parameters: 0.562112 0.526361 0.487246 0.297187 0.321590 0.165559 0.303851 Expected Total MS Cnt: 2223.28 Backgound Scale: 1.04261. ITERATION NUMBER 88. Current Log-Posterior: 35919.2 Step Size: 2204.030652 Smoothing Hyper-parameters: 0.532616 0.684040 0.496092 0.374924 0.288000 0.353009 0.190906 Expected Total MS Cnt: 2260.86 Backgound Scale: 1.03662. ITERATION NUMBER 89. Current Log-Posterior: 35384.1 Step Size: -535.1022632 Smoothing Hyper-parameters: 0.611719 0.674840 0.393075 0.358323 0.283031 0.053367 0.225038 Expected Total MS Cnt: 2277.56 Backgound Scale: 1.05113. ITERATION NUMBER 90. Current Log-Posterior: 32202.2 Step Size: -3181.867476 Smoothing Hyper-parameters: 0.596260 0.530263 0.469374 0.327132 0.382042 0.160619 0.243220 Expected Total MS Cnt: 2314.98 Backgound Scale: 1.05197. ITERATION NUMBER 91. Current Log-Posterior: 34291.6 Step Size: 2089.33984 Smoothing Hyper-parameters: 0.547610 0.619793 0.522946 0.352391 0.315217 0.124840 0.224324 Expected Total MS Cnt: 2195.21 Backgound Scale: 1.04138. ITERATION NUMBER 92. Current Log-Posterior: 35139.8 Step Size: 848.2030001 Smoothing Hyper-parameters: 0.589046 0.664396 0.463467 0.442933 0.242778 0.145064 0.236972 Expected Total MS Cnt: 2305.34 Backgound Scale: 1.03452. ITERATION NUMBER 93. Current Log-Posterior: 32825.8 Step Size: -2314.020137 Smoothing Hyper-parameters: 0.613222 0.575093 0.522222 0.382082 0.250650 0.219312 0.262937 Expected Total MS Cnt: 2342.44 Backgound Scale: 1.04197. ITERATION NUMBER 94. Current Log-Posterior: 32644.9 Step Size: -180.8678923 Smoothing Hyper-parameters: 0.587091 0.553093 0.583355 0.363975 0.344948 0.268764 0.238910 Expected Total MS Cnt: 2306.75 Backgound Scale: 1.02156. ITERATION NUMBER 95. Current Log-Posterior: 33708.5 Step Size: 1063.64829 Smoothing Hyper-parameters: 0.575527 0.605075 0.471828 0.334303 0.242459 0.179277 0.210197 Expected Total MS Cnt: 2336.6 Backgound Scale: 1.04096. ITERATION NUMBER 96. Current Log-Posterior: 34295 Step Size: 586.493358 Smoothing Hyper-parameters: 0.669230 0.589229 0.462726 0.229284 0.274202 0.132604 0.200425 Expected Total MS Cnt: 2285.66 Backgound Scale: 1.02499. ITERATION NUMBER 97. Current Log-Posterior: 30581.2 Step Size: -3713.852529 Smoothing Hyper-parameters: 0.596913 0.658011 0.475396 0.328059 0.295526 0.249931 0.256272 Expected Total MS Cnt: 2335.16 Backgound Scale: 1.03413. ITERATION NUMBER 98. Current Log-Posterior: 32622.7 Step Size: 2041.548289 Smoothing Hyper-parameters: 0.685635 0.626957 0.482930 0.395843 0.239611 0.119252 0.232494 Expected Total MS Cnt: 2337.52 Backgound Scale: 1.02461. ITERATION NUMBER 99. Current Log-Posterior: 29071.5 Step Size: -3551.18839 Smoothing Hyper-parameters: 0.583117 0.626112 0.438289 0.328638 0.223110 0.204894 0.183604 Expected Total MS Cnt: 2428.95 Backgound Scale: 1.03044. ITERATION NUMBER 100. Current Log-Posterior: 33694.9 Step Size: 4623.368424 Smoothing Hyper-parameters: 0.635435 0.552409 0.486947 0.371978 0.313331 0.297444 0.150426 Expected Total MS Cnt: 2370.9 Backgound Scale: 1.02963. ITERATION NUMBER 101. Current Log-Posterior: 31767.9 Step Size: -1927.040406 Smoothing Hyper-parameters: 0.651209 0.658305 0.390584 0.312717 0.330048 0.134064 0.141399 Expected Total MS Cnt: 2381.39 Backgound Scale: 1.04371. ITERATION NUMBER 102. Current Log-Posterior: 30573.8 Step Size: -1194.029953 Smoothing Hyper-parameters: 0.626001 0.620575 0.423439 0.454345 0.249418 0.186017 0.133115 Expected Total MS Cnt: 2320.27 Backgound Scale: 1.05946. ITERATION NUMBER 103. Current Log-Posterior: 31732.8 Step Size: 1158.960666 Smoothing Hyper-parameters: 0.610276 0.670021 0.584557 0.344918 0.248155 0.147743 0.179248 Expected Total MS Cnt: 2319 Backgound Scale: 1.03183. ITERATION NUMBER 104. Current Log-Posterior: 31543.5 Step Size: -189.3273957 Smoothing Hyper-parameters: 0.610619 0.596342 0.447531 0.398619 0.342185 0.122465 0.164546 Expected Total MS Cnt: 2329.32 Backgound Scale: 1.04111. ITERATION NUMBER 105. Current Log-Posterior: 32729.3 Step Size: 1185.78204 Smoothing Hyper-parameters: 0.590502 0.669106 0.453274 0.430293 0.264926 0.339135 0.265709 Expected Total MS Cnt: 2309.4 Backgound Scale: 1.02465. ITERATION NUMBER 106. Current Log-Posterior: 32643.5 Step Size: -85.77805998 Smoothing Hyper-parameters: 0.620669 0.628257 0.590681 0.344261 0.309419 0.172153 0.241368 Expected Total MS Cnt: 2324.45 Backgound Scale: 1.0437. ITERATION NUMBER 107. Current Log-Posterior: 31468.7 Step Size: -1174.757563 Smoothing Hyper-parameters: 0.586351 0.700661 0.510367 0.334123 0.355986 0.199353 0.329103 Expected Total MS Cnt: 2299.84 Backgound Scale: 1.03644. ITERATION NUMBER 108. Current Log-Posterior: 32452.5 Step Size: 983.7798522 Smoothing Hyper-parameters: 0.618173 0.667743 0.526957 0.311740 0.269440 0.220858 0.334575 Expected Total MS Cnt: 2220.79 Backgound Scale: 1.04551. ITERATION NUMBER 109. Current Log-Posterior: 31122.1 Step Size: -1330.426684 Smoothing Hyper-parameters: 0.608819 0.637372 0.458104 0.327029 0.369771 0.198195 0.122433 Expected Total MS Cnt: 2165.35 Backgound Scale: 1.03725. ITERATION NUMBER 110. Current Log-Posterior: 32342 Step Size: 1219.961907 Smoothing Hyper-parameters: 0.572268 0.614728 0.523376 0.379561 0.257730 0.236750 0.278387 Expected Total MS Cnt: 2329.43 Backgound Scale: 1.04003. ITERATION NUMBER 111. Current Log-Posterior: 33970.4 Step Size: 1628.335025 Smoothing Hyper-parameters: 0.568792 0.645402 0.521437 0.411520 0.302094 0.226677 0.184350 Expected Total MS Cnt: 2205.04 Backgound Scale: 1.02748. ITERATION NUMBER 112. Current Log-Posterior: 33679.7 Step Size: -290.716376 Smoothing Hyper-parameters: 0.535218 0.657818 0.451937 0.387572 0.228905 0.168265 0.333910 Expected Total MS Cnt: 2223.93 Backgound Scale: 1.03022. ITERATION NUMBER 113. Current Log-Posterior: 35670.9 Step Size: 1991.224066 Smoothing Hyper-parameters: 0.543942 0.601527 0.582998 0.399127 0.324795 0.219699 0.169031 Expected Total MS Cnt: 2309.43 Backgound Scale: 1.03472. ITERATION NUMBER 114. Current Log-Posterior: 35378.7 Step Size: -292.2114851 Smoothing Hyper-parameters: 0.569112 0.634376 0.424666 0.428124 0.310339 0.206605 0.251881 Expected Total MS Cnt: 2290.67 Backgound Scale: 1.03668. ITERATION NUMBER 115. Current Log-Posterior: 34193.4 Step Size: -1185.250449 Smoothing Hyper-parameters: 0.584230 0.607685 0.425041 0.335011 0.393732 0.158875 0.167395 Expected Total MS Cnt: 2296.88 Backgound Scale: 1.04844. ITERATION NUMBER 116. Current Log-Posterior: 33776.1 Step Size: -417.3095418 Smoothing Hyper-parameters: 0.610225 0.599041 0.397510 0.292033 0.236666 0.212926 0.211281 Expected Total MS Cnt: 2359.59 Backgound Scale: 1.03148. ITERATION NUMBER 117. Current Log-Posterior: 33097.4 Step Size: -678.6967227 Smoothing Hyper-parameters: 0.633633 0.581194 0.504822 0.298828 0.244390 0.189710 0.138895 Expected Total MS Cnt: 2307.63 Backgound Scale: 1.03329. ITERATION NUMBER 118. Current Log-Posterior: 31860.6 Step Size: -1236.804698 Smoothing Hyper-parameters: 0.577529 0.646027 0.423377 0.427166 0.196852 0.095964 0.239489 Expected Total MS Cnt: 2266.4 Backgound Scale: 1.03857. ITERATION NUMBER 119. Current Log-Posterior: 33761.5 Step Size: 1900.9389 Smoothing Hyper-parameters: 0.628117 0.628605 0.495802 0.341455 0.267990 0.277698 0.209945 Expected Total MS Cnt: 2250.2 Backgound Scale: 1.03542. ITERATION NUMBER 120. Current Log-Posterior: 31352.3 Step Size: -2409.215813 Smoothing Hyper-parameters: 0.623262 0.630274 0.452543 0.337343 0.307654 0.146105 0.177680 Expected Total MS Cnt: 2410.34 Backgound Scale: 1.034. ITERATION NUMBER 121. Current Log-Posterior: 31789.6 Step Size: 437.2737307 Smoothing Hyper-parameters: 0.612910 0.601528 0.431936 0.429459 0.237192 0.161004 0.375033 Expected Total MS Cnt: 2344.98 Backgound Scale: 1.03238. ITERATION NUMBER 122. Current Log-Posterior: 32472.5 Step Size: 682.9316409 Smoothing Hyper-parameters: 0.623862 0.641632 0.457560 0.356892 0.192924 0.167517 0.187554 Expected Total MS Cnt: 2373.16 Backgound Scale: 1.02439. ITERATION NUMBER 123. Current Log-Posterior: 31542.1 Step Size: -930.4207485 Smoothing Hyper-parameters: 0.658075 0.590190 0.507577 0.446758 0.330386 0.345489 0.143420 Expected Total MS Cnt: 2328.49 Backgound Scale: 1.01809. ITERATION NUMBER 124. Current Log-Posterior: 30376.5 Step Size: -1165.621821 Smoothing Hyper-parameters: 0.715497 0.509214 0.484203 0.461653 0.259317 0.061125 0.240818 Expected Total MS Cnt: 2417.68 Backgound Scale: 1.0376. ITERATION NUMBER 125. Current Log-Posterior: 29319.5 Step Size: -1056.984561 Smoothing Hyper-parameters: 0.587707 0.690648 0.487907 0.387250 0.330532 0.139986 0.198142 Expected Total MS Cnt: 2304.06 Backgound Scale: 1.02898. ITERATION NUMBER 126. Current Log-Posterior: 32589.2 Step Size: 3269.675789 Smoothing Hyper-parameters: 0.639491 0.648243 0.415845 0.428721 0.296771 0.210161 0.231318 Expected Total MS Cnt: 2341.39 Backgound Scale: 1.03233. ITERATION NUMBER 127. Current Log-Posterior: 30863.5 Step Size: -1725.663069 Smoothing Hyper-parameters: 0.589557 0.607939 0.439713 0.352034 0.219779 0.241444 0.145617 Expected Total MS Cnt: 2334.18 Backgound Scale: 1.02208. ITERATION NUMBER 128. Current Log-Posterior: 33545.5 Step Size: 2682.0181 Smoothing Hyper-parameters: 0.657251 0.646333 0.503129 0.300954 0.277318 0.144041 0.076407 Expected Total MS Cnt: 2425.67 Backgound Scale: 1.04103. ITERATION NUMBER 129. Current Log-Posterior: 30181.3 Step Size: -3364.227808 Smoothing Hyper-parameters: 0.531951 0.681259 0.508532 0.331196 0.306007 0.137808 0.164891 Expected Total MS Cnt: 2291.99 Backgound Scale: 1.03609. ITERATION NUMBER 130. Current Log-Posterior: 35678.6 Step Size: 5497.311335 Smoothing Hyper-parameters: 0.570825 0.622027 0.448510 0.347896 0.243707 0.120499 0.248168 Expected Total MS Cnt: 2316.85 Backgound Scale: 1.03988. ITERATION NUMBER 131. Current Log-Posterior: 34268.9 Step Size: -1409.708945 Smoothing Hyper-parameters: 0.623363 0.536299 0.427882 0.313707 0.250557 0.210595 0.250212 Expected Total MS Cnt: 2302.01 Backgound Scale: 1.0387. ITERATION NUMBER 132. Current Log-Posterior: 33071.4 Step Size: -1197.546862 Smoothing Hyper-parameters: 0.570364 0.573874 0.522545 0.442640 0.268578 0.241751 0.090719 Expected Total MS Cnt: 2142.42 Backgound Scale: 1.06. ITERATION NUMBER 133. Current Log-Posterior: 34539.6 Step Size: 1468.224883 Smoothing Hyper-parameters: 0.547538 0.572522 0.468933 0.332877 0.229985 0.128117 0.299494 Expected Total MS Cnt: 2198.95 Backgound Scale: 1.04239. ITERATION NUMBER 134. Current Log-Posterior: 35912.7 Step Size: 1373.12531 Smoothing Hyper-parameters: 0.576274 0.528396 0.480774 0.343609 0.336495 0.093970 0.310180 Expected Total MS Cnt: 2320.65 Backgound Scale: 1.02951. ITERATION NUMBER 135. Current Log-Posterior: 35041 Step Size: -871.7142699 Smoothing Hyper-parameters: 0.498126 0.660466 0.455240 0.401584 0.196204 0.238973 0.047907 Expected Total MS Cnt: 2305.84 Backgound Scale: 1.03698. ITERATION NUMBER 136. Current Log-Posterior: 37728.5 Step Size: 2687.493496 Smoothing Hyper-parameters: 0.576437 0.631409 0.392081 0.407501 0.188142 0.082424 0.307600 Expected Total MS Cnt: 2323.01 Backgound Scale: 1.04688. ITERATION NUMBER 137. Current Log-Posterior: 34398.1 Step Size: -3330.407358 Smoothing Hyper-parameters: 0.531895 0.625608 0.470961 0.319662 0.290150 0.256695 0.178772 Expected Total MS Cnt: 2237.82 Backgound Scale: 1.02826. ITERATION NUMBER 138. Current Log-Posterior: 36182.3 Step Size: 1784.166435 Smoothing Hyper-parameters: 0.592178 0.677129 0.480620 0.392495 0.213329 0.288476 0.198151 Expected Total MS Cnt: 2258.43 Backgound Scale: 1.04628. ITERATION NUMBER 139. Current Log-Posterior: 32580.1 Step Size: -3602.161913 Smoothing Hyper-parameters: 0.648413 0.562468 0.458351 0.353213 0.221272 0.248218 0.236108 Expected Total MS Cnt: 2211.88 Backgound Scale: 1.03715. ITERATION NUMBER 140. Current Log-Posterior: 31429.5 Step Size: -1150.56922 Smoothing Hyper-parameters: 0.566112 0.636267 0.435988 0.358044 0.237970 0.179333 0.242080 Expected Total MS Cnt: 2185.97 Backgound Scale: 1.041. ITERATION NUMBER 141. Current Log-Posterior: 34345.7 Step Size: 2916.197477 Smoothing Hyper-parameters: 0.640646 0.593913 0.524226 0.323089 0.265761 0.201891 0.240228 Expected Total MS Cnt: 2354.55 Backgound Scale: 1.03629. ITERATION NUMBER 142. Current Log-Posterior: 31065.5 Step Size: -3280.182181 Smoothing Hyper-parameters: 0.625492 0.579980 0.521153 0.378953 0.235187 0.142513 0.317435 Expected Total MS Cnt: 2254.24 Backgound Scale: 1.03661. ITERATION NUMBER 143. Current Log-Posterior: 31952.9 Step Size: 887.3351232 Smoothing Hyper-parameters: 0.567238 0.599006 0.458438 0.375020 0.238655 0.199835 0.261200 Expected Total MS Cnt: 2319.24 Backgound Scale: 1.02616. ITERATION NUMBER 144. Current Log-Posterior: 34604.5 Step Size: 2651.637039 Smoothing Hyper-parameters: 0.616345 0.546207 0.463282 0.308848 0.226411 0.192407 0.144778 Expected Total MS Cnt: 2292.95 Backgound Scale: 1.035. ITERATION NUMBER 145. Current Log-Posterior: 33043.5 Step Size: -1561.016566 Smoothing Hyper-parameters: 0.626230 0.625077 0.434751 0.341421 0.147734 0.187694 0.234017 Expected Total MS Cnt: 2310.02 Backgound Scale: 1.03804. ITERATION NUMBER 146. Current Log-Posterior: 31682.8 Step Size: -1360.684608 Smoothing Hyper-parameters: 0.527452 0.617755 0.495210 0.453570 0.218984 0.156819 0.176200 Expected Total MS Cnt: 2410.72 Backgound Scale: 1.05833. ITERATION NUMBER 147. Current Log-Posterior: 36252.2 Step Size: 4569.382656 Smoothing Hyper-parameters: 0.624829 0.603930 0.536883 0.325876 0.267505 0.116923 0.168844 Expected Total MS Cnt: 2246.93 Backgound Scale: 1.04256. ITERATION NUMBER 148. Current Log-Posterior: 31820.2 Step Size: -4431.993775 Smoothing Hyper-parameters: 0.553393 0.629486 0.466512 0.433550 0.411046 0.195570 0.147274 Expected Total MS Cnt: 2260.44 Backgound Scale: 1.03096. ITERATION NUMBER 149. Current Log-Posterior: 34869.9 Step Size: 3049.716818 Smoothing Hyper-parameters: 0.637566 0.596132 0.509000 0.323333 0.269386 0.158504 0.161284 Expected Total MS Cnt: 2319.77 Backgound Scale: 1.04397. ITERATION NUMBER 150. Current Log-Posterior: 31465.7 Step Size: -3404.194677 Smoothing Hyper-parameters: 0.597739 0.596187 0.497386 0.411884 0.330531 0.134627 0.185555 Expected Total MS Cnt: 2381.24 Backgound Scale: 1.02174. ITERATION NUMBER 151. Current Log-Posterior: 32962.7 Step Size: 1496.935472 Smoothing Hyper-parameters: 0.642032 0.573310 0.455898 0.335382 0.324010 0.173181 0.178489 Expected Total MS Cnt: 2467.96 Backgound Scale: 1.03676. ITERATION NUMBER 152. Current Log-Posterior: 31677.3 Step Size: -1285.306684 Smoothing Hyper-parameters: 0.539459 0.650233 0.435586 0.414662 0.283215 0.334760 0.283284 Expected Total MS Cnt: 2393.45 Backgound Scale: 1.0203. ITERATION NUMBER 153. Current Log-Posterior: 35469.3 Step Size: 3791.940152 Smoothing Hyper-parameters: 0.567016 0.571942 0.550830 0.327526 0.281680 0.203654 0.228304 Expected Total MS Cnt: 2433.85 Backgound Scale: 1.02721. ITERATION NUMBER 154. Current Log-Posterior: 34775.4 Step Size: -693.931163 Smoothing Hyper-parameters: 0.620560 0.619289 0.445081 0.369819 0.261517 0.197034 0.089302 Expected Total MS Cnt: 2471.28 Backgound Scale: 1.03074. ITERATION NUMBER 155. Current Log-Posterior: 31956.1 Step Size: -2819.244947 Smoothing Hyper-parameters: 0.616139 0.544741 0.399367 0.385363 0.277709 0.170232 0.143453 Expected Total MS Cnt: 2267.25 Backgound Scale: 1.01922. ITERATION NUMBER 156. Current Log-Posterior: 33226.9 Step Size: 1270.772002 Smoothing Hyper-parameters: 0.615061 0.623755 0.485763 0.431656 0.308399 0.181656 0.164801 Expected Total MS Cnt: 2397.34 Backgound Scale: 1.05262. ITERATION NUMBER 157. Current Log-Posterior: 31906.1 Step Size: -1320.825658 Smoothing Hyper-parameters: 0.635214 0.626748 0.445298 0.424197 0.271090 0.304526 0.179920 Expected Total MS Cnt: 2341.09 Backgound Scale: 1.01779. ITERATION NUMBER 158. Current Log-Posterior: 31123 Step Size: -783.0443639 Smoothing Hyper-parameters: 0.635135 0.637597 0.569986 0.331791 0.312658 0.258503 0.254453 Expected Total MS Cnt: 2484.75 Backgound Scale: 1.03761. ITERATION NUMBER 159. Current Log-Posterior: 30752.2 Step Size: -370.8331611 Smoothing Hyper-parameters: 0.584495 0.617243 0.482135 0.369424 0.238974 0.262123 0.220510 Expected Total MS Cnt: 2408.72 Backgound Scale: 1.02038. ITERATION NUMBER 160. Current Log-Posterior: 33496.8 Step Size: 2744.637573 Smoothing Hyper-parameters: 0.530281 0.650797 0.451435 0.286714 0.230098 0.235179 0.258290 Expected Total MS Cnt: 2413.77 Backgound Scale: 1.0206. ITERATION NUMBER 161. Current Log-Posterior: 36178.1 Step Size: 2681.233022 Smoothing Hyper-parameters: 0.575423 0.616160 0.445696 0.376539 0.193783 0.152064 0.159871 Expected Total MS Cnt: 2425.21 Backgound Scale: 1.01779. ITERATION NUMBER 162. Current Log-Posterior: 34176.9 Step Size: -2001.173886 Smoothing Hyper-parameters: 0.634889 0.606931 0.458548 0.407984 0.226041 0.224857 0.246827 Expected Total MS Cnt: 2308.74 Backgound Scale: 1.04921. ITERATION NUMBER 163. Current Log-Posterior: 31288.7 Step Size: -2888.187491 Smoothing Hyper-parameters: 0.567212 0.581903 0.435916 0.438270 0.244759 0.196634 0.244427 Expected Total MS Cnt: 2320.3 Backgound Scale: 1.03462. ITERATION NUMBER 164. Current Log-Posterior: 35049.2 Step Size: 3760.472414 Smoothing Hyper-parameters: 0.660478 0.634313 0.495905 0.232492 0.249971 0.171706 0.332275 Expected Total MS Cnt: 2348.87 Backgound Scale: 1.03883. ITERATION NUMBER 165. Current Log-Posterior: 30275.3 Step Size: -4773.89555 Smoothing Hyper-parameters: 0.638990 0.600552 0.459779 0.348747 0.217730 0.218305 0.254703 Expected Total MS Cnt: 2328.84 Backgound Scale: 1.03078. ITERATION NUMBER 166. Current Log-Posterior: 31342.3 Step Size: 1067.017226 Smoothing Hyper-parameters: 0.618799 0.546973 0.504589 0.365654 0.360025 0.085549 0.149404 Expected Total MS Cnt: 2446.02 Backgound Scale: 1.03627. ITERATION NUMBER 167. Current Log-Posterior: 32856.2 Step Size: 1513.932821 Smoothing Hyper-parameters: 0.607411 0.646061 0.508802 0.394173 0.192006 0.178621 0.287280 Expected Total MS Cnt: 2349.18 Backgound Scale: 1.03594. ITERATION NUMBER 168. Current Log-Posterior: 32096 Step Size: -760.1974186 Smoothing Hyper-parameters: 0.517465 0.589504 0.483939 0.324545 0.275713 0.398963 0.195868 Expected Total MS Cnt: 2315.85 Backgound Scale: 1.02804. ITERATION NUMBER 169. Current Log-Posterior: 37143.4 Step Size: 5047.334021 Smoothing Hyper-parameters: 0.598387 0.637697 0.569702 0.372825 0.222911 0.260841 0.139542 Expected Total MS Cnt: 2259.67 Backgound Scale: 1.03647. ITERATION NUMBER 170. Current Log-Posterior: 32434.1 Step Size: -4709.272718 Smoothing Hyper-parameters: 0.569537 0.552661 0.451621 0.398053 0.334698 0.152412 0.248788 Expected Total MS Cnt: 2319.61 Backgound Scale: 1.03077. ITERATION NUMBER 171. Current Log-Posterior: 35088.9 Step Size: 2654.772476 Smoothing Hyper-parameters: 0.551798 0.629325 0.509669 0.444930 0.326982 0.221764 0.141050 Expected Total MS Cnt: 2366.06 Backgound Scale: 1.03077. ITERATION NUMBER 172. Current Log-Posterior: 35017.8 Step Size: -71.00819401 Smoothing Hyper-parameters: 0.564403 0.546400 0.504939 0.366123 0.268230 0.261191 0.211713 Expected Total MS Cnt: 2328.05 Backgound Scale: 1.02536. ITERATION NUMBER 173. Current Log-Posterior: 35134.2 Step Size: 116.3569356 Smoothing Hyper-parameters: 0.590888 0.640829 0.455801 0.455531 0.294353 0.251384 0.269783 Expected Total MS Cnt: 2383.53 Backgound Scale: 1.04473. ITERATION NUMBER 174. Current Log-Posterior: 33056.9 Step Size: -2077.263112 Smoothing Hyper-parameters: 0.623165 0.632726 0.469798 0.360859 0.290993 0.177307 0.187731 Expected Total MS Cnt: 2326.05 Backgound Scale: 1.02414. ITERATION NUMBER 175. Current Log-Posterior: 31565.9 Step Size: -1491.074788 Smoothing Hyper-parameters: 0.540123 0.626580 0.493940 0.349604 0.302931 0.198288 0.101083 Expected Total MS Cnt: 2405.89 Backgound Scale: 1.04191. ITERATION NUMBER 176. Current Log-Posterior: 35690.5 Step Size: 4124.585872 Smoothing Hyper-parameters: 0.597209 0.568786 0.485922 0.439994 0.254834 0.177408 0.244134 Expected Total MS Cnt: 2327.46 Backgound Scale: 1.03395. ITERATION NUMBER 177. Current Log-Posterior: 33341.2 Step Size: -2349.219313 Smoothing Hyper-parameters: 0.597096 0.652893 0.494392 0.353039 0.320248 0.126925 0.254063 Expected Total MS Cnt: 2211.17 Backgound Scale: 1.04523. ITERATION NUMBER 178. Current Log-Posterior: 32505.3 Step Size: -835.9065355 Smoothing Hyper-parameters: 0.641969 0.576816 0.380518 0.371451 0.251261 0.173414 0.313441 Expected Total MS Cnt: 2264.69 Backgound Scale: 1.04051. ITERATION NUMBER 179. Current Log-Posterior: 31827.8 Step Size: -677.5023109 Smoothing Hyper-parameters: 0.488532 0.660964 0.531009 0.403936 0.290932 0.242739 0.130505 Expected Total MS Cnt: 2322.93 Backgound Scale: 1.02428. ITERATION NUMBER 180. Current Log-Posterior: 37825.5 Step Size: 5997.641464 Smoothing Hyper-parameters: 0.582513 0.646222 0.599209 0.389040 0.279822 0.234963 0.228790 Expected Total MS Cnt: 2378.06 Backgound Scale: 1.04561. ITERATION NUMBER 181. Current Log-Posterior: 33000.9 Step Size: -4824.600717 Smoothing Hyper-parameters: 0.544790 0.623674 0.502691 0.338412 0.175677 0.170220 0.079842 Expected Total MS Cnt: 2401.36 Backgound Scale: 1.04124. ITERATION NUMBER 182. Current Log-Posterior: 35492.1 Step Size: 2491.23852 Smoothing Hyper-parameters: 0.544975 0.570691 0.497607 0.334163 0.300686 0.189340 0.116565 Expected Total MS Cnt: 2422.32 Backgound Scale: 1.03103. ITERATION NUMBER 183. Current Log-Posterior: 36168.3 Step Size: 676.1889765 Smoothing Hyper-parameters: 0.596481 0.588241 0.497464 0.305363 0.160640 0.275998 0.226049 Expected Total MS Cnt: 2366.57 Backgound Scale: 1.02565. ITERATION NUMBER 184. Current Log-Posterior: 33448.3 Step Size: -2720.035304 Smoothing Hyper-parameters: 0.604031 0.621457 0.474761 0.366165 0.171193 0.200006 0.189844 Expected Total MS Cnt: 2401.43 Backgound Scale: 1.03285. ITERATION NUMBER 185. Current Log-Posterior: 32583.5 Step Size: -864.7603219 Smoothing Hyper-parameters: 0.586439 0.570185 0.538615 0.336665 0.225866 0.291910 0.270556 Expected Total MS Cnt: 2380.8 Backgound Scale: 1.03774. ITERATION NUMBER 186. Current Log-Posterior: 33839.5 Step Size: 1256.035408 Smoothing Hyper-parameters: 0.657902 0.595307 0.583361 0.370853 0.242840 0.179628 0.197260 Expected Total MS Cnt: 2388.88 Backgound Scale: 1.02901. ITERATION NUMBER 187. Current Log-Posterior: 30137.5 Step Size: -3702.05694 Smoothing Hyper-parameters: 0.608486 0.556143 0.477056 0.376314 0.338937 0.237932 0.252082 Expected Total MS Cnt: 2465.3 Backgound Scale: 1.05062. ITERATION NUMBER 188. Current Log-Posterior: 32956.7 Step Size: 2819.23705 Smoothing Hyper-parameters: 0.614892 0.593884 0.497172 0.407318 0.226494 0.268333 0.199353 Expected Total MS Cnt: 2331.42 Backgound Scale: 1.02958. ITERATION NUMBER 189. Current Log-Posterior: 32305.5 Step Size: -651.2325477 Smoothing Hyper-parameters: 0.556462 0.579655 0.500590 0.384694 0.227897 0.169134 0.187618 Expected Total MS Cnt: 2427.12 Backgound Scale: 1.04157. ITERATION NUMBER 190. Current Log-Posterior: 35313.8 Step Size: 3008.357375 Smoothing Hyper-parameters: 0.576875 0.570540 0.569631 0.434105 0.221521 0.168865 0.204411 Expected Total MS Cnt: 2478.54 Backgound Scale: 1.02481. ITERATION NUMBER 191. Current Log-Posterior: 34062.8 Step Size: -1251.043925 Smoothing Hyper-parameters: 0.565662 0.638439 0.489030 0.389864 0.310031 0.153725 0.234459 Expected Total MS Cnt: 2396.47 Backgound Scale: 1.0163. ITERATION NUMBER 192. Current Log-Posterior: 34171.2 Step Size: 108.3763627 Smoothing Hyper-parameters: 0.546423 0.611494 0.528386 0.456761 0.292635 0.203254 0.253860 Expected Total MS Cnt: 2478.61 Backgound Scale: 1.03153. ITERATION NUMBER 193. Current Log-Posterior: 35404.8 Step Size: 1233.647819 Smoothing Hyper-parameters: 0.584065 0.607873 0.473206 0.458205 0.268751 0.266975 0.105093 Expected Total MS Cnt: 2421.79 Backgound Scale: 1.02197. ITERATION NUMBER 194. Current Log-Posterior: 33595.6 Step Size: -1809.246591 Smoothing Hyper-parameters: 0.573814 0.612793 0.572406 0.406283 0.156778 0.195305 0.099289 Expected Total MS Cnt: 2471.59 Backgound Scale: 1.02407. ITERATION NUMBER 195. Current Log-Posterior: 33858.8 Step Size: 263.2655351 Smoothing Hyper-parameters: 0.564161 0.616048 0.565632 0.403172 0.364401 0.135688 0.276202 Expected Total MS Cnt: 2505.4 Backgound Scale: 1.02202. ITERATION NUMBER 196. Current Log-Posterior: 34383.9 Step Size: 525.0177564 Smoothing Hyper-parameters: 0.649409 0.693322 0.550522 0.422087 0.360724 0.249123 0.164138 Expected Total MS Cnt: 2467.49 Backgound Scale: 1.02094. ITERATION NUMBER 197. Current Log-Posterior: 29396.5 Step Size: -4987.397776 Smoothing Hyper-parameters: 0.636441 0.629004 0.540976 0.380230 0.343571 0.145060 0.193550 Expected Total MS Cnt: 2423.96 Backgound Scale: 1.02932. ITERATION NUMBER 198. Current Log-Posterior: 30817.9 Step Size: 1421.399566 Smoothing Hyper-parameters: 0.634682 0.488878 0.420609 0.409527 0.224538 0.176878 0.215825 Expected Total MS Cnt: 2393.91 Backgound Scale: 1.04475. ITERATION NUMBER 199. Current Log-Posterior: 33128.5 Step Size: 2310.611457 Smoothing Hyper-parameters: 0.596488 0.724524 0.481643 0.346060 0.305431 0.158417 0.270010 Expected Total MS Cnt: 2250.92 Backgound Scale: 1.0399. ITERATION NUMBER 200. Current Log-Posterior: 31816.1 Step Size: -1312.400969 Smoothing Hyper-parameters: 0.620287 0.652210 0.502711 0.419029 0.298593 0.199873 0.253323 Expected Total MS Cnt: 2190.7 Backgound Scale: 1.03888. ITERATION NUMBER 201. Current Log-Posterior: 31193.5 Step Size: -622.6117246 Smoothing Hyper-parameters: 0.656794 0.610279 0.495707 0.391760 0.258293 0.213645 0.129567 Expected Total MS Cnt: 2210.44 Backgound Scale: 1.0363. ITERATION NUMBER 202. Current Log-Posterior: 30208.2 Step Size: -985.2696717 Smoothing Hyper-parameters: 0.516702 0.595604 0.526034 0.389900 0.302138 0.213656 0.222342 Expected Total MS Cnt: 2256.99 Backgound Scale: 1.0526. ITERATION NUMBER 203. Current Log-Posterior: 36993.7 Step Size: 6785.48499 Smoothing Hyper-parameters: 0.581236 0.641206 0.435370 0.333346 0.255444 0.185106 0.249216 Expected Total MS Cnt: 2369.18 Backgound Scale: 1.04159. ITERATION NUMBER 204. Current Log-Posterior: 33547.2 Step Size: -3446.475525 Smoothing Hyper-parameters: 0.601694 0.644038 0.391754 0.391035 0.308700 0.195637 0.149327 Expected Total MS Cnt: 2371.53 Backgound Scale: 1.04002. ITERATION NUMBER 205. Current Log-Posterior: 32905.9 Step Size: -641.3174383 Smoothing Hyper-parameters: 0.567196 0.583040 0.532588 0.364791 0.367067 0.259681 0.167036 Expected Total MS Cnt: 2383.57 Backgound Scale: 1.00726. ITERATION NUMBER 206. Current Log-Posterior: 34465 Step Size: 1559.113207 Smoothing Hyper-parameters: 0.612284 0.597885 0.502370 0.358921 0.330720 0.268619 0.185111 Expected Total MS Cnt: 2451.59 Backgound Scale: 1.01692. ITERATION NUMBER 207. Current Log-Posterior: 32298.5 Step Size: -2166.46025 Smoothing Hyper-parameters: 0.613891 0.676072 0.498181 0.400348 0.312573 0.308570 0.246853 Expected Total MS Cnt: 2438.28 Backgound Scale: 1.02149. ITERATION NUMBER 208. Current Log-Posterior: 31333.8 Step Size: -964.746816 Smoothing Hyper-parameters: 0.531824 0.606174 0.453684 0.473337 0.238497 0.182278 0.317781 Expected Total MS Cnt: 2375.87 Backgound Scale: 1.02507. ITERATION NUMBER 209. Current Log-Posterior: 36315.5 Step Size: 4981.733736 Smoothing Hyper-parameters: 0.581032 0.619362 0.469176 0.368265 0.275950 0.331941 0.210468 Expected Total MS Cnt: 2357.58 Backgound Scale: 1.0382. ITERATION NUMBER 210. Current Log-Posterior: 33766.4 Step Size: -2549.07181 Smoothing Hyper-parameters: 0.622706 0.580206 0.548289 0.273445 0.288732 0.259303 0.098733 Expected Total MS Cnt: 2276.04 Backgound Scale: 1.03022. ITERATION NUMBER 211. Current Log-Posterior: 31935.1 Step Size: -1831.348216 Smoothing Hyper-parameters: 0.554973 0.579497 0.481768 0.424526 0.376140 0.173215 0.201447 Expected Total MS Cnt: 2347.7 Backgound Scale: 1.0146. ITERATION NUMBER 212. Current Log-Posterior: 35309.2 Step Size: 3374.149565 Smoothing Hyper-parameters: 0.630014 0.595546 0.505193 0.382516 0.364493 0.175943 0.331534 Expected Total MS Cnt: 2377.66 Backgound Scale: 1.02887. ITERATION NUMBER 213. Current Log-Posterior: 31543.2 Step Size: -3766.090492 Smoothing Hyper-parameters: 0.608973 0.600090 0.484482 0.371252 0.256792 0.239247 0.273914 Expected Total MS Cnt: 2466.84 Backgound Scale: 1.0251. ITERATION NUMBER 214. Current Log-Posterior: 32632 Step Size: 1088.796651 Smoothing Hyper-parameters: 0.644137 0.603100 0.502352 0.401967 0.330877 0.171286 0.251434 Expected Total MS Cnt: 2422.75 Backgound Scale: 1.03188. ITERATION NUMBER 215. Current Log-Posterior: 30744.2 Step Size: -1887.759456 Smoothing Hyper-parameters: 0.626559 0.621310 0.468448 0.408855 0.299507 0.178036 0.197911 Expected Total MS Cnt: 2430.67 Backgound Scale: 1.02358. ITERATION NUMBER 216. Current Log-Posterior: 31456.3 Step Size: 712.1163107 Smoothing Hyper-parameters: 0.576366 0.607161 0.497979 0.393318 0.343952 0.141154 0.193567 Expected Total MS Cnt: 2441.46 Backgound Scale: 1.04715. ITERATION NUMBER 217. Current Log-Posterior: 33867.8 Step Size: 2411.49344 Smoothing Hyper-parameters: 0.597133 0.577149 0.499452 0.386084 0.343272 0.293225 0.267807 Expected Total MS Cnt: 2380.72 Backgound Scale: 1.02512. ITERATION NUMBER 218. Current Log-Posterior: 33390.1 Step Size: -477.7450596 Smoothing Hyper-parameters: 0.525306 0.662042 0.510464 0.417438 0.397543 0.138418 0.250318 Expected Total MS Cnt: 2304.92 Backgound Scale: 1.03388. ITERATION NUMBER 219. Current Log-Posterior: 36009.2 Step Size: 2619.099381 Smoothing Hyper-parameters: 0.528739 0.559905 0.531281 0.418242 0.284622 0.254508 0.051053 Expected Total MS Cnt: 2323.35 Backgound Scale: 1.04016. ITERATION NUMBER 220. Current Log-Posterior: 36731.6 Step Size: 722.4112609 Smoothing Hyper-parameters: 0.562716 0.611381 0.449629 0.362123 0.267817 0.220703 0.309211 Expected Total MS Cnt: 2367.87 Backgound Scale: 1.03136. ITERATION NUMBER 221. Current Log-Posterior: 34724.7 Step Size: -2006.834286 Smoothing Hyper-parameters: 0.614986 0.670508 0.492909 0.432545 0.287950 0.167818 0.218263 Expected Total MS Cnt: 2402.59 Backgound Scale: 1.01784. ITERATION NUMBER 222. Current Log-Posterior: 31447.9 Step Size: -3276.807417 Smoothing Hyper-parameters: 0.597902 0.617888 0.517836 0.428698 0.261815 0.083172 0.252324 Expected Total MS Cnt: 2422.32 Backgound Scale: 1.02543. ITERATION NUMBER 223. Current Log-Posterior: 32808.7 Step Size: 1360.755279 Smoothing Hyper-parameters: 0.631427 0.545624 0.451939 0.366450 0.242194 0.261290 0.209655 Expected Total MS Cnt: 2441.82 Backgound Scale: 1.03056. ITERATION NUMBER 224. Current Log-Posterior: 32436 Step Size: -372.6787428 Smoothing Hyper-parameters: 0.700637 0.591766 0.502681 0.238833 0.240134 0.142248 0.137078 Expected Total MS Cnt: 2441.97 Backgound Scale: 1.03753. ITERATION NUMBER 225. Current Log-Posterior: 29259.7 Step Size: -3176.290545 Smoothing Hyper-parameters: 0.584323 0.604526 0.447844 0.404231 0.226132 0.206115 0.223785 Expected Total MS Cnt: 2379.8 Backgound Scale: 1.02631. ITERATION NUMBER 226. Current Log-Posterior: 34002.9 Step Size: 4743.205267 Smoothing Hyper-parameters: 0.586110 0.577134 0.582978 0.382818 0.263147 0.209898 0.232733 Expected Total MS Cnt: 2409.95 Backgound Scale: 1.03359. ITERATION NUMBER 227. Current Log-Posterior: 33459.3 Step Size: -543.6164028 Smoothing Hyper-parameters: 0.616274 0.697177 0.431102 0.444984 0.189377 0.160786 0.175429 Expected Total MS Cnt: 2419.31 Backgound Scale: 1.03114. ITERATION NUMBER 228. Current Log-Posterior: 31502.6 Step Size: -1956.651551 Smoothing Hyper-parameters: 0.616577 0.619045 0.428449 0.389244 0.266783 0.239169 0.119357 Expected Total MS Cnt: 2377.46 Backgound Scale: 1.02535. ITERATION NUMBER 229. Current Log-Posterior: 32134 Step Size: 631.3310531 Smoothing Hyper-parameters: 0.552128 0.607715 0.452095 0.374695 0.297572 0.267831 0.332807 Expected Total MS Cnt: 2532.64 Backgound Scale: 1.02879. ITERATION NUMBER 230. Current Log-Posterior: 35414 Step Size: 3280.008649 Smoothing Hyper-parameters: 0.630820 0.667846 0.443248 0.415288 0.376091 0.166032 0.220256 Expected Total MS Cnt: 2531.84 Backgound Scale: 1.02122. ITERATION NUMBER 231. Current Log-Posterior: 30854.7 Step Size: -4559.314498 Smoothing Hyper-parameters: 0.629584 0.695879 0.546840 0.367020 0.248428 0.238999 0.148717 Expected Total MS Cnt: 2472.72 Backgound Scale: 1.0311. ITERATION NUMBER 232. Current Log-Posterior: 30591.1 Step Size: -263.5896667 Smoothing Hyper-parameters: 0.609325 0.631489 0.492211 0.288944 0.291144 0.188982 0.187880 Expected Total MS Cnt: 2413.17 Backgound Scale: 1.01164. ITERATION NUMBER 233. Current Log-Posterior: 32437 Step Size: 1845.947512 Smoothing Hyper-parameters: 0.578321 0.661007 0.442048 0.385323 0.345657 0.199511 0.181434 Expected Total MS Cnt: 2543.53 Backgound Scale: 1.02684. ITERATION NUMBER 234. Current Log-Posterior: 33522.4 Step Size: 1085.375352 Smoothing Hyper-parameters: 0.595207 0.660737 0.486915 0.374239 0.370192 0.213254 0.071556 Expected Total MS Cnt: 2543.63 Backgound Scale: 1.03638. ITERATION NUMBER 235. Current Log-Posterior: 32575.3 Step Size: -947.1339296 Smoothing Hyper-parameters: 0.590977 0.662003 0.480961 0.396280 0.215681 0.211705 0.198484 Expected Total MS Cnt: 2468.44 Backgound Scale: 1.04154. ITERATION NUMBER 236. Current Log-Posterior: 32811.8 Step Size: 236.5133606 Smoothing Hyper-parameters: 0.593886 0.626255 0.508417 0.364770 0.282673 0.158235 0.278190 Expected Total MS Cnt: 2430.32 Backgound Scale: 1.0255. ITERATION NUMBER 237. Current Log-Posterior: 32947.1 Step Size: 135.3395941 Smoothing Hyper-parameters: 0.629069 0.545067 0.523907 0.304305 0.312647 0.146105 0.141685 Expected Total MS Cnt: 2371.51 Backgound Scale: 1.04124. ITERATION NUMBER 238. Current Log-Posterior: 32230 Step Size: -717.0940126 Smoothing Hyper-parameters: 0.638196 0.612194 0.449810 0.358545 0.203996 0.164249 0.221726 Expected Total MS Cnt: 2371.1 Backgound Scale: 1.04325. ITERATION NUMBER 239. Current Log-Posterior: 31310.6 Step Size: -919.4514345 Smoothing Hyper-parameters: 0.521780 0.721967 0.469864 0.375006 0.348867 0.170056 0.299695 Expected Total MS Cnt: 2317.97 Backgound Scale: 1.03275. ITERATION NUMBER 240. Current Log-Posterior: 35674.4 Step Size: 4363.833933 Smoothing Hyper-parameters: 0.596676 0.639970 0.564434 0.396832 0.216629 0.182313 0.197318 Expected Total MS Cnt: 2272.77 Backgound Scale: 1.02279. ITERATION NUMBER 241. Current Log-Posterior: 32433.1 Step Size: -3241.363818 Smoothing Hyper-parameters: 0.668283 0.562942 0.448735 0.408713 0.245010 0.141149 0.358198 Expected Total MS Cnt: 2321.16 Backgound Scale: 1.0406. ITERATION NUMBER 242. Current Log-Posterior: 30616.8 Step Size: -1816.291547 Smoothing Hyper-parameters: 0.562096 0.596681 0.494359 0.336494 0.334049 0.229109 0.169806 Expected Total MS Cnt: 2312.09 Backgound Scale: 1.02853. ITERATION NUMBER 243. Current Log-Posterior: 34760.1 Step Size: 4143.374598 Smoothing Hyper-parameters: 0.590770 0.659669 0.484220 0.446852 0.247868 0.183561 0.247452 Expected Total MS Cnt: 2408.64 Backgound Scale: 1.02349. ITERATION NUMBER 244. Current Log-Posterior: 32645.7 Step Size: -2114.424565 Smoothing Hyper-parameters: 0.522649 0.629380 0.513677 0.332353 0.366274 0.201785 0.336599 Expected Total MS Cnt: 2388.09 Backgound Scale: 1.02597. ITERATION NUMBER 245. Current Log-Posterior: 36446.5 Step Size: 3800.829428 Smoothing Hyper-parameters: 0.592098 0.650150 0.523423 0.349307 0.252466 0.170185 0.198924 Expected Total MS Cnt: 2314.61 Backgound Scale: 1.03213. ITERATION NUMBER 246. Current Log-Posterior: 32582.6 Step Size: -3863.942781 Smoothing Hyper-parameters: 0.545330 0.635055 0.455434 0.401076 0.318043 0.120471 0.192516 Expected Total MS Cnt: 2364.4 Backgound Scale: 1.02488. ITERATION NUMBER 247. Current Log-Posterior: 35377.4 Step Size: 2794.816689 Smoothing Hyper-parameters: 0.519177 0.568101 0.476373 0.407707 0.340158 0.241773 0.254267 Expected Total MS Cnt: 2289.05 Backgound Scale: 1.03734. ITERATION NUMBER 248. Current Log-Posterior: 37409.3 Step Size: 2031.925451 Smoothing Hyper-parameters: 0.549461 0.580783 0.487276 0.384021 0.321342 0.285306 0.221913 Expected Total MS Cnt: 2334.05 Backgound Scale: 1.02723. ITERATION NUMBER 249. Current Log-Posterior: 35401 Step Size: -2008.345288 Smoothing Hyper-parameters: 0.619008 0.586600 0.503502 0.421030 0.257233 0.206661 0.237922 Expected Total MS Cnt: 2353 Backgound Scale: 1.02399. ITERATION NUMBER 250. Current Log-Posterior: 32017.7 Step Size: -3383.302736 Smoothing Hyper-parameters: 0.512023 0.644608 0.492134 0.471409 0.286010 0.146849 0.192729 Expected Total MS Cnt: 2305.71 Backgound Scale: 1.02509. ITERATION NUMBER 251. Current Log-Posterior: 36847.7 Step Size: 4829.973486 Smoothing Hyper-parameters: 0.529681 0.607211 0.491983 0.382493 0.305473 0.178723 0.201117 Expected Total MS Cnt: 2328.77 Backgound Scale: 1.03274. ITERATION NUMBER 252. Current Log-Posterior: 36433.4 Step Size: -414.2987374 Smoothing Hyper-parameters: 0.529936 0.580894 0.431265 0.347294 0.211391 0.242219 0.207850 Expected Total MS Cnt: 2340.31 Backgound Scale: 1.02328. ITERATION NUMBER 253. Current Log-Posterior: 36835.9 Step Size: 402.5659089 Smoothing Hyper-parameters: 0.663011 0.606817 0.480282 0.337166 0.226665 0.175999 0.176095 Expected Total MS Cnt: 2378.44 Backgound Scale: 1.0316. ITERATION NUMBER 254. Current Log-Posterior: 30333.8 Step Size: -6502.151975 Smoothing Hyper-parameters: 0.549340 0.625371 0.460676 0.380047 0.254737 0.136063 0.194759 Expected Total MS Cnt: 2309.29 Backgound Scale: 1.02761. ITERATION NUMBER 255. Current Log-Posterior: 35198.6 Step Size: 4864.774373 Smoothing Hyper-parameters: 0.569526 0.615423 0.521116 0.319866 0.312321 0.198630 0.319608 Expected Total MS Cnt: 2349.58 Backgound Scale: 1.04412. ITERATION NUMBER 256. Current Log-Posterior: 34093.3 Step Size: -1105.223848 Smoothing Hyper-parameters: 0.554785 0.611609 0.438589 0.468638 0.307043 0.212471 0.168780 Expected Total MS Cnt: 2376.94 Backgound Scale: 1.05806. ITERATION NUMBER 257. Current Log-Posterior: 34939 Step Size: 845.6400476 Smoothing Hyper-parameters: 0.536885 0.570897 0.519744 0.338345 0.234450 0.113334 0.317488 Expected Total MS Cnt: 2412.48 Backgound Scale: 1.02595. ITERATION NUMBER 258. Current Log-Posterior: 36479.5 Step Size: 1540.513637 Smoothing Hyper-parameters: 0.581564 0.629250 0.390364 0.322388 0.245376 0.177318 0.217647 Expected Total MS Cnt: 2312.36 Backgound Scale: 1.03957. ITERATION NUMBER 259. Current Log-Posterior: 34093.4 Step Size: -2386.056797 Smoothing Hyper-parameters: 0.604375 0.635262 0.454967 0.375480 0.213976 0.114013 0.180332 Expected Total MS Cnt: 2415.55 Backgound Scale: 1.039. ITERATION NUMBER 260. Current Log-Posterior: 32529.9 Step Size: -1563.516321 Smoothing Hyper-parameters: 0.545196 0.626734 0.512776 0.404896 0.332948 0.164775 0.240952 Expected Total MS Cnt: 2286.18 Backgound Scale: 1.0251. ITERATION NUMBER 261. Current Log-Posterior: 35250.9 Step Size: 2721.025337 Smoothing Hyper-parameters: 0.584534 0.584712 0.516065 0.239767 0.294270 0.225690 0.189812 Expected Total MS Cnt: 2360.4 Backgound Scale: 1.03385. ITERATION NUMBER 262. Current Log-Posterior: 33969.7 Step Size: -1281.273981 Smoothing Hyper-parameters: 0.588208 0.632163 0.460377 0.307863 0.273416 0.214531 0.317217 Expected Total MS Cnt: 2415.95 Backgound Scale: 1.04586. ITERATION NUMBER 263. Current Log-Posterior: 33534.8 Step Size: -434.8420568 Smoothing Hyper-parameters: 0.619579 0.589068 0.496757 0.308338 0.205498 0.275296 0.226854 Expected Total MS Cnt: 2390.39 Backgound Scale: 1.04118. ITERATION NUMBER 264. Current Log-Posterior: 32190.5 Step Size: -1344.341213 Smoothing Hyper-parameters: 0.632786 0.603031 0.487862 0.442588 0.172832 0.059948 0.341915 Expected Total MS Cnt: 2235.25 Backgound Scale: 1.03558. ITERATION NUMBER 265. Current Log-Posterior: 31747.3 Step Size: -443.2191856 Smoothing Hyper-parameters: 0.534781 0.681302 0.433465 0.300549 0.281269 0.082832 0.396667 Expected Total MS Cnt: 2309.1 Backgound Scale: 1.03819. ITERATION NUMBER 266. Current Log-Posterior: 35799.4 Step Size: 4052.101217 Smoothing Hyper-parameters: 0.570427 0.654209 0.519885 0.329020 0.282212 0.234535 0.286626 Expected Total MS Cnt: 2350.54 Backgound Scale: 1.04428. ITERATION NUMBER 267. Current Log-Posterior: 33727.8 Step Size: -2071.556338 Smoothing Hyper-parameters: 0.635425 0.645798 0.474676 0.342075 0.246659 0.212815 0.176659 Expected Total MS Cnt: 2353.28 Backgound Scale: 1.03129. ITERATION NUMBER 268. Current Log-Posterior: 31066.6 Step Size: -2661.223771 Smoothing Hyper-parameters: 0.595206 0.580530 0.476717 0.490566 0.273294 0.165777 0.229716 Expected Total MS Cnt: 2365.08 Backgound Scale: 1.03888. ITERATION NUMBER 269. Current Log-Posterior: 33345.4 Step Size: 2278.84686 Smoothing Hyper-parameters: 0.560642 0.617774 0.464814 0.367921 0.312448 0.215501 0.207452 Expected Total MS Cnt: 2251.33 Backgound Scale: 1.0397. ITERATION NUMBER 270. Current Log-Posterior: 34698.8 Step Size: 1353.343016 Smoothing Hyper-parameters: 0.617127 0.553786 0.438735 0.482709 0.203279 0.175242 0.184784 Expected Total MS Cnt: 2268.92 Backgound Scale: 1.03692. ITERATION NUMBER 271. Current Log-Posterior: 32943.6 Step Size: -1755.185406 Smoothing Hyper-parameters: 0.647997 0.551928 0.438473 0.254359 0.302021 0.244050 0.176485 Expected Total MS Cnt: 2247.31 Backgound Scale: 1.04639. ITERATION NUMBER 272. Current Log-Posterior: 31909.9 Step Size: -1033.714871 Smoothing Hyper-parameters: 0.597197 0.561177 0.430176 0.408816 0.219740 0.203169 0.120578 Expected Total MS Cnt: 2273.27 Backgound Scale: 1.04369. ITERATION NUMBER 273. Current Log-Posterior: 33809.4 Step Size: 1899.580195 Smoothing Hyper-parameters: 0.602224 0.608613 0.557677 0.336789 0.205128 0.160452 0.347131 Expected Total MS Cnt: 2366.67 Backgound Scale: 1.03724. ITERATION NUMBER 274. Current Log-Posterior: 32714.5 Step Size: -1094.903335 Smoothing Hyper-parameters: 0.586643 0.600632 0.513522 0.399516 0.310167 0.142840 0.279840 Expected Total MS Cnt: 2354.87 Backgound Scale: 1.03675. ITERATION NUMBER 275. Current Log-Posterior: 33568.4 Step Size: 853.8506333 Smoothing Hyper-parameters: 0.593414 0.611058 0.495595 0.327311 0.340298 0.287994 0.303058 Expected Total MS Cnt: 2446.04 Backgound Scale: 1.04109. ITERATION NUMBER 276. Current Log-Posterior: 33050.3 Step Size: -518.0851866 Smoothing Hyper-parameters: 0.532176 0.579343 0.617741 0.338395 0.268466 0.113271 0.078244 Expected Total MS Cnt: 2366.64 Backgound Scale: 1.02688. ITERATION NUMBER 277. Current Log-Posterior: 36163.3 Step Size: 3112.957002 Smoothing Hyper-parameters: 0.607900 0.571622 0.472481 0.424974 0.328268 0.158766 0.256937 Expected Total MS Cnt: 2247.79 Backgound Scale: 1.03568. ITERATION NUMBER 278. Current Log-Posterior: 32858.4 Step Size: -3304.83048 Smoothing Hyper-parameters: 0.521895 0.568083 0.467276 0.366393 0.290702 0.232296 0.142035 Expected Total MS Cnt: 2331.89 Backgound Scale: 1.03544. ITERATION NUMBER 279. Current Log-Posterior: 37221 Step Size: 4362.521452 Smoothing Hyper-parameters: 0.506229 0.674366 0.534785 0.351852 0.205470 0.139017 0.239182 Expected Total MS Cnt: 2318.31 Backgound Scale: 1.01752. ITERATION NUMBER 280. Current Log-Posterior: 36847.7 Step Size: -373.264455 Smoothing Hyper-parameters: 0.588234 0.631861 0.506082 0.411125 0.320911 0.346967 0.259684 Expected Total MS Cnt: 2311.19 Backgound Scale: 1.04963. ITERATION NUMBER 281. Current Log-Posterior: 32912.9 Step Size: -3934.795578 Smoothing Hyper-parameters: 0.601192 0.563904 0.519036 0.357219 0.277887 0.294706 0.149806 Expected Total MS Cnt: 2319.22 Backgound Scale: 1.04594. ITERATION NUMBER 282. Current Log-Posterior: 33168.4 Step Size: 255.4746861 Smoothing Hyper-parameters: 0.582811 0.604872 0.469179 0.335110 0.401221 0.205967 0.135399 Expected Total MS Cnt: 2317.64 Backgound Scale: 1.04192. ITERATION NUMBER 283. Current Log-Posterior: 33909.8 Step Size: 741.4359346 Smoothing Hyper-parameters: 0.591107 0.557795 0.484776 0.380947 0.190500 0.222830 0.200663 Expected Total MS Cnt: 2319.92 Backgound Scale: 1.02371. ITERATION NUMBER 284. Current Log-Posterior: 33931.9 Step Size: 22.11142296 Smoothing Hyper-parameters: 0.603375 0.690894 0.542027 0.332652 0.324139 0.216234 0.137581 Expected Total MS Cnt: 2353.93 Backgound Scale: 1.03786. ITERATION NUMBER 285. Current Log-Posterior: 31836.9 Step Size: -2095.038199 Smoothing Hyper-parameters: 0.565273 0.606898 0.566141 0.430739 0.256896 0.194323 0.199147 Expected Total MS Cnt: 2298.53 Backgound Scale: 1.02304. ITERATION NUMBER 286. Current Log-Posterior: 34146.4 Step Size: 2309.548165 Smoothing Hyper-parameters: 0.643915 0.530706 0.567834 0.433794 0.271890 0.230863 0.191468 Expected Total MS Cnt: 2403.44 Backgound Scale: 1.02939. ITERATION NUMBER 287. Current Log-Posterior: 31481.2 Step Size: -2665.243149 Smoothing Hyper-parameters: 0.550054 0.643459 0.553776 0.389135 0.241777 0.223072 0.210405 Expected Total MS Cnt: 2299.35 Backgound Scale: 1.02652. ITERATION NUMBER 288. Current Log-Posterior: 34731 Step Size: 3249.764692 Smoothing Hyper-parameters: 0.528525 0.678044 0.496652 0.441973 0.252082 0.270947 0.159609 Expected Total MS Cnt: 2400.88 Backgound Scale: 1.03501. ITERATION NUMBER 289. Current Log-Posterior: 35493.6 Step Size: 762.6443208 Smoothing Hyper-parameters: 0.637066 0.538093 0.468987 0.332850 0.290874 0.143641 0.229009 Expected Total MS Cnt: 2366.65 Backgound Scale: 1.02839. ITERATION NUMBER 290. Current Log-Posterior: 32210.6 Step Size: -3283.039142 Smoothing Hyper-parameters: 0.549001 0.656123 0.504220 0.341355 0.285407 0.280216 0.187878 Expected Total MS Cnt: 2391.17 Backgound Scale: 1.03944. ITERATION NUMBER 291. Current Log-Posterior: 34943 Step Size: 2732.420298 Smoothing Hyper-parameters: 0.557866 0.582404 0.471164 0.447606 0.221377 0.256031 0.078185 Expected Total MS Cnt: 2431.97 Backgound Scale: 1.02799. ITERATION NUMBER 292. Current Log-Posterior: 35135.1 Step Size: 192.1292718 Smoothing Hyper-parameters: 0.589553 0.652499 0.549439 0.378418 0.376544 0.145474 0.309984 Expected Total MS Cnt: 2425.95 Backgound Scale: 1.02801. ITERATION NUMBER 293. Current Log-Posterior: 32522.7 Step Size: -2612.421489 Smoothing Hyper-parameters: 0.634217 0.577327 0.634353 0.323884 0.288714 0.322967 0.154033 Expected Total MS Cnt: 2386.76 Backgound Scale: 1.04674. ITERATION NUMBER 294. Current Log-Posterior: 31429.4 Step Size: -1093.311986 Smoothing Hyper-parameters: 0.687559 0.558513 0.508017 0.349803 0.242157 0.192850 0.219567 Expected Total MS Cnt: 2333.37 Backgound Scale: 1.03136. ITERATION NUMBER 295. Current Log-Posterior: 29676.4 Step Size: -1752.933552 Smoothing Hyper-parameters: 0.584534 0.576124 0.463644 0.335376 0.256883 0.119288 0.193183 Expected Total MS Cnt: 2408.1 Backgound Scale: 1.0309. ITERATION NUMBER 296. Current Log-Posterior: 34180.9 Step Size: 4504.472545 Smoothing Hyper-parameters: 0.601004 0.573767 0.474283 0.363420 0.365050 0.136929 0.190014 Expected Total MS Cnt: 2457.67 Backgound Scale: 1.0153. ITERATION NUMBER 297. Current Log-Posterior: 33300.4 Step Size: -880.4773655 Smoothing Hyper-parameters: 0.596904 0.663556 0.505507 0.304894 0.276567 0.318132 0.272803 Expected Total MS Cnt: 2530.89 Backgound Scale: 1.02034. ITERATION NUMBER 298. Current Log-Posterior: 32679.2 Step Size: -621.2520136 Smoothing Hyper-parameters: 0.588801 0.667705 0.463289 0.410000 0.227996 0.081078 0.146530 Expected Total MS Cnt: 2446.27 Backgound Scale: 1.0098. ITERATION NUMBER 299. Current Log-Posterior: 32986.8 Step Size: 307.5720261 Smoothing Hyper-parameters: 0.616941 0.551915 0.442462 0.396577 0.311242 0.124604 0.246571 Expected Total MS Cnt: 2495.97 Backgound Scale: 1.03078. ITERATION NUMBER 300. Current Log-Posterior: 33003.5 Step Size: 16.74503153 Smoothing Hyper-parameters: 0.588222 0.589697 0.431910 0.451574 0.254929 0.266944 0.099127 Expected Total MS Cnt: 2491.83 Backgound Scale: 1.01665. ITERATION NUMBER 301. Current Log-Posterior: 33796.9 Step Size: 793.3703011 Smoothing Hyper-parameters: 0.603623 0.658098 0.474381 0.402890 0.314722 0.180457 0.277196 Expected Total MS Cnt: 2436.62 Backgound Scale: 1.01378. ITERATION NUMBER 302. Current Log-Posterior: 32154.8 Step Size: -1642.040119 Smoothing Hyper-parameters: 0.570909 0.596009 0.525564 0.423771 0.184503 0.287421 0.340145 Expected Total MS Cnt: 2438.16 Backgound Scale: 1.01941. ITERATION NUMBER 303. Current Log-Posterior: 34306.8 Step Size: 2151.982021 Smoothing Hyper-parameters: 0.556158 0.686860 0.508376 0.343494 0.269312 0.317656 0.144720 Expected Total MS Cnt: 2461.56 Backgound Scale: 1.00812. ITERATION NUMBER 304. Current Log-Posterior: 34143.6 Step Size: -163.167846 Smoothing Hyper-parameters: 0.545209 0.653981 0.568268 0.422087 0.255320 0.220915 0.307105 Expected Total MS Cnt: 2471.14 Backgound Scale: 1.02415. ITERATION NUMBER 305. Current Log-Posterior: 34742 Step Size: 598.3437279 Smoothing Hyper-parameters: 0.569610 0.598376 0.590977 0.357303 0.352125 0.219132 0.193569 Expected Total MS Cnt: 2524.32 Backgound Scale: 1.02774. ITERATION NUMBER 306. Current Log-Posterior: 34119 Step Size: -622.9406188 Smoothing Hyper-parameters: 0.639760 0.642378 0.507543 0.372511 0.279524 0.381158 0.260992 Expected Total MS Cnt: 2375.41 Backgound Scale: 1.02726. ITERATION NUMBER 307. Current Log-Posterior: 30649.6 Step Size: -3469.410511 Smoothing Hyper-parameters: 0.659829 0.595452 0.457624 0.388116 0.243252 0.187806 0.150830 Expected Total MS Cnt: 2417.73 Backgound Scale: 1.02925. ITERATION NUMBER 308. Current Log-Posterior: 30400.1 Step Size: -249.5340344 Smoothing Hyper-parameters: 0.585978 0.663275 0.579128 0.403981 0.243466 0.219305 0.177475 Expected Total MS Cnt: 2560.11 Backgound Scale: 1.01488. ITERATION NUMBER 309. Current Log-Posterior: 32767.9 Step Size: 2367.809932 Smoothing Hyper-parameters: 0.635395 0.552310 0.446020 0.441993 0.227724 0.254105 0.169975 Expected Total MS Cnt: 2494.61 Backgound Scale: 1.02576. ITERATION NUMBER 310. Current Log-Posterior: 31922.3 Step Size: -845.6478199 Smoothing Hyper-parameters: 0.664699 0.567355 0.474108 0.386302 0.284229 0.221104 0.268868 Expected Total MS Cnt: 2449.76 Backgound Scale: 1.02408. ITERATION NUMBER 311. Current Log-Posterior: 30513.7 Step Size: -1408.531676 Smoothing Hyper-parameters: 0.537791 0.669789 0.533371 0.336601 0.202269 0.175566 0.108527 Expected Total MS Cnt: 2501.38 Backgound Scale: 1.02733. ITERATION NUMBER 312. Current Log-Posterior: 35061.8 Step Size: 4548.031314 Smoothing Hyper-parameters: 0.557402 0.617087 0.505436 0.372689 0.334594 0.277765 0.086034 Expected Total MS Cnt: 2412.29 Backgound Scale: 1.02601. ITERATION NUMBER 313. Current Log-Posterior: 34665.1 Step Size: -396.6316936 Smoothing Hyper-parameters: 0.620039 0.660975 0.548328 0.416279 0.246738 0.260237 0.233886 Expected Total MS Cnt: 2434.46 Backgound Scale: 1.03287. ITERATION NUMBER 314. Current Log-Posterior: 31034.7 Step Size: -3630.477285 Smoothing Hyper-parameters: 0.624320 0.618219 0.592238 0.335433 0.197105 0.200482 0.180478 Expected Total MS Cnt: 2396.22 Backgound Scale: 1.03279. ITERATION NUMBER 315. Current Log-Posterior: 31419 Step Size: 384.3552945 Smoothing Hyper-parameters: 0.616078 0.614287 0.387204 0.410624 0.201384 0.166711 0.189677 Expected Total MS Cnt: 2314.99 Backgound Scale: 1.02267. ITERATION NUMBER 316. Current Log-Posterior: 32425.9 Step Size: 1006.935527 Smoothing Hyper-parameters: 0.576816 0.698608 0.430652 0.406655 0.275374 0.131962 0.300834 Expected Total MS Cnt: 2377.53 Backgound Scale: 1.02756. ITERATION NUMBER 317. Current Log-Posterior: 33211.5 Step Size: 785.5914938 Smoothing Hyper-parameters: 0.589946 0.562014 0.469791 0.379924 0.263431 0.282625 0.169743 Expected Total MS Cnt: 2242.75 Backgound Scale: 1.02679. ITERATION NUMBER 318. Current Log-Posterior: 33954 Step Size: 742.5056094 Smoothing Hyper-parameters: 0.665495 0.621759 0.499158 0.366904 0.177685 0.097146 0.130328 Expected Total MS Cnt: 2295.88 Backgound Scale: 1.04954. ITERATION NUMBER 319. Current Log-Posterior: 29932.6 Step Size: -4021.444894 Smoothing Hyper-parameters: 0.565294 0.575264 0.537186 0.410517 0.334979 0.212002 0.265467 Expected Total MS Cnt: 2334.18 Backgound Scale: 1.03563. ITERATION NUMBER 320. Current Log-Posterior: 34595.3 Step Size: 4662.658252 Smoothing Hyper-parameters: 0.608868 0.595198 0.453117 0.437856 0.231786 0.142152 0.182998 Expected Total MS Cnt: 2306.01 Backgound Scale: 1.02464. ITERATION NUMBER 321. Current Log-Posterior: 32843.1 Step Size: -1752.148821 Smoothing Hyper-parameters: 0.553517 0.644298 0.461397 0.332002 0.303070 0.188336 0.168343 Expected Total MS Cnt: 2370.86 Backgound Scale: 1.03537. ITERATION NUMBER 322. Current Log-Posterior: 34740.7 Step Size: 1897.570886 Smoothing Hyper-parameters: 0.569888 0.596971 0.469825 0.304801 0.290030 0.266152 0.073536 Expected Total MS Cnt: 2523.55 Backgound Scale: 1.02797. ITERATION NUMBER 323. Current Log-Posterior: 34484 Step Size: -256.6494153 Smoothing Hyper-parameters: 0.618156 0.570767 0.447121 0.293736 0.245127 0.290201 0.188366 Expected Total MS Cnt: 2341.7 Backgound Scale: 1.02699. ITERATION NUMBER 324. Current Log-Posterior: 32610 Step Size: -1874.058552 Smoothing Hyper-parameters: 0.632555 0.631164 0.409739 0.362150 0.338407 0.163486 0.310459 Expected Total MS Cnt: 2359.66 Backgound Scale: 1.00887. ITERATION NUMBER 325. Current Log-Posterior: 31452.1 Step Size: -1157.844748 Smoothing Hyper-parameters: 0.617749 0.600539 0.421461 0.301571 0.340595 0.280423 0.201376 Expected Total MS Cnt: 2456.69 Backgound Scale: 1.02902. ITERATION NUMBER 326. Current Log-Posterior: 32558.1 Step Size: 1105.993615 Smoothing Hyper-parameters: 0.655198 0.530931 0.432711 0.297121 0.206100 0.140813 0.260686 Expected Total MS Cnt: 2374.75 Backgound Scale: 1.02675. ITERATION NUMBER 327. Current Log-Posterior: 31803.3 Step Size: -754.8239409 Smoothing Hyper-parameters: 0.584921 0.689795 0.416069 0.346900 0.231757 0.242954 0.207363 Expected Total MS Cnt: 2315.85 Backgound Scale: 1.03354. ITERATION NUMBER 328. Current Log-Posterior: 33099.7 Step Size: 1296.410321 Smoothing Hyper-parameters: 0.601275 0.600934 0.484202 0.351414 0.224714 0.131566 0.118283 Expected Total MS Cnt: 2376.85 Backgound Scale: 1.031. ITERATION NUMBER 329. Current Log-Posterior: 33135.5 Step Size: 35.74607209 Smoothing Hyper-parameters: 0.622577 0.643974 0.471684 0.400801 0.168377 0.219410 0.116403 Expected Total MS Cnt: 2277.61 Backgound Scale: 1.03458. ITERATION NUMBER 330. Current Log-Posterior: 31566 Step Size: -1569.434536 Smoothing Hyper-parameters: 0.643545 0.603870 0.419553 0.365056 0.184280 0.177400 0.261711 Expected Total MS Cnt: 2404.77 Backgound Scale: 1.0266. ITERATION NUMBER 331. Current Log-Posterior: 31300.1 Step Size: -265.9392952 Smoothing Hyper-parameters: 0.597441 0.623693 0.483046 0.437677 0.198330 0.206766 0.197978 Expected Total MS Cnt: 2284.75 Backgound Scale: 1.03277. ITERATION NUMBER 332. Current Log-Posterior: 32748.9 Step Size: 1448.828083 Smoothing Hyper-parameters: 0.614244 0.693535 0.448460 0.334055 0.234238 0.177952 0.231325 Expected Total MS Cnt: 2260.32 Backgound Scale: 1.02416. ITERATION NUMBER 333. Current Log-Posterior: 31689.7 Step Size: -1059.205602 Smoothing Hyper-parameters: 0.604995 0.558244 0.505921 0.375090 0.229803 0.222098 0.257775 Expected Total MS Cnt: 2313.95 Backgound Scale: 1.03745. ITERATION NUMBER 334. Current Log-Posterior: 33279.5 Step Size: 1589.815345 Smoothing Hyper-parameters: 0.598805 0.660812 0.490594 0.476453 0.262692 0.127636 0.147573 Expected Total MS Cnt: 2246.2 Backgound Scale: 1.04365. ITERATION NUMBER 335. Current Log-Posterior: 32208.2 Step Size: -1071.354089 Smoothing Hyper-parameters: 0.649501 0.562404 0.572621 0.308982 0.434833 0.173514 0.191247 Expected Total MS Cnt: 2392.74 Backgound Scale: 1.03301. ITERATION NUMBER 336. Current Log-Posterior: 31048 Step Size: -1160.117071 Smoothing Hyper-parameters: 0.573246 0.592584 0.461522 0.356096 0.275943 0.197590 0.343882 Expected Total MS Cnt: 2420.28 Backgound Scale: 1.0282. ITERATION NUMBER 337. Current Log-Posterior: 34431.9 Step Size: 3383.857407 Smoothing Hyper-parameters: 0.629212 0.642701 0.526085 0.409537 0.201854 0.231180 0.112033 Expected Total MS Cnt: 2410.44 Backgound Scale: 1.03539. ITERATION NUMBER 338. Current Log-Posterior: 31034 Step Size: -3397.895328 Smoothing Hyper-parameters: 0.598508 0.611550 0.524235 0.284203 0.332887 0.123399 0.298252 Expected Total MS Cnt: 2341.39 Backgound Scale: 1.02751. ITERATION NUMBER 339. Current Log-Posterior: 32991.3 Step Size: 1957.329797 Smoothing Hyper-parameters: 0.571141 0.696953 0.473056 0.403645 0.181676 0.264752 0.171022 Expected Total MS Cnt: 2333.68 Backgound Scale: 1.04142. ITERATION NUMBER 340. Current Log-Posterior: 33413.6 Step Size: 422.2869996 Smoothing Hyper-parameters: 0.516977 0.735199 0.484820 0.350258 0.262895 0.292944 0.192063 Expected Total MS Cnt: 2336.94 Backgound Scale: 1.03679. ITERATION NUMBER 341. Current Log-Posterior: 35732.4 Step Size: 2318.806886 Smoothing Hyper-parameters: 0.543916 0.573260 0.511573 0.403800 0.266789 0.334526 0.178748 Expected Total MS Cnt: 2241.79 Backgound Scale: 1.03918. ITERATION NUMBER 342. Current Log-Posterior: 35982.3 Step Size: 249.8458915 Smoothing Hyper-parameters: 0.570591 0.514150 0.530707 0.367747 0.235002 0.132443 0.261456 Expected Total MS Cnt: 2284.86 Backgound Scale: 1.02913. ITERATION NUMBER 343. Current Log-Posterior: 35301.4 Step Size: -680.8513954 Smoothing Hyper-parameters: 0.620940 0.715116 0.492965 0.325938 0.349731 0.244222 0.209731 Expected Total MS Cnt: 2358.11 Backgound Scale: 1.04591. ITERATION NUMBER 344. Current Log-Posterior: 30882.6 Step Size: -4418.835349 Smoothing Hyper-parameters: 0.623195 0.605628 0.542504 0.332202 0.307869 0.190251 0.225965 Expected Total MS Cnt: 2331.77 Backgound Scale: 1.03299. ITERATION NUMBER 345. Current Log-Posterior: 31653.8 Step Size: 771.2035838 Smoothing Hyper-parameters: 0.626586 0.655860 0.472378 0.467446 0.238206 0.206645 0.297758 Expected Total MS Cnt: 2366.26 Backgound Scale: 1.0304. ITERATION NUMBER 346. Current Log-Posterior: 31132.1 Step Size: -521.6450057 Smoothing Hyper-parameters: 0.627702 0.585815 0.523448 0.482598 0.296984 0.153271 0.182024 Expected Total MS Cnt: 2351.65 Backgound Scale: 1.02555. ITERATION NUMBER 347. Current Log-Posterior: 31644.6 Step Size: 512.4965814 Smoothing Hyper-parameters: 0.651208 0.625428 0.427915 0.415150 0.259432 0.201668 0.202329 Expected Total MS Cnt: 2399.78 Backgound Scale: 1.02344. ITERATION NUMBER 348. Current Log-Posterior: 30611.3 Step Size: -1033.351923 Smoothing Hyper-parameters: 0.632571 0.624634 0.467730 0.440274 0.272994 0.229648 0.193836 Expected Total MS Cnt: 2422.02 Backgound Scale: 1.03746. ITERATION NUMBER 349. Current Log-Posterior: 31303 Step Size: 691.6596004 Smoothing Hyper-parameters: 0.572243 0.635623 0.533570 0.365611 0.261294 0.100822 0.175804 Expected Total MS Cnt: 2382.22 Backgound Scale: 1.03438. ITERATION NUMBER 350. Current Log-Posterior: 33801.4 Step Size: 2498.495897 Smoothing Hyper-parameters: 0.647657 0.658749 0.497693 0.341063 0.194945 0.176991 0.171096 Expected Total MS Cnt: 2375.71 Backgound Scale: 1.02298. ITERATION NUMBER 351. Current Log-Posterior: 30322.5 Step Size: -3478.9803 Smoothing Hyper-parameters: 0.647807 0.655946 0.448349 0.365960 0.417954 0.327901 0.175306 Expected Total MS Cnt: 2243.17 Backgound Scale: 1.02656. ITERATION NUMBER 352. Current Log-Posterior: 30319.8 Step Size: -2.655926181 Smoothing Hyper-parameters: 0.663165 0.641247 0.505022 0.385387 0.354973 0.332894 0.242003 Expected Total MS Cnt: 2253.99 Backgound Scale: 1.03008. ITERATION NUMBER 353. Current Log-Posterior: 29510.3 Step Size: -809.5371835 Smoothing Hyper-parameters: 0.651807 0.594306 0.467723 0.265255 0.189767 0.169627 0.272850 Expected Total MS Cnt: 2261.29 Backgound Scale: 1.03065. ITERATION NUMBER 354. Current Log-Posterior: 31080 Step Size: 1569.767988 Smoothing Hyper-parameters: 0.537277 0.572772 0.498986 0.395472 0.202829 0.257968 0.192091 Expected Total MS Cnt: 2322.17 Backgound Scale: 1.03329. ITERATION NUMBER 355. Current Log-Posterior: 36232.2 Step Size: 5152.153846 Smoothing Hyper-parameters: 0.581171 0.587980 0.500276 0.322789 0.215617 0.255472 0.170837 Expected Total MS Cnt: 2388.59 Backgound Scale: 1.02301. ITERATION NUMBER 356. Current Log-Posterior: 34167 Step Size: -2065.241843 Smoothing Hyper-parameters: 0.596531 0.638861 0.449409 0.357010 0.256275 0.137256 0.177243 Expected Total MS Cnt: 2315.99 Backgound Scale: 1.0275. ITERATION NUMBER 357. Current Log-Posterior: 33015.7 Step Size: -1151.290192 Smoothing Hyper-parameters: 0.603790 0.618381 0.401700 0.394441 0.406965 0.149727 0.330241 Expected Total MS Cnt: 2289.52 Backgound Scale: 1.02281. ITERATION NUMBER 358. Current Log-Posterior: 32690.1 Step Size: -325.5190878 Smoothing Hyper-parameters: 0.588779 0.505704 0.428308 0.429314 0.338078 0.236121 0.227800 Expected Total MS Cnt: 2268.1 Backgound Scale: 1.02978. ITERATION NUMBER 359. Current Log-Posterior: 34930.7 Step Size: 2240.602051 Smoothing Hyper-parameters: 0.614433 0.523162 0.544591 0.387879 0.202810 0.179807 0.210653 Expected Total MS Cnt: 2359.21 Backgound Scale: 1.03679. ITERATION NUMBER 360. Current Log-Posterior: 33082.5 Step Size: -1848.276516 Smoothing Hyper-parameters: 0.627187 0.554047 0.415036 0.353540 0.289327 0.197555 0.266996 Expected Total MS Cnt: 2323.13 Backgound Scale: 1.02459. ITERATION NUMBER 361. Current Log-Posterior: 32679.2 Step Size: -403.2806057 Smoothing Hyper-parameters: 0.514318 0.563425 0.450957 0.379791 0.244709 0.175555 0.240499 Expected Total MS Cnt: 2306.77 Backgound Scale: 1.04381. ITERATION NUMBER 362. Current Log-Posterior: 37843.8 Step Size: 5164.595995 Smoothing Hyper-parameters: 0.606177 0.577550 0.543231 0.422067 0.226251 0.215987 0.219622 Expected Total MS Cnt: 2332.91 Backgound Scale: 1.03411. ITERATION NUMBER 363. Current Log-Posterior: 32658.8 Step Size: -5185.037784 Smoothing Hyper-parameters: 0.620115 0.592057 0.499270 0.362288 0.376584 0.238050 0.224333 Expected Total MS Cnt: 2343.04 Backgound Scale: 1.01458. ITERATION NUMBER 364. Current Log-Posterior: 32154.3 Step Size: -504.4880332 Smoothing Hyper-parameters: 0.578709 0.647738 0.466788 0.452223 0.354286 0.259779 0.246527 Expected Total MS Cnt: 2388.28 Backgound Scale: 1.02992. ITERATION NUMBER 365. Current Log-Posterior: 33429.7 Step Size: 1275.472738 Smoothing Hyper-parameters: 0.602409 0.540393 0.534511 0.428734 0.245278 0.291707 0.102110 Expected Total MS Cnt: 2231.72 Backgound Scale: 1.02273. ITERATION NUMBER 366. Current Log-Posterior: 33435.1 Step Size: 5.339482871 Smoothing Hyper-parameters: 0.680929 0.564741 0.472591 0.368812 0.435396 0.150261 0.117499 Expected Total MS Cnt: 2397.95 Backgound Scale: 1.0387. ITERATION NUMBER 367. Current Log-Posterior: 29940.3 Step Size: -3494.72586 Smoothing Hyper-parameters: 0.560690 0.624276 0.392310 0.440513 0.225767 0.181741 0.156822 Expected Total MS Cnt: 2385.12 Backgound Scale: 1.03143. ITERATION NUMBER 368. Current Log-Posterior: 34949.4 Step Size: 5009.059366 Smoothing Hyper-parameters: 0.566910 0.590608 0.557585 0.327794 0.199656 0.160703 0.181261 Expected Total MS Cnt: 2371.63 Backgound Scale: 1.03116. ITERATION NUMBER 369. Current Log-Posterior: 34669.3 Step Size: -280.1579842 Smoothing Hyper-parameters: 0.541601 0.603243 0.457098 0.356708 0.206788 0.239355 0.261010 Expected Total MS Cnt: 2363.67 Backgound Scale: 1.04707. ITERATION NUMBER 370. Current Log-Posterior: 36060.4 Step Size: 1391.115608 Smoothing Hyper-parameters: 0.560311 0.459508 0.541250 0.316005 0.269547 0.287825 0.163848 Expected Total MS Cnt: 2282.22 Backgound Scale: 1.03107. ITERATION NUMBER 371. Current Log-Posterior: 36618.4 Step Size: 557.9947479 Smoothing Hyper-parameters: 0.512349 0.661419 0.492408 0.459065 0.278919 0.113539 0.110702 Expected Total MS Cnt: 2382.47 Backgound Scale: 1.03468. ITERATION NUMBER 372. Current Log-Posterior: 36820.2 Step Size: 201.806092 Smoothing Hyper-parameters: 0.576229 0.599821 0.480621 0.281933 0.206782 0.195307 0.158280 Expected Total MS Cnt: 2441.05 Backgound Scale: 1.03667. ITERATION NUMBER 373. Current Log-Posterior: 34435 Step Size: -2385.126057 Smoothing Hyper-parameters: 0.611553 0.567667 0.479782 0.362072 0.306050 0.212399 0.176714 Expected Total MS Cnt: 2332.82 Backgound Scale: 1.04807. ITERATION NUMBER 374. Current Log-Posterior: 32903.4 Step Size: -1531.659076 Smoothing Hyper-parameters: 0.629799 0.555855 0.487081 0.383008 0.363925 0.241669 0.151896 Expected Total MS Cnt: 2337.19 Backgound Scale: 1.04736. ITERATION NUMBER 375. Current Log-Posterior: 32079.2 Step Size: -824.2261939 Smoothing Hyper-parameters: 0.562885 0.617392 0.534980 0.376482 0.330492 0.147338 0.182532 Expected Total MS Cnt: 2405.33 Backgound Scale: 1.02586. ITERATION NUMBER 376. Current Log-Posterior: 34303.7 Step Size: 2224.555718 Smoothing Hyper-parameters: 0.608314 0.608017 0.405729 0.350416 0.252616 0.166452 0.195540 Expected Total MS Cnt: 2426.67 Backgound Scale: 1.04391. ITERATION NUMBER 377. Current Log-Posterior: 32825.1 Step Size: -1478.622982 Smoothing Hyper-parameters: 0.590116 0.610282 0.438272 0.377147 0.257835 0.270700 0.100430 Expected Total MS Cnt: 2377.74 Backgound Scale: 1.03455. ITERATION NUMBER 378. Current Log-Posterior: 33409.6 Step Size: 584.5161443 Smoothing Hyper-parameters: 0.642178 0.587643 0.422245 0.393690 0.204777 0.193557 0.301661 Expected Total MS Cnt: 2400.92 Backgound Scale: 1.03607. ITERATION NUMBER 379. Current Log-Posterior: 31652.1 Step Size: -1757.475801 Smoothing Hyper-parameters: 0.509976 0.624656 0.484581 0.396392 0.381076 0.227350 0.185548 Expected Total MS Cnt: 2443.55 Backgound Scale: 1.01991. ITERATION NUMBER 380. Current Log-Posterior: 37177.5 Step Size: 5525.352753 Smoothing Hyper-parameters: 0.634097 0.635800 0.471180 0.406758 0.284920 0.180564 0.214727 Expected Total MS Cnt: 2575.27 Backgound Scale: 1.02479. ITERATION NUMBER 381. Current Log-Posterior: 31134.2 Step Size: -6043.318926 Smoothing Hyper-parameters: 0.551775 0.625749 0.498674 0.417503 0.322089 0.249177 0.192344 Expected Total MS Cnt: 2511.1 Backgound Scale: 1.01778. ITERATION NUMBER 382. Current Log-Posterior: 34937.6 Step Size: 3803.448546 Smoothing Hyper-parameters: 0.620667 0.659061 0.414473 0.377428 0.315793 0.273811 0.111515 Expected Total MS Cnt: 2448.41 Backgound Scale: 1.02544. ITERATION NUMBER 383. Current Log-Posterior: 31654.3 Step Size: -3283.312402 Smoothing Hyper-parameters: 0.549909 0.638622 0.476999 0.330075 0.126605 0.142418 0.166307 Expected Total MS Cnt: 2479.52 Backgound Scale: 1.02605. ITERATION NUMBER 384. Current Log-Posterior: 35129.1 Step Size: 3474.83405 Smoothing Hyper-parameters: 0.539501 0.693699 0.478183 0.415291 0.238842 0.258447 0.220144 Expected Total MS Cnt: 2382.82 Backgound Scale: 1.00807. ITERATION NUMBER 385. Current Log-Posterior: 34929.9 Step Size: -199.2082512 Smoothing Hyper-parameters: 0.611838 0.614915 0.487512 0.421783 0.223853 0.198745 0.129390 Expected Total MS Cnt: 2419.86 Backgound Scale: 1.0384. ITERATION NUMBER 386. Current Log-Posterior: 32250.1 Step Size: -2679.829977 Smoothing Hyper-parameters: 0.575903 0.599265 0.574526 0.349562 0.294420 0.223953 0.226074 Expected Total MS Cnt: 2292.87 Backgound Scale: 1.0201. ITERATION NUMBER 387. Current Log-Posterior: 33860.4 Step Size: 1610.341995 Smoothing Hyper-parameters: 0.482788 0.652475 0.441490 0.397855 0.279102 0.129216 0.181782 Expected Total MS Cnt: 2254.52 Backgound Scale: 1.04693. ITERATION NUMBER 388. Current Log-Posterior: 38757.2 Step Size: 4896.747493 Smoothing Hyper-parameters: 0.618905 0.590691 0.563308 0.341473 0.307333 0.246015 0.099049 Expected Total MS Cnt: 2225.33 Backgound Scale: 1.04143. ITERATION NUMBER 389. Current Log-Posterior: 31972 Step Size: -6785.180113 Smoothing Hyper-parameters: 0.615289 0.601007 0.562497 0.340322 0.244847 0.389446 0.109342 Expected Total MS Cnt: 2278.17 Backgound Scale: 1.02418. ITERATION NUMBER 390. Current Log-Posterior: 32012.7 Step Size: 40.72084792 Smoothing Hyper-parameters: 0.553542 0.577471 0.582494 0.449027 0.322142 0.257166 0.181769 Expected Total MS Cnt: 2193.21 Backgound Scale: 1.03285. ITERATION NUMBER 391. Current Log-Posterior: 34988.4 Step Size: 2975.631713 Smoothing Hyper-parameters: 0.593026 0.630356 0.446971 0.520047 0.267207 0.165620 0.271602 Expected Total MS Cnt: 2261.24 Backgound Scale: 1.04277. ITERATION NUMBER 392. Current Log-Posterior: 32924.9 Step Size: -2063.500089 Smoothing Hyper-parameters: 0.649820 0.570049 0.414869 0.407174 0.256403 0.114755 0.264068 Expected Total MS Cnt: 2300.96 Backgound Scale: 1.03411. ITERATION NUMBER 393. Current Log-Posterior: 31273.4 Step Size: -1651.50432 Smoothing Hyper-parameters: 0.674317 0.500272 0.469395 0.314294 0.223039 0.155411 0.240469 Expected Total MS Cnt: 2392.71 Backgound Scale: 1.03536. ITERATION NUMBER 394. Current Log-Posterior: 31161.8 Step Size: -111.550492 Smoothing Hyper-parameters: 0.626853 0.614853 0.492731 0.362299 0.280277 0.121879 0.194638 Expected Total MS Cnt: 2354.08 Backgound Scale: 1.03387. ITERATION NUMBER 395. Current Log-Posterior: 31588.4 Step Size: 426.6474175 Smoothing Hyper-parameters: 0.603227 0.581591 0.523434 0.445313 0.265044 0.231421 0.375104 Expected Total MS Cnt: 2359.47 Backgound Scale: 1.04538. ITERATION NUMBER 396. Current Log-Posterior: 32857.2 Step Size: 1268.769165 Smoothing Hyper-parameters: 0.566407 0.599257 0.459822 0.310783 0.241369 0.385459 0.149871 Expected Total MS Cnt: 2450.42 Backgound Scale: 1.02027. ITERATION NUMBER 397. Current Log-Posterior: 34849 Step Size: 1991.810601 Smoothing Hyper-parameters: 0.590751 0.651136 0.558550 0.365401 0.334976 0.237932 0.059894 Expected Total MS Cnt: 2432.64 Backgound Scale: 1.0354. ITERATION NUMBER 398. Current Log-Posterior: 32645.2 Step Size: -2203.856918 Smoothing Hyper-parameters: 0.516550 0.634796 0.599675 0.321222 0.318997 0.248058 0.142452 Expected Total MS Cnt: 2400.96 Backgound Scale: 1.03919. ITERATION NUMBER 399. Current Log-Posterior: 36494.6 Step Size: 3849.42427 Smoothing Hyper-parameters: 0.638956 0.575073 0.459946 0.369616 0.244290 0.185500 0.329075 Expected Total MS Cnt: 2423.46 Backgound Scale: 1.04045. ITERATION NUMBER 400. Current Log-Posterior: 31629.5 Step Size: -4865.101844 Smoothing Hyper-parameters: 0.568956 0.588669 0.490162 0.289884 0.227005 0.326457 0.282879 Expected Total MS Cnt: 2343.49 Backgound Scale: 1.04185. ITERATION NUMBER 401. Current Log-Posterior: 34660.6 Step Size: 3031.132203 Smoothing Hyper-parameters: 0.614048 0.557886 0.524260 0.379812 0.284029 0.195826 0.210306 Expected Total MS Cnt: 2316.29 Backgound Scale: 1.02834. ITERATION NUMBER 402. Current Log-Posterior: 32811.8 Step Size: -1848.791381 Smoothing Hyper-parameters: 0.633735 0.586523 0.446248 0.366852 0.241057 0.174598 0.153028 Expected Total MS Cnt: 2324.64 Backgound Scale: 1.03088. ITERATION NUMBER 403. Current Log-Posterior: 31863.7 Step Size: -948.1094265 Smoothing Hyper-parameters: 0.635184 0.615658 0.500200 0.309526 0.418580 0.200649 0.343768 Expected Total MS Cnt: 2277.81 Backgound Scale: 1.04195. ITERATION NUMBER 404. Current Log-Posterior: 31241.7 Step Size: -622.0531529 Smoothing Hyper-parameters: 0.629531 0.549030 0.452643 0.398466 0.317461 0.256423 0.159120 Expected Total MS Cnt: 2189.94 Backgound Scale: 1.04386. ITERATION NUMBER 405. Current Log-Posterior: 32266.1 Step Size: 1024.395078 Smoothing Hyper-parameters: 0.509257 0.583292 0.438903 0.366732 0.218634 0.295527 0.271526 Expected Total MS Cnt: 2278.28 Backgound Scale: 1.05806. ITERATION NUMBER 406. Current Log-Posterior: 38105.1 Step Size: 5839.002354 Smoothing Hyper-parameters: 0.620771 0.532553 0.531585 0.354646 0.308218 0.198332 0.155992 Expected Total MS Cnt: 2243.05 Backgound Scale: 1.04149. ITERATION NUMBER 407. Current Log-Posterior: 32766.1 Step Size: -5338.941957 Smoothing Hyper-parameters: 0.525352 0.658533 0.508626 0.332528 0.209881 0.148494 0.151655 Expected Total MS Cnt: 2256.36 Backgound Scale: 1.02302. ITERATION NUMBER 408. Current Log-Posterior: 36013.4 Step Size: 3247.311927 Smoothing Hyper-parameters: 0.566845 0.615792 0.464665 0.344027 0.231671 0.261443 0.142631 Expected Total MS Cnt: 2312.86 Backgound Scale: 1.04879. ITERATION NUMBER 409. Current Log-Posterior: 34519.2 Step Size: -1494.228523 Smoothing Hyper-parameters: 0.651252 0.520100 0.468245 0.381687 0.261910 0.209843 0.144796 Expected Total MS Cnt: 2352.51 Backgound Scale: 1.04081. ITERATION NUMBER 410. Current Log-Posterior: 31674 Step Size: -2845.236626 Smoothing Hyper-parameters: 0.555295 0.648021 0.508570 0.416039 0.263567 0.213900 0.229543 Expected Total MS Cnt: 2326.66 Backgound Scale: 1.04064. ITERATION NUMBER 411. Current Log-Posterior: 34451.1 Step Size: 2777.155051 Smoothing Hyper-parameters: 0.549343 0.627335 0.474595 0.392779 0.368060 0.196596 0.256365 Expected Total MS Cnt: 2382.15 Backgound Scale: 1.03277. ITERATION NUMBER 412. Current Log-Posterior: 35074.9 Step Size: 623.7387303 Smoothing Hyper-parameters: 0.590882 0.604267 0.497191 0.281517 0.153362 0.184311 0.243793 Expected Total MS Cnt: 2463.72 Backgound Scale: 1.0241. ITERATION NUMBER 413. Current Log-Posterior: 33601.9 Step Size: -1472.989061 Smoothing Hyper-parameters: 0.669424 0.637481 0.470910 0.447102 0.346689 0.242411 0.229711 Expected Total MS Cnt: 2379.71 Backgound Scale: 1.02293. ITERATION NUMBER 414. Current Log-Posterior: 29529.1 Step Size: -4072.737505 Smoothing Hyper-parameters: 0.704428 0.558265 0.441623 0.457877 0.403477 0.251159 0.225895 Expected Total MS Cnt: 2469.27 Backgound Scale: 1.02827. ITERATION NUMBER 415. Current Log-Posterior: 29189.1 Step Size: -340.0439671 Smoothing Hyper-parameters: 0.574957 0.623936 0.558684 0.345850 0.265158 0.273397 0.227063 Expected Total MS Cnt: 2496.49 Backgound Scale: 1.02065. ITERATION NUMBER 416. Current Log-Posterior: 33825.7 Step Size: 4636.580047 Smoothing Hyper-parameters: 0.571256 0.626609 0.653128 0.390290 0.311443 0.162832 0.150047 Expected Total MS Cnt: 2447.08 Backgound Scale: 1.02827. ITERATION NUMBER 417. Current Log-Posterior: 33603.4 Step Size: -222.2681991 Smoothing Hyper-parameters: 0.636200 0.587677 0.510975 0.426598 0.224461 0.190580 0.279505 Expected Total MS Cnt: 2337.05 Backgound Scale: 1.02034. ITERATION NUMBER 418. Current Log-Posterior: 31432.8 Step Size: -2170.579078 Smoothing Hyper-parameters: 0.633369 0.619394 0.467996 0.375426 0.277015 0.242880 0.274920 Expected Total MS Cnt: 2345.73 Backgound Scale: 1.03517. ITERATION NUMBER 419. Current Log-Posterior: 31348.8 Step Size: -84.00834833 Smoothing Hyper-parameters: 0.528089 0.662384 0.568207 0.404179 0.295691 0.144399 0.172600 Expected Total MS Cnt: 2320.67 Backgound Scale: 1.02438. ITERATION NUMBER 420. Current Log-Posterior: 35491.1 Step Size: 4142.315859 Smoothing Hyper-parameters: 0.668754 0.630083 0.444182 0.367800 0.320896 0.055048 0.178570 Expected Total MS Cnt: 2355.21 Backgound Scale: 1.03974. ITERATION NUMBER 421. Current Log-Posterior: 29893.8 Step Size: -5597.325213 Smoothing Hyper-parameters: 0.538005 0.658396 0.555495 0.352476 0.334088 0.115863 0.171241 Expected Total MS Cnt: 2384.23 Backgound Scale: 1.03403. ITERATION NUMBER 422. Current Log-Posterior: 35382.5 Step Size: 5488.666016 Smoothing Hyper-parameters: 0.665790 0.597747 0.535971 0.442702 0.254885 0.189914 0.117492 Expected Total MS Cnt: 2423.97 Backgound Scale: 1.03408. ITERATION NUMBER 423. Current Log-Posterior: 29983.1 Step Size: -5399.404768 Smoothing Hyper-parameters: 0.570786 0.655227 0.539109 0.371491 0.263348 0.135263 0.115325 Expected Total MS Cnt: 2393.32 Backgound Scale: 1.03859. ITERATION NUMBER 424. Current Log-Posterior: 33702.3 Step Size: 3719.195646 Smoothing Hyper-parameters: 0.621793 0.670148 0.472231 0.444142 0.245679 0.110092 0.149134 Expected Total MS Cnt: 2280.35 Backgound Scale: 1.05413. ITERATION NUMBER 425. Current Log-Posterior: 31122.6 Step Size: -2579.717893 Smoothing Hyper-parameters: 0.512991 0.595420 0.469684 0.321522 0.315130 0.239802 0.194130 Expected Total MS Cnt: 2254.96 Backgound Scale: 1.03216. ITERATION NUMBER 426. Current Log-Posterior: 37582.5 Step Size: 6459.988611 Smoothing Hyper-parameters: 0.529234 0.615955 0.528957 0.364889 0.270349 0.247427 0.272618 Expected Total MS Cnt: 2376.46 Backgound Scale: 1.06912. ITERATION NUMBER 427. Current Log-Posterior: 36183.8 Step Size: -1398.763804 Smoothing Hyper-parameters: 0.647766 0.628557 0.492681 0.419741 0.244918 0.255736 0.300642 Expected Total MS Cnt: 2382.68 Backgound Scale: 1.02849. ITERATION NUMBER 428. Current Log-Posterior: 30600.7 Step Size: -5583.119329 Smoothing Hyper-parameters: 0.589538 0.599003 0.465675 0.381340 0.340775 0.185405 0.192769 Expected Total MS Cnt: 2348.43 Backgound Scale: 1.03372. ITERATION NUMBER 429. Current Log-Posterior: 33488.3 Step Size: 2887.609724 Smoothing Hyper-parameters: 0.609910 0.555856 0.472345 0.373194 0.250701 0.135628 0.165539 Expected Total MS Cnt: 2394.14 Backgound Scale: 1.02917. ITERATION NUMBER 430. Current Log-Posterior: 33179.4 Step Size: -308.8320966 Smoothing Hyper-parameters: 0.669694 0.583110 0.455921 0.368077 0.278195 0.166069 0.255267 Expected Total MS Cnt: 2436.55 Backgound Scale: 1.02938. ITERATION NUMBER 431. Current Log-Posterior: 30245.9 Step Size: -2933.528658 Smoothing Hyper-parameters: 0.588348 0.624924 0.467434 0.418000 0.230022 0.131849 0.099018 Expected Total MS Cnt: 2413.33 Backgound Scale: 1.01726. ITERATION NUMBER 432. Current Log-Posterior: 33325.9 Step Size: 3079.953596 Smoothing Hyper-parameters: 0.624583 0.683373 0.527820 0.328723 0.337780 0.172639 0.280514 Expected Total MS Cnt: 2400.22 Backgound Scale: 1.03947. ITERATION NUMBER 433. Current Log-Posterior: 30915.1 Step Size: -2410.751192 Smoothing Hyper-parameters: 0.578868 0.641871 0.486625 0.397173 0.328980 0.282179 0.185586 Expected Total MS Cnt: 2341.45 Backgound Scale: 1.03436. ITERATION NUMBER 434. Current Log-Posterior: 33328.5 Step Size: 2413.350841 Smoothing Hyper-parameters: 0.575078 0.614746 0.459167 0.267541 0.184188 0.188643 0.215925 Expected Total MS Cnt: 2441.19 Backgound Scale: 1.01892. ITERATION NUMBER 435. Current Log-Posterior: 34319.6 Step Size: 991.1547961 Smoothing Hyper-parameters: 0.567821 0.661194 0.487315 0.242636 0.260285 0.264492 0.124421 Expected Total MS Cnt: 2459.65 Backgound Scale: 1.02698. ITERATION NUMBER 436. Current Log-Posterior: 34093.6 Step Size: -226.0028907 Smoothing Hyper-parameters: 0.650970 0.549806 0.463433 0.378917 0.314055 0.156763 0.214475 Expected Total MS Cnt: 2354.65 Backgound Scale: 1.02919. ITERATION NUMBER 437. Current Log-Posterior: 31341.4 Step Size: -2752.194908 Smoothing Hyper-parameters: 0.585227 0.580713 0.539346 0.328771 0.271867 0.324339 0.177187 Expected Total MS Cnt: 2310.84 Backgound Scale: 1.03491. ITERATION NUMBER 438. Current Log-Posterior: 33666.3 Step Size: 2324.911883 Smoothing Hyper-parameters: 0.565766 0.598214 0.427322 0.335829 0.178395 0.126181 0.224745 Expected Total MS Cnt: 2316.36 Backgound Scale: 1.03796. ITERATION NUMBER 439. Current Log-Posterior: 34987.1 Step Size: 1320.764646 Smoothing Hyper-parameters: 0.674397 0.600022 0.517379 0.446442 0.269528 0.188501 0.218240 Expected Total MS Cnt: 2391.55 Backgound Scale: 1.03189. ITERATION NUMBER 440. Current Log-Posterior: 29653.1 Step Size: -5334.036107 Smoothing Hyper-parameters: 0.608614 0.646638 0.527020 0.393669 0.249789 0.182689 0.160309 Expected Total MS Cnt: 2393.38 Backgound Scale: 1.03106. ITERATION NUMBER 441. Current Log-Posterior: 31966.9 Step Size: 2313.836867 Smoothing Hyper-parameters: 0.552623 0.676302 0.538319 0.357870 0.209359 0.280452 0.067567 Expected Total MS Cnt: 2378.46 Backgound Scale: 1.03668. ITERATION NUMBER 442. Current Log-Posterior: 34392.6 Step Size: 2425.660514 Smoothing Hyper-parameters: 0.580423 0.664271 0.500168 0.335691 0.407092 0.243881 0.188541 Expected Total MS Cnt: 2472.22 Backgound Scale: 1.04312. ITERATION NUMBER 443. Current Log-Posterior: 33283.3 Step Size: -1109.251179 Smoothing Hyper-parameters: 0.583784 0.653794 0.449947 0.396726 0.307592 0.184936 0.182083 Expected Total MS Cnt: 2332.79 Backgound Scale: 1.01049. ITERATION NUMBER 444. Current Log-Posterior: 33122.2 Step Size: -161.0596068 Smoothing Hyper-parameters: 0.618423 0.617549 0.499736 0.309938 0.294578 0.256687 0.264918 Expected Total MS Cnt: 2464.49 Backgound Scale: 1.03167. ITERATION NUMBER 445. Current Log-Posterior: 31940.4 Step Size: -1181.846606 Smoothing Hyper-parameters: 0.646700 0.645116 0.450140 0.375615 0.248825 0.211630 0.182348 Expected Total MS Cnt: 2392.17 Backgound Scale: 1.03029. ITERATION NUMBER 446. Current Log-Posterior: 30518 Step Size: -1422.379757 Smoothing Hyper-parameters: 0.567653 0.635774 0.545527 0.361090 0.256110 0.075440 0.247352 Expected Total MS Cnt: 2448.93 Backgound Scale: 1.02598. ITERATION NUMBER 447. Current Log-Posterior: 34047.4 Step Size: 3529.425021 Smoothing Hyper-parameters: 0.653188 0.564907 0.434664 0.400560 0.340897 0.256696 0.203016 Expected Total MS Cnt: 2353.06 Backgound Scale: 1.04353. ITERATION NUMBER 448. Current Log-Posterior: 31232.4 Step Size: -2815.053502 Smoothing Hyper-parameters: 0.563137 0.618773 0.569724 0.391622 0.259541 0.133089 0.281007 Expected Total MS Cnt: 2349.55 Backgound Scale: 1.03642. ITERATION NUMBER 449. Current Log-Posterior: 34267.1 Step Size: 3034.718943 Smoothing Hyper-parameters: 0.510784 0.690096 0.401660 0.415390 0.249925 0.182401 0.194388 Expected Total MS Cnt: 2354.98 Backgound Scale: 1.02868. ITERATION NUMBER 450. Current Log-Posterior: 36854.5 Step Size: 2587.37052 Smoothing Hyper-parameters: 0.554157 0.593283 0.561960 0.397455 0.264186 0.138612 0.313931 Expected Total MS Cnt: 2495.73 Backgound Scale: 1.026. ITERATION NUMBER 451. Current Log-Posterior: 35040.1 Step Size: -1814.347812 Smoothing Hyper-parameters: 0.554970 0.689318 0.443551 0.328878 0.311419 0.205021 0.236426 Expected Total MS Cnt: 2398.19 Backgound Scale: 1.0079. ITERATION NUMBER 452. Current Log-Posterior: 34493.9 Step Size: -546.2398916 Smoothing Hyper-parameters: 0.615567 0.642858 0.469002 0.340281 0.261487 0.248756 0.255337 Expected Total MS Cnt: 2445.34 Backgound Scale: 1.02932. ITERATION NUMBER 453. Current Log-Posterior: 31968.4 Step Size: -2525.464272 Smoothing Hyper-parameters: 0.594599 0.649470 0.569721 0.338316 0.192404 0.132175 0.203589 Expected Total MS Cnt: 2350.26 Backgound Scale: 1.03272. ITERATION NUMBER 454. Current Log-Posterior: 32516.5 Step Size: 548.0738252 Smoothing Hyper-parameters: 0.538067 0.643896 0.555592 0.327625 0.236425 0.171902 0.168478 Expected Total MS Cnt: 2347.59 Backgound Scale: 1.03359. ITERATION NUMBER 455. Current Log-Posterior: 35563.4 Step Size: 3046.891462 Smoothing Hyper-parameters: 0.612492 0.577268 0.507035 0.454212 0.227908 0.110081 0.093786 Expected Total MS Cnt: 2409.08 Backgound Scale: 1.02257. ITERATION NUMBER 456. Current Log-Posterior: 32558.4 Step Size: -3004.993025 Smoothing Hyper-parameters: 0.591817 0.637847 0.542912 0.361249 0.269465 0.234440 0.277330 Expected Total MS Cnt: 2380.09 Backgound Scale: 1.02584. ITERATION NUMBER 457. Current Log-Posterior: 32772.1 Step Size: 213.7369256 Smoothing Hyper-parameters: 0.592460 0.660103 0.458199 0.424322 0.237690 0.190748 0.269228 Expected Total MS Cnt: 2491.89 Backgound Scale: 1.04305. ITERATION NUMBER 458. Current Log-Posterior: 32742.2 Step Size: -29.9062696 Smoothing Hyper-parameters: 0.578159 0.652537 0.459949 0.288716 0.363193 0.118289 0.194524 Expected Total MS Cnt: 2593.8 Backgound Scale: 1.00588. ITERATION NUMBER 459. Current Log-Posterior: 33785.9 Step Size: 1043.67197 Smoothing Hyper-parameters: 0.583425 0.653706 0.453264 0.356290 0.228718 0.125582 0.195373 Expected Total MS Cnt: 2485.6 Backgound Scale: 1.02809. ITERATION NUMBER 460. Current Log-Posterior: 33441.1 Step Size: -344.8299973 Smoothing Hyper-parameters: 0.617917 0.642762 0.479335 0.384819 0.263104 0.188567 0.222617 Expected Total MS Cnt: 2538.33 Backgound Scale: 1.02215. ITERATION NUMBER 461. Current Log-Posterior: 31771.3 Step Size: -1669.804126 Smoothing Hyper-parameters: 0.575929 0.559850 0.467580 0.410631 0.246583 0.250810 0.238340 Expected Total MS Cnt: 2666.01 Backgound Scale: 1.0364. ITERATION NUMBER 462. Current Log-Posterior: 34608.2 Step Size: 2836.970103 Smoothing Hyper-parameters: 0.707693 0.668573 0.559221 0.462934 0.427646 0.160404 0.235008 Expected Total MS Cnt: 2519.57 Backgound Scale: 1.0229. ITERATION NUMBER 463. Current Log-Posterior: 27332.8 Step Size: -7275.455768 Smoothing Hyper-parameters: 0.634495 0.566930 0.469322 0.472574 0.267690 0.214505 0.167678 Expected Total MS Cnt: 2428.73 Backgound Scale: 1.02061. ITERATION NUMBER 464. Current Log-Posterior: 31878.1 Step Size: 4545.29142 Smoothing Hyper-parameters: 0.627139 0.580401 0.498667 0.276034 0.249840 0.324646 0.234071 Expected Total MS Cnt: 2432.35 Backgound Scale: 1.0196. ITERATION NUMBER 465. Current Log-Posterior: 31962.5 Step Size: 84.45488556 Smoothing Hyper-parameters: 0.578344 0.546995 0.504045 0.376383 0.333178 0.156217 0.230469 Expected Total MS Cnt: 2374.35 Backgound Scale: 1.01141. ITERATION NUMBER 466. Current Log-Posterior: 34459.2 Step Size: 2496.656758 Smoothing Hyper-parameters: 0.616198 0.563615 0.502910 0.349614 0.409437 0.135842 0.203910 Expected Total MS Cnt: 2474.39 Backgound Scale: 1.03488. ITERATION NUMBER 467. Current Log-Posterior: 32604.3 Step Size: -1854.876661 Smoothing Hyper-parameters: 0.561651 0.598763 0.554096 0.345581 0.340250 0.277113 0.162748 Expected Total MS Cnt: 2439.24 Backgound Scale: 1.02911. ITERATION NUMBER 468. Current Log-Posterior: 34735.8 Step Size: 2131.477702 Smoothing Hyper-parameters: 0.627700 0.648277 0.537794 0.439691 0.326070 0.114328 0.121733 Expected Total MS Cnt: 2430.66 Backgound Scale: 1.02329. ITERATION NUMBER 469. Current Log-Posterior: 31080.2 Step Size: -3655.548041 Smoothing Hyper-parameters: 0.613368 0.675941 0.432741 0.385300 0.371581 0.206818 0.231629 Expected Total MS Cnt: 2348.9 Backgound Scale: 1.01167. ITERATION NUMBER 470. Current Log-Posterior: 31719.3 Step Size: 639.0505019 Smoothing Hyper-parameters: 0.551900 0.654129 0.503652 0.404184 0.288127 0.158834 0.240231 Expected Total MS Cnt: 2242.54 Backgound Scale: 1.02213. ITERATION NUMBER 471. Current Log-Posterior: 34630.3 Step Size: 2911.042603 Smoothing Hyper-parameters: 0.653747 0.601839 0.515676 0.415840 0.266298 0.135685 0.153785 Expected Total MS Cnt: 2243.31 Backgound Scale: 1.04269. ITERATION NUMBER 472. Current Log-Posterior: 30446.8 Step Size: -4183.486203 Smoothing Hyper-parameters: 0.609057 0.553421 0.508502 0.461946 0.216799 0.071929 0.185644 Expected Total MS Cnt: 2279.38 Backgound Scale: 1.02734. ITERATION NUMBER 473. Current Log-Posterior: 32884.9 Step Size: 2438.082335 Smoothing Hyper-parameters: 0.591789 0.659115 0.608527 0.413584 0.219676 0.105978 0.245136 Expected Total MS Cnt: 2340.22 Backgound Scale: 1.02298. ITERATION NUMBER 474. Current Log-Posterior: 32422 Step Size: -462.9602998 Smoothing Hyper-parameters: 0.596495 0.576435 0.596510 0.264171 0.260022 0.138654 0.206550 Expected Total MS Cnt: 2357.37 Backgound Scale: 1.03843. ITERATION NUMBER 475. Current Log-Posterior: 33130.4 Step Size: 708.4530754 Smoothing Hyper-parameters: 0.601934 0.612838 0.489604 0.442536 0.277990 0.166054 0.196465 Expected Total MS Cnt: 2387.45 Backgound Scale: 1.02422. ITERATION NUMBER 476. Current Log-Posterior: 32782.4 Step Size: -348.0180247 Smoothing Hyper-parameters: 0.555739 0.522680 0.503567 0.395322 0.255411 0.192445 0.144547 Expected Total MS Cnt: 2302.67 Backgound Scale: 1.03524. ITERATION NUMBER 477. Current Log-Posterior: 35954.1 Step Size: 3171.688499 Smoothing Hyper-parameters: 0.647905 0.537468 0.501822 0.232635 0.250333 0.145375 0.193973 Expected Total MS Cnt: 2322.81 Backgound Scale: 1.03697. ITERATION NUMBER 478. Current Log-Posterior: 31853.5 Step Size: -4100.543111 Smoothing Hyper-parameters: 0.589729 0.646462 0.492357 0.422878 0.288369 0.180797 0.171893 Expected Total MS Cnt: 2294.58 Backgound Scale: 1.05619. ITERATION NUMBER 479. Current Log-Posterior: 32902.1 Step Size: 1048.564042 Smoothing Hyper-parameters: 0.615491 0.645702 0.495285 0.359039 0.342893 0.156668 0.237152 Expected Total MS Cnt: 2226.76 Backgound Scale: 1.03095. ITERATION NUMBER 480. Current Log-Posterior: 31640.7 Step Size: -1261.392885 Smoothing Hyper-parameters: 0.617119 0.624663 0.508943 0.307894 0.192261 0.172614 0.169345 Expected Total MS Cnt: 2245.26 Backgound Scale: 1.06089. ITERATION NUMBER 481. Current Log-Posterior: 32002.5 Step Size: 361.8169115 Smoothing Hyper-parameters: 0.534861 0.661706 0.456006 0.362960 0.270479 0.262496 0.231048 Expected Total MS Cnt: 2381.94 Backgound Scale: 1.0493. ITERATION NUMBER 482. Current Log-Posterior: 35718.3 Step Size: 3715.722982 Smoothing Hyper-parameters: 0.656972 0.560185 0.489479 0.311242 0.207132 0.153754 0.178390 Expected Total MS Cnt: 2311.49 Backgound Scale: 1.04357. ITERATION NUMBER 483. Current Log-Posterior: 31115 Step Size: -4603.213054 Smoothing Hyper-parameters: 0.606502 0.577530 0.442686 0.345645 0.334816 0.147095 0.161466 Expected Total MS Cnt: 2255.34 Backgound Scale: 1.03889. ITERATION NUMBER 484. Current Log-Posterior: 33251.9 Step Size: 2136.86743 Smoothing Hyper-parameters: 0.581741 0.591505 0.480619 0.344336 0.270839 0.150891 0.176598 Expected Total MS Cnt: 2241.94 Backgound Scale: 1.05327. ITERATION NUMBER 485. Current Log-Posterior: 33849.8 Step Size: 597.8983429 Smoothing Hyper-parameters: 0.608419 0.630169 0.465208 0.374450 0.292076 0.180882 0.310456 Expected Total MS Cnt: 2260.54 Backgound Scale: 1.0315. ITERATION NUMBER 486. Current Log-Posterior: 32446 Step Size: -1403.830375 Smoothing Hyper-parameters: 0.656316 0.590216 0.443263 0.433862 0.246835 0.240297 0.220163 Expected Total MS Cnt: 2308.16 Backgound Scale: 1.03125. ITERATION NUMBER 487. Current Log-Posterior: 30572.6 Step Size: -1873.399532 Smoothing Hyper-parameters: 0.636572 0.617216 0.467433 0.346840 0.219320 0.165471 0.200109 Expected Total MS Cnt: 2343.7 Backgound Scale: 1.0283. ITERATION NUMBER 488. Current Log-Posterior: 31309.9 Step Size: 737.3172727 Smoothing Hyper-parameters: 0.589634 0.588065 0.466719 0.384397 0.284246 0.145650 0.177952 Expected Total MS Cnt: 2255.71 Backgound Scale: 1.0404. ITERATION NUMBER 489. Current Log-Posterior: 33623.9 Step Size: 2313.975591 Smoothing Hyper-parameters: 0.613151 0.581016 0.483108 0.365015 0.227413 0.172598 0.130483 Expected Total MS Cnt: 2277.27 Backgound Scale: 1.03989. ITERATION NUMBER 490. Current Log-Posterior: 32654.5 Step Size: -969.3938735 Smoothing Hyper-parameters: 0.636714 0.704821 0.449131 0.406435 0.270020 0.230907 0.356425 Expected Total MS Cnt: 2309.45 Backgound Scale: 1.03992. ITERATION NUMBER 491. Current Log-Posterior: 30260.1 Step Size: -2394.363109 Smoothing Hyper-parameters: 0.628379 0.576323 0.519390 0.372422 0.217834 0.139906 0.295121 Expected Total MS Cnt: 2376.37 Backgound Scale: 1.02183. ITERATION NUMBER 492. Current Log-Posterior: 31974.8 Step Size: 1714.714349 Smoothing Hyper-parameters: 0.603764 0.642394 0.503050 0.403734 0.230203 0.251637 0.282886 Expected Total MS Cnt: 2423.25 Backgound Scale: 1.03836. ITERATION NUMBER 493. Current Log-Posterior: 32103.6 Step Size: 128.7522512 Smoothing Hyper-parameters: 0.625136 0.690493 0.546077 0.406380 0.224866 0.182680 0.168053 Expected Total MS Cnt: 2319.31 Backgound Scale: 1.03213. ITERATION NUMBER 494. Current Log-Posterior: 30673.1 Step Size: -1430.488849 Smoothing Hyper-parameters: 0.587231 0.649492 0.559720 0.303806 0.143802 0.169667 0.198552 Expected Total MS Cnt: 2330.26 Backgound Scale: 1.02848. ITERATION NUMBER 495. Current Log-Posterior: 33143.9 Step Size: 2470.843961 Smoothing Hyper-parameters: 0.570268 0.661718 0.482344 0.346740 0.195177 0.263279 0.264280 Expected Total MS Cnt: 2373.75 Backgound Scale: 1.03794. ITERATION NUMBER 496. Current Log-Posterior: 33859.8 Step Size: 715.885326 Smoothing Hyper-parameters: 0.611302 0.588675 0.571134 0.250924 0.217671 0.109533 0.235067 Expected Total MS Cnt: 2397.88 Backgound Scale: 1.0326. ITERATION NUMBER 497. Current Log-Posterior: 32504.6 Step Size: -1355.199212 Smoothing Hyper-parameters: 0.548637 0.559729 0.382380 0.347673 0.267144 0.185409 0.383621 Expected Total MS Cnt: 2382.75 Backgound Scale: 1.03739. ITERATION NUMBER 498. Current Log-Posterior: 36578 Step Size: 4073.37783 Smoothing Hyper-parameters: 0.613267 0.662417 0.417983 0.460305 0.243201 0.180154 0.225970 Expected Total MS Cnt: 2383.5 Backgound Scale: 1.03963. ITERATION NUMBER 499. Current Log-Posterior: 31903 Step Size: -4674.998407 Smoothing Hyper-parameters: 0.621742 0.587443 0.439425 0.345598 0.215316 0.196644 0.260545 Expected Total MS Cnt: 2308.96 Backgound Scale: 1.03156. ITERATION NUMBER 500. Current Log-Posterior: 32471.8 Step Size: 568.8048557 Smoothing Hyper-parameters: 0.590044 0.593613 0.503012 0.333901 0.269305 0.112412 0.252251 Expected Total MS Cnt: 2302.1 Backgound Scale: 1.03018. ITERATION NUMBER 501. Current Log-Posterior: 33596 Step Size: 1124.165814 Smoothing Hyper-parameters: 0.589683 0.615256 0.488005 0.397275 0.171587 0.157559 0.265494 Expected Total MS Cnt: 2357.39 Backgound Scale: 1.02801. ITERATION NUMBER 502. Current Log-Posterior: 33378.2 Step Size: -217.7625662 Smoothing Hyper-parameters: 0.580614 0.564570 0.474906 0.381413 0.255674 0.205683 0.198913 Expected Total MS Cnt: 2351.82 Backgound Scale: 1.02916. ITERATION NUMBER 503. Current Log-Posterior: 34427.5 Step Size: 1049.290923 Smoothing Hyper-parameters: 0.649528 0.600211 0.467705 0.398146 0.273399 0.295178 0.335209 Expected Total MS Cnt: 2266.89 Backgound Scale: 1.02848. ITERATION NUMBER 504. Current Log-Posterior: 30714.7 Step Size: -3712.828589 Smoothing Hyper-parameters: 0.585073 0.611109 0.467351 0.385699 0.232610 0.238880 0.182105 Expected Total MS Cnt: 2327.29 Backgound Scale: 1.04206. ITERATION NUMBER 505. Current Log-Posterior: 33498.2 Step Size: 2783.48905 Smoothing Hyper-parameters: 0.546467 0.639601 0.534340 0.324570 0.237145 0.117963 0.330463 Expected Total MS Cnt: 2360.44 Backgound Scale: 1.03955. ITERATION NUMBER 506. Current Log-Posterior: 35080.4 Step Size: 1582.280675 Smoothing Hyper-parameters: 0.590155 0.594542 0.462141 0.430299 0.288666 0.171372 0.146537 Expected Total MS Cnt: 2364.57 Backgound Scale: 1.03772. ITERATION NUMBER 507. Current Log-Posterior: 33599.2 Step Size: -1481.289773 Smoothing Hyper-parameters: 0.592340 0.611789 0.507338 0.449030 0.258384 0.355581 0.150329 Expected Total MS Cnt: 2428.66 Backgound Scale: 1.02722. ITERATION NUMBER 508. Current Log-Posterior: 33105.4 Step Size: -493.7838488 Smoothing Hyper-parameters: 0.629366 0.555279 0.526431 0.310923 0.279001 0.092824 0.260887 Expected Total MS Cnt: 2377.82 Backgound Scale: 1.02135. ITERATION NUMBER 509. Current Log-Posterior: 32210.9 Step Size: -894.5148642 Smoothing Hyper-parameters: 0.577548 0.628082 0.491950 0.439303 0.269146 0.161542 0.289201 Expected Total MS Cnt: 2374.46 Backgound Scale: 1.04234. ITERATION NUMBER 510. Current Log-Posterior: 33628.1 Step Size: 1417.245189 Smoothing Hyper-parameters: 0.650776 0.586740 0.436112 0.320547 0.255212 0.232264 0.161543 Expected Total MS Cnt: 2464.91 Backgound Scale: 1.02554. ITERATION NUMBER 511. Current Log-Posterior: 31306.7 Step Size: -2321.355163 Smoothing Hyper-parameters: 0.591182 0.600173 0.483782 0.309521 0.331993 0.171003 0.116253 Expected Total MS Cnt: 2479.9 Backgound Scale: 1.01725. ITERATION NUMBER 512. Current Log-Posterior: 33544.1 Step Size: 2237.336727 Smoothing Hyper-parameters: 0.673667 0.574418 0.435088 0.319051 0.314414 0.209291 0.124385 Expected Total MS Cnt: 2439.06 Backgound Scale: 1.01886. ITERATION NUMBER 513. Current Log-Posterior: 30500.3 Step Size: -3043.741714 Smoothing Hyper-parameters: 0.548976 0.633446 0.552604 0.311465 0.320573 0.203303 0.190025 Expected Total MS Cnt: 2482.53 Backgound Scale: 1.03754. ITERATION NUMBER 514. Current Log-Posterior: 34937.6 Step Size: 4437.300512 Smoothing Hyper-parameters: 0.561641 0.662848 0.445233 0.445586 0.152758 0.231172 0.242562 Expected Total MS Cnt: 2418.69 Backgound Scale: 1.02181. ITERATION NUMBER 515. Current Log-Posterior: 34388.9 Step Size: -548.6959342 Smoothing Hyper-parameters: 0.542226 0.634742 0.523489 0.421648 0.273857 0.213667 0.158514 Expected Total MS Cnt: 2386.28 Backgound Scale: 1.02016. ITERATION NUMBER 516. Current Log-Posterior: 35310.4 Step Size: 921.4759134 Smoothing Hyper-parameters: 0.597662 0.597361 0.553073 0.342955 0.317326 0.183180 0.221081 Expected Total MS Cnt: 2336 Backgound Scale: 1.04003. ITERATION NUMBER 517. Current Log-Posterior: 32960.5 Step Size: -2349.950915 Smoothing Hyper-parameters: 0.638543 0.591317 0.545617 0.432590 0.254077 0.224971 0.271273 Expected Total MS Cnt: 2352.9 Backgound Scale: 1.03964. ITERATION NUMBER 518. Current Log-Posterior: 31232.9 Step Size: -1727.535995 Smoothing Hyper-parameters: 0.540665 0.597516 0.426389 0.311384 0.246192 0.187331 0.153573 Expected Total MS Cnt: 2374.65 Backgound Scale: 1.03595. ITERATION NUMBER 519. Current Log-Posterior: 36303.3 Step Size: 5070.408779 Smoothing Hyper-parameters: 0.614205 0.545278 0.447956 0.318277 0.254632 0.190438 0.344477 Expected Total MS Cnt: 2472.03 Backgound Scale: 1.0262. ITERATION NUMBER 520. Current Log-Posterior: 33223.4 Step Size: -3079.921283 Smoothing Hyper-parameters: 0.531132 0.608317 0.467019 0.370079 0.271952 0.141223 0.070332 Expected Total MS Cnt: 2386.15 Backgound Scale: 1.03178. ITERATION NUMBER 521. Current Log-Posterior: 36261.3 Step Size: 3037.87013 Smoothing Hyper-parameters: 0.560442 0.594795 0.464548 0.409374 0.246813 0.205056 0.203848 Expected Total MS Cnt: 2449.12 Backgound Scale: 1.02669. ITERATION NUMBER 522. Current Log-Posterior: 34979.5 Step Size: -1281.747723 Smoothing Hyper-parameters: 0.619010 0.668661 0.558311 0.434466 0.199385 0.126039 0.243566 Expected Total MS Cnt: 2316.24 Backgound Scale: 1.04745. ITERATION NUMBER 523. Current Log-Posterior: 31149.8 Step Size: -3829.777391 Smoothing Hyper-parameters: 0.651214 0.597763 0.472154 0.351890 0.331179 0.216746 0.193459 Expected Total MS Cnt: 2413.45 Backgound Scale: 1.03145. ITERATION NUMBER 524. Current Log-Posterior: 30894.5 Step Size: -255.255447 Smoothing Hyper-parameters: 0.619243 0.584204 0.489546 0.430088 0.309887 0.273774 0.122014 Expected Total MS Cnt: 2469.38 Backgound Scale: 1.02578. ITERATION NUMBER 525. Current Log-Posterior: 32154.1 Step Size: 1259.636506 Smoothing Hyper-parameters: 0.596981 0.630772 0.525906 0.435152 0.295339 0.251576 0.388147 Expected Total MS Cnt: 2482.28 Backgound Scale: 1.02913. ITERATION NUMBER 526. Current Log-Posterior: 32438.2 Step Size: 284.0674172 Smoothing Hyper-parameters: 0.611750 0.668870 0.521783 0.381734 0.314002 0.175546 0.183875 Expected Total MS Cnt: 2599.36 Backgound Scale: 1.01074. ITERATION NUMBER 527. Current Log-Posterior: 31583.4 Step Size: -854.7894189 Smoothing Hyper-parameters: 0.598265 0.671120 0.548623 0.438809 0.205422 0.263505 0.181636 Expected Total MS Cnt: 2527.17 Backgound Scale: 1.0237. ITERATION NUMBER 528. Current Log-Posterior: 32060.8 Step Size: 477.3533893 Smoothing Hyper-parameters: 0.573827 0.617343 0.527184 0.316913 0.249895 0.286359 0.237894 Expected Total MS Cnt: 2459.23 Backgound Scale: 1.03273. ITERATION NUMBER 529. Current Log-Posterior: 33956.9 Step Size: 1896.157771 Smoothing Hyper-parameters: 0.614081 0.601497 0.498759 0.410070 0.240491 0.201696 0.158942 Expected Total MS Cnt: 2434.02 Backgound Scale: 1.02244. ITERATION NUMBER 530. Current Log-Posterior: 32280.7 Step Size: -1676.243877 Smoothing Hyper-parameters: 0.565135 0.610505 0.437686 0.427618 0.279121 0.164087 0.111607 Expected Total MS Cnt: 2450.56 Backgound Scale: 1.01561. ITERATION NUMBER 531. Current Log-Posterior: 34669.4 Step Size: 2388.741973 Smoothing Hyper-parameters: 0.667924 0.577257 0.456369 0.350156 0.269343 0.104326 0.265942 Expected Total MS Cnt: 2457.67 Backgound Scale: 1.02317. ITERATION NUMBER 532. Current Log-Posterior: 30542.2 Step Size: -4127.192693 Smoothing Hyper-parameters: 0.573461 0.611576 0.533092 0.338572 0.309871 0.153773 0.324587 Expected Total MS Cnt: 2326.22 Backgound Scale: 1.02652. ITERATION NUMBER 533. Current Log-Posterior: 34050.1 Step Size: 3507.883008 Smoothing Hyper-parameters: 0.601273 0.618571 0.516847 0.373665 0.261506 0.151110 0.186188 Expected Total MS Cnt: 2415.28 Backgound Scale: 1.03032. ITERATION NUMBER 534. Current Log-Posterior: 32771.2 Step Size: -1278.921896 Smoothing Hyper-parameters: 0.585629 0.651958 0.476991 0.380981 0.258516 0.364783 0.197352 Expected Total MS Cnt: 2321 Backgound Scale: 1.04239. ITERATION NUMBER 535. Current Log-Posterior: 32972.9 Step Size: 201.6522761 Smoothing Hyper-parameters: 0.642596 0.637014 0.526074 0.361659 0.223222 0.190516 0.287150 Expected Total MS Cnt: 2333.6 Backgound Scale: 1.04434. ITERATION NUMBER 536. Current Log-Posterior: 30482.6 Step Size: -2490.299755 Smoothing Hyper-parameters: 0.562789 0.583855 0.541912 0.388806 0.226140 0.206910 0.302821 Expected Total MS Cnt: 2365.17 Backgound Scale: 1.03229. ITERATION NUMBER 537. Current Log-Posterior: 34722.6 Step Size: 4240.044535 Smoothing Hyper-parameters: 0.551574 0.713616 0.465514 0.381756 0.210388 0.253971 0.233342 Expected Total MS Cnt: 2362.77 Backgound Scale: 1.0324. ITERATION NUMBER 538. Current Log-Posterior: 34251.8 Step Size: -470.7614439 Smoothing Hyper-parameters: 0.651153 0.581736 0.472006 0.367992 0.255889 0.250708 0.092926 Expected Total MS Cnt: 2385.99 Backgound Scale: 1.02961. ITERATION NUMBER 539. Current Log-Posterior: 30907.3 Step Size: -3344.583811 Smoothing Hyper-parameters: 0.648857 0.566284 0.448914 0.381981 0.234444 0.242171 0.184144 Expected Total MS Cnt: 2417.48 Backgound Scale: 1.02934. ITERATION NUMBER 540. Current Log-Posterior: 31375.1 Step Size: 467.8770006 Smoothing Hyper-parameters: 0.673720 0.577539 0.492304 0.474550 0.284679 0.213507 0.319621 Expected Total MS Cnt: 2358.16 Backgound Scale: 1.03498. ITERATION NUMBER 541. Current Log-Posterior: 29882.2 Step Size: -1492.962009 Smoothing Hyper-parameters: 0.628626 0.668131 0.585426 0.313964 0.317942 0.225457 0.230182 Expected Total MS Cnt: 2332.39 Backgound Scale: 1.01059. ITERATION NUMBER 542. Current Log-Posterior: 30644 Step Size: 761.8140096 Smoothing Hyper-parameters: 0.653000 0.621534 0.488661 0.316884 0.307522 0.179839 0.238823 Expected Total MS Cnt: 2372.01 Backgound Scale: 1.04479. ITERATION NUMBER 543. Current Log-Posterior: 30321 Step Size: -322.9955096 Smoothing Hyper-parameters: 0.593799 0.643114 0.435096 0.381756 0.272898 0.354849 0.265295 Expected Total MS Cnt: 2277.18 Backgound Scale: 1.03246. ITERATION NUMBER 544. Current Log-Posterior: 33134 Step Size: 2813.007203 Smoothing Hyper-parameters: 0.609338 0.613852 0.532425 0.415567 0.291428 0.137683 0.208563 Expected Total MS Cnt: 2310.39 Backgound Scale: 1.03243. ITERATION NUMBER 545. Current Log-Posterior: 32318.6 Step Size: -815.3706677 Smoothing Hyper-parameters: 0.643737 0.602961 0.498212 0.329902 0.201271 0.126774 0.243416 Expected Total MS Cnt: 2283.06 Backgound Scale: 1.03447. ITERATION NUMBER 546. Current Log-Posterior: 31022.4 Step Size: -1296.258041 Smoothing Hyper-parameters: 0.568924 0.472471 0.527758 0.361824 0.273853 0.135706 0.199309 Expected Total MS Cnt: 2305.92 Backgound Scale: 1.0372. ITERATION NUMBER 547. Current Log-Posterior: 36053.4 Step Size: 5030.993506 Smoothing Hyper-parameters: 0.582152 0.690603 0.399794 0.356935 0.317458 0.193244 0.211961 Expected Total MS Cnt: 2320.82 Backgound Scale: 1.04867. ITERATION NUMBER 548. Current Log-Posterior: 33198.6 Step Size: -2854.719769 Smoothing Hyper-parameters: 0.620818 0.553852 0.537935 0.372905 0.265802 0.098282 0.064675 Expected Total MS Cnt: 2407.06 Backgound Scale: 1.02019. ITERATION NUMBER 549. Current Log-Posterior: 32370.8 Step Size: -827.8457607 Smoothing Hyper-parameters: 0.606559 0.656272 0.539647 0.432989 0.245747 0.216268 0.192442 Expected Total MS Cnt: 2358.21 Backgound Scale: 1.04291. ITERATION NUMBER 550. Current Log-Posterior: 31897.7 Step Size: -473.118706 Smoothing Hyper-parameters: 0.587279 0.656859 0.529156 0.421628 0.338880 0.244131 0.239104 Expected Total MS Cnt: 2369.38 Backgound Scale: 1.02687. ITERATION NUMBER 551. Current Log-Posterior: 32686.2 Step Size: 788.5469558 Smoothing Hyper-parameters: 0.569185 0.618093 0.534185 0.385053 0.270601 0.120376 0.181074 Expected Total MS Cnt: 2443.16 Backgound Scale: 1.03255. ITERATION NUMBER 552. Current Log-Posterior: 34199.3 Step Size: 1513.102313 Smoothing Hyper-parameters: 0.631451 0.643004 0.457561 0.384926 0.260364 0.090786 0.234791 Expected Total MS Cnt: 2393.25 Backgound Scale: 1.02375. ITERATION NUMBER 553. Current Log-Posterior: 31305.3 Step Size: -2894.047964 Smoothing Hyper-parameters: 0.620828 0.674742 0.435642 0.410558 0.313402 0.141602 0.170197 Expected Total MS Cnt: 2405.16 Backgound Scale: 1.01984. ITERATION NUMBER 554. Current Log-Posterior: 31465.4 Step Size: 160.1659512 Smoothing Hyper-parameters: 0.607070 0.653314 0.392696 0.326855 0.269786 0.321301 0.255352 Expected Total MS Cnt: 2384.65 Backgound Scale: 1.02285. ITERATION NUMBER 555. Current Log-Posterior: 32596.7 Step Size: 1131.287146 Smoothing Hyper-parameters: 0.615278 0.520542 0.449199 0.427636 0.268193 0.310419 0.245625 Expected Total MS Cnt: 2464.34 Backgound Scale: 1.01952. ITERATION NUMBER 556. Current Log-Posterior: 33412.6 Step Size: 815.876029 Smoothing Hyper-parameters: 0.626370 0.633854 0.491455 0.314174 0.307125 0.165439 0.245471 Expected Total MS Cnt: 2500.18 Backgound Scale: 1.02645. ITERATION NUMBER 557. Current Log-Posterior: 31442.8 Step Size: -1969.822726 Smoothing Hyper-parameters: 0.579249 0.633520 0.510810 0.514440 0.265431 0.319100 0.142820 Expected Total MS Cnt: 2424.04 Backgound Scale: 1.01947. ITERATION NUMBER 558. Current Log-Posterior: 33190.3 Step Size: 1747.510856 Smoothing Hyper-parameters: 0.571921 0.665239 0.496447 0.409287 0.415249 0.175704 0.271494 Expected Total MS Cnt: 2420.53 Backgound Scale: 1.02673. ITERATION NUMBER 559. Current Log-Posterior: 33463.1 Step Size: 272.8081724 Smoothing Hyper-parameters: 0.579828 0.602592 0.526021 0.386096 0.347755 0.262387 0.256729 Expected Total MS Cnt: 2440.42 Backgound Scale: 1.02972. ITERATION NUMBER 560. Current Log-Posterior: 33785.1 Step Size: 321.9781582 Smoothing Hyper-parameters: 0.607687 0.617066 0.482226 0.470620 0.268306 0.272184 0.162201 Expected Total MS Cnt: 2360.45 Backgound Scale: 1.03308. ITERATION NUMBER 561. Current Log-Posterior: 32328 Step Size: -1457.085754 Smoothing Hyper-parameters: 0.590738 0.668254 0.427121 0.381880 0.365416 0.278476 0.156569 Expected Total MS Cnt: 2343.94 Backgound Scale: 1.03289. ITERATION NUMBER 562. Current Log-Posterior: 32724.2 Step Size: 396.2144608 Smoothing Hyper-parameters: 0.601776 0.615232 0.544971 0.354562 0.320991 0.213753 0.179995 Expected Total MS Cnt: 2390.11 Backgound Scale: 1.03333. ITERATION NUMBER 563. Current Log-Posterior: 32501.8 Step Size: -222.411293 Smoothing Hyper-parameters: 0.607324 0.621152 0.463677 0.362601 0.279347 0.322220 0.245737 Expected Total MS Cnt: 2453.1 Backgound Scale: 1.01929. ITERATION NUMBER 564. Current Log-Posterior: 32462.3 Step Size: -39.49340187 Smoothing Hyper-parameters: 0.649724 0.627302 0.441324 0.282800 0.279295 0.166956 0.151090 Expected Total MS Cnt: 2379.68 Backgound Scale: 1.03801. ITERATION NUMBER 565. Current Log-Posterior: 30763.1 Step Size: -1699.191743 Smoothing Hyper-parameters: 0.632564 0.683206 0.420347 0.374912 0.257367 0.204451 0.104404 Expected Total MS Cnt: 2390.8 Backgound Scale: 1.01497. ITERATION NUMBER 566. Current Log-Posterior: 30868.3 Step Size: 105.1875724 Smoothing Hyper-parameters: 0.544376 0.650576 0.526324 0.348331 0.303061 0.143517 0.219458 Expected Total MS Cnt: 2332.67 Backgound Scale: 1.02814. ITERATION NUMBER 567. Current Log-Posterior: 35018.7 Step Size: 4150.408625 Smoothing Hyper-parameters: 0.517460 0.618600 0.414670 0.458653 0.351145 0.131514 0.363515 Expected Total MS Cnt: 2389.48 Backgound Scale: 1.02464. ITERATION NUMBER 568. Current Log-Posterior: 37279.5 Step Size: 2260.753683 Smoothing Hyper-parameters: 0.537724 0.630045 0.603187 0.448207 0.266648 0.112833 0.168889 Expected Total MS Cnt: 2436.57 Backgound Scale: 1.02474. ITERATION NUMBER 569. Current Log-Posterior: 35103.4 Step Size: -2176.105364 Smoothing Hyper-parameters: 0.571612 0.637319 0.437706 0.333416 0.278514 0.292153 0.239093 Expected Total MS Cnt: 2341.35 Backgound Scale: 1.01379. ITERATION NUMBER 570. Current Log-Posterior: 34275.6 Step Size: -827.7821361 Smoothing Hyper-parameters: 0.569659 0.577531 0.463542 0.444352 0.415959 0.221987 0.172751 Expected Total MS Cnt: 2448.4 Backgound Scale: 1.03323. ITERATION NUMBER 571. Current Log-Posterior: 34543.5 Step Size: 267.8968422 Smoothing Hyper-parameters: 0.558847 0.654500 0.375895 0.407424 0.316113 0.367643 0.198725 Expected Total MS Cnt: 2360.71 Backgound Scale: 1.04412. ITERATION NUMBER 572. Current Log-Posterior: 34618.7 Step Size: 75.19871418 Smoothing Hyper-parameters: 0.517966 0.598974 0.467673 0.394219 0.295550 0.257680 0.210485 Expected Total MS Cnt: 2306.76 Backgound Scale: 1.04373. ITERATION NUMBER 573. Current Log-Posterior: 37262.1 Step Size: 2643.385408 Smoothing Hyper-parameters: 0.549572 0.594977 0.512824 0.376770 0.357237 0.157743 0.297432 Expected Total MS Cnt: 2406.68 Backgound Scale: 1.04806. ITERATION NUMBER 574. Current Log-Posterior: 35239.5 Step Size: -2022.560809 Smoothing Hyper-parameters: 0.562208 0.593747 0.483705 0.421875 0.284632 0.221801 0.102653 Expected Total MS Cnt: 2344.03 Backgound Scale: 1.02344. ITERATION NUMBER 575. Current Log-Posterior: 34711.6 Step Size: -527.8573491 Smoothing Hyper-parameters: 0.575946 0.681046 0.492922 0.355505 0.291155 0.205271 0.174241 Expected Total MS Cnt: 2347.1 Backgound Scale: 1.02321. ITERATION NUMBER 576. Current Log-Posterior: 33351.4 Step Size: -1360.270876 Smoothing Hyper-parameters: 0.627356 0.631078 0.460954 0.448726 0.301098 0.135493 0.146496 Expected Total MS Cnt: 2323.21 Backgound Scale: 1.01851. ITERATION NUMBER 577. Current Log-Posterior: 31469.1 Step Size: -1882.303741 Smoothing Hyper-parameters: 0.560285 0.631275 0.495605 0.334165 0.239758 0.167011 0.172246 Expected Total MS Cnt: 2334.79 Backgound Scale: 1.03539. ITERATION NUMBER 578. Current Log-Posterior: 34571 Step Size: 3101.978068 Smoothing Hyper-parameters: 0.570816 0.657730 0.398576 0.386536 0.286034 0.149360 0.307977 Expected Total MS Cnt: 2300.52 Backgound Scale: 1.03995. ITERATION NUMBER 579. Current Log-Posterior: 34158.7 Step Size: -412.3207977 Smoothing Hyper-parameters: 0.595473 0.601674 0.481476 0.439928 0.264280 0.084706 0.262455 Expected Total MS Cnt: 2374.87 Backgound Scale: 1.02705. ITERATION NUMBER 580. Current Log-Posterior: 33212.4 Step Size: -946.308505 Smoothing Hyper-parameters: 0.601629 0.584117 0.417697 0.373086 0.250326 0.196008 0.176778 Expected Total MS Cnt: 2414.47 Backgound Scale: 1.02272. ITERATION NUMBER 581. Current Log-Posterior: 33426.7 Step Size: 214.2614911 Smoothing Hyper-parameters: 0.559028 0.648800 0.419015 0.439656 0.279074 0.181370 0.252873 Expected Total MS Cnt: 2387.23 Backgound Scale: 1.02303. ITERATION NUMBER 582. Current Log-Posterior: 34667.7 Step Size: 1240.980626 Smoothing Hyper-parameters: 0.551167 0.680624 0.437104 0.352287 0.275239 0.194824 0.208236 Expected Total MS Cnt: 2416.25 Backgound Scale: 1.03417. ITERATION NUMBER 583. Current Log-Posterior: 34820.4 Step Size: 152.7900867 Smoothing Hyper-parameters: 0.598712 0.637805 0.490000 0.453314 0.227594 0.121750 0.103248 Expected Total MS Cnt: 2363.32 Backgound Scale: 1.03577. ITERATION NUMBER 584. Current Log-Posterior: 32548.1 Step Size: -2272.324389 Smoothing Hyper-parameters: 0.604905 0.634953 0.537050 0.369498 0.317885 0.097771 0.320827 Expected Total MS Cnt: 2453.64 Backgound Scale: 1.02955. ITERATION NUMBER 585. Current Log-Posterior: 32284.7 Step Size: -263.4383657 Smoothing Hyper-parameters: 0.641095 0.643881 0.490034 0.354507 0.176254 0.198870 0.086763 Expected Total MS Cnt: 2332.23 Backgound Scale: 1.02972. ITERATION NUMBER 586. Current Log-Posterior: 30658.5 Step Size: -1626.225831 Smoothing Hyper-parameters: 0.611274 0.611057 0.489068 0.357171 0.212455 0.264525 0.163853 Expected Total MS Cnt: 2388.36 Backgound Scale: 1.02148. ITERATION NUMBER 587. Current Log-Posterior: 32376.4 Step Size: 1717.924829 Smoothing Hyper-parameters: 0.638285 0.609901 0.536677 0.467929 0.213833 0.142553 0.188930 Expected Total MS Cnt: 2340.96 Backgound Scale: 1.00785. ITERATION NUMBER 588. Current Log-Posterior: 30889.3 Step Size: -1487.048774 Smoothing Hyper-parameters: 0.685766 0.590767 0.547322 0.382099 0.324588 0.187039 0.223977 Expected Total MS Cnt: 2455.06 Backgound Scale: 1.03324. ITERATION NUMBER 589. Current Log-Posterior: 29107.5 Step Size: -1781.837335 Smoothing Hyper-parameters: 0.592953 0.677025 0.481710 0.386899 0.183919 0.155665 0.216960 Expected Total MS Cnt: 2448.63 Backgound Scale: 1.01722. ITERATION NUMBER 590. Current Log-Posterior: 32513.8 Step Size: 3406.299091 Smoothing Hyper-parameters: 0.623900 0.577319 0.553703 0.359428 0.299312 0.175130 0.233198 Expected Total MS Cnt: 2387.81 Backgound Scale: 1.02821. ITERATION NUMBER 591. Current Log-Posterior: 31969.9 Step Size: -543.8560426 Smoothing Hyper-parameters: 0.616175 0.620385 0.438324 0.375152 0.283870 0.071052 0.135999 Expected Total MS Cnt: 2448.81 Backgound Scale: 1.01228. ITERATION NUMBER 592. Current Log-Posterior: 32224 Step Size: 254.1056357 Smoothing Hyper-parameters: 0.554161 0.615752 0.514362 0.415557 0.231876 0.163463 0.276253 Expected Total MS Cnt: 2413.82 Backgound Scale: 1.01881. ITERATION NUMBER 593. Current Log-Posterior: 35017.8 Step Size: 2793.789034 Smoothing Hyper-parameters: 0.594527 0.600191 0.469081 0.424359 0.209340 0.201917 0.154668 Expected Total MS Cnt: 2456.06 Backgound Scale: 1.04934. ITERATION NUMBER 594. Current Log-Posterior: 33325.8 Step Size: -1692.078348 Smoothing Hyper-parameters: 0.642381 0.542265 0.456034 0.434819 0.333786 0.210000 0.191045 Expected Total MS Cnt: 2486.11 Backgound Scale: 1.04592. ITERATION NUMBER 595. Current Log-Posterior: 31708.5 Step Size: -1617.245169 Smoothing Hyper-parameters: 0.667645 0.611068 0.531077 0.362988 0.294434 0.120880 0.274416 Expected Total MS Cnt: 2475.26 Backgound Scale: 1.03359. ITERATION NUMBER 596. Current Log-Posterior: 29774.2 Step Size: -1934.270475 Smoothing Hyper-parameters: 0.665191 0.578616 0.478230 0.452902 0.249712 0.137906 0.232213 Expected Total MS Cnt: 2382.37 Backgound Scale: 1.03375. ITERATION NUMBER 597. Current Log-Posterior: 30416.8 Step Size: 642.6040007 Smoothing Hyper-parameters: 0.613482 0.595058 0.478826 0.382484 0.278723 0.264892 0.239535 Expected Total MS Cnt: 2354.08 Backgound Scale: 1.0297. ITERATION NUMBER 598. Current Log-Posterior: 32290.3 Step Size: 1873.428622 Smoothing Hyper-parameters: 0.674428 0.547399 0.454474 0.409250 0.294246 0.132128 0.186515 Expected Total MS Cnt: 2361.62 Backgound Scale: 1.04616. ITERATION NUMBER 599. Current Log-Posterior: 30400.7 Step Size: -1889.539027 Smoothing Hyper-parameters: 0.666792 0.542305 0.453139 0.393132 0.185659 0.340832 0.204163 Expected Total MS Cnt: 2388.75 Backgound Scale: 1.03794. ITERATION NUMBER 600. Current Log-Posterior: 30881.6 Step Size: 480.9132468 Smoothing Hyper-parameters: 0.676340 0.554530 0.474533 0.383767 0.251651 0.291908 0.234588 Expected Total MS Cnt: 2429.21 Backgound Scale: 1.03732. ITERATION NUMBER 601. Current Log-Posterior: 30137.2 Step Size: -744.4617856 Smoothing Hyper-parameters: 0.639607 0.606116 0.520200 0.383767 0.240788 0.277119 0.175064 Expected Total MS Cnt: 2344.44 Backgound Scale: 1.02483. ITERATION NUMBER 602. Current Log-Posterior: 31113.1 Step Size: 975.8859546 Smoothing Hyper-parameters: 0.556145 0.623648 0.481230 0.391062 0.308686 0.228594 0.385359 Expected Total MS Cnt: 2333.1 Backgound Scale: 1.01524. ITERATION NUMBER 603. Current Log-Posterior: 34926 Step Size: 3812.95043 Smoothing Hyper-parameters: 0.639348 0.611920 0.453646 0.364206 0.281154 0.100624 0.196902 Expected Total MS Cnt: 2358.38 Backgound Scale: 1.03987. ITERATION NUMBER 604. Current Log-Posterior: 31293.1 Step Size: -3632.943064 Smoothing Hyper-parameters: 0.630659 0.570309 0.393777 0.440987 0.265040 0.147607 0.286693 Expected Total MS Cnt: 2390.76 Backgound Scale: 1.043. ITERATION NUMBER 605. Current Log-Posterior: 32214.5 Step Size: 921.4522653 Smoothing Hyper-parameters: 0.567554 0.652038 0.519401 0.456791 0.339508 0.156329 0.296272 Expected Total MS Cnt: 2342.5 Backgound Scale: 1.0306. ITERATION NUMBER 606. Current Log-Posterior: 33723.9 Step Size: 1509.32293 Smoothing Hyper-parameters: 0.583001 0.567069 0.427756 0.369805 0.247191 0.213662 0.158121 Expected Total MS Cnt: 2219.71 Backgound Scale: 1.03305. ITERATION NUMBER 607. Current Log-Posterior: 34479.6 Step Size: 755.716208 Smoothing Hyper-parameters: 0.605120 0.570326 0.428311 0.407078 0.265170 0.313693 0.191965 Expected Total MS Cnt: 2329.76 Backgound Scale: 1.03177. ITERATION NUMBER 608. Current Log-Posterior: 33288.8 Step Size: -1190.780434 Smoothing Hyper-parameters: 0.637483 0.579748 0.517169 0.380298 0.325327 0.102510 0.121248 Expected Total MS Cnt: 2443.45 Backgound Scale: 1.01. ITERATION NUMBER 609. Current Log-Posterior: 31488.3 Step Size: -1800.532835 Smoothing Hyper-parameters: 0.583205 0.612909 0.537746 0.322976 0.298530 0.124431 0.162145 Expected Total MS Cnt: 2328.06 Backgound Scale: 1.02814. ITERATION NUMBER 610. Current Log-Posterior: 33592.4 Step Size: 2104.10713 Smoothing Hyper-parameters: 0.629073 0.611251 0.437962 0.424665 0.218567 0.132191 0.280341 Expected Total MS Cnt: 2436.92 Backgound Scale: 1.03898. ITERATION NUMBER 611. Current Log-Posterior: 31715.7 Step Size: -1876.653766 Smoothing Hyper-parameters: 0.594051 0.636407 0.486169 0.359785 0.259306 0.294447 0.340816 Expected Total MS Cnt: 2358.66 Backgound Scale: 1.03011. ITERATION NUMBER 612. Current Log-Posterior: 32900.1 Step Size: 1184.424649 Smoothing Hyper-parameters: 0.569267 0.536415 0.461743 0.372733 0.312651 0.134475 0.107909 Expected Total MS Cnt: 2432.5 Backgound Scale: 1.03691. ITERATION NUMBER 613. Current Log-Posterior: 35341.8 Step Size: 2441.633568 Smoothing Hyper-parameters: 0.615437 0.636305 0.494835 0.339245 0.204031 0.296885 0.192097 Expected Total MS Cnt: 2481.37 Backgound Scale: 1.03398. ITERATION NUMBER 614. Current Log-Posterior: 31995.9 Step Size: -3345.907477 Smoothing Hyper-parameters: 0.662515 0.601972 0.512669 0.397703 0.299604 0.149714 0.220230 Expected Total MS Cnt: 2384.49 Backgound Scale: 1.03052. ITERATION NUMBER 615. Current Log-Posterior: 30126.5 Step Size: -1869.326942 Smoothing Hyper-parameters: 0.525334 0.690083 0.440446 0.259792 0.312720 0.114784 0.190471 Expected Total MS Cnt: 2403.79 Backgound Scale: 1.02468. ITERATION NUMBER 616. Current Log-Posterior: 36175.1 Step Size: 6048.565784 Smoothing Hyper-parameters: 0.578850 0.662773 0.488632 0.374822 0.298411 0.298269 0.223561 Expected Total MS Cnt: 2506.46 Backgound Scale: 1.04112. ITERATION NUMBER 617. Current Log-Posterior: 33227.3 Step Size: -2947.799642 Smoothing Hyper-parameters: 0.651167 0.596082 0.545350 0.410887 0.189457 0.247247 0.211693 Expected Total MS Cnt: 2363.13 Backgound Scale: 1.03309. ITERATION NUMBER 618. Current Log-Posterior: 30508.4 Step Size: -2718.907323 Smoothing Hyper-parameters: 0.600876 0.565706 0.455737 0.441696 0.294145 0.188116 0.173041 Expected Total MS Cnt: 2291.52 Backgound Scale: 1.04392. ITERATION NUMBER 619. Current Log-Posterior: 33240.2 Step Size: 2731.854935 Smoothing Hyper-parameters: 0.651004 0.579773 0.466343 0.394267 0.226580 0.129185 0.256684 Expected Total MS Cnt: 2359.12 Backgound Scale: 1.03697. ITERATION NUMBER 620. Current Log-Posterior: 31210.2 Step Size: -2030.006143 Smoothing Hyper-parameters: 0.709256 0.687829 0.430657 0.376991 0.375531 0.149502 0.213180 Expected Total MS Cnt: 2353.37 Backgound Scale: 1.0319. ITERATION NUMBER 621. Current Log-Posterior: 27634.6 Step Size: -3575.599183 Smoothing Hyper-parameters: 0.611884 0.642389 0.470380 0.455569 0.232965 0.212648 0.137833 Expected Total MS Cnt: 2386.29 Backgound Scale: 1.0295. ITERATION NUMBER 622. Current Log-Posterior: 31827.2 Step Size: 4192.529329 Smoothing Hyper-parameters: 0.615941 0.646706 0.453907 0.369187 0.281827 0.128121 0.232557 Expected Total MS Cnt: 2328.06 Backgound Scale: 1.02609. ITERATION NUMBER 623. Current Log-Posterior: 31961.9 Step Size: 134.7478507 Smoothing Hyper-parameters: 0.663670 0.619427 0.442875 0.374657 0.232453 0.174522 0.237458 Expected Total MS Cnt: 2348.09 Backgound Scale: 1.04346. ITERATION NUMBER 624. Current Log-Posterior: 30258.6 Step Size: -1703.340498 Smoothing Hyper-parameters: 0.518219 0.597938 0.563468 0.332626 0.249805 0.185872 0.170085 Expected Total MS Cnt: 2409.38 Backgound Scale: 1.03584. ITERATION NUMBER 625. Current Log-Posterior: 36906.3 Step Size: 6647.769316 Smoothing Hyper-parameters: 0.557150 0.603968 0.472475 0.396165 0.377162 0.320944 0.156104 Expected Total MS Cnt: 2392.74 Backgound Scale: 1.0424. ITERATION NUMBER 626. Current Log-Posterior: 34913.4 Step Size: -1992.979306 Smoothing Hyper-parameters: 0.490936 0.629273 0.496192 0.403215 0.224549 0.307732 0.124239 Expected Total MS Cnt: 2315.36 Backgound Scale: 1.03173. ITERATION NUMBER 627. Current Log-Posterior: 38497.2 Step Size: 3583.869598 Smoothing Hyper-parameters: 0.595486 0.639806 0.464722 0.320316 0.310475 0.226771 0.192783 Expected Total MS Cnt: 2226.18 Backgound Scale: 1.03581. ITERATION NUMBER 628. Current Log-Posterior: 32894.7 Step Size: -5602.511099 Smoothing Hyper-parameters: 0.511671 0.613331 0.483974 0.376911 0.236176 0.159873 0.174010 Expected Total MS Cnt: 2328.86 Backgound Scale: 1.02866. ITERATION NUMBER 629. Current Log-Posterior: 37401.6 Step Size: 4506.866922 Smoothing Hyper-parameters: 0.556078 0.672640 0.411506 0.304878 0.265171 0.182875 0.302275 Expected Total MS Cnt: 2190.67 Backgound Scale: 1.0322. ITERATION NUMBER 630. Current Log-Posterior: 34626.7 Step Size: -2774.911816 Smoothing Hyper-parameters: 0.574936 0.636503 0.520922 0.470038 0.347949 0.216046 0.250727 Expected Total MS Cnt: 2365.9 Backgound Scale: 1.04589. ITERATION NUMBER 631. Current Log-Posterior: 33382.5 Step Size: -1244.180643 Smoothing Hyper-parameters: 0.586940 0.650412 0.488230 0.315144 0.270821 0.244351 0.073804 Expected Total MS Cnt: 2369.43 Backgound Scale: 1.03816. ITERATION NUMBER 632. Current Log-Posterior: 33111.1 Step Size: -271.3964696 Smoothing Hyper-parameters: 0.488968 0.644831 0.536756 0.458321 0.358172 0.364018 0.110884 Expected Total MS Cnt: 2390.26 Backgound Scale: 1.0205. ITERATION NUMBER 633. Current Log-Posterior: 37893.6 Step Size: 4782.530728 Smoothing Hyper-parameters: 0.617418 0.613343 0.448348 0.371415 0.254066 0.168318 0.232913 Expected Total MS Cnt: 2311.08 Backgound Scale: 1.03586. ITERATION NUMBER 634. Current Log-Posterior: 32277.8 Step Size: -5615.824144 Smoothing Hyper-parameters: 0.586341 0.707039 0.497048 0.405988 0.260792 0.202708 0.154833 Expected Total MS Cnt: 2384.82 Backgound Scale: 1.03719. ITERATION NUMBER 635. Current Log-Posterior: 32431.3 Step Size: 153.5380217 Smoothing Hyper-parameters: 0.549557 0.563951 0.560736 0.352444 0.408778 0.167715 0.165164 Expected Total MS Cnt: 2300.53 Backgound Scale: 1.03452. ITERATION NUMBER 636. Current Log-Posterior: 35650.6 Step Size: 3219.24729 Smoothing Hyper-parameters: 0.539286 0.531237 0.506464 0.350021 0.342275 0.266830 0.143359 Expected Total MS Cnt: 2218.11 Backgound Scale: 1.03982. ITERATION NUMBER 637. Current Log-Posterior: 36585.8 Step Size: 935.2084478 Smoothing Hyper-parameters: 0.529760 0.659208 0.493353 0.401479 0.196820 0.329117 0.156579 Expected Total MS Cnt: 2273.2 Backgound Scale: 1.03469. ITERATION NUMBER 638. Current Log-Posterior: 35655.3 Step Size: -930.4566155 Smoothing Hyper-parameters: 0.577143 0.607304 0.395858 0.420487 0.232460 0.129963 0.124864 Expected Total MS Cnt: 2380.98 Backgound Scale: 1.03723. ITERATION NUMBER 639. Current Log-Posterior: 34504.6 Step Size: -1150.708983 Smoothing Hyper-parameters: 0.614703 0.616345 0.452891 0.352080 0.318717 0.231071 0.121387 Expected Total MS Cnt: 2301.49 Backgound Scale: 1.02051. ITERATION NUMBER 640. Current Log-Posterior: 32208.9 Step Size: -2295.770316 Smoothing Hyper-parameters: 0.615517 0.638506 0.424191 0.391980 0.238229 0.274622 0.117332 Expected Total MS Cnt: 2330.31 Backgound Scale: 1.02879. ITERATION NUMBER 641. Current Log-Posterior: 32186.8 Step Size: -22.04716639 Smoothing Hyper-parameters: 0.589886 0.693298 0.459885 0.248262 0.316993 0.144364 0.125029 Expected Total MS Cnt: 2344.16 Backgound Scale: 1.02869. ITERATION NUMBER 642. Current Log-Posterior: 32749.2 Step Size: 562.4222805 Smoothing Hyper-parameters: 0.569371 0.618770 0.482077 0.345116 0.226516 0.293816 0.179645 Expected Total MS Cnt: 2357.33 Backgound Scale: 1.02556. ITERATION NUMBER 643. Current Log-Posterior: 34211.7 Step Size: 1462.430736 Smoothing Hyper-parameters: 0.522539 0.687575 0.523089 0.413345 0.285644 0.151886 0.162782 Expected Total MS Cnt: 2319.49 Backgound Scale: 1.02578. ITERATION NUMBER 644. Current Log-Posterior: 35731.1 Step Size: 1519.438788 Smoothing Hyper-parameters: 0.567591 0.705226 0.514304 0.298799 0.329055 0.198250 0.097142 Expected Total MS Cnt: 2430.43 Backgound Scale: 1.03615. ITERATION NUMBER 645. Current Log-Posterior: 33277.6 Step Size: -2453.502886 Smoothing Hyper-parameters: 0.600583 0.682343 0.522293 0.389698 0.278033 0.288022 0.297733 Expected Total MS Cnt: 2432.65 Backgound Scale: 1.03545. ITERATION NUMBER 646. Current Log-Posterior: 31878.8 Step Size: -1398.83567 Smoothing Hyper-parameters: 0.671552 0.657689 0.453802 0.319642 0.290152 0.098148 0.330296 Expected Total MS Cnt: 2329.14 Backgound Scale: 1.01843. ITERATION NUMBER 647. Current Log-Posterior: 29509.7 Step Size: -2369.100233 Smoothing Hyper-parameters: 0.547100 0.627926 0.529336 0.392373 0.296443 0.254102 0.121509 Expected Total MS Cnt: 2409.63 Backgound Scale: 1.0299. ITERATION NUMBER 648. Current Log-Posterior: 35242.9 Step Size: 5733.238651 Smoothing Hyper-parameters: 0.588756 0.571536 0.561614 0.392947 0.327730 0.214640 0.228970 Expected Total MS Cnt: 2334.36 Backgound Scale: 1.02892. ITERATION NUMBER 649. Current Log-Posterior: 33597.9 Step Size: -1645.028155 Smoothing Hyper-parameters: 0.563644 0.549385 0.534768 0.320178 0.222718 0.226081 0.264480 Expected Total MS Cnt: 2361.01 Backgound Scale: 1.03106. ITERATION NUMBER 650. Current Log-Posterior: 35234.7 Step Size: 1636.812616 Smoothing Hyper-parameters: 0.531144 0.602289 0.586694 0.385318 0.304577 0.155116 0.150167 Expected Total MS Cnt: 2340.36 Backgound Scale: 1.0413. ITERATION NUMBER 651. Current Log-Posterior: 36005.2 Step Size: 770.4697957 Smoothing Hyper-parameters: 0.559969 0.647354 0.468905 0.386000 0.241005 0.209181 0.247322 Expected Total MS Cnt: 2267.81 Backgound Scale: 1.03551. ITERATION NUMBER 652. Current Log-Posterior: 34348.8 Step Size: -1656.361626 Smoothing Hyper-parameters: 0.634261 0.539234 0.438838 0.442689 0.283098 0.111765 0.147224 Expected Total MS Cnt: 2320.96 Backgound Scale: 1.02453. ITERATION NUMBER 653. Current Log-Posterior: 32196.8 Step Size: -2151.988648 Smoothing Hyper-parameters: 0.697177 0.573803 0.532924 0.412801 0.294572 0.247662 0.252040 Expected Total MS Cnt: 2351.49 Backgound Scale: 1.04365. ITERATION NUMBER 654. Current Log-Posterior: 28857.3 Step Size: -3339.50203 Smoothing Hyper-parameters: 0.603318 0.599339 0.580494 0.398163 0.298510 0.300917 0.247754 Expected Total MS Cnt: 2390.77 Backgound Scale: 1.03078. ITERATION NUMBER 655. Current Log-Posterior: 32371.3 Step Size: 3513.970575 Smoothing Hyper-parameters: 0.592783 0.567114 0.386647 0.326598 0.310970 0.420783 0.138779 Expected Total MS Cnt: 2326.8 Backgound Scale: 1.05185. ITERATION NUMBER 656. Current Log-Posterior: 34134.1 Step Size: 1762.77429 Smoothing Hyper-parameters: 0.636287 0.607866 0.557912 0.426304 0.165027 0.221091 0.273216 Expected Total MS Cnt: 2361.61 Backgound Scale: 1.04219. ITERATION NUMBER 657. Current Log-Posterior: 31007.2 Step Size: -3126.818843 Smoothing Hyper-parameters: 0.601093 0.669187 0.494657 0.366295 0.336040 0.199927 0.248200 Expected Total MS Cnt: 2314.01 Backgound Scale: 1.0578. ITERATION NUMBER 658. Current Log-Posterior: 32288.2 Step Size: 1281.003252 Smoothing Hyper-parameters: 0.570474 0.579522 0.519544 0.361852 0.268278 0.185587 0.259759 Expected Total MS Cnt: 2330.62 Backgound Scale: 1.03077. ITERATION NUMBER 659. Current Log-Posterior: 34470.2 Step Size: 2181.954723 Smoothing Hyper-parameters: 0.593934 0.570889 0.567070 0.354316 0.289689 0.168045 0.277045 Expected Total MS Cnt: 2182.2 Backgound Scale: 1.03682. ITERATION NUMBER 660. Current Log-Posterior: 33353.2 Step Size: -1117.014714 Smoothing Hyper-parameters: 0.513690 0.634768 0.463910 0.334889 0.233163 0.207014 0.195684 Expected Total MS Cnt: 2310.61 Backgound Scale: 1.03586. ITERATION NUMBER 661. Current Log-Posterior: 36915.8 Step Size: 3562.568305 Smoothing Hyper-parameters: 0.598450 0.586288 0.525975 0.326384 0.282748 0.130961 0.260086 Expected Total MS Cnt: 2274.76 Backgound Scale: 1.04629. ITERATION NUMBER 662. Current Log-Posterior: 33144.4 Step Size: -3771.309368 Smoothing Hyper-parameters: 0.632746 0.543121 0.495331 0.401045 0.186466 0.206787 0.191829 Expected Total MS Cnt: 2367.9 Backgound Scale: 1.04099. ITERATION NUMBER 663. Current Log-Posterior: 32179.4 Step Size: -965.0692083 Smoothing Hyper-parameters: 0.589865 0.627302 0.501594 0.297943 0.222191 0.141189 0.240759 Expected Total MS Cnt: 2284.13 Backgound Scale: 1.04438. ITERATION NUMBER 664. Current Log-Posterior: 33145.4 Step Size: 966.0214426 Smoothing Hyper-parameters: 0.548219 0.643928 0.456243 0.305033 0.259572 0.215654 0.150510 Expected Total MS Cnt: 2325.5 Backgound Scale: 1.03066. ITERATION NUMBER 665. Current Log-Posterior: 35251 Step Size: 2105.626801 Smoothing Hyper-parameters: 0.612460 0.588473 0.495451 0.334660 0.291329 0.244540 0.111884 Expected Total MS Cnt: 2388.83 Backgound Scale: 1.02886. ITERATION NUMBER 666. Current Log-Posterior: 32634 Step Size: -2617.050767 Smoothing Hyper-parameters: 0.528609 0.676601 0.470992 0.360870 0.240745 0.217850 0.202186 Expected Total MS Cnt: 2325.18 Backgound Scale: 1.02639. ITERATION NUMBER 667. Current Log-Posterior: 35687 Step Size: 3052.989129 Smoothing Hyper-parameters: 0.565515 0.645213 0.423430 0.360522 0.143376 0.135284 0.218282 Expected Total MS Cnt: 2259.04 Backgound Scale: 1.04447. ITERATION NUMBER 668. Current Log-Posterior: 34605.5 Step Size: -1081.411019 Smoothing Hyper-parameters: 0.611359 0.601080 0.534025 0.420061 0.303627 0.213689 0.179531 Expected Total MS Cnt: 2353.25 Backgound Scale: 1.03377. ITERATION NUMBER 669. Current Log-Posterior: 32084.1 Step Size: -2521.416423 Smoothing Hyper-parameters: 0.629862 0.586892 0.552980 0.362598 0.165036 0.189578 0.208619 Expected Total MS Cnt: 2402.56 Backgound Scale: 1.01792. ITERATION NUMBER 670. Current Log-Posterior: 31643.1 Step Size: -441.0175202 Smoothing Hyper-parameters: 0.622304 0.544110 0.361899 0.440901 0.273555 0.152155 0.186827 Expected Total MS Cnt: 2393.87 Backgound Scale: 1.02256. ITERATION NUMBER 671. Current Log-Posterior: 33088.8 Step Size: 1445.698578 Smoothing Hyper-parameters: 0.561842 0.660032 0.515792 0.392901 0.250027 0.080933 0.205087 Expected Total MS Cnt: 2354.53 Backgound Scale: 1.0372. ITERATION NUMBER 672. Current Log-Posterior: 34129.6 Step Size: 1040.768577 Smoothing Hyper-parameters: 0.623234 0.657186 0.498105 0.383828 0.189288 0.149999 0.171511 Expected Total MS Cnt: 2412.77 Backgound Scale: 1.02639. ITERATION NUMBER 673. Current Log-Posterior: 31366.2 Step Size: -2763.369302 Smoothing Hyper-parameters: 0.574975 0.645469 0.468417 0.436640 0.263663 0.285273 0.157507 Expected Total MS Cnt: 2405.82 Backgound Scale: 1.02893. ITERATION NUMBER 674. Current Log-Posterior: 33735.4 Step Size: 2369.196631 Smoothing Hyper-parameters: 0.567043 0.644375 0.534320 0.328192 0.229837 0.223813 0.148769 Expected Total MS Cnt: 2426 Backgound Scale: 1.02417. ITERATION NUMBER 675. Current Log-Posterior: 33934 Step Size: 198.6161242 Smoothing Hyper-parameters: 0.602500 0.628855 0.561659 0.406685 0.371927 0.189260 0.127755 Expected Total MS Cnt: 2540.44 Backgound Scale: 1.03074. ITERATION NUMBER 676. Current Log-Posterior: 32279.6 Step Size: -1654.46445 Smoothing Hyper-parameters: 0.548387 0.657091 0.512501 0.422495 0.396606 0.208538 0.108771 Expected Total MS Cnt: 2470.4 Backgound Scale: 1.03462. ITERATION NUMBER 677. Current Log-Posterior: 34622.3 Step Size: 2342.728318 Smoothing Hyper-parameters: 0.537850 0.746565 0.507034 0.411632 0.251746 0.238846 0.151190 Expected Total MS Cnt: 2359.54 Backgound Scale: 1.0091. ITERATION NUMBER 678. Current Log-Posterior: 34294.5 Step Size: -327.7799949 Smoothing Hyper-parameters: 0.585603 0.618002 0.473074 0.270433 0.347451 0.231019 0.120689 Expected Total MS Cnt: 2416.93 Backgound Scale: 1.0228. ITERATION NUMBER 679. Current Log-Posterior: 33679.7 Step Size: -614.8294314 Smoothing Hyper-parameters: 0.572446 0.612566 0.509563 0.341103 0.234548 0.120457 0.268124 Expected Total MS Cnt: 2397.23 Backgound Scale: 1.03013. ITERATION NUMBER 680. Current Log-Posterior: 34044.9 Step Size: 365.2403033 Smoothing Hyper-parameters: 0.488390 0.628827 0.520375 0.368219 0.346263 0.339693 0.120277 Expected Total MS Cnt: 2361.87 Backgound Scale: 1.03705. ITERATION NUMBER 681. Current Log-Posterior: 38553.2 Step Size: 4508.311648 Smoothing Hyper-parameters: 0.579478 0.662891 0.496754 0.380622 0.315537 0.201415 0.135600 Expected Total MS Cnt: 2345.18 Backgound Scale: 1.02554. ITERATION NUMBER 682. Current Log-Posterior: 33178.8 Step Size: -5374.45298 Smoothing Hyper-parameters: 0.570221 0.627869 0.512873 0.485848 0.278626 0.279646 0.108581 Expected Total MS Cnt: 2402.12 Backgound Scale: 1.03392. ITERATION NUMBER 683. Current Log-Posterior: 33788.1 Step Size: 609.3228061 Smoothing Hyper-parameters: 0.647817 0.563077 0.565728 0.398912 0.208167 0.156520 0.163056 Expected Total MS Cnt: 2373.56 Backgound Scale: 1.0107. ITERATION NUMBER 684. Current Log-Posterior: 31197.2 Step Size: -2590.890653 Smoothing Hyper-parameters: 0.609200 0.579291 0.601704 0.272231 0.234238 0.116620 0.276259 Expected Total MS Cnt: 2458.44 Backgound Scale: 1.01661. ITERATION NUMBER 685. Current Log-Posterior: 32710.8 Step Size: 1513.616469 Smoothing Hyper-parameters: 0.651914 0.568401 0.503879 0.398708 0.353873 0.149099 0.230371 Expected Total MS Cnt: 2476.84 Backgound Scale: 1.02376. ITERATION NUMBER 686. Current Log-Posterior: 30953 Step Size: -1757.850681 Smoothing Hyper-parameters: 0.670336 0.568119 0.432228 0.368806 0.253120 0.115267 0.176322 Expected Total MS Cnt: 2386.75 Backgound Scale: 1.02746. ITERATION NUMBER 687. Current Log-Posterior: 30774.8 Step Size: -178.1723411 Smoothing Hyper-parameters: 0.605443 0.613577 0.452708 0.368780 0.285628 0.116710 0.210798 Expected Total MS Cnt: 2356.69 Backgound Scale: 1.04307. ITERATION NUMBER 688. Current Log-Posterior: 32613.5 Step Size: 1838.700057 Smoothing Hyper-parameters: 0.685115 0.566327 0.499358 0.392828 0.292818 0.159670 0.238268 Expected Total MS Cnt: 2438.11 Backgound Scale: 1.03731. ITERATION NUMBER 689. Current Log-Posterior: 29690.3 Step Size: -2923.252825 Smoothing Hyper-parameters: 0.685954 0.590058 0.488457 0.414460 0.189787 0.247263 0.158172 Expected Total MS Cnt: 2271.1 Backgound Scale: 1.05212. ITERATION NUMBER 690. Current Log-Posterior: 29449.3 Step Size: -240.9147695 Smoothing Hyper-parameters: 0.619358 0.568951 0.442684 0.335877 0.366479 0.123222 0.287707 Expected Total MS Cnt: 2390.76 Backgound Scale: 1.03101. ITERATION NUMBER 691. Current Log-Posterior: 32533.4 Step Size: 3084.092437 Smoothing Hyper-parameters: 0.626448 0.549678 0.450771 0.377848 0.304152 0.184658 0.165336 Expected Total MS Cnt: 2354.7 Backgound Scale: 1.02352. ITERATION NUMBER 692. Current Log-Posterior: 32488.4 Step Size: -45.05249945 Smoothing Hyper-parameters: 0.530741 0.673457 0.515710 0.329170 0.253795 0.155117 0.089615 Expected Total MS Cnt: 2309.73 Backgound Scale: 1.02664. ITERATION NUMBER 693. Current Log-Posterior: 35516.3 Step Size: 3027.9157 Smoothing Hyper-parameters: 0.586689 0.604181 0.459321 0.272228 0.339811 0.316592 0.285472 Expected Total MS Cnt: 2295.74 Backgound Scale: 1.03075. ITERATION NUMBER 694. Current Log-Posterior: 33617 Step Size: -1899.246904 Smoothing Hyper-parameters: 0.611929 0.644460 0.552712 0.283239 0.233763 0.207779 0.137052 Expected Total MS Cnt: 2360.97 Backgound Scale: 1.02082. ITERATION NUMBER 695. Current Log-Posterior: 31819.4 Step Size: -1797.606056 Smoothing Hyper-parameters: 0.578591 0.634083 0.455577 0.334780 0.358119 0.241099 0.185205 Expected Total MS Cnt: 2321.2 Backgound Scale: 1.02731. ITERATION NUMBER 696. Current Log-Posterior: 33629.6 Step Size: 1810.207511 Smoothing Hyper-parameters: 0.567963 0.625064 0.430891 0.285859 0.295391 0.260438 0.128263 Expected Total MS Cnt: 2274.18 Backgound Scale: 1.04698. ITERATION NUMBER 697. Current Log-Posterior: 34560.3 Step Size: 930.6235178 Smoothing Hyper-parameters: 0.593504 0.589896 0.439582 0.318953 0.274117 0.106594 0.135447 Expected Total MS Cnt: 2259.09 Backgound Scale: 1.03626. ITERATION NUMBER 698. Current Log-Posterior: 33623.1 Step Size: -937.1676404 Smoothing Hyper-parameters: 0.590393 0.693405 0.417095 0.400291 0.308965 0.162080 0.250118 Expected Total MS Cnt: 2265.57 Backgound Scale: 1.02974. ITERATION NUMBER 699. Current Log-Posterior: 32573.8 Step Size: -1049.295334 Smoothing Hyper-parameters: 0.623067 0.612288 0.474570 0.368675 0.269449 0.350828 0.123590 Expected Total MS Cnt: 2202.32 Backgound Scale: 1.04298. ITERATION NUMBER 700. Current Log-Posterior: 31774.6 Step Size: -799.2157469 Smoothing Hyper-parameters: 0.586814 0.643128 0.460868 0.306540 0.248992 0.196733 0.203076 Expected Total MS Cnt: 2320.99 Backgound Scale: 1.04998. ITERATION NUMBER 701. Current Log-Posterior: 33351.5 Step Size: 1576.880643 Smoothing Hyper-parameters: 0.545158 0.740002 0.460064 0.289097 0.231492 0.330203 0.159146 Expected Total MS Cnt: 2258.2 Backgound Scale: 1.03743. ITERATION NUMBER 702. Current Log-Posterior: 34447.8 Step Size: 1096.3535 Smoothing Hyper-parameters: 0.532102 0.588671 0.488232 0.437869 0.255408 0.243206 0.134969 Expected Total MS Cnt: 2304.63 Backgound Scale: 1.04215. ITERATION NUMBER 703. Current Log-Posterior: 36361.6 Step Size: 1913.734493 Smoothing Hyper-parameters: 0.613602 0.618190 0.454960 0.340545 0.260664 0.104441 0.262083 Expected Total MS Cnt: 2339.47 Backgound Scale: 1.04067. ITERATION NUMBER 704. Current Log-Posterior: 32494 Step Size: -3867.518421 Smoothing Hyper-parameters: 0.665984 0.570790 0.443654 0.368241 0.307573 0.257122 0.266555 Expected Total MS Cnt: 2265.31 Backgound Scale: 1.03683. ITERATION NUMBER 705. Current Log-Posterior: 30524.8 Step Size: -1969.234634 Smoothing Hyper-parameters: 0.567419 0.622862 0.360920 0.342972 0.238681 0.147655 0.232424 Expected Total MS Cnt: 2392.55 Backgound Scale: 1.03118. ITERATION NUMBER 706. Current Log-Posterior: 34836.3 Step Size: 4311.49193 Smoothing Hyper-parameters: 0.567483 0.614361 0.447390 0.301159 0.228740 0.144018 0.220385 Expected Total MS Cnt: 2341.38 Backgound Scale: 1.03562. ITERATION NUMBER 707. Current Log-Posterior: 34524.5 Step Size: -311.8441271 Smoothing Hyper-parameters: 0.635988 0.613591 0.483532 0.362729 0.312975 0.202967 0.227966 Expected Total MS Cnt: 2315.28 Backgound Scale: 1.0306. ITERATION NUMBER 708. Current Log-Posterior: 31179.5 Step Size: -3344.916188 Smoothing Hyper-parameters: 0.627667 0.658673 0.470016 0.368383 0.261464 0.233572 0.119436 Expected Total MS Cnt: 2347.71 Backgound Scale: 1.04042. ITERATION NUMBER 709. Current Log-Posterior: 31224.2 Step Size: 44.65741929 Smoothing Hyper-parameters: 0.576003 0.581385 0.408739 0.354788 0.269682 0.348628 0.248228 Expected Total MS Cnt: 2347.57 Backgound Scale: 1.03772. ITERATION NUMBER 710. Current Log-Posterior: 34603.4 Step Size: 3379.179496 Smoothing Hyper-parameters: 0.588799 0.621201 0.538430 0.348309 0.224637 0.108683 0.096825 Expected Total MS Cnt: 2275.73 Backgound Scale: 1.03296. ITERATION NUMBER 711. Current Log-Posterior: 33083.7 Step Size: -1519.639101 Smoothing Hyper-parameters: 0.636346 0.617484 0.541033 0.300315 0.222808 0.295454 0.241013 Expected Total MS Cnt: 2312.41 Backgound Scale: 1.04212. ITERATION NUMBER 712. Current Log-Posterior: 31059.9 Step Size: -2023.865146 Smoothing Hyper-parameters: 0.620093 0.688510 0.424455 0.367643 0.257915 0.263289 0.127967 Expected Total MS Cnt: 2290.11 Backgound Scale: 1.0259. ITERATION NUMBER 713. Current Log-Posterior: 31377 Step Size: 317.0927994 Smoothing Hyper-parameters: 0.594503 0.604158 0.540551 0.270981 0.257573 0.144831 0.218103 Expected Total MS Cnt: 2370.92 Backgound Scale: 1.03138. ITERATION NUMBER 714. Current Log-Posterior: 33141.3 Step Size: 1764.380308 Smoothing Hyper-parameters: 0.620675 0.606732 0.564729 0.439005 0.294974 0.163078 0.209234 Expected Total MS Cnt: 2285.36 Backgound Scale: 1.0208. ITERATION NUMBER 715. Current Log-Posterior: 31587.2 Step Size: -1554.189805 Smoothing Hyper-parameters: 0.645528 0.614924 0.434020 0.446905 0.242305 0.168127 0.333656 Expected Total MS Cnt: 2365.83 Backgound Scale: 1.03478. ITERATION NUMBER 716. Current Log-Posterior: 30962.7 Step Size: -624.4863859 Smoothing Hyper-parameters: 0.493403 0.691886 0.444163 0.332347 0.316242 0.193701 0.174536 Expected Total MS Cnt: 2286.5 Backgound Scale: 1.02347. ITERATION NUMBER 717. Current Log-Posterior: 37655 Step Size: 6692.333075 Smoothing Hyper-parameters: 0.541141 0.612221 0.554892 0.333377 0.263043 0.156576 0.223310 Expected Total MS Cnt: 2367.15 Backgound Scale: 1.03001. ITERATION NUMBER 718. Current Log-Posterior: 35659.2 Step Size: -1995.776784 Smoothing Hyper-parameters: 0.621386 0.632508 0.474932 0.388477 0.264606 0.172369 0.264418 Expected Total MS Cnt: 2303.59 Backgound Scale: 1.02454. ITERATION NUMBER 719. Current Log-Posterior: 31742 Step Size: -3917.224022 Smoothing Hyper-parameters: 0.667858 0.624237 0.422819 0.403290 0.272753 0.129207 0.137042 Expected Total MS Cnt: 2397.35 Backgound Scale: 1.03122. ITERATION NUMBER 720. Current Log-Posterior: 29987.7 Step Size: -1754.33787 Smoothing Hyper-parameters: 0.587209 0.673736 0.541624 0.489357 0.341442 0.197237 0.157336 Expected Total MS Cnt: 2350.07 Backgound Scale: 1.02242. ITERATION NUMBER 721. Current Log-Posterior: 32577 Step Size: 2589.383416 Smoothing Hyper-parameters: 0.581301 0.632154 0.390194 0.413093 0.304157 0.186487 0.165718 Expected Total MS Cnt: 2401.21 Backgound Scale: 1.04335. ITERATION NUMBER 722. Current Log-Posterior: 33973.9 Step Size: 1396.846283 Smoothing Hyper-parameters: 0.568978 0.534870 0.505388 0.374439 0.217165 0.242116 0.209304 Expected Total MS Cnt: 2376.65 Backgound Scale: 1.03518. ITERATION NUMBER 723. Current Log-Posterior: 35214.6 Step Size: 1240.666979 Smoothing Hyper-parameters: 0.520876 0.618529 0.462171 0.321063 0.243993 0.115138 0.158992 Expected Total MS Cnt: 2386.29 Backgound Scale: 1.02658. ITERATION NUMBER 724. Current Log-Posterior: 36958.3 Step Size: 1743.780813 Smoothing Hyper-parameters: 0.619817 0.549413 0.512704 0.393302 0.324918 0.276023 0.288947 Expected Total MS Cnt: 2309.84 Backgound Scale: 1.03143. ITERATION NUMBER 725. Current Log-Posterior: 32572.5 Step Size: -4385.804182 Smoothing Hyper-parameters: 0.550141 0.618895 0.507694 0.387033 0.325785 0.119480 0.297856 Expected Total MS Cnt: 2302.85 Backgound Scale: 1.02888. ITERATION NUMBER 726. Current Log-Posterior: 35134.3 Step Size: 2561.746529 Smoothing Hyper-parameters: 0.612579 0.567861 0.427006 0.458003 0.268358 0.218141 0.216512 Expected Total MS Cnt: 2378.27 Backgound Scale: 1.03571. ITERATION NUMBER 727. Current Log-Posterior: 32816.9 Step Size: -2317.414899 Smoothing Hyper-parameters: 0.534342 0.651556 0.497411 0.330031 0.318770 0.224531 0.355907 Expected Total MS Cnt: 2258.78 Backgound Scale: 1.0203. ITERATION NUMBER 728. Current Log-Posterior: 35646.5 Step Size: 2829.675074 Smoothing Hyper-parameters: 0.585322 0.623530 0.468738 0.298575 0.269889 0.205324 0.298124 Expected Total MS Cnt: 2304.79 Backgound Scale: 1.0315. ITERATION NUMBER 729. Current Log-Posterior: 33461.8 Step Size: -2184.745488 Smoothing Hyper-parameters: 0.639952 0.524880 0.488948 0.435700 0.198514 0.174556 0.148820 Expected Total MS Cnt: 2276.12 Backgound Scale: 1.02611. ITERATION NUMBER 730. Current Log-Posterior: 32129.2 Step Size: -1332.635135 Smoothing Hyper-parameters: 0.548266 0.591142 0.498753 0.265514 0.260176 0.235032 0.170424 Expected Total MS Cnt: 2339.85 Backgound Scale: 1.02604. ITERATION NUMBER 731. Current Log-Posterior: 35695.5 Step Size: 3566.359342 Smoothing Hyper-parameters: 0.572765 0.659946 0.559722 0.327352 0.273354 0.201295 0.267927 Expected Total MS Cnt: 2419.54 Backgound Scale: 1.03801. ITERATION NUMBER 732. Current Log-Posterior: 33386.6 Step Size: -2308.922697 Smoothing Hyper-parameters: 0.575556 0.639011 0.471654 0.354808 0.309762 0.143342 0.151596 Expected Total MS Cnt: 2390.31 Backgound Scale: 1.02836. ITERATION NUMBER 733. Current Log-Posterior: 33703.3 Step Size: 316.7362532 Smoothing Hyper-parameters: 0.589625 0.592925 0.516005 0.405106 0.237151 0.096126 0.254730 Expected Total MS Cnt: 2274.78 Backgound Scale: 1.02783. ITERATION NUMBER 734. Current Log-Posterior: 33500.1 Step Size: -203.2164386 Smoothing Hyper-parameters: 0.528537 0.619617 0.445118 0.370081 0.274129 0.249786 0.279321 Expected Total MS Cnt: 2303.21 Backgound Scale: 1.038. ITERATION NUMBER 735. Current Log-Posterior: 36397.9 Step Size: 2897.761377 Smoothing Hyper-parameters: 0.591653 0.612354 0.443033 0.357502 0.340256 0.108149 0.232742 Expected Total MS Cnt: 2377.45 Backgound Scale: 1.01261. ITERATION NUMBER 736. Current Log-Posterior: 33420.8 Step Size: -2977.080387 Smoothing Hyper-parameters: 0.538030 0.582121 0.459169 0.379952 0.341514 0.348691 0.357157 Expected Total MS Cnt: 2277.76 Backgound Scale: 1.02619. ITERATION NUMBER 737. Current Log-Posterior: 36302 Step Size: 2881.180339 Smoothing Hyper-parameters: 0.596044 0.567285 0.493495 0.379146 0.314832 0.196483 0.058785 Expected Total MS Cnt: 2409.85 Backgound Scale: 1.0445. ITERATION NUMBER 738. Current Log-Posterior: 33563.7 Step Size: -2738.288908 Smoothing Hyper-parameters: 0.647716 0.624379 0.486755 0.291508 0.264757 0.090392 0.105277 Expected Total MS Cnt: 2278.03 Backgound Scale: 1.03852. ITERATION NUMBER 739. Current Log-Posterior: 30794.6 Step Size: -2769.052161 Smoothing Hyper-parameters: 0.672156 0.612187 0.456583 0.322582 0.262859 0.172921 0.258518 Expected Total MS Cnt: 2273.29 Backgound Scale: 1.02944. ITERATION NUMBER 740. Current Log-Posterior: 29877 Step Size: -917.6532322 Smoothing Hyper-parameters: 0.600602 0.677224 0.406834 0.307603 0.345497 0.416887 0.160255 Expected Total MS Cnt: 2349.08 Backgound Scale: 1.03976. ITERATION NUMBER 741. Current Log-Posterior: 32591.2 Step Size: 2714.198359 Smoothing Hyper-parameters: 0.553392 0.717777 0.500613 0.350806 0.264908 0.037643 0.313155 Expected Total MS Cnt: 2439.96 Backgound Scale: 1.02208. ITERATION NUMBER 742. Current Log-Posterior: 33969.5 Step Size: 1378.362427 Smoothing Hyper-parameters: 0.585642 0.647795 0.511464 0.400773 0.336568 0.089801 0.185789 Expected Total MS Cnt: 2371.83 Backgound Scale: 1.0295. ITERATION NUMBER 743. Current Log-Posterior: 32973.1 Step Size: -996.4864013 Smoothing Hyper-parameters: 0.557468 0.609704 0.516248 0.339087 0.277042 0.136924 0.116721 Expected Total MS Cnt: 2326.69 Backgound Scale: 1.03254. ITERATION NUMBER 744. Current Log-Posterior: 35034.8 Step Size: 2061.690902 Smoothing Hyper-parameters: 0.597293 0.635745 0.450918 0.345626 0.416212 0.194722 0.107837 Expected Total MS Cnt: 2361.42 Backgound Scale: 1.03917. ITERATION NUMBER 745. Current Log-Posterior: 32891.5 Step Size: -2143.261048 Smoothing Hyper-parameters: 0.577268 0.648933 0.400750 0.361733 0.224642 0.108393 0.163878 Expected Total MS Cnt: 2288.71 Backgound Scale: 1.03154. ITERATION NUMBER 746. Current Log-Posterior: 33954.7 Step Size: 1063.23519 Smoothing Hyper-parameters: 0.657082 0.558122 0.444610 0.343289 0.308527 0.353384 0.256377 Expected Total MS Cnt: 2308.92 Backgound Scale: 1.03888. ITERATION NUMBER 747. Current Log-Posterior: 31058.7 Step Size: -2895.983433 Smoothing Hyper-parameters: 0.619109 0.611495 0.538147 0.295014 0.258480 0.125688 0.302299 Expected Total MS Cnt: 2217.18 Backgound Scale: 1.04804. ITERATION NUMBER 748. Current Log-Posterior: 31819.7 Step Size: 760.9349462 Smoothing Hyper-parameters: 0.587410 0.632707 0.384038 0.277194 0.225574 0.279641 0.221982 Expected Total MS Cnt: 2292.02 Backgound Scale: 1.03909. ITERATION NUMBER 749. Current Log-Posterior: 33906.5 Step Size: 2086.832137 Smoothing Hyper-parameters: 0.589168 0.658517 0.504155 0.320848 0.288695 0.177567 0.177527 Expected Total MS Cnt: 2369.43 Backgound Scale: 1.05889. ITERATION NUMBER 750. Current Log-Posterior: 32838.4 Step Size: -1068.132121 Smoothing Hyper-parameters: 0.600672 0.563381 0.539983 0.303753 0.308336 0.137532 0.290881 Expected Total MS Cnt: 2294.16 Backgound Scale: 1.01795. ITERATION NUMBER 751. Current Log-Posterior: 33201 Step Size: 362.6718874 Smoothing Hyper-parameters: 0.677349 0.565440 0.503239 0.404455 0.198275 0.200176 0.098422 Expected Total MS Cnt: 2294.33 Backgound Scale: 1.02324. ITERATION NUMBER 752. Current Log-Posterior: 30106 Step Size: -3095.032824 Smoothing Hyper-parameters: 0.585475 0.689227 0.490467 0.445708 0.210091 0.244801 0.232536 Expected Total MS Cnt: 2326.69 Backgound Scale: 1.03463. ITERATION NUMBER 753. Current Log-Posterior: 32559.7 Step Size: 2453.725275 Smoothing Hyper-parameters: 0.595216 0.559047 0.530041 0.406652 0.276902 0.228730 0.130383 Expected Total MS Cnt: 2258.45 Backgound Scale: 1.02933. ITERATION NUMBER 754. Current Log-Posterior: 33483.3 Step Size: 923.5574729 Smoothing Hyper-parameters: 0.627200 0.621299 0.445941 0.293207 0.223248 0.180932 0.142799 Expected Total MS Cnt: 2267.25 Backgound Scale: 1.037. ITERATION NUMBER 755. Current Log-Posterior: 31784.1 Step Size: -1699.168492 Smoothing Hyper-parameters: 0.605278 0.623415 0.417212 0.330884 0.264230 0.158820 0.245038 Expected Total MS Cnt: 2374.7 Backgound Scale: 1.05105. ITERATION NUMBER 756. Current Log-Posterior: 32862.7 Step Size: 1078.581999 Smoothing Hyper-parameters: 0.686219 0.679088 0.508040 0.298659 0.356336 0.257242 0.112832 Expected Total MS Cnt: 2479.66 Backgound Scale: 1.04123. ITERATION NUMBER 757. Current Log-Posterior: 28415.3 Step Size: -4447.381658 Smoothing Hyper-parameters: 0.626680 0.683805 0.476495 0.403962 0.374713 0.190563 0.207669 Expected Total MS Cnt: 2411.05 Backgound Scale: 1.02161. ITERATION NUMBER 758. Current Log-Posterior: 30895.7 Step Size: 2480.329331 Smoothing Hyper-parameters: 0.563952 0.592875 0.490336 0.377037 0.254045 0.095970 0.217879 Expected Total MS Cnt: 2433.48 Backgound Scale: 1.03346. ITERATION NUMBER 759. Current Log-Posterior: 34758 Step Size: 3862.301845 Smoothing Hyper-parameters: 0.587071 0.597225 0.464648 0.332302 0.237261 0.164495 0.277782 Expected Total MS Cnt: 2438.47 Backgound Scale: 1.02943. ITERATION NUMBER 760. Current Log-Posterior: 33857.7 Step Size: -900.2628534 Smoothing Hyper-parameters: 0.633167 0.564902 0.482991 0.382130 0.314744 0.091215 0.244432 Expected Total MS Cnt: 2569.13 Backgound Scale: 1.0243. ITERATION NUMBER 761. Current Log-Posterior: 32022.3 Step Size: -1835.423469 Smoothing Hyper-parameters: 0.634452 0.700012 0.449867 0.290225 0.357192 0.121855 0.295169 Expected Total MS Cnt: 2477.1 Backgound Scale: 1.0275. ITERATION NUMBER 762. Current Log-Posterior: 30730.5 Step Size: -1291.755667 Smoothing Hyper-parameters: 0.520281 0.629971 0.449387 0.354353 0.244225 0.227734 0.239141 Expected Total MS Cnt: 2440.33 Backgound Scale: 1.01507. ITERATION NUMBER 763. Current Log-Posterior: 36862.6 Step Size: 6132.083463 Smoothing Hyper-parameters: 0.640898 0.666333 0.495223 0.415432 0.299968 0.365933 0.129630 Expected Total MS Cnt: 2478.06 Backgound Scale: 1.04999. ITERATION NUMBER 764. Current Log-Posterior: 30350.2 Step Size: -6512.376262 Smoothing Hyper-parameters: 0.661137 0.570816 0.504392 0.358950 0.285168 0.159673 0.366115 Expected Total MS Cnt: 2479.54 Backgound Scale: 1.02991. ITERATION NUMBER 765. Current Log-Posterior: 30644.4 Step Size: 294.189023 Smoothing Hyper-parameters: 0.593062 0.603151 0.414162 0.372997 0.251619 0.187889 0.275479 Expected Total MS Cnt: 2508.59 Backgound Scale: 1.02098. ITERATION NUMBER 766. Current Log-Posterior: 33784.3 Step Size: 3139.887717 Smoothing Hyper-parameters: 0.647558 0.661574 0.545885 0.409812 0.254821 0.290144 0.183967 Expected Total MS Cnt: 2382.3 Backgound Scale: 1.02773. ITERATION NUMBER 767. Current Log-Posterior: 30023 Step Size: -3761.257362 Smoothing Hyper-parameters: 0.554936 0.693396 0.484551 0.368039 0.264750 0.224649 0.036860 Expected Total MS Cnt: 2504.91 Backgound Scale: 1.02898. ITERATION NUMBER 768. Current Log-Posterior: 34097.1 Step Size: 4074.069562 Smoothing Hyper-parameters: 0.646330 0.672099 0.464141 0.381879 0.247670 0.233550 0.225788 Expected Total MS Cnt: 2447.59 Backgound Scale: 1.03124. ITERATION NUMBER 769. Current Log-Posterior: 30270.3 Step Size: -3826.767704 Smoothing Hyper-parameters: 0.639787 0.574764 0.584559 0.234819 0.289393 0.189069 0.152825 Expected Total MS Cnt: 2514.41 Backgound Scale: 1.03834. ITERATION NUMBER 770. Current Log-Posterior: 31353.6 Step Size: 1083.259472 Smoothing Hyper-parameters: 0.581530 0.643391 0.541679 0.376090 0.312366 0.245628 0.064174 Expected Total MS Cnt: 2427.68 Backgound Scale: 1.03863. ITERATION NUMBER 771. Current Log-Posterior: 33001.1 Step Size: 1647.49452 Smoothing Hyper-parameters: 0.608824 0.620228 0.446261 0.338113 0.343709 0.181715 0.139013 Expected Total MS Cnt: 2413.53 Backgound Scale: 1.02389. ITERATION NUMBER 772. Current Log-Posterior: 32424.4 Step Size: -576.662083 Smoothing Hyper-parameters: 0.564919 0.678195 0.542150 0.445346 0.230353 0.214067 0.086773 Expected Total MS Cnt: 2410.81 Backgound Scale: 1.02807. ITERATION NUMBER 773. Current Log-Posterior: 33849.5 Step Size: 1425.081433 Smoothing Hyper-parameters: 0.595750 0.622449 0.406225 0.388583 0.293084 0.159864 0.260749 Expected Total MS Cnt: 2375.71 Backgound Scale: 1.02107. ITERATION NUMBER 774. Current Log-Posterior: 33180.8 Step Size: -668.7592625 Smoothing Hyper-parameters: 0.556440 0.645321 0.448424 0.338272 0.197030 0.233454 0.206527 Expected Total MS Cnt: 2331.09 Backgound Scale: 1.03365. ITERATION NUMBER 775. Current Log-Posterior: 34866.1 Step Size: 1685.296439 Smoothing Hyper-parameters: 0.531589 0.591649 0.448251 0.451578 0.293297 0.199110 0.420882 Expected Total MS Cnt: 2467.09 Backgound Scale: 1.04529. ITERATION NUMBER 776. Current Log-Posterior: 36463.7 Step Size: 1597.671837 Smoothing Hyper-parameters: 0.606124 0.596075 0.502469 0.355344 0.311485 0.237604 0.330533 Expected Total MS Cnt: 2421.38 Backgound Scale: 1.01601. ITERATION NUMBER 777. Current Log-Posterior: 32697 Step Size: -3766.772371 Smoothing Hyper-parameters: 0.669448 0.601364 0.625619 0.353330 0.205815 0.191596 0.202166 Expected Total MS Cnt: 2424.18 Backgound Scale: 1.03828. ITERATION NUMBER 778. Current Log-Posterior: 29677.6 Step Size: -3019.321372 Smoothing Hyper-parameters: 0.579563 0.616895 0.456712 0.337050 0.280790 0.351952 0.162843 Expected Total MS Cnt: 2424.27 Backgound Scale: 1.0158. ITERATION NUMBER 779. Current Log-Posterior: 33927.6 Step Size: 4249.925621 Smoothing Hyper-parameters: 0.571912 0.664063 0.574005 0.437842 0.280874 0.193866 0.173408 Expected Total MS Cnt: 2387.38 Backgound Scale: 1.03764. ITERATION NUMBER 780. Current Log-Posterior: 33276.1 Step Size: -651.4565103 Smoothing Hyper-parameters: 0.594404 0.660761 0.459313 0.382422 0.224454 0.182973 0.126157 Expected Total MS Cnt: 2340.64 Backgound Scale: 1.01987. ITERATION NUMBER 781. Current Log-Posterior: 32771.1 Step Size: -505.0349732 Smoothing Hyper-parameters: 0.535042 0.641638 0.486646 0.322908 0.311929 0.206142 0.306286 Expected Total MS Cnt: 2387.97 Backgound Scale: 1.02339. ITERATION NUMBER 782. Current Log-Posterior: 35755.6 Step Size: 2984.510322 Smoothing Hyper-parameters: 0.638448 0.673979 0.480226 0.387780 0.281271 0.183143 0.322329 Expected Total MS Cnt: 2356.09 Backgound Scale: 1.02739. ITERATION NUMBER 783. Current Log-Posterior: 30457.7 Step Size: -5297.838692 Smoothing Hyper-parameters: 0.620344 0.617432 0.448412 0.413928 0.317419 0.162412 0.174016 Expected Total MS Cnt: 2384.58 Backgound Scale: 1.02122. ITERATION NUMBER 784. Current Log-Posterior: 31909.6 Step Size: 1451.903653 Smoothing Hyper-parameters: 0.562369 0.661565 0.520744 0.423185 0.289887 0.181613 0.189636 Expected Total MS Cnt: 2438.34 Backgound Scale: 1.03167. ITERATION NUMBER 785. Current Log-Posterior: 33840.4 Step Size: 1930.726857 Smoothing Hyper-parameters: 0.602553 0.676624 0.583035 0.419107 0.384829 0.415217 0.237928 Expected Total MS Cnt: 2384.98 Backgound Scale: 1.01543. ITERATION NUMBER 786. Current Log-Posterior: 31544 Step Size: -2296.359967 Smoothing Hyper-parameters: 0.608349 0.545246 0.477034 0.349090 0.404227 0.294085 0.239828 Expected Total MS Cnt: 2492.65 Backgound Scale: 1.03525. ITERATION NUMBER 787. Current Log-Posterior: 33284.3 Step Size: 1740.236554 Smoothing Hyper-parameters: 0.527720 0.659108 0.513132 0.317560 0.295864 0.252594 0.219408 Expected Total MS Cnt: 2462.08 Backgound Scale: 1.03914. ITERATION NUMBER 788. Current Log-Posterior: 35859.4 Step Size: 2575.122293 Smoothing Hyper-parameters: 0.588050 0.611037 0.473412 0.393913 0.338678 0.234526 0.239482 Expected Total MS Cnt: 2398.02 Backgound Scale: 1.02983. ITERATION NUMBER 789. Current Log-Posterior: 33450.5 Step Size: -2408.896112 Smoothing Hyper-parameters: 0.671161 0.670676 0.513042 0.406013 0.204940 0.177010 0.171179 Expected Total MS Cnt: 2427.35 Backgound Scale: 1.01001. ITERATION NUMBER 790. Current Log-Posterior: 29121.5 Step Size: -4328.966667 Smoothing Hyper-parameters: 0.704521 0.598702 0.494435 0.413005 0.212708 0.139685 0.151592 Expected Total MS Cnt: 2501.19 Backgound Scale: 1.04261. ITERATION NUMBER 791. Current Log-Posterior: 28509.3 Step Size: -612.2501014 Smoothing Hyper-parameters: 0.586086 0.631362 0.476567 0.411387 0.336555 0.274367 0.296796 Expected Total MS Cnt: 2460.03 Backgound Scale: 1.03446. ITERATION NUMBER 792. Current Log-Posterior: 33140.8 Step Size: 4631.497367 Smoothing Hyper-parameters: 0.593573 0.612826 0.400717 0.362835 0.331558 0.191284 0.255029 Expected Total MS Cnt: 2381.04 Backgound Scale: 1.02969. ITERATION NUMBER 793. Current Log-Posterior: 33553.1 Step Size: 412.3281925 Smoothing Hyper-parameters: 0.572585 0.594799 0.515651 0.313875 0.374660 0.199348 0.141428 Expected Total MS Cnt: 2351.42 Backgound Scale: 1.03819. ITERATION NUMBER 794. Current Log-Posterior: 34178.7 Step Size: 625.6532225 Smoothing Hyper-parameters: 0.588252 0.568673 0.427111 0.323172 0.208131 0.215532 0.193656 Expected Total MS Cnt: 2356.5 Backgound Scale: 1.02971. ITERATION NUMBER 795. Current Log-Posterior: 34153.1 Step Size: -25.60600655 Smoothing Hyper-parameters: 0.520513 0.657965 0.380824 0.356117 0.247321 0.090184 0.259714 Expected Total MS Cnt: 2353.56 Backgound Scale: 1.02338. ITERATION NUMBER 796. Current Log-Posterior: 36726.5 Step Size: 2573.373871 Smoothing Hyper-parameters: 0.542452 0.612938 0.429491 0.431995 0.252880 0.309477 0.301782 Expected Total MS Cnt: 2456.27 Backgound Scale: 1.00804. ITERATION NUMBER 797. Current Log-Posterior: 35824.5 Step Size: -901.9903252 Smoothing Hyper-parameters: 0.606997 0.571211 0.454247 0.350131 0.284133 0.288188 0.252488 Expected Total MS Cnt: 2396.36 Backgound Scale: 1.03492. ITERATION NUMBER 798. Current Log-Posterior: 33155.2 Step Size: -2669.327083 Smoothing Hyper-parameters: 0.545924 0.528757 0.403345 0.344674 0.307540 0.207795 0.104544 Expected Total MS Cnt: 2431.51 Backgound Scale: 1.03416. ITERATION NUMBER 799. Current Log-Posterior: 36925.4 Step Size: 3770.207074 Smoothing Hyper-parameters: 0.533807 0.541511 0.523221 0.394653 0.206586 0.116321 0.316817 Expected Total MS Cnt: 2376.61 Backgound Scale: 1.03855. ITERATION NUMBER 800. Current Log-Posterior: 36868.8 Step Size: -56.61626264 Smoothing Hyper-parameters: 0.579671 0.580477 0.464717 0.418876 0.377941 0.149302 0.148658 Expected Total MS Cnt: 2410.94 Backgound Scale: 1.01778. ITERATION NUMBER 801. Current Log-Posterior: 34355.5 Step Size: -2513.265252 Smoothing Hyper-parameters: 0.638920 0.714758 0.552057 0.331442 0.170035 0.267109 0.355773 Expected Total MS Cnt: 2357.39 Backgound Scale: 1.03626. ITERATION NUMBER 802. Current Log-Posterior: 30004 Step Size: -4351.54089 Smoothing Hyper-parameters: 0.565988 0.661836 0.509143 0.341382 0.168288 0.196156 0.122911 Expected Total MS Cnt: 2384.95 Backgound Scale: 1.03334. ITERATION NUMBER 803. Current Log-Posterior: 33974.8 Step Size: 3970.794816 Smoothing Hyper-parameters: 0.558527 0.603112 0.417720 0.313889 0.233472 0.199547 0.178118 Expected Total MS Cnt: 2430.36 Backgound Scale: 1.03127. ITERATION NUMBER 804. Current Log-Posterior: 35456.8 Step Size: 1482.016827 Smoothing Hyper-parameters: 0.570997 0.739215 0.499579 0.351310 0.297195 0.223222 0.148653 Expected Total MS Cnt: 2326.69 Backgound Scale: 1.03007. ITERATION NUMBER 805. Current Log-Posterior: 32991.5 Step Size: -2465.278104 Smoothing Hyper-parameters: 0.527302 0.625432 0.538193 0.462744 0.253254 0.202130 0.175361 Expected Total MS Cnt: 2302.21 Backgound Scale: 1.03398. ITERATION NUMBER 806. Current Log-Posterior: 35895.9 Step Size: 2904.34308 Smoothing Hyper-parameters: 0.657252 0.648139 0.551733 0.360282 0.258807 0.356763 0.237972 Expected Total MS Cnt: 2401.63 Backgound Scale: 1.03388. ITERATION NUMBER 807. Current Log-Posterior: 29859.3 Step Size: -6036.591567 Smoothing Hyper-parameters: 0.614051 0.590398 0.422204 0.285075 0.277423 0.182916 0.321442 Expected Total MS Cnt: 2412.47 Backgound Scale: 1.02985. ITERATION NUMBER 808. Current Log-Posterior: 32934.9 Step Size: 3075.604922 Smoothing Hyper-parameters: 0.552221 0.659953 0.485740 0.415645 0.282107 0.154019 0.156871 Expected Total MS Cnt: 2461.16 Backgound Scale: 1.02601. ITERATION NUMBER 809. Current Log-Posterior: 34625 Step Size: 1690.128084 Smoothing Hyper-parameters: 0.556328 0.702399 0.478573 0.353146 0.248187 0.155989 0.254464 Expected Total MS Cnt: 2412.56 Backgound Scale: 1.04428. ITERATION NUMBER 810. Current Log-Posterior: 34020.4 Step Size: -604.5521084 Smoothing Hyper-parameters: 0.645230 0.632549 0.438027 0.359406 0.256816 0.264164 0.233613 Expected Total MS Cnt: 2437.89 Backgound Scale: 1.0239. ITERATION NUMBER 811. Current Log-Posterior: 30896.9 Step Size: -3123.535498 Smoothing Hyper-parameters: 0.678250 0.648601 0.460691 0.378061 0.152272 0.156661 0.265678 Expected Total MS Cnt: 2393.77 Backgound Scale: 1.03436. ITERATION NUMBER 812. Current Log-Posterior: 29285.5 Step Size: -1611.36399 Smoothing Hyper-parameters: 0.559723 0.692429 0.531297 0.427474 0.310581 0.274972 0.233530 Expected Total MS Cnt: 2409.91 Backgound Scale: 1.04302. ITERATION NUMBER 813. Current Log-Posterior: 33850.1 Step Size: 4564.522678 Smoothing Hyper-parameters: 0.605674 0.654140 0.492203 0.426207 0.191382 0.438940 0.209669 Expected Total MS Cnt: 2365.7 Backgound Scale: 1.04201. ITERATION NUMBER 814. Current Log-Posterior: 31952 Step Size: -1898.078306 Smoothing Hyper-parameters: 0.652007 0.696884 0.533330 0.370671 0.227317 0.340921 0.188974 Expected Total MS Cnt: 2426.81 Backgound Scale: 1.04198. ITERATION NUMBER 815. Current Log-Posterior: 29456.5 Step Size: -2495.524257 Smoothing Hyper-parameters: 0.594877 0.605805 0.485116 0.369403 0.344665 0.309627 0.183114 Expected Total MS Cnt: 2343.54 Backgound Scale: 1.02046. ITERATION NUMBER 816. Current Log-Posterior: 33039.5 Step Size: 3583.023438 Smoothing Hyper-parameters: 0.627601 0.620638 0.519186 0.369965 0.375998 0.161868 0.204109 Expected Total MS Cnt: 2292.6 Backgound Scale: 1.03169. ITERATION NUMBER 817. Current Log-Posterior: 31468.8 Step Size: -1570.686167 Smoothing Hyper-parameters: 0.673388 0.678771 0.559034 0.404692 0.318134 0.140611 0.222990 Expected Total MS Cnt: 2354.58 Backgound Scale: 1.03818. ITERATION NUMBER 818. Current Log-Posterior: 28702.2 Step Size: -2766.593485 Smoothing Hyper-parameters: 0.576627 0.658753 0.465422 0.382321 0.197398 0.180984 0.153938 Expected Total MS Cnt: 2384.15 Backgound Scale: 1.03915. ITERATION NUMBER 819. Current Log-Posterior: 33761.9 Step Size: 5059.70238 Smoothing Hyper-parameters: 0.600698 0.645435 0.602459 0.368663 0.265605 0.064032 0.185897 Expected Total MS Cnt: 2340.65 Backgound Scale: 1.03305. ITERATION NUMBER 820. Current Log-Posterior: 32252.5 Step Size: -1509.445401 Smoothing Hyper-parameters: 0.583371 0.652686 0.463227 0.366521 0.226487 0.282188 0.147396 Expected Total MS Cnt: 2355.89 Backgound Scale: 1.04864. ITERATION NUMBER 821. Current Log-Posterior: 33383.8 Step Size: 1131.366091 Smoothing Hyper-parameters: 0.574421 0.602446 0.592435 0.334581 0.219366 0.274090 0.168650 Expected Total MS Cnt: 2352.21 Backgound Scale: 1.02219. ITERATION NUMBER 822. Current Log-Posterior: 33905.7 Step Size: 521.8989923 Smoothing Hyper-parameters: 0.638990 0.632249 0.494216 0.405560 0.300839 0.094363 0.137696 Expected Total MS Cnt: 2358.33 Backgound Scale: 1.03752. ITERATION NUMBER 823. Current Log-Posterior: 30816 Step Size: -3089.678756 Smoothing Hyper-parameters: 0.551653 0.644581 0.431526 0.408977 0.184838 0.106858 0.190975 Expected Total MS Cnt: 2305.99 Backgound Scale: 1.03316. ITERATION NUMBER 824. Current Log-Posterior: 34998.7 Step Size: 4182.632256 Smoothing Hyper-parameters: 0.607804 0.642715 0.515897 0.486915 0.249227 0.193121 0.213199 Expected Total MS Cnt: 2300.19 Backgound Scale: 1.01964. ITERATION NUMBER 825. Current Log-Posterior: 31932.1 Step Size: -3066.569722 Smoothing Hyper-parameters: 0.549473 0.674452 0.449553 0.381528 0.266629 0.263479 0.307921 Expected Total MS Cnt: 2283.39 Backgound Scale: 1.0283. ITERATION NUMBER 826. Current Log-Posterior: 34784.5 Step Size: 2852.429423 Smoothing Hyper-parameters: 0.648410 0.702899 0.436972 0.381379 0.316155 0.145792 0.237350 Expected Total MS Cnt: 2344.32 Backgound Scale: 1.02239. ITERATION NUMBER 827. Current Log-Posterior: 29910.1 Step Size: -4874.418115 Smoothing Hyper-parameters: 0.645739 0.628066 0.503889 0.337583 0.301494 0.241990 0.297194 Expected Total MS Cnt: 2292.13 Backgound Scale: 1.04014. ITERATION NUMBER 828. Current Log-Posterior: 30570.7 Step Size: 660.5317559 Smoothing Hyper-parameters: 0.565536 0.666346 0.408269 0.393763 0.249071 0.084247 0.203439 Expected Total MS Cnt: 2348.84 Backgound Scale: 1.0554. ITERATION NUMBER 829. Current Log-Posterior: 34196.1 Step Size: 3625.442199 Smoothing Hyper-parameters: 0.565305 0.622676 0.504244 0.351158 0.220761 0.203566 0.343711 Expected Total MS Cnt: 2287.48 Backgound Scale: 1.04277. ITERATION NUMBER 830. Current Log-Posterior: 34407.7 Step Size: 211.5971471 Smoothing Hyper-parameters: 0.611055 0.664165 0.481223 0.357029 0.157853 0.189938 0.094663 Expected Total MS Cnt: 2401.83 Backgound Scale: 1.03386. ITERATION NUMBER 831. Current Log-Posterior: 31874.2 Step Size: -2533.443884 Smoothing Hyper-parameters: 0.639878 0.650550 0.450784 0.397590 0.272160 0.374714 0.184744 Expected Total MS Cnt: 2417.93 Backgound Scale: 1.02944. ITERATION NUMBER 832. Current Log-Posterior: 30805.1 Step Size: -1069.11986 Smoothing Hyper-parameters: 0.548833 0.687782 0.496887 0.371460 0.201884 0.323147 0.165368 Expected Total MS Cnt: 2343.43 Backgound Scale: 1.01598. ITERATION NUMBER 833. Current Log-Posterior: 34441.9 Step Size: 3636.790607 Smoothing Hyper-parameters: 0.627164 0.560639 0.553672 0.373545 0.229940 0.167664 0.167753 Expected Total MS Cnt: 2372.73 Backgound Scale: 1.03557. ITERATION NUMBER 834. Current Log-Posterior: 32047.1 Step Size: -2394.805297 Smoothing Hyper-parameters: 0.649276 0.570963 0.470312 0.310404 0.236295 0.114690 0.208152 Expected Total MS Cnt: 2320.53 Backgound Scale: 1.03188. ITERATION NUMBER 835. Current Log-Posterior: 31394 Step Size: -653.1432639 Smoothing Hyper-parameters: 0.603452 0.615947 0.523974 0.306595 0.285284 0.238040 0.098441 Expected Total MS Cnt: 2356.24 Backgound Scale: 1.03998. ITERATION NUMBER 836. Current Log-Posterior: 32528.4 Step Size: 1134.438418 Smoothing Hyper-parameters: 0.617691 0.647867 0.502237 0.300552 0.297548 0.204426 0.240496 Expected Total MS Cnt: 2382.68 Backgound Scale: 1.02909. ITERATION NUMBER 837. Current Log-Posterior: 31695.2 Step Size: -833.1649568 Smoothing Hyper-parameters: 0.600815 0.615786 0.528084 0.345293 0.275338 0.260103 0.179247 Expected Total MS Cnt: 2272.31 Backgound Scale: 1.02137. ITERATION NUMBER 838. Current Log-Posterior: 32608.7 Step Size: 913.4567652 Smoothing Hyper-parameters: 0.654892 0.623221 0.480042 0.364903 0.261158 0.088886 0.088634 Expected Total MS Cnt: 2336.92 Backgound Scale: 1.03524. ITERATION NUMBER 839. Current Log-Posterior: 30434.6 Step Size: -2174.08875 Smoothing Hyper-parameters: 0.708527 0.565449 0.480920 0.422949 0.240741 0.179004 0.203683 Expected Total MS Cnt: 2354.71 Backgound Scale: 1.01317. ITERATION NUMBER 840. Current Log-Posterior: 28706.1 Step Size: -1728.475809 Smoothing Hyper-parameters: 0.647782 0.600415 0.455584 0.323851 0.200072 0.113942 0.187081 Expected Total MS Cnt: 2279.06 Backgound Scale: 1.03722. ITERATION NUMBER 841. Current Log-Posterior: 31116.7 Step Size: 2410.53065 Smoothing Hyper-parameters: 0.614910 0.677407 0.539710 0.297153 0.323226 0.309890 0.161202 Expected Total MS Cnt: 2340.82 Backgound Scale: 1.03117. ITERATION NUMBER 842. Current Log-Posterior: 31467.2 Step Size: 350.5081663 Smoothing Hyper-parameters: 0.623489 0.582668 0.426661 0.429685 0.271461 0.070218 0.352973 Expected Total MS Cnt: 2296.08 Backgound Scale: 1.05336. ITERATION NUMBER 843. Current Log-Posterior: 32477.3 Step Size: 1010.100278 Smoothing Hyper-parameters: 0.626419 0.583507 0.498598 0.428157 0.205210 0.310721 0.087117 Expected Total MS Cnt: 2382.16 Backgound Scale: 1.00926. ITERATION NUMBER 844. Current Log-Posterior: 31975.9 Step Size: -501.3445168 Smoothing Hyper-parameters: 0.588783 0.638610 0.471360 0.369960 0.334910 0.275345 0.197153 Expected Total MS Cnt: 2357.06 Backgound Scale: 1.01714. ITERATION NUMBER 845. Current Log-Posterior: 33140.8 Step Size: 1164.883468 Smoothing Hyper-parameters: 0.585316 0.644192 0.525548 0.367299 0.224668 0.119265 0.187566 Expected Total MS Cnt: 2471.22 Backgound Scale: 1.02109. ITERATION NUMBER 846. Current Log-Posterior: 33031 Step Size: -109.8366889 Smoothing Hyper-parameters: 0.606123 0.620422 0.537262 0.412202 0.233446 0.097108 0.252718 Expected Total MS Cnt: 2283.29 Backgound Scale: 1.03085. ITERATION NUMBER 847. Current Log-Posterior: 32345.7 Step Size: -685.2432746 Smoothing Hyper-parameters: 0.646577 0.614391 0.565145 0.380192 0.218768 0.116843 0.256075 Expected Total MS Cnt: 2364.04 Backgound Scale: 1.046. ITERATION NUMBER 848. Current Log-Posterior: 30607.7 Step Size: -1738.010949 Smoothing Hyper-parameters: 0.567069 0.639092 0.563981 0.422722 0.316450 0.263759 0.288457 Expected Total MS Cnt: 2311.45 Backgound Scale: 1.03324. ITERATION NUMBER 849. Current Log-Posterior: 33791.7 Step Size: 3183.95019 Smoothing Hyper-parameters: 0.521221 0.692943 0.545364 0.321617 0.383825 0.111270 0.167263 Expected Total MS Cnt: 2426.82 Backgound Scale: 1.02845. ITERATION NUMBER 850. Current Log-Posterior: 35618.8 Step Size: 1827.1374 Smoothing Hyper-parameters: 0.686637 0.676092 0.537955 0.305750 0.328953 0.174691 0.209472 Expected Total MS Cnt: 2409.31 Backgound Scale: 1.03724. ITERATION NUMBER 851. Current Log-Posterior: 28333 Step Size: -7285.765439 Smoothing Hyper-parameters: 0.676348 0.500346 0.501749 0.363281 0.234292 0.110121 0.307687 Expected Total MS Cnt: 2291.02 Backgound Scale: 1.03193. ITERATION NUMBER 852. Current Log-Posterior: 31006.7 Step Size: 2673.621838 Smoothing Hyper-parameters: 0.585109 0.646699 0.512020 0.329637 0.204671 0.187889 0.173448 Expected Total MS Cnt: 2386.08 Backgound Scale: 1.01569. ITERATION NUMBER 853. Current Log-Posterior: 33236.7 Step Size: 2230.006789 Smoothing Hyper-parameters: 0.631331 0.579060 0.535486 0.487391 0.256235 0.098340 0.158050 Expected Total MS Cnt: 2420.75 Backgound Scale: 1.02954. ITERATION NUMBER 854. Current Log-Posterior: 31766 Step Size: -1470.682948 Smoothing Hyper-parameters: 0.596798 0.622614 0.493439 0.338735 0.200321 0.224879 0.054278 Expected Total MS Cnt: 2446.71 Backgound Scale: 1.03217. ITERATION NUMBER 855. Current Log-Posterior: 32997.1 Step Size: 1231.113737 Smoothing Hyper-parameters: 0.648539 0.599278 0.456611 0.399317 0.389412 0.234481 0.193297 Expected Total MS Cnt: 2481.03 Backgound Scale: 1.02223. ITERATION NUMBER 856. Current Log-Posterior: 30863.9 Step Size: -2133.214168 Smoothing Hyper-parameters: 0.670716 0.563106 0.555308 0.317541 0.324075 0.289585 0.228681 Expected Total MS Cnt: 2688.66 Backgound Scale: 0.991181. ITERATION NUMBER 857. Current Log-Posterior: 30315.3 Step Size: -548.564219 Smoothing Hyper-parameters: 0.567582 0.692725 0.579891 0.367088 0.323095 0.178326 0.251322 Expected Total MS Cnt: 2462.89 Backgound Scale: 1.02003. ITERATION NUMBER 858. Current Log-Posterior: 33269 Step Size: 2953.721985 Smoothing Hyper-parameters: 0.631890 0.619092 0.555149 0.411388 0.294872 0.236785 0.129398 Expected Total MS Cnt: 2391.77 Backgound Scale: 1.02461. ITERATION NUMBER 859. Current Log-Posterior: 31100.1 Step Size: -2168.904187 Smoothing Hyper-parameters: 0.616657 0.662361 0.503897 0.362213 0.321845 0.221366 0.243242 Expected Total MS Cnt: 2508.09 Backgound Scale: 1.0261. ITERATION NUMBER 860. Current Log-Posterior: 31403.6 Step Size: 303.4090333 Smoothing Hyper-parameters: 0.543250 0.615793 0.583348 0.378573 0.318423 0.177386 0.131139 Expected Total MS Cnt: 2388.99 Backgound Scale: 1.03832. ITERATION NUMBER 861. Current Log-Posterior: 35200.1 Step Size: 3796.512212 Smoothing Hyper-parameters: 0.617789 0.571398 0.429918 0.377394 0.311454 0.341873 0.192839 Expected Total MS Cnt: 2491.85 Backgound Scale: 1.0288. ITERATION NUMBER 862. Current Log-Posterior: 32603.9 Step Size: -2596.12236 Smoothing Hyper-parameters: 0.575562 0.704429 0.432099 0.349671 0.249825 0.235105 0.273032 Expected Total MS Cnt: 2481.18 Backgound Scale: 1.03444. ITERATION NUMBER 863. Current Log-Posterior: 33177.5 Step Size: 573.5502393 Smoothing Hyper-parameters: 0.551798 0.650005 0.478423 0.415805 0.200374 0.228576 0.325609 Expected Total MS Cnt: 2434.66 Backgound Scale: 1.01677. ITERATION NUMBER 864. Current Log-Posterior: 34789.3 Step Size: 1611.791934 Smoothing Hyper-parameters: 0.552096 0.605631 0.578988 0.382943 0.236030 0.170677 0.185099 Expected Total MS Cnt: 2446.43 Backgound Scale: 1.03635. ITERATION NUMBER 865. Current Log-Posterior: 34885.3 Step Size: 96.05503315 Smoothing Hyper-parameters: 0.602080 0.625290 0.485501 0.414972 0.225070 0.124259 0.106628 Expected Total MS Cnt: 2395.74 Backgound Scale: 1.02679. ITERATION NUMBER 866. Current Log-Posterior: 32526.2 Step Size: -2359.108554 Smoothing Hyper-parameters: 0.585334 0.622681 0.457969 0.313110 0.237027 0.109887 0.248797 Expected Total MS Cnt: 2326.91 Backgound Scale: 1.02114. ITERATION NUMBER 867. Current Log-Posterior: 33614.9 Step Size: 1088.698522 Smoothing Hyper-parameters: 0.645304 0.613811 0.354530 0.384618 0.279272 0.268641 0.326955 Expected Total MS Cnt: 2490.9 Backgound Scale: 1.05241. ITERATION NUMBER 868. Current Log-Posterior: 31401.9 Step Size: -2213.020714 Smoothing Hyper-parameters: 0.608311 0.557110 0.457168 0.404955 0.236541 0.188708 0.316698 Expected Total MS Cnt: 2337.29 Backgound Scale: 1.03826. ITERATION NUMBER 869. Current Log-Posterior: 32948.2 Step Size: 1546.255994 Smoothing Hyper-parameters: 0.589528 0.591494 0.621648 0.374411 0.257629 0.182280 0.243524 Expected Total MS Cnt: 2342.38 Backgound Scale: 1.03616. ITERATION NUMBER 870. Current Log-Posterior: 33380.9 Step Size: 432.7013174 Smoothing Hyper-parameters: 0.605569 0.607574 0.436673 0.301043 0.371254 0.160644 0.082093 Expected Total MS Cnt: 2455.56 Backgound Scale: 1.03757. ITERATION NUMBER 871. Current Log-Posterior: 33047 Step Size: -333.8176873 Smoothing Hyper-parameters: 0.625012 0.668586 0.516065 0.410754 0.219941 0.249005 0.096773 Expected Total MS Cnt: 2401.07 Backgound Scale: 1.02186. ITERATION NUMBER 872. Current Log-Posterior: 31005.4 Step Size: -2041.609267 Smoothing Hyper-parameters: 0.674196 0.701130 0.403838 0.436816 0.242149 0.334500 0.132904 Expected Total MS Cnt: 2334.07 Backgound Scale: 1.01999. ITERATION NUMBER 873. Current Log-Posterior: 28953.8 Step Size: -2051.66816 Smoothing Hyper-parameters: 0.564295 0.596220 0.504260 0.409672 0.308803 0.191533 0.289860 Expected Total MS Cnt: 2364.98 Backgound Scale: 1.05134. ITERATION NUMBER 874. Current Log-Posterior: 34532.6 Step Size: 5578.807782 Smoothing Hyper-parameters: 0.628696 0.651203 0.539245 0.320794 0.321072 0.255849 0.128753 Expected Total MS Cnt: 2342.67 Backgound Scale: 1.03225. ITERATION NUMBER 875. Current Log-Posterior: 30957.2 Step Size: -3575.345986 Smoothing Hyper-parameters: 0.552220 0.623346 0.479751 0.318347 0.320226 0.149856 0.225469 Expected Total MS Cnt: 2393.73 Backgound Scale: 1.02674. ITERATION NUMBER 876. Current Log-Posterior: 35116.2 Step Size: 4158.932174 Smoothing Hyper-parameters: 0.628354 0.571876 0.469832 0.326960 0.201771 0.169951 0.307559 Expected Total MS Cnt: 2337.61 Backgound Scale: 1.02284. ITERATION NUMBER 877. Current Log-Posterior: 32281.4 Step Size: -2834.752883 Smoothing Hyper-parameters: 0.479007 0.593775 0.418393 0.389295 0.297928 0.268139 0.215239 Expected Total MS Cnt: 2415.1 Backgound Scale: 1.03035. ITERATION NUMBER 878. Current Log-Posterior: 39895 Step Size: 7613.630779 Smoothing Hyper-parameters: 0.565263 0.554118 0.523730 0.424564 0.259228 0.210382 0.281211 Expected Total MS Cnt: 2349.13 Backgound Scale: 1.02898. ITERATION NUMBER 879. Current Log-Posterior: 34797.2 Step Size: -5097.807024 Smoothing Hyper-parameters: 0.580316 0.511898 0.473154 0.341635 0.296225 0.145650 0.110873 Expected Total MS Cnt: 2425.73 Backgound Scale: 1.04318. ITERATION NUMBER 880. Current Log-Posterior: 35189 Step Size: 391.8083237 Smoothing Hyper-parameters: 0.626245 0.474918 0.500532 0.444548 0.292467 0.207491 0.264610 Expected Total MS Cnt: 2465.44 Backgound Scale: 1.03974. ITERATION NUMBER 881. Current Log-Posterior: 33396.9 Step Size: -1792.125439 Smoothing Hyper-parameters: 0.616918 0.656294 0.441500 0.375838 0.297764 0.152244 0.226038 Expected Total MS Cnt: 2531.79 Backgound Scale: 1.02064. ITERATION NUMBER 882. Current Log-Posterior: 31823.2 Step Size: -1573.722823 Smoothing Hyper-parameters: 0.632341 0.557931 0.591128 0.361802 0.273707 0.202932 0.171035 Expected Total MS Cnt: 2486.39 Backgound Scale: 1.02558. ITERATION NUMBER 883. Current Log-Posterior: 31810.1 Step Size: -13.08765928 Smoothing Hyper-parameters: 0.523260 0.695304 0.512187 0.394640 0.390451 0.180977 0.164655 Expected Total MS Cnt: 2459.59 Backgound Scale: 1.03288. ITERATION NUMBER 884. Current Log-Posterior: 35644.5 Step Size: 3834.419911 Smoothing Hyper-parameters: 0.634169 0.575374 0.516637 0.316988 0.278995 0.182658 0.204930 Expected Total MS Cnt: 2436.37 Backgound Scale: 1.01791. ITERATION NUMBER 885. Current Log-Posterior: 31856.2 Step Size: -3788.37294 Smoothing Hyper-parameters: 0.592165 0.676702 0.562471 0.369776 0.279471 0.123051 0.114273 Expected Total MS Cnt: 2389.8 Backgound Scale: 1.01501. ITERATION NUMBER 886. Current Log-Posterior: 32388.6 Step Size: 532.4854365 Smoothing Hyper-parameters: 0.614693 0.584014 0.481688 0.361343 0.344273 0.061907 0.178179 Expected Total MS Cnt: 2464.66 Backgound Scale: 1.02243. ITERATION NUMBER 887. Current Log-Posterior: 32596.7 Step Size: 208.0526994 Smoothing Hyper-parameters: 0.579393 0.657014 0.543898 0.421479 0.181423 0.195733 0.188482 Expected Total MS Cnt: 2363.65 Backgound Scale: 1.0204. ITERATION NUMBER 888. Current Log-Posterior: 33086.4 Step Size: 489.7484612 Smoothing Hyper-parameters: 0.632826 0.626191 0.493955 0.393298 0.267753 0.310091 0.236560 Expected Total MS Cnt: 2304.68 Backgound Scale: 1.03083. ITERATION NUMBER 889. Current Log-Posterior: 31103.4 Step Size: -1983.0287 Smoothing Hyper-parameters: 0.556687 0.600506 0.557149 0.433666 0.404814 0.158077 0.222654 Expected Total MS Cnt: 2404.78 Backgound Scale: 1.03132. ITERATION NUMBER 890. Current Log-Posterior: 34817.8 Step Size: 3714.372164 Smoothing Hyper-parameters: 0.587152 0.664684 0.528530 0.328282 0.313542 0.270181 0.126709 Expected Total MS Cnt: 2297.26 Backgound Scale: 1.02798. ITERATION NUMBER 891. Current Log-Posterior: 32624.6 Step Size: -2193.20234 Smoothing Hyper-parameters: 0.554400 0.566718 0.502948 0.315310 0.263406 0.320784 0.148092 Expected Total MS Cnt: 2277.91 Backgound Scale: 1.03662. ITERATION NUMBER 892. Current Log-Posterior: 35804.7 Step Size: 3180.073234 Smoothing Hyper-parameters: 0.555749 0.578312 0.388335 0.374867 0.269471 0.140263 0.152439 Expected Total MS Cnt: 2314.73 Backgound Scale: 1.03039. ITERATION NUMBER 893. Current Log-Posterior: 35840.8 Step Size: 36.10873145 Smoothing Hyper-parameters: 0.628402 0.635889 0.506751 0.365154 0.212004 0.119172 0.221479 Expected Total MS Cnt: 2373.61 Backgound Scale: 1.04196. ITERATION NUMBER 894. Current Log-Posterior: 31309.2 Step Size: -4531.584839 Smoothing Hyper-parameters: 0.515441 0.701006 0.439742 0.389904 0.211637 0.080615 0.196455 Expected Total MS Cnt: 2361.07 Backgound Scale: 1.02197. ITERATION NUMBER 895. Current Log-Posterior: 36453.4 Step Size: 5144.187917 Smoothing Hyper-parameters: 0.613711 0.566369 0.429969 0.425210 0.206224 0.212579 0.254911 Expected Total MS Cnt: 2404.89 Backgound Scale: 1.00659. ITERATION NUMBER 896. Current Log-Posterior: 32985.8 Step Size: -3467.562472 Smoothing Hyper-parameters: 0.556619 0.678267 0.514898 0.345992 0.306917 0.182394 0.225719 Expected Total MS Cnt: 2416.81 Backgound Scale: 1.0274. ITERATION NUMBER 897. Current Log-Posterior: 34130.8 Step Size: 1145.035147 Smoothing Hyper-parameters: 0.582896 0.694084 0.526712 0.358455 0.216573 0.220738 0.224970 Expected Total MS Cnt: 2330.98 Backgound Scale: 1.03514. ITERATION NUMBER 898. Current Log-Posterior: 32770.3 Step Size: -1360.542226 Smoothing Hyper-parameters: 0.546696 0.655554 0.502537 0.417298 0.311105 0.277121 0.142812 Expected Total MS Cnt: 2320.55 Backgound Scale: 1.03705. ITERATION NUMBER 899. Current Log-Posterior: 34940.6 Step Size: 2170.350055 Smoothing Hyper-parameters: 0.589142 0.666452 0.545358 0.356358 0.171815 0.367451 0.149372 Expected Total MS Cnt: 2367.33 Backgound Scale: 1.03289. ITERATION NUMBER 900. Current Log-Posterior: 32741.4 Step Size: -2199.20954 Smoothing Hyper-parameters: 0.594640 0.659919 0.586983 0.454210 0.213597 0.094070 0.180734 Expected Total MS Cnt: 2390.61 Backgound Scale: 1.04163. ITERATION NUMBER 901. Current Log-Posterior: 32393.5 Step Size: -347.9723194 Smoothing Hyper-parameters: 0.618637 0.659996 0.439697 0.374134 0.288509 0.148711 0.232919 Expected Total MS Cnt: 2402.5 Backgound Scale: 1.01834. ITERATION NUMBER 902. Current Log-Posterior: 31772.1 Step Size: -621.4099175 Smoothing Hyper-parameters: 0.601628 0.660929 0.471800 0.324255 0.309505 0.093897 0.166087 Expected Total MS Cnt: 2460.26 Backgound Scale: 1.04567. ITERATION NUMBER 903. Current Log-Posterior: 32571.9 Step Size: 799.829386 Smoothing Hyper-parameters: 0.580642 0.632612 0.514545 0.377675 0.260551 0.225637 0.182176 Expected Total MS Cnt: 2366.19 Backgound Scale: 1.04738. ITERATION NUMBER 904. Current Log-Posterior: 33500.9 Step Size: 929.0051869 Smoothing Hyper-parameters: 0.644273 0.613410 0.519785 0.380171 0.338158 0.295072 0.192263 Expected Total MS Cnt: 2490.99 Backgound Scale: 1.02844. ITERATION NUMBER 905. Current Log-Posterior: 30777.5 Step Size: -2723.427851 Smoothing Hyper-parameters: 0.623665 0.602177 0.520190 0.413271 0.221442 0.254208 0.163677 Expected Total MS Cnt: 2500.24 Backgound Scale: 1.01418. ITERATION NUMBER 906. Current Log-Posterior: 31650.9 Step Size: 873.4004053 Smoothing Hyper-parameters: 0.600162 0.576570 0.471754 0.344663 0.272297 0.202229 0.124855 Expected Total MS Cnt: 2429.76 Backgound Scale: 1.0244. ITERATION NUMBER 907. Current Log-Posterior: 33215.9 Step Size: 1565.013192 Smoothing Hyper-parameters: 0.608175 0.573667 0.461115 0.406441 0.225707 0.292534 0.177235 Expected Total MS Cnt: 2478.86 Backgound Scale: 1.0282. ITERATION NUMBER 908. Current Log-Posterior: 32991.7 Step Size: -224.1792067 Smoothing Hyper-parameters: 0.649041 0.557670 0.488110 0.371032 0.360125 0.171308 0.260351 Expected Total MS Cnt: 2395.43 Backgound Scale: 1.0449. ITERATION NUMBER 909. Current Log-Posterior: 31443.8 Step Size: -1547.913355 Smoothing Hyper-parameters: 0.555067 0.702401 0.495652 0.375061 0.414644 0.192903 0.122824 Expected Total MS Cnt: 2425.66 Backgound Scale: 1.02288. ITERATION NUMBER 910. Current Log-Posterior: 33954.3 Step Size: 2510.467915 Smoothing Hyper-parameters: 0.564430 0.560090 0.438945 0.343250 0.298993 0.255714 0.073793 Expected Total MS Cnt: 2280.4 Backgound Scale: 1.04387. ITERATION NUMBER 911. Current Log-Posterior: 35377.8 Step Size: 1423.528222 Smoothing Hyper-parameters: 0.589973 0.690293 0.431873 0.397070 0.329506 0.142658 0.166944 Expected Total MS Cnt: 2197.42 Backgound Scale: 1.0402. ITERATION NUMBER 912. Current Log-Posterior: 32589.9 Step Size: -2787.853248 Smoothing Hyper-parameters: 0.548156 0.617050 0.585662 0.395927 0.282201 0.136996 0.210279 Expected Total MS Cnt: 2290.75 Backgound Scale: 1.02978. ITERATION NUMBER 913. Current Log-Posterior: 35051.5 Step Size: 2461.605672 Smoothing Hyper-parameters: 0.563619 0.635479 0.483876 0.403551 0.253429 0.131552 0.235335 Expected Total MS Cnt: 2388.89 Backgound Scale: 1.029. ITERATION NUMBER 914. Current Log-Posterior: 34210.5 Step Size: -841.007125 Smoothing Hyper-parameters: 0.549276 0.563835 0.500170 0.349446 0.331207 0.153787 0.289237 Expected Total MS Cnt: 2352.5 Backgound Scale: 1.03153. ITERATION NUMBER 915. Current Log-Posterior: 35763.6 Step Size: 1553.035002 Smoothing Hyper-parameters: 0.591587 0.615770 0.484551 0.420310 0.289997 0.240969 0.248397 Expected Total MS Cnt: 2428.27 Backgound Scale: 1.01485. ITERATION NUMBER 916. Current Log-Posterior: 33080.1 Step Size: -2683.493037 Smoothing Hyper-parameters: 0.606003 0.634757 0.499493 0.378659 0.252928 0.219573 0.198208 Expected Total MS Cnt: 2376.79 Backgound Scale: 1.02106. ITERATION NUMBER 917. Current Log-Posterior: 32317.8 Step Size: -762.2230261 Smoothing Hyper-parameters: 0.603407 0.583743 0.480620 0.393381 0.300539 0.275140 0.293771 Expected Total MS Cnt: 2521.14 Backgound Scale: 1.02033. ITERATION NUMBER 918. Current Log-Posterior: 32985.6 Step Size: 667.7676479 Smoothing Hyper-parameters: 0.564626 0.617650 0.487120 0.392617 0.296034 0.147489 0.295114 Expected Total MS Cnt: 2441.38 Backgound Scale: 1.02544. ITERATION NUMBER 919. Current Log-Posterior: 34386.2 Step Size: 1400.570197 Smoothing Hyper-parameters: 0.629536 0.659414 0.510940 0.377137 0.354357 0.231640 0.200536 Expected Total MS Cnt: 2528.59 Backgound Scale: 1.02738. ITERATION NUMBER 920. Current Log-Posterior: 30757.7 Step Size: -3628.528689 Smoothing Hyper-parameters: 0.594379 0.649803 0.474993 0.393519 0.360874 0.267119 0.202144 Expected Total MS Cnt: 2502.53 Backgound Scale: 1.01303. ITERATION NUMBER 921. Current Log-Posterior: 32680.2 Step Size: 1922.54239 Smoothing Hyper-parameters: 0.593451 0.592803 0.499494 0.374699 0.348746 0.308552 0.200914 Expected Total MS Cnt: 2414.21 Backgound Scale: 1.01557. ITERATION NUMBER 922. Current Log-Posterior: 33125.5 Step Size: 445.3335853 Smoothing Hyper-parameters: 0.598350 0.666501 0.528218 0.415199 0.301939 0.345257 0.224688 Expected Total MS Cnt: 2430.11 Backgound Scale: 1.02295. ITERATION NUMBER 923. Current Log-Posterior: 32114.9 Step Size: -1010.636735 Smoothing Hyper-parameters: 0.547965 0.618174 0.535256 0.420201 0.395469 0.195238 0.303341 Expected Total MS Cnt: 2375.06 Backgound Scale: 1.01742. ITERATION NUMBER 924. Current Log-Posterior: 35072.4 Step Size: 2957.479322 Smoothing Hyper-parameters: 0.647689 0.592723 0.496523 0.307353 0.141601 0.228891 0.257753 Expected Total MS Cnt: 2499.18 Backgound Scale: 1.04361. ITERATION NUMBER 925. Current Log-Posterior: 31074 Step Size: -3998.373079 Smoothing Hyper-parameters: 0.609432 0.590999 0.502894 0.414804 0.197181 0.170295 0.141928 Expected Total MS Cnt: 2414.95 Backgound Scale: 1.01727. ITERATION NUMBER 926. Current Log-Posterior: 32521.2 Step Size: 1447.154224 Smoothing Hyper-parameters: 0.568781 0.708822 0.514407 0.405142 0.276997 0.184490 0.204153 Expected Total MS Cnt: 2494.93 Backgound Scale: 1.01907. ITERATION NUMBER 927. Current Log-Posterior: 33255 Step Size: 733.8596919 Smoothing Hyper-parameters: 0.598173 0.637389 0.516666 0.397611 0.355861 0.270159 0.214505 Expected Total MS Cnt: 2425.7 Backgound Scale: 1.02168. ITERATION NUMBER 928. Current Log-Posterior: 32379.6 Step Size: -875.4093983 Smoothing Hyper-parameters: 0.595018 0.618401 0.470066 0.382259 0.367803 0.221968 0.207218 Expected Total MS Cnt: 2431.88 Backgound Scale: 1.0139. ITERATION NUMBER 929. Current Log-Posterior: 33067.4 Step Size: 687.7657672 Smoothing Hyper-parameters: 0.624672 0.553746 0.507319 0.393073 0.175936 0.264771 0.264788 Expected Total MS Cnt: 2433.69 Backgound Scale: 1.01335. ITERATION NUMBER 930. Current Log-Posterior: 32497.3 Step Size: -570.105354 Smoothing Hyper-parameters: 0.594038 0.698637 0.491110 0.350176 0.255148 0.245543 0.095599 Expected Total MS Cnt: 2570.38 Backgound Scale: 1.01397. ITERATION NUMBER 931. Current Log-Posterior: 32270 Step Size: -227.2208338 Smoothing Hyper-parameters: 0.614834 0.674276 0.555758 0.382150 0.261462 0.140926 0.273589 Expected Total MS Cnt: 2436.52 Backgound Scale: 1.02969. ITERATION NUMBER 932. Current Log-Posterior: 31289.6 Step Size: -980.4463739 Smoothing Hyper-parameters: 0.588416 0.566902 0.517581 0.358064 0.300303 0.273624 0.310823 Expected Total MS Cnt: 2434.79 Backgound Scale: 1.02307. ITERATION NUMBER 933. Current Log-Posterior: 33715.6 Step Size: 2425.994008 Smoothing Hyper-parameters: 0.567193 0.638762 0.459432 0.396288 0.243215 0.175965 0.229875 Expected Total MS Cnt: 2426.64 Backgound Scale: 1.00598. ITERATION NUMBER 934. Current Log-Posterior: 34093.8 Step Size: 378.1653208 Smoothing Hyper-parameters: 0.633838 0.639091 0.552438 0.401359 0.285516 0.138438 0.178583 Expected Total MS Cnt: 2379.6 Backgound Scale: 1.02739. ITERATION NUMBER 935. Current Log-Posterior: 30867.7 Step Size: -3226.032504 Smoothing Hyper-parameters: 0.606967 0.597747 0.433523 0.374799 0.245439 0.309560 0.224883 Expected Total MS Cnt: 2382.59 Backgound Scale: 1.04107. ITERATION NUMBER 936. Current Log-Posterior: 32828.4 Step Size: 1960.640088 Smoothing Hyper-parameters: 0.556624 0.625215 0.519038 0.352198 0.281836 0.168669 0.164856 Expected Total MS Cnt: 2309.29 Backgound Scale: 1.02806. ITERATION NUMBER 937. Current Log-Posterior: 34524.9 Step Size: 1696.546337 Smoothing Hyper-parameters: 0.545708 0.630500 0.448053 0.348849 0.321327 0.219100 0.407437 Expected Total MS Cnt: 2332.46 Backgound Scale: 1.04741. ITERATION NUMBER 938. Current Log-Posterior: 35445.3 Step Size: 920.3494368 Smoothing Hyper-parameters: 0.639569 0.595396 0.471934 0.401201 0.307534 0.226282 0.338346 Expected Total MS Cnt: 2200.26 Backgound Scale: 1.03882. ITERATION NUMBER 939. Current Log-Posterior: 31377.9 Step Size: -4067.370371 Smoothing Hyper-parameters: 0.606606 0.696737 0.477296 0.317107 0.173699 0.280780 0.374247 Expected Total MS Cnt: 2313.92 Backgound Scale: 1.02571. ITERATION NUMBER 940. Current Log-Posterior: 31779 Step Size: 401.137831 Smoothing Hyper-parameters: 0.604119 0.577739 0.483535 0.418196 0.350086 0.159495 0.104611 Expected Total MS Cnt: 2264.41 Backgound Scale: 1.01763. ITERATION NUMBER 941. Current Log-Posterior: 32906.4 Step Size: 1127.369286 Smoothing Hyper-parameters: 0.644385 0.638185 0.452862 0.354269 0.310201 0.172162 0.158540 Expected Total MS Cnt: 2297.98 Backgound Scale: 1.02999. ITERATION NUMBER 942. Current Log-Posterior: 30896.1 Step Size: -2010.323923 Smoothing Hyper-parameters: 0.560426 0.692752 0.552167 0.309256 0.404257 0.158367 0.183577 Expected Total MS Cnt: 2311.19 Backgound Scale: 1.04105. ITERATION NUMBER 943. Current Log-Posterior: 33758.3 Step Size: 2862.183357 Smoothing Hyper-parameters: 0.610571 0.535715 0.573354 0.350967 0.342748 0.297146 0.137526 Expected Total MS Cnt: 2319.31 Backgound Scale: 1.06351. ITERATION NUMBER 944. Current Log-Posterior: 32935.7 Step Size: -822.5136654 Smoothing Hyper-parameters: 0.602307 0.674198 0.463570 0.372884 0.371040 0.241643 0.112921 Expected Total MS Cnt: 2220.3 Backgound Scale: 1.04799. ITERATION NUMBER 945. Current Log-Posterior: 32148.5 Step Size: -787.280938 Smoothing Hyper-parameters: 0.605719 0.670762 0.426974 0.425886 0.383975 0.191358 0.241238 Expected Total MS Cnt: 2260.31 Backgound Scale: 1.03325. ITERATION NUMBER 946. Current Log-Posterior: 32167.4 Step Size: 18.93756898 Smoothing Hyper-parameters: 0.579277 0.625562 0.480506 0.421033 0.446794 0.196470 0.213451 Expected Total MS Cnt: 2274.73 Backgound Scale: 1.03959. ITERATION NUMBER 947. Current Log-Posterior: 33488.9 Step Size: 1321.458488 Smoothing Hyper-parameters: 0.617556 0.611854 0.400273 0.435848 0.334454 0.131082 0.236563 Expected Total MS Cnt: 2343.3 Backgound Scale: 1.05092. ITERATION NUMBER 948. Current Log-Posterior: 32314.1 Step Size: -1174.76195 Smoothing Hyper-parameters: 0.621152 0.576195 0.507549 0.317152 0.214061 0.139313 0.199586 Expected Total MS Cnt: 2216.61 Backgound Scale: 1.02251. ITERATION NUMBER 949. Current Log-Posterior: 32368.4 Step Size: 54.34204888 Smoothing Hyper-parameters: 0.552285 0.610976 0.373478 0.376058 0.298326 0.217767 0.302118 Expected Total MS Cnt: 2203.25 Backgound Scale: 1.03428. ITERATION NUMBER 950. Current Log-Posterior: 35589.6 Step Size: 3221.183254 Smoothing Hyper-parameters: 0.615592 0.526578 0.481300 0.413966 0.248867 0.139508 0.227813 Expected Total MS Cnt: 2146.03 Backgound Scale: 1.0327. ITERATION NUMBER 951. Current Log-Posterior: 33164.4 Step Size: -2425.23266 Smoothing Hyper-parameters: 0.624511 0.597743 0.489555 0.368840 0.205968 0.178068 0.175412 Expected Total MS Cnt: 2213.66 Backgound Scale: 1.03863. ITERATION NUMBER 952. Current Log-Posterior: 31908 Step Size: -1256.376415 Smoothing Hyper-parameters: 0.607009 0.621763 0.489602 0.424976 0.361390 0.141324 0.206896 Expected Total MS Cnt: 2276.78 Backgound Scale: 1.02375. ITERATION NUMBER 953. Current Log-Posterior: 32310 Step Size: 402.028641 Smoothing Hyper-parameters: 0.566541 0.666085 0.416657 0.352850 0.136944 0.144818 0.127636 Expected Total MS Cnt: 2385.27 Backgound Scale: 1.02974. ITERATION NUMBER 954. Current Log-Posterior: 34239.1 Step Size: 1929.069091 Smoothing Hyper-parameters: 0.570373 0.583203 0.455168 0.320866 0.223938 0.132406 0.112505 Expected Total MS Cnt: 2271.02 Backgound Scale: 1.03524. ITERATION NUMBER 955. Current Log-Posterior: 34852.1 Step Size: 613.0123292 Smoothing Hyper-parameters: 0.602018 0.648589 0.453922 0.312398 0.225664 0.152429 0.246458 Expected Total MS Cnt: 2332.75 Backgound Scale: 1.03085. ITERATION NUMBER 956. Current Log-Posterior: 32674.3 Step Size: -2177.806139 Smoothing Hyper-parameters: 0.575651 0.713488 0.393776 0.356844 0.105929 0.175549 0.150535 Expected Total MS Cnt: 2410.07 Backgound Scale: 1.04451. ITERATION NUMBER 957. Current Log-Posterior: 33702.3 Step Size: 1027.976239 Smoothing Hyper-parameters: 0.569154 0.643052 0.501264 0.305311 0.220195 0.102929 0.198066 Expected Total MS Cnt: 2540.99 Backgound Scale: 1.02806. ITERATION NUMBER 958. Current Log-Posterior: 34077.1 Step Size: 374.7801292 Smoothing Hyper-parameters: 0.687765 0.605782 0.604971 0.366607 0.169104 0.144649 0.133467 Expected Total MS Cnt: 2522.84 Backgound Scale: 1.0199. ITERATION NUMBER 959. Current Log-Posterior: 28852.4 Step Size: -5224.623649 Smoothing Hyper-parameters: 0.661387 0.623226 0.514488 0.356747 0.272742 0.332049 0.198704 Expected Total MS Cnt: 2502.8 Backgound Scale: 1.01396. ITERATION NUMBER 960. Current Log-Posterior: 29984.1 Step Size: 1131.679294 Smoothing Hyper-parameters: 0.566424 0.590673 0.409465 0.342373 0.331302 0.159898 0.079471 Expected Total MS Cnt: 2444.41 Backgound Scale: 1.02531. ITERATION NUMBER 961. Current Log-Posterior: 34917.7 Step Size: 4933.542083 Smoothing Hyper-parameters: 0.592255 0.648396 0.404434 0.374111 0.200251 0.177301 0.232626 Expected Total MS Cnt: 2387.34 Backgound Scale: 1.0221. ITERATION NUMBER 962. Current Log-Posterior: 33176.5 Step Size: -1741.137825 Smoothing Hyper-parameters: 0.614116 0.611151 0.549412 0.353216 0.307894 0.219774 0.210152 Expected Total MS Cnt: 2390.96 Backgound Scale: 1.03547. ITERATION NUMBER 963. Current Log-Posterior: 32025.9 Step Size: -1150.647947 Smoothing Hyper-parameters: 0.561481 0.636413 0.475861 0.354889 0.236171 0.081429 0.223721 Expected Total MS Cnt: 2415.41 Backgound Scale: 1.01728. ITERATION NUMBER 964. Current Log-Posterior: 34588.8 Step Size: 2562.917983 Smoothing Hyper-parameters: 0.582446 0.598754 0.490468 0.338746 0.212124 0.236027 0.322312 Expected Total MS Cnt: 2428.3 Backgound Scale: 1.02693. ITERATION NUMBER 965. Current Log-Posterior: 33975 Step Size: -613.8324447 Smoothing Hyper-parameters: 0.602865 0.624559 0.510304 0.408276 0.237506 0.190286 0.268487 Expected Total MS Cnt: 2434.74 Backgound Scale: 1.03372. ITERATION NUMBER 966. Current Log-Posterior: 32612.8 Step Size: -1362.186726 Smoothing Hyper-parameters: 0.646556 0.530086 0.499015 0.233026 0.311629 0.129970 0.081920 Expected Total MS Cnt: 2440.74 Backgound Scale: 1.01674. ITERATION NUMBER 967. Current Log-Posterior: 31971.8 Step Size: -640.9465688 Smoothing Hyper-parameters: 0.604263 0.588170 0.444979 0.430092 0.243280 0.089210 0.303032 Expected Total MS Cnt: 2423.81 Backgound Scale: 1.03791. ITERATION NUMBER 968. Current Log-Posterior: 33077 Step Size: 1105.122391 Smoothing Hyper-parameters: 0.669854 0.599836 0.420658 0.388621 0.364557 0.091388 0.183069 Expected Total MS Cnt: 2421.91 Backgound Scale: 1.02817. ITERATION NUMBER 969. Current Log-Posterior: 30228.6 Step Size: -2848.369508 Smoothing Hyper-parameters: 0.623735 0.613624 0.502182 0.402369 0.136262 0.130274 0.284982 Expected Total MS Cnt: 2275.67 Backgound Scale: 1.0415. ITERATION NUMBER 970. Current Log-Posterior: 31858.1 Step Size: 1629.472329 Smoothing Hyper-parameters: 0.587754 0.681662 0.576800 0.440486 0.195423 0.142859 0.251815 Expected Total MS Cnt: 2290.85 Backgound Scale: 1.03638. ITERATION NUMBER 971. Current Log-Posterior: 32370.7 Step Size: 512.6659572 Smoothing Hyper-parameters: 0.556624 0.591428 0.500748 0.318533 0.319525 0.163688 0.218568 Expected Total MS Cnt: 2304.28 Backgound Scale: 1.04087. ITERATION NUMBER 972. Current Log-Posterior: 35247.9 Step Size: 2877.201854 Smoothing Hyper-parameters: 0.598692 0.625487 0.541127 0.360911 0.271107 0.064409 0.246093 Expected Total MS Cnt: 2316.22 Backgound Scale: 1.04235. ITERATION NUMBER 973. Current Log-Posterior: 32709.4 Step Size: -2538.572939 Smoothing Hyper-parameters: 0.620472 0.615411 0.469301 0.279338 0.248252 0.182792 0.215140 Expected Total MS Cnt: 2326.7 Backgound Scale: 1.03176. ITERATION NUMBER 974. Current Log-Posterior: 31910.1 Step Size: -799.2593144 Smoothing Hyper-parameters: 0.526045 0.591111 0.501432 0.288239 0.224059 0.114460 0.123964 Expected Total MS Cnt: 2374.75 Backgound Scale: 1.035. ITERATION NUMBER 975. Current Log-Posterior: 37036.8 Step Size: 5126.724681 Smoothing Hyper-parameters: 0.614329 0.544268 0.466202 0.502063 0.153925 0.144438 0.233014 Expected Total MS Cnt: 2348.47 Backgound Scale: 1.03078. ITERATION NUMBER 976. Current Log-Posterior: 33004 Step Size: -4032.809148 Smoothing Hyper-parameters: 0.639472 0.632637 0.499815 0.376352 0.330725 0.172715 0.231262 Expected Total MS Cnt: 2334.59 Backgound Scale: 1.0444. ITERATION NUMBER 977. Current Log-Posterior: 30710.5 Step Size: -2293.543277 Smoothing Hyper-parameters: 0.591896 0.608789 0.501263 0.338809 0.219641 0.320929 0.129422 Expected Total MS Cnt: 2290.45 Backgound Scale: 1.02396. ITERATION NUMBER 978. Current Log-Posterior: 33348.1 Step Size: 2637.584726 Smoothing Hyper-parameters: 0.590921 0.576402 0.460031 0.363682 0.229519 0.164639 0.307237 Expected Total MS Cnt: 2354.83 Backgound Scale: 1.0432. ITERATION NUMBER 979. Current Log-Posterior: 33925.4 Step Size: 577.3586366 Smoothing Hyper-parameters: 0.593882 0.548494 0.479406 0.364327 0.396129 0.107920 0.225422 Expected Total MS Cnt: 2356.13 Backgound Scale: 1.043. ITERATION NUMBER 980. Current Log-Posterior: 33992.2 Step Size: 66.81142181 Smoothing Hyper-parameters: 0.587137 0.625244 0.526482 0.389600 0.256534 0.161881 0.252797 Expected Total MS Cnt: 2441.63 Backgound Scale: 1.03329. ITERATION NUMBER 981. Current Log-Posterior: 33106 Step Size: -886.2050165 Smoothing Hyper-parameters: 0.642386 0.664802 0.560474 0.375505 0.382308 0.180889 0.160423 Expected Total MS Cnt: 2446.82 Backgound Scale: 1.02874. ITERATION NUMBER 982. Current Log-Posterior: 30106.4 Step Size: -2999.623685 Smoothing Hyper-parameters: 0.604524 0.577218 0.529588 0.390568 0.301932 0.293827 0.108999 Expected Total MS Cnt: 2403.51 Backgound Scale: 1.03138. ITERATION NUMBER 983. Current Log-Posterior: 32739.5 Step Size: 2633.126929 Smoothing Hyper-parameters: 0.596381 0.535357 0.480108 0.454515 0.268523 0.265370 0.188141 Expected Total MS Cnt: 2407.6 Backgound Scale: 1.03299. ITERATION NUMBER 984. Current Log-Posterior: 33766.4 Step Size: 1026.866339 Smoothing Hyper-parameters: 0.594420 0.497807 0.501363 0.366627 0.223771 0.167188 0.094764 Expected Total MS Cnt: 2457.62 Backgound Scale: 1.02528. ITERATION NUMBER 985. Current Log-Posterior: 34616.7 Step Size: 850.3520545 Smoothing Hyper-parameters: 0.636154 0.524229 0.456110 0.325531 0.185074 0.246046 0.324727 Expected Total MS Cnt: 2429.33 Backgound Scale: 1.0332. ITERATION NUMBER 986. Current Log-Posterior: 32509.1 Step Size: -2107.609518 Smoothing Hyper-parameters: 0.577616 0.654032 0.492989 0.362112 0.326054 0.180031 0.265569 Expected Total MS Cnt: 2439.78 Backgound Scale: 1.02796. ITERATION NUMBER 987. Current Log-Posterior: 33357.4 Step Size: 848.2476011 Smoothing Hyper-parameters: 0.598720 0.570792 0.526198 0.399180 0.250441 0.208919 0.107293 Expected Total MS Cnt: 2369.21 Backgound Scale: 1.0184. ITERATION NUMBER 988. Current Log-Posterior: 33341.6 Step Size: -15.81358837 Smoothing Hyper-parameters: 0.593600 0.533905 0.485992 0.317095 0.342021 0.212122 0.280207 Expected Total MS Cnt: 2369.55 Backgound Scale: 1.02491. ITERATION NUMBER 989. Current Log-Posterior: 34174.1 Step Size: 832.5576487 Smoothing Hyper-parameters: 0.611686 0.597214 0.505157 0.370499 0.273267 0.164182 0.215401 Expected Total MS Cnt: 2349.93 Backgound Scale: 1.02376. ITERATION NUMBER 990. Current Log-Posterior: 32517.4 Step Size: -1656.746813 Smoothing Hyper-parameters: 0.622448 0.698854 0.517526 0.262010 0.303739 0.201609 0.173477 Expected Total MS Cnt: 2311.5 Backgound Scale: 1.05553. ITERATION NUMBER 991. Current Log-Posterior: 31009.5 Step Size: -1507.894316 Smoothing Hyper-parameters: 0.589152 0.626895 0.510446 0.349637 0.261329 0.164410 0.171648 Expected Total MS Cnt: 2330.03 Backgound Scale: 1.0242. ITERATION NUMBER 992. Current Log-Posterior: 33234.3 Step Size: 2224.815126 Smoothing Hyper-parameters: 0.670730 0.662103 0.467423 0.376241 0.307089 0.328465 0.186040 Expected Total MS Cnt: 2356.57 Backgound Scale: 1.05234. ITERATION NUMBER 993. Current Log-Posterior: 29210.8 Step Size: -4023.51239 Smoothing Hyper-parameters: 0.587434 0.605177 0.520471 0.363807 0.213665 0.180090 0.450937 Expected Total MS Cnt: 2328.68 Backgound Scale: 1.03865. ITERATION NUMBER 994. Current Log-Posterior: 33571.2 Step Size: 4360.388344 Smoothing Hyper-parameters: 0.639360 0.632748 0.571747 0.336125 0.232312 0.171970 0.174357 Expected Total MS Cnt: 2331.47 Backgound Scale: 1.04207. ITERATION NUMBER 995. Current Log-Posterior: 30771.6 Step Size: -2799.53467 Smoothing Hyper-parameters: 0.566296 0.642682 0.505458 0.409064 0.356176 0.132531 0.225725 Expected Total MS Cnt: 2357.26 Backgound Scale: 1.05278. ITERATION NUMBER 996. Current Log-Posterior: 33890 Step Size: 3118.31854 Smoothing Hyper-parameters: 0.621733 0.547238 0.432226 0.321912 0.245848 0.107311 0.185840 Expected Total MS Cnt: 2365.02 Backgound Scale: 1.02621. ITERATION NUMBER 997. Current Log-Posterior: 32857.8 Step Size: -1032.139009 Smoothing Hyper-parameters: 0.602666 0.625657 0.471449 0.373044 0.368594 0.177221 0.199661 Expected Total MS Cnt: 2376.84 Backgound Scale: 1.02735. ITERATION NUMBER 998. Current Log-Posterior: 32544.1 Step Size: -313.7299041 Smoothing Hyper-parameters: 0.616456 0.621137 0.501828 0.440348 0.365307 0.278837 0.149602 Expected Total MS Cnt: 2389.82 Backgound Scale: 1.01525. ITERATION NUMBER 999. Current Log-Posterior: 31850.1 Step Size: -693.9566676 Smoothing Hyper-parameters: 0.693221 0.532940 0.485781 0.395317 0.244825 0.160523 0.196839 Expected Total MS Cnt: 2395.56 Backgound Scale: 1.01573. ITERATION NUMBER 1000. Current Log-Posterior: 29862 Step Size: -1988.123218 Smoothing Hyper-parameters: 0.573711 0.686042 0.531739 0.378545 0.239952 0.149341 0.173266 Expected Total MS Cnt: 2352.38 Backgound Scale: 1.04084. > movie(mcmc.sample)