/usr/lib/python2.6/dist-packages/pytz/__init__.py:32: UserWarning: Module matplotlib was already imported from /usr/lib/pymodules/python2.6/matplotlib/__init__.py, but /usr/lib/pymodules/python2.6 is being added to sys.path from pkg_resources import resource_stream tick_params() is not available in this matplotlib version Munging data... Got 432 dates from EXIF burp. Number of images: 1338 n data 1338 no dates 906 yes dates 432 not in 23 yes in 409 Plotting trajectory traj-default-064-015-000.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-000.png Running MCMC mcmc-default-064-015-000.pickle manylnprob(): lnp = [-28557.68678486 -28548.6902669 -28538.42442374 -28542.36706833 -28578.56911327 -28556.85514873 -28579.99389324 -28554.73916303 -28548.71653939 -28559.06792395 -28561.35836807 -28546.26045963 -28553.76070367 -28582.33281326 -28533.0421861 -28594.56401794 -28555.99453129 -28562.02318556 -28545.47639989 -28549.35352099 -28552.7078401 -28550.63854557 -28543.94311408 -28546.3426365 -28572.24597304 -28555.42048473 -28534.01034812 -28543.97425755 -28543.36454438 -28606.62190289 -28553.02645477 -28599.62457568 -28599.88276477 -28599.76162463 -28566.53329363 -28560.09409248 -28557.19127878 -28565.70586092 -28561.2498468 -28558.74899887 -28541.44450304 -28550.04823582 -28550.69813012 -28540.26501114 -28567.20742692 -28542.82444648 -28556.83145518 -28591.5563085 -28549.94040245 -28544.9453133 -28552.34587606 -28553.52690386 -28582.00198601 -28553.77290746 -28563.31860803 -28558.63401104 -28558.8344898 -28557.35726423 -28559.48074183 -28571.24902719 -28556.26696556 -28569.33258875 -28546.21731554 -28544.72307824] manylnprob(): p[0] = [ 1.24910972e+00 2.02525082e+00 8.24874955e-01 -7.97222466e-03 9.39115090e-03 1.21450705e-03 9.15792128e-01 8.07674347e-01] manylnprob(): lnp = [-28587.10893295 -28544.15355209 -28538.37561332 -28557.45332708 -28583.21115302 -28560.12853128 -28579.18338086 -28555.93252804 -28550.26822635 -28556.36059895 -28563.0163823 -28548.55183872 -28549.72228314 -28571.29564509 -28608.99099928 -28592.68635003 -28565.61226185 -28640.34344824 -28559.68797275 -28548.27611392 -28564.03253576 -28549.70820245 -28543.26721422 -28544.82685128 -28572.94127678 -28574.12496755 -28542.75701174 -28542.37040753 -28544.17102493 -28642.55485658 -28551.5012116 -29082.47610336 -28576.65558953 -28580.12851451 -28553.68663616 -28574.96334876 -28585.160893 -28565.73286619 -28580.35568952 -28565.46271362 -28549.69847365 -28550.25350892 -28580.08079322 -28540.30261277 -28551.85714169 -28539.91755129 -28582.08212959 -28602.23924104 -28547.83285014 -28620.08735947 -28549.44979506 -28555.3565301 -28585.25062824 -28554.82628108 -28666.24671623 -28557.70666899 -28558.22378238 -28557.60713914 -28580.72254988 -28554.64350278 -28558.11624237 -28574.54349543 -28541.47893055 -28545.70932249] manylnprob(): p[0] = [ 1.24968321e+00 2.02452425e+00 8.25220359e-01 -7.97068488e-03 9.39143576e-03 1.21396608e-03 9.29465903e-01 8.10936380e-01] main(): current acceptance fraction: 48.4375 MCMC took 158.822164 sec Running MCMC mcmc-default-064-015-001.pickle manylnprob(): lnp = [-28570.47437963 -28541.93165643 -28548.67424878 -28539.89253248 -28589.10847422 -28558.59622974 -28611.61437592 -28547.74085381 -28544.1730848 -28540.70516157 -28574.43768763 -28548.23283483 -28555.371302 -28590.82141192 -28530.59861347 -28612.78899261 -28555.0546883 -28583.88629805 -28546.74269295 -28549.86436463 -28723.13478912 -28554.11023329 -28543.06831315 -28545.29894174 -28684.05799477 -28555.29861399 -28531.20212168 -28545.15052217 -28543.67559864 -28676.03535972 -28562.41750628 -28586.89661118 -28575.61304033 -28863.21592606 -28609.92168434 -28592.07701735 -28551.06919652 -28563.32843235 -28566.17252199 -28558.76659239 -28545.37881502 -28547.82141291 -28548.05612175 -28542.18884278 -28552.16150168 -28539.88503383 -28552.97612592 -28565.09098245 -28547.76226478 -28545.94983252 -28536.86319766 -28555.87222113 -28587.70046642 -28554.54092159 -28581.03943841 -28557.70666277 -28558.33387191 -28558.95686907 -28563.80929576 -28543.25677925 -28552.03531801 -28573.95418398 -28540.26179521 -28542.40131035] manylnprob(): p[0] = [ 1.24896516e+00 2.02476674e+00 8.25139153e-01 -7.97225534e-03 9.39082970e-03 1.21477917e-03 9.19149050e-01 8.03655927e-01] main(): current acceptance fraction: 50.0 MCMC took 79.582887 sec Running MCMC mcmc-default-064-015-002.pickle manylnprob(): lnp = [-28558.49208699 -28533.40435482 -28540.53883801 -28539.6676156 -28625.23276041 -28576.73210598 -28547.98050947 -28544.55909662 -28545.63657109 -28538.38238704 -28567.91238435 -28571.69308504 -28551.38097741 -28585.56722595 -28531.21583779 -28589.71282517 -28620.19603981 -28583.31431732 -28552.99458189 -28549.99966394 -28545.16850333 -28543.91523705 -28539.38111809 -28544.21398074 -28577.48307681 -28552.4348883 -28529.83044105 -28544.10112336 -28543.94904113 -29708.30733355 -28553.78080978 -28695.09233463 -28611.39395771 -28743.54043166 -28572.6920528 -28544.36801065 -28555.29154493 -28561.89052729 -28651.05618231 -28546.41442292 -28542.14791501 -28607.76178447 -28547.34364599 -28543.68161213 -28546.4491856 -28542.77440513 -28553.28858273 -28578.34588812 -28546.51844756 -28542.34272585 -28533.47629437 -28577.25442655 -28585.20485559 -28560.97877622 -28566.42896706 -28690.13363632 -28547.72444741 -28584.93289446 -28570.52470279 -28542.23979566 -28555.9680446 -28674.53679523 -28541.99982706 -28541.81603459] manylnprob(): p[0] = [ 1.24911317e+00 2.02524739e+00 8.24953464e-01 -7.97217657e-03 9.39118096e-03 1.21448154e-03 9.16152281e-01 8.08171432e-01] main(): current acceptance fraction: 48.4375 MCMC took 79.42834 sec Running MCMC mcmc-default-064-015-003.pickle manylnprob(): lnp = [-28553.48928393 -28533.47441001 -28542.10373462 -28539.29102478 -28571.62140017 -28557.90968967 -28551.30505535 -28536.20183196 -28633.8416407 -28532.04917657 -28547.02766569 -28561.39607499 -28557.12858934 -28574.16144788 -28538.92418982 -28556.29746987 -28548.72230432 -28554.81949069 -28649.22904898 -28551.04824164 -28563.62207939 -28543.82593288 -28555.885404 -28544.37713784 -28574.22811332 -28570.7907712 -28560.4430088 -28542.98753495 -28543.84716758 -28590.07732483 -28729.83955065 -28580.40202206 -28578.35962038 -28703.88915903 -28554.35893837 -28544.66259526 -28551.04343267 -28559.99934237 -28620.47462617 -28541.21677519 -28542.19685312 -28542.97221575 -28554.78383913 -28545.98889864 -28553.08681602 -28540.428401 -28562.61905664 -28658.04548002 -28545.22033256 -28540.30365738 -28550.55737442 -28555.78392101 -28574.24182982 -28558.88840256 -28599.10727064 -28553.46537899 -28545.27690938 -28549.00038004 -28581.85234852 -28680.21678845 -28568.46825135 -28629.67646532 -28547.0011335 -28560.84400818] manylnprob(): p[0] = [ 1.24857132e+00 2.02512115e+00 8.24603512e-01 -7.97148147e-03 9.38997911e-03 1.21349121e-03 9.25126915e-01 8.06632015e-01] main(): current acceptance fraction: 48.046875 MCMC took 79.274193 sec Running MCMC mcmc-default-064-015-004.pickle manylnprob(): lnp = [-28561.58265482 -28539.19710266 -28539.62332619 -28535.21676813 -28571.21019116 -28578.90219319 -28543.54791753 -28529.50777076 -28544.73737451 -28532.22250216 -28571.10743637 -28557.17142982 -28549.75910449 -28544.69888348 -28531.25966937 -28551.08937519 -28606.77070719 -28555.22607561 -28580.62023441 -28550.18693509 -28553.35256689 -28545.08445428 -28544.71578708 -28535.08943723 -28618.27251955 -28553.88601899 -28551.22580778 -28539.13678286 -28545.21227892 -28664.92509241 -28547.20149851 -28555.83316282 -28561.37643804 -28728.19801904 -28551.94104811 -28544.80727542 -28554.96492538 -28563.64945392 -28557.91492321 -28539.91164476 -28550.13826919 -28551.94366129 -28558.20110501 -28539.83927751 -28546.21498902 -28540.72073324 -28577.16651966 -28564.4204286 -28598.03887037 -28550.00762314 -28532.81519254 -28555.02521366 -28600.90615826 -28553.41297173 -28553.10208099 -28559.244725 -28544.97736307 -28547.39378939 -28559.01444526 -28540.26034436 -28572.28099885 -28587.38331513 -28645.42449523 -28543.80922759] manylnprob(): p[0] = [ 1.24855388e+00 2.02503312e+00 8.25036199e-01 -7.97043518e-03 9.39044371e-03 1.21318712e-03 9.37897536e-01 8.13911146e-01] main(): current acceptance fraction: 47.5 MCMC took 79.338967 sec Running MCMC mcmc-default-064-015-005.pickle manylnprob(): lnp = [-28551.15458328 -28556.16682978 -28539.60282373 -28535.56394275 -28696.46871429 -28557.95328699 -28543.78655368 -28529.35647559 -28554.23003912 -28532.23347965 -28550.3654494 -28556.64474004 -28549.48655554 -28545.45507364 -28534.89493213 -28558.32505087 -28545.46927553 -28632.94616303 -28546.35190883 -28556.07840605 -28544.8237736 -28545.08305092 -28538.00086791 -28577.16243878 -28574.94599928 -28554.72333581 -28544.86965019 -28539.25728538 -28541.45178716 -28589.18758905 -28552.54286966 -28561.74080238 -28599.58377326 -28728.59062545 -28548.70523976 -28653.19604663 -28550.25547282 -28552.43392695 -28554.4532384 -28540.01993516 -28544.62677785 -28548.08952595 -28546.56878971 -28539.57982566 -28559.50230048 -28543.9133455 -28626.46229083 -28566.2593094 -28699.7793371 -28539.73198119 -28535.59430415 -28552.6651798 -28558.84242748 -28547.05225749 -28585.97714091 -28561.40471272 -28545.84396095 -28548.07784206 -28553.7403253 -28539.10662513 -28555.80416515 -28569.99921406 -28549.72068184 -28541.856738 ] manylnprob(): p[0] = [ 1.24861179e+00 2.02530597e+00 8.24369741e-01 -7.97271499e-03 9.39098451e-03 1.21451016e-03 9.13054439e-01 8.03030165e-01] main(): current acceptance fraction: 47.65625 MCMC took 79.313529 sec Running MCMC mcmc-default-064-015-006.pickle manylnprob(): lnp = [-28553.09328342 -28535.84570306 -28542.31108576 -28535.55217857 -28565.7228043 -28557.84194885 -28543.40205313 -28532.25014546 -28546.79365122 -28535.91740209 -28544.47100229 -28562.01430907 -28549.3649565 -28542.83131673 -28528.22840792 -28542.67391036 -28546.16557527 -28560.38620659 -28658.94406085 -28552.47126529 -28539.46764823 -28535.89019631 -28540.23833437 -28532.55645698 -28573.38892628 -28555.11644193 -28533.71046886 -28538.5414753 -28542.59001072 -28730.82112877 -28547.20551813 -28544.89701292 -28565.32498799 -28742.85418098 -28555.53358517 -28552.46283522 -28550.99452669 -28574.0648293 -28556.44319624 -28534.25354186 -28544.64755757 -28557.61145289 -28547.80038391 -28540.53874096 -28544.08876873 -28544.980406 -28615.97555512 -28635.46573542 -28551.69165814 -28562.81862121 -28540.57323901 -28547.22736597 -28558.73693269 -28553.42455751 -28555.03361845 -28559.09855097 -28545.51869185 -28540.02415583 -28561.25308848 -28538.73973971 -28558.98241469 -28604.10065823 -28537.59774591 -28541.34064935] manylnprob(): p[0] = [ 1.24859280e+00 2.02514030e+00 8.24611047e-01 -7.97159235e-03 9.39001581e-03 1.21356137e-03 9.23106645e-01 8.06161745e-01] main(): current acceptance fraction: 48.6607142857 MCMC took 79.327021 sec Running MCMC mcmc-default-064-015-007.pickle manylnprob(): lnp = [-28580.78450356 -28543.96888508 -28542.68851352 -28542.59866686 -28731.53775429 -28699.55890183 -28543.53006209 -28532.5381386 -28558.33829644 -28531.75821477 -28546.75858047 -28568.31419595 -28546.69359283 -28556.53230126 -28529.54203118 -28547.27298727 -28546.37535219 -28571.87812979 -28640.57014834 -28553.43005261 -28531.87287082 -28535.86884666 -28539.2292723 -28533.84089036 -28571.18228037 -28589.19320604 -28531.91232297 -28535.38925793 -28541.74823226 -28565.86103041 -28555.61407315 -28544.13357995 -28564.1611729 -28702.87565288 -28553.57756295 -28556.84343615 -28555.26981033 -28552.19791819 -28559.06420826 -28715.41073191 -28544.21511955 -28541.30110628 -28546.69319577 -28539.88612549 -28548.82222702 -28540.21711005 -28553.00110393 -28564.34269971 -28545.07952339 -28543.49542517 -28555.204782 -28547.28080738 -28558.13880685 -28549.64827709 -28556.87071914 -28547.03647523 -28544.32390833 -28542.05558994 -28555.5289567 -28537.89944671 -28555.98917293 -28601.20972798 -28537.88383205 -28541.18168462] manylnprob(): p[0] = [ 1.24830954e+00 2.02471396e+00 8.25712160e-01 -7.96953287e-03 9.39027028e-03 1.21133613e-03 9.32698992e-01 8.26728801e-01] main(): current acceptance fraction: 48.4375 MCMC took 79.391915 sec Running MCMC mcmc-default-064-015-008.pickle manylnprob(): lnp = [-28534.72072351 -28537.03744473 -28544.88810924 -28541.03648894 -28725.09507873 -28592.92958535 -28559.72460834 -28529.95907987 -28551.88168018 -28543.08523913 -28543.48130139 -28543.69668015 -28544.06382106 -28545.65448086 -28540.77501241 -28539.02245878 -28544.51357097 -28576.87111736 -28545.34894265 -28606.61671391 -28530.74110554 -28536.89553978 -28539.19283307 -28586.17459847 -28576.25244817 -28540.81667214 -28529.72488071 -28535.38565378 -28535.66007058 -28599.39686935 -28537.48673504 -28545.58432108 -28588.6484889 -28553.58437853 -28547.61098538 -28544.16831212 -28553.19853553 -28553.86557869 -28553.83055771 -28535.29739942 -28547.25893993 -28549.3260041 -28547.21872294 -28536.44975371 -28550.4215415 -28540.399249 -28603.31310791 -28560.38027062 -28546.21729358 -28555.97099345 -28534.60761156 -28545.23475104 -28541.68327516 -28548.36933032 -28561.57827716 -28541.42277217 -28544.87294732 -28547.03593754 -28560.92213922 -28533.22549067 -28549.73161128 -28569.38810674 -28535.70259497 -28541.3733875 ] manylnprob(): p[0] = [ 1.24823599e+00 2.02775084e+00 8.25081442e-01 -7.96961015e-03 9.39139569e-03 1.21764888e-03 9.15056548e-01 7.98461372e-01] main(): current acceptance fraction: 48.6111111111 MCMC took 79.367289 sec Running MCMC mcmc-default-064-015-009.pickle manylnprob(): lnp = [-28535.21950561 -28533.46036204 -28630.30758658 -28568.68120451 -28556.19417665 -28553.82460887 -28542.98103279 -28545.59969986 -28545.62677347 -28532.23063163 -28552.16679071 -28547.38799925 -28548.34811688 -28547.36662007 -28533.29532114 -28538.70653863 -28547.05102507 -28554.41040839 -28544.89116271 -28559.92119723 -28527.29111889 -28537.924504 -28543.30898902 -28540.66370635 -28574.58156023 -28540.09837008 -28530.38436033 -28574.90539884 -28539.15703359 -28898.80771648 -28536.36340314 -28563.15993244 -28569.54406315 -28559.95789729 -28555.14509318 -28553.62261923 -28546.76422253 -28542.25051366 -28557.89425736 -28565.15298299 -28555.18040802 -28541.97591386 -28547.27669583 -28536.3949164 -28570.10724501 -28539.87773097 -28577.76406141 -28571.21394052 -28544.98151599 -28559.02039629 -28559.46222866 -28544.745549 -28545.66435888 -28546.84175661 -28554.87632323 -28544.0287163 -28548.71706791 -28539.94135099 -28549.46310029 -28536.06245539 -28551.82670416 -28709.32509757 -28610.91237501 -28541.00029606] manylnprob(): p[0] = [ 1.24821590e+00 2.02783311e+00 8.25157403e-01 -7.96959640e-03 9.39142806e-03 1.21780630e-03 9.15809282e-01 7.97962750e-01] main(): current acceptance fraction: 48.28125 MCMC took 79.317922 sec Plotting trajectory traj-default-064-015-010.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-010.png Running MCMC mcmc-default-064-015-010.pickle manylnprob(): lnp = [-28536.15574182 -28539.81715143 -28547.46108921 -28532.15910074 -28567.73564948 -28575.39871445 -28540.62792064 -28531.67276104 -28550.36348182 -28542.31439763 -28585.22679743 -28542.95459649 -28545.1239671 -28547.52963898 -28535.22588254 -28538.08773866 -28557.89927995 -28556.53638695 -28542.63662779 -28546.30939159 -28548.77208234 -28537.32723345 -28538.18368471 -28535.23531572 -28584.4927961 -28555.34272514 -28638.65560731 -28568.3893694 -28576.6931632 -28552.87592346 -28542.41647675 -28543.62876972 -28575.73248808 -28548.49746999 -28562.47117639 -28554.85694802 -28596.47406876 -28539.46964295 -28542.09342362 -28534.17615034 -28543.02468208 -28544.39474467 -28544.89813152 -28536.61739142 -28543.38343998 -28540.05307895 -28572.06586491 -28540.91160849 -28542.04092961 -28555.33968385 -28541.33926664 -28544.73293011 -28545.53396936 -28561.35099555 -28552.95544577 -28542.27548629 -28549.36551558 -28540.3495787 -28553.47714151 -28532.76515252 -28543.85084953 -28596.68592294 -28536.72741577 -28554.82255911] manylnprob(): p[0] = [ 1.24803278e+00 2.02804440e+00 8.25405760e-01 -7.96899137e-03 9.39122418e-03 1.21882064e-03 9.20350682e-01 8.00127781e-01] main(): current acceptance fraction: 48.1534090909 MCMC took 79.424248 sec Running MCMC mcmc-default-064-015-011.pickle manylnprob(): lnp = [-28533.03484233 -28619.85128347 -28587.60314574 -28536.84730078 -28554.93542425 -28558.29180654 -28540.37535872 -28531.08430493 -28573.76444203 -28534.96238042 -28547.77399104 -28545.31289533 -28570.02151746 -28545.80313152 -28529.28200196 -28541.12128944 -28545.41609795 -28567.64675958 -28542.54509845 -28550.59964495 -28531.58145191 -28566.86666995 -28537.57576887 -28553.86444328 -28575.28650651 -28544.01611131 -28528.92798729 -28533.39979537 -28537.91419951 -28552.15131726 -28536.9034847 -28540.92770282 -28545.85755596 -28542.23699674 -28564.72327177 -28545.32088573 -28547.04265152 -28546.2406915 -28542.22768482 -28604.25117641 -28551.63920103 -28549.48488908 -28540.09882183 -28536.46368911 -28548.46237434 -28534.64948858 -28544.52738545 -28564.30316004 -28541.96235626 -28539.99199377 -28533.61295113 -28545.81824744 -28550.91934272 -28552.94294615 -28556.12562378 -28553.33970893 -28552.39694248 -28543.89169897 -28572.36904744 -28536.99414956 -28546.55772814 -28553.99031824 -28542.36948061 -28542.78993849] manylnprob(): p[0] = [ 1.24789005e+00 2.02829545e+00 8.24897401e-01 -7.97050310e-03 9.39068119e-03 1.21603886e-03 9.22965043e-01 7.99627276e-01] main(): current acceptance fraction: 47.65625 MCMC took 79.715857 sec Running MCMC mcmc-default-064-015-012.pickle manylnprob(): lnp = [-28536.08252296 -28536.06478975 -28739.0677958 -28535.119906 -28546.4293415 -28633.41245699 -28540.91976141 -28624.92767279 -28537.76387113 -28534.4194894 -28590.15610198 -28539.57096626 -28546.01328229 -28544.50287262 -28529.92747096 -28534.7682467 -28558.84652501 -28553.57524897 -28544.16739084 -28542.78462716 -28528.90287285 -28534.83618589 -28587.98303917 -28540.09803509 -28562.22371331 -28541.7876945 -28531.43115611 -28533.40054125 -28542.36969901 -28575.01827329 -28536.0678126 -28543.88423018 -28545.86287014 -28557.46612659 -28547.34370404 -28543.89962679 -28697.28015008 -28535.83525121 -28542.35085848 -28534.31145782 -28562.7777035 -28542.45321936 -28541.92872552 -28551.74783236 -28546.12350238 -28538.57722229 -28583.33925224 -28541.14335911 -28541.53185376 -28543.3530673 -28538.83843909 -28543.63599054 -28609.57830634 -28546.22982378 -28542.20980761 -28542.17640473 -28545.6945428 -28539.08867222 -28546.37022977 -28534.6342639 -28546.21836035 -28544.70663189 -28534.41527404 -28543.25266388] manylnprob(): p[0] = [ 1.24790039e+00 2.02728745e+00 8.24864173e-01 -7.97192779e-03 9.39099230e-03 1.21591702e-03 9.10591958e-01 8.01018815e-01] main(): current acceptance fraction: 48.0769230769 MCMC took 81.565675 sec Running MCMC mcmc-default-064-015-013.pickle manylnprob(): lnp = [-28533.13772803 -28534.75340946 -28736.57041886 -28533.62865345 -28545.0748699 -28554.11900883 -28540.62196631 -28627.93475271 -28538.43974471 -28543.29666324 -28537.94413886 -28565.72474489 -28545.92219307 -28534.48366972 -28531.25838156 -28534.88565458 -28546.25420098 -28587.33527497 -28550.63048796 -28548.38220908 -28531.25913535 -28530.97428728 -28535.73722252 -28530.7450277 -28810.89262717 -28558.33353519 -28531.67981491 -28532.57301815 -28534.89760386 -28553.48517181 -28539.41073934 -28541.03962243 -28545.59849265 -28540.74698105 -28549.93179442 -28541.45563845 -28547.70182608 -28533.56400484 -28545.51669314 -28539.09642675 -28544.71232488 -28546.3799151 -28540.94589692 -28533.93292758 -28534.27455138 -28538.46645528 -28547.27860137 -28532.75063481 -28541.53129464 -28543.93647216 -28538.54433522 -28542.52726411 -28532.08838657 -28585.51091514 -28547.62422729 -28541.7721333 -28543.04746005 -28545.03319242 -28546.30464045 -28535.58209129 -28543.77850592 -28583.94330324 -28536.57895548 -28543.08967674] manylnprob(): p[0] = [ 1.24769291e+00 2.02747449e+00 8.24449965e-01 -7.97045708e-03 9.39033398e-03 1.21610557e-03 9.19710092e-01 7.97837076e-01] main(): current acceptance fraction: 48.2142857143 MCMC took 79.554163 sec Running MCMC mcmc-default-064-015-014.pickle manylnprob(): lnp = [-28532.8208282 -28535.90415049 -28540.70606401 -28530.44711889 -28559.75690406 -28543.23199988 -28541.93347873 -28543.15112278 -28541.29603991 -28546.5890654 -28535.38851809 -28554.56594382 -28540.71673821 -28535.42584423 -28529.06955998 -28533.37269555 -28534.33448546 -28706.89405812 -28556.43125669 -28530.55409724 -28532.22259198 -28541.24862422 -28534.46619078 -28530.7864138 -28546.25284186 -28543.95533082 -28528.87234677 -28540.39694002 -28537.71000505 -28553.73404125 -28539.84503919 -28542.63894807 -28556.69102067 -28542.04495703 -28560.93709513 -28552.67500039 -28575.48643602 -28533.64345535 -28544.6163266 -28769.41718364 -28557.44286849 -28540.08183421 -28578.01833233 -28553.30472395 -28535.30187631 -28536.79286948 -28572.31639273 -28532.44344106 -28547.81824748 -28533.661575 -28534.22793035 -28542.50217252 -28537.84656564 -28549.64073176 -28546.36000298 -28542.12168819 -28550.57766059 -28540.54425819 -28553.33566486 -28534.22927698 -28544.43091036 -28541.33838883 -28548.64204131 -28547.59456129] manylnprob(): p[0] = [ 1.24783064e+00 2.02846557e+00 8.25043288e-01 -7.97154241e-03 9.39127699e-03 1.21507746e-03 9.18133873e-01 7.99855167e-01] main(): current acceptance fraction: 47.9166666667 MCMC took 79.433788 sec Running MCMC mcmc-default-064-015-015.pickle manylnprob(): lnp = [-28530.80874216 -28607.02851959 -28559.28130764 -28534.86884794 -28532.33726133 -28545.50261736 -28542.14945532 -28532.10760231 -28537.59416137 -28537.44646568 -28541.23427047 -28542.36621379 -28541.50827387 -28560.34911318 -28528.20634536 -28533.05464401 -28534.40006687 -28547.91632322 -28538.98699787 -28530.3960158 -28532.23942652 -28537.52139168 -28537.512839 -28530.91164975 -28540.67420833 -28568.44720655 -28526.06470817 -28534.89194359 -28536.68973566 -28547.50241631 -28541.04730864 -28542.97151241 -28552.90072592 -28544.42939542 -28549.88896566 -28547.6245772 -28663.66404248 -28534.36093879 -28542.31344015 -28529.56605174 -28562.89254659 -28551.3918832 -28565.48132296 -28537.22738383 -28531.20944067 -28539.3091525 -28570.2478116 -28538.14951682 -28549.88464467 -28532.35345067 -28537.05774597 -28551.20996553 -28532.08260076 -28546.77821364 -28582.29599471 -28544.39791945 -28543.27173001 -28536.59084306 -28559.05369161 -28530.06768253 -28542.55954949 -28542.63372841 -28535.34749599 -28544.98211526] manylnprob(): p[0] = [ 1.24798481e+00 2.02834568e+00 8.24967497e-01 -7.97206424e-03 9.39075358e-03 1.21522515e-03 9.18947902e-01 8.17572871e-01] main(): current acceptance fraction: 47.55859375 MCMC took 79.577588 sec Running MCMC mcmc-default-064-015-016.pickle manylnprob(): lnp = [-28533.28529012 -28557.70370606 -28544.29778659 -28532.93436076 -28537.55690286 -28540.69166389 -28550.90835813 -28533.60839629 -28539.10596837 -28542.10955037 -28538.09330738 -28543.68022543 -28545.42457635 -28532.56414033 -28528.09209272 -28531.7910978 -28591.26459934 -28586.05611398 -28551.90916324 -28531.00345687 -28529.10990734 -28546.320584 -28536.74516236 -28535.50632341 -28540.68413982 -28535.84890589 -28528.02942882 -28550.25589095 -28536.53939471 -28647.70960915 -28536.49285521 -28550.38124409 -28548.11954369 -28542.89407366 -28574.64739354 -28542.30435475 -28543.63660895 -28534.89277987 -28552.20960317 -28531.55499083 -28576.3455613 -28541.72094486 -28544.31036963 -28545.6578902 -28546.65192775 -28534.90128952 -28553.44652093 -28536.56016207 -28538.13560614 -28534.15987479 -28534.2546732 -28545.96268912 -28531.43069926 -28564.21616786 -28547.06398762 -28542.07162309 -28535.60149707 -28544.18020034 -28579.14644906 -28530.09617491 -28559.78423688 -28542.3584607 -28556.36086488 -28543.36370288] manylnprob(): p[0] = [ 1.24778742e+00 2.02944630e+00 8.26262048e-01 -7.96818274e-03 9.38370959e-03 1.22165614e-03 9.15122617e-01 8.40316467e-01] main(): current acceptance fraction: 46.875 MCMC took 79.30262 sec Running MCMC mcmc-default-064-015-017.pickle manylnprob(): lnp = [-28536.69275191 -28534.94647459 -28538.1155981 -28531.89997148 -28541.31930399 -28536.68311373 -28541.97674296 -28638.30625398 -28540.46184074 -28550.15633399 -28536.30199142 -28543.36372475 -28562.52382521 -28532.30874359 -28532.82413384 -28537.02520595 -28529.73484753 -28558.11285721 -28543.13822047 -28530.480547 -28528.82446741 -28534.79405698 -28535.64946883 -28531.43074945 -28540.82246709 -28534.33627338 -28534.796057 -28539.30366812 -28550.54007285 -28542.97025498 -28545.02179523 -28544.58052599 -28545.93928677 -28540.21096341 -28554.72101849 -28567.13820451 -28543.58948745 -28546.71368209 -28536.8661876 -28532.47630219 -28544.96475779 -28556.82814899 -28543.49693295 -28567.41771789 -28533.24631949 -28536.83568252 -28546.38025937 -28531.59519166 -28534.13998032 -28528.67800364 -28538.71457353 -28533.58108184 -28531.87620552 -28543.00416181 -28570.23586263 -28538.54160677 -28539.32094279 -28538.13547267 -28546.60682994 -28528.96061242 -28547.02914273 -28543.77810128 -28545.91853212 -28551.11610558] manylnprob(): p[0] = [ 1.24768628e+00 2.02963290e+00 8.26413782e-01 -7.96772591e-03 9.38309414e-03 1.22229042e-03 9.14572343e-01 8.44765494e-01] main(): current acceptance fraction: 46.3541666667 MCMC took 79.43858 sec Running MCMC mcmc-default-064-015-018.pickle manylnprob(): lnp = [-28530.3269589 -28536.91750828 -28541.8378836 -28531.87478477 -28532.18461718 -28537.34620769 -28550.76569686 -28530.18631393 -28556.1823468 -28534.87328364 -28537.29299025 -28607.09091332 -28549.66146986 -28531.30400784 -28527.78806151 -28534.03489926 -28531.41208389 -28555.08422452 -28535.94576085 -28530.58592126 -28572.04149345 -28536.97766982 -28537.30768666 -28534.30911418 -28547.66170859 -28537.5115809 -28524.67435253 -28538.31998436 -28537.48946512 -28536.78193329 -28534.01012713 -28543.60240915 -28543.70341042 -28536.77123264 -28541.73735502 -28535.8248289 -28551.26222225 -28532.27073617 -28537.92046662 -28529.7854817 -28574.43169735 -28560.95654684 -28569.92472771 -28534.87658308 -28530.38855569 -28532.53339381 -28549.52307489 -28531.26279759 -28538.7474972 -28525.97125552 -28543.89157346 -28533.57636095 -28534.40091448 -28566.47760669 -28571.88393146 -28534.44398174 -28533.61978605 -28541.46335436 -28544.04175048 -28548.81392423 -28543.33550081 -28615.58150628 -28538.09186046 -28557.14872481] manylnprob(): p[0] = [ 1.24805835e+00 2.02853085e+00 8.25500373e-01 -7.96860022e-03 9.38557345e-03 1.21956893e-03 9.10288000e-01 8.32389836e-01] main(): current acceptance fraction: 46.4638157895 MCMC took 79.516746 sec Running MCMC mcmc-default-064-015-019.pickle manylnprob(): lnp = [-28532.3253007 -28547.96005572 -28541.79711491 -28535.30305621 -28532.65487076 -28550.13372053 -28541.08292425 -28530.4083424 -28620.5066987 -28534.23939052 -28537.30404801 -28542.86165022 -28555.94606753 -28534.34197314 -28531.54645268 -28530.55923595 -28529.55721124 -28547.36468339 -28536.01626656 -28530.89400968 -28529.68750981 -28532.29445301 -28533.80030375 -28533.20696567 -28541.10457261 -28533.94716181 -28528.2658609 -28534.61292151 -28554.18037081 -28547.50978113 -28538.1056174 -28573.91011314 -28546.28543306 -28535.78422208 -28540.66944835 -28538.95973879 -28541.91855902 -28532.30001562 -28559.34926266 -28531.03915624 -28544.98598616 -28543.06841264 -28556.64729323 -28597.66645131 -28533.72520515 -28538.06620366 -28541.1980939 -28530.46777905 -28554.53916594 -28534.38035596 -28534.57454163 -28533.75722644 -28529.97060773 -28545.9779376 -28563.36153001 -28532.44188904 -28534.05264608 -28553.10908985 -28544.1741502 -28530.90670968 -28540.58933486 -28543.15572783 -28558.1708679 -28535.68547018] manylnprob(): p[0] = [ 1.24800247e+00 2.02778581e+00 8.24831554e-01 -7.97053624e-03 9.38765271e-03 1.21843131e-03 9.11481928e-01 8.23389841e-01] main(): current acceptance fraction: 46.484375 MCMC took 79.356653 sec Plotting trajectory traj-default-064-015-020.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-020.png Running MCMC mcmc-default-064-015-020.pickle manylnprob(): lnp = [-28533.14207539 -28543.3872947 -28539.57202086 -28529.20084885 -28532.08734021 -28540.53875033 -28540.3451936 -28542.86673507 -28558.399682 -28545.02584396 -28534.33036095 -28542.2283564 -28577.43930648 -28532.70124694 -28535.94449358 -28532.66896552 -28528.55320273 -28559.25296916 -28535.32446714 -28531.001233 -28530.82026341 -28530.95063645 -28532.98397849 -28539.11881518 -28544.41750064 -28532.9736744 -28534.52621783 -28536.16770794 -28544.65058682 -28541.9675612 -28539.47576075 -28564.67562937 -28543.40884012 -28538.77728924 -28568.59289946 -28542.80320183 -28539.24349406 -28532.79516105 -28547.07457175 -28530.25224342 -28555.17382238 -28533.79831342 -28535.23697048 -28528.7908411 -28531.18150237 -28531.14076728 -28538.40363381 -28532.67354915 -28540.42001814 -28528.26854734 -28541.71953345 -28533.32595229 -28545.50504978 -28535.46056337 -28535.19949196 -28532.94289298 -28555.20799704 -28536.21683773 -28563.11747267 -28556.35875304 -28540.29334785 -28561.25321112 -28534.33699787 -28535.84619408] manylnprob(): p[0] = [ 1.24822894e+00 2.02836740e+00 8.25376498e-01 -7.96928567e-03 9.38633765e-03 1.21870912e-03 9.12093453e-01 8.25368581e-01] main(): current acceptance fraction: 46.3541666667 MCMC took 79.380733 sec Running MCMC mcmc-default-064-015-021.pickle manylnprob(): lnp = [-28532.69601892 -28532.53235232 -28563.74093896 -28556.02665819 -28531.96432842 -28534.80041538 -28535.57737291 -28530.29568385 -28569.62401305 -28532.61797061 -28536.08827258 -28541.25382353 -28540.63409722 -28532.72906749 -28537.00329772 -28535.65314191 -28528.60791247 -28598.22932346 -28535.23649124 -28533.86342242 -28534.50577828 -28531.20884847 -28533.00187886 -28538.26884529 -28535.44311585 -28537.23720111 -28580.66436741 -28544.70456647 -28542.41810834 -28539.79763124 -28542.84864765 -28543.74739602 -28535.9540608 -28538.18700936 -28544.19170637 -28535.50385231 -28534.537227 -28539.16482204 -28544.64492089 -28528.91369549 -28597.06786839 -28548.04436624 -28535.60213962 -28531.2179081 -28531.53670382 -28535.68772238 -28557.49066497 -28530.13443396 -28537.96259125 -28555.01943323 -28534.41965429 -28534.92603827 -28529.87280655 -28534.25708338 -28535.43426208 -28531.78991256 -28537.50119242 -28545.24780601 -28537.34129445 -28531.35485158 -28540.56699574 -28557.19317665 -28546.50773084 -28534.50374156] manylnprob(): p[0] = [ 1.24822833e+00 2.02818719e+00 8.25229977e-01 -7.96970980e-03 9.38679155e-03 1.21846151e-03 9.11590657e-01 8.22572060e-01] main(): current acceptance fraction: 46.8039772727 MCMC took 79.359446 sec Running MCMC mcmc-default-064-015-022.pickle manylnprob(): lnp = [-28539.62577315 -28534.46086284 -28539.38950257 -28531.57319102 -28530.40431044 -28534.34797786 -28534.23891071 -28529.52769908 -28531.30148954 -28538.13269205 -28534.56339651 -28577.26963305 -28535.55835132 -28535.78910351 -28558.9518686 -28531.97372666 -28531.15604633 -28572.44024659 -28534.38147688 -28531.08530857 -28532.38111081 -28532.04038029 -28531.93254611 -28539.5917458 -28543.24298627 -28533.01778845 -28608.59118201 -28538.31135627 -28550.68814338 -28556.26547199 -28547.18045357 -28546.76008346 -28559.43139207 -28535.80605592 -28540.86122597 -28589.69221573 -28539.35568051 -28547.10869708 -28538.68180732 -28528.98261638 -28548.40786649 -28539.8685234 -28536.66635049 -28539.63080989 -28595.56450777 -28530.96975608 -28535.52859595 -28530.11664859 -28537.15520379 -28556.23022963 -28533.20770218 -28543.4006463 -28530.49093103 -28534.58656439 -28536.69899581 -28535.56753012 -28548.69775932 -28538.72555185 -28537.35899891 -28527.7977686 -28541.56090381 -28545.71255867 -28533.10818209 -28543.54976671] manylnprob(): p[0] = [ 1.24819406e+00 2.02792827e+00 8.25933685e-01 -7.97018360e-03 9.38553374e-03 1.22050091e-03 9.15739599e-01 8.22926068e-01] main(): current acceptance fraction: 46.7391304348 MCMC took 79.385675 sec Running MCMC mcmc-default-064-015-023.pickle manylnprob(): lnp = [-28538.78792753 -28536.58352292 -28547.17319834 -28529.35039498 -28532.0711392 -28541.31749258 -28531.6549368 -28527.78466136 -28531.36675005 -28534.48535454 -28534.42066974 -28541.45395567 -28547.08037176 -28536.82483345 -28531.2803908 -28531.34280003 -28545.84833985 -28598.34113857 -28534.84273332 -28530.82348664 -28528.46533007 -28536.48206871 -28559.70477108 -28561.93061329 -28535.90660138 -28538.14842772 -28525.76700972 -28547.19821122 -28536.04136667 -28562.0390323 -28540.1708309 -28538.4210535 -28541.7480506 -28536.8349819 -28578.28738843 -28543.71891997 -28557.91160664 -28533.37475037 -28546.15186414 -28527.96142936 -28545.27529989 -28532.63393718 -28542.44874508 -28530.33610751 -28531.0169977 -28557.62031694 -28534.067694 -28529.14220821 -28547.45618153 -28552.26473836 -28533.73300666 -28535.84285289 -28532.19792787 -28542.093242 -28535.38342124 -28535.71478451 -28553.62981034 -28548.94583353 -28537.83081765 -28528.25606745 -28546.73663922 -28545.93017895 -28537.28854418 -28539.29924797] manylnprob(): p[0] = [ 1.24912461e+00 2.02964236e+00 8.27074131e-01 -7.96794825e-03 9.38470192e-03 1.21992334e-03 9.15276537e-01 8.30196131e-01] main(): current acceptance fraction: 46.8098958333 MCMC took 79.419921 sec Running MCMC mcmc-default-064-015-024.pickle manylnprob(): lnp = [-28533.37933926 -28707.45308272 -28559.50454772 -28531.12974509 -28530.44420502 -28536.17382692 -28531.12608361 -28527.76428297 -28543.11159121 -28532.41572494 -28534.45434523 -28544.87059079 -28541.95789623 -28540.07896911 -28531.67201485 -28532.3725018 -28530.0467784 -28554.91467629 -28535.80955441 -28531.38083102 -28530.8168825 -28533.80294939 -28533.47035628 -28639.04384986 -28542.16008332 -28540.70109836 -28523.42833827 -28551.95145703 -28532.4410667 -28539.20772436 -28560.74349157 -28534.50408505 -28535.89298776 -28533.52879986 -28537.82127782 -28547.75410065 -28548.72481602 -28530.04903975 -28538.04327052 -28526.95084948 -28541.42329711 -28532.42809732 -28543.29509133 -28533.85190236 -28533.21754516 -28537.76782753 -28535.55777868 -28532.50866344 -28534.59053529 -28538.77789153 -28534.00002315 -28535.00068758 -28578.53082104 -28542.72708427 -28538.66087954 -28533.41334829 -28537.06167464 -28543.86461792 -28536.14745824 -28561.08955816 -28556.14019892 -28532.12424082 -28541.78253393 -28534.32217669] manylnprob(): p[0] = [ 1.24813757e+00 2.02786579e+00 8.25058021e-01 -7.97059625e-03 9.38816433e-03 1.21737115e-03 9.07147094e-01 8.23031897e-01] main(): current acceptance fraction: 46.5625 MCMC took 79.378566 sec Running MCMC mcmc-default-064-015-025.pickle manylnprob(): lnp = [-28531.13220902 -28555.50418919 -28545.82437572 -28532.20687931 -28533.28913925 -28547.29776908 -28535.82124625 -28528.09029357 -28540.82926845 -28532.5640017 -28535.05914891 -28538.25200278 -28536.69218467 -28545.95376221 -28532.83323465 -28531.48493288 -28533.25897888 -28536.71845421 -28535.55821934 -28582.39426926 -28550.06222137 -28531.64689221 -28549.30676078 -28536.54528229 -28533.95881649 -28536.73603988 -28525.47951947 -28536.6218413 -28535.96321787 -28552.92186107 -28540.4872285 -28536.31966503 -28541.69171553 -28533.51386015 -28537.43385771 -28560.16723801 -28535.0864557 -28535.31414608 -28561.31820111 -28526.56318852 -28545.41425793 -28533.64356913 -28541.85142794 -28535.21052116 -28531.09057919 -28538.84388467 -28533.54326172 -28527.62135938 -28541.33784228 -28524.77908715 -28539.58680655 -28535.14098096 -28529.98692602 -28535.97934235 -28537.63883411 -28534.51225191 -28534.90317478 -28567.63263399 -28532.79628022 -28531.81474555 -28548.21325678 -28531.26894757 -28537.2953521 -28535.34871994] manylnprob(): p[0] = [ 1.24826775e+00 2.02927733e+00 8.26001719e-01 -7.96607270e-03 9.38180196e-03 1.22355284e-03 9.15520106e-01 8.35386606e-01] main(): current acceptance fraction: 46.3341346154 MCMC took 79.276091 sec Running MCMC mcmc-default-064-015-026.pickle manylnprob(): lnp = [-28532.63260193 -28534.89829128 -28574.07279971 -28527.81051047 -28532.07025543 -28540.90160175 -28536.08366815 -28532.6149025 -28529.98826641 -28531.08595357 -28532.68459688 -28557.77873914 -28548.56255703 -28571.17157979 -28528.47770008 -28531.28209572 -28531.64384523 -28532.97366283 -28549.61191642 -28531.662776 -28526.75728223 -28533.92371287 -28533.69898426 -28536.30978986 -28535.5643554 -28543.10404608 -28530.69701064 -28570.57490665 -28535.99058066 -28533.77639944 -28558.69636698 -28536.47214344 -28539.41095105 -28536.42099244 -28539.78060833 -28539.24411529 -28534.95954341 -28529.70876989 -28551.46323877 -28526.89511408 -28545.12348236 -28533.24615164 -28531.92152051 -28565.70634387 -28529.27515059 -28531.03684632 -28536.00995168 -28526.61344374 -28538.15784515 -28527.69795926 -28547.55113536 -28535.6537624 -28530.06766585 -28530.94146199 -28539.49338458 -28534.59782221 -28536.21826799 -28544.79200713 -28526.06107191 -28535.3742332 -28555.96450169 -28532.12459158 -28533.52073395 -28534.16612023] manylnprob(): p[0] = [ 1.24830655e+00 2.02881736e+00 8.25632720e-01 -7.96694651e-03 9.38327886e-03 1.22188942e-03 9.11665450e-01 8.33072605e-01] main(): current acceptance fraction: 46.412037037 MCMC took 79.235147 sec Running MCMC mcmc-default-064-015-027.pickle manylnprob(): lnp = [-28527.18972791 -28532.1878259 -28560.83877413 -28530.5733709 -28531.34820723 -28535.9226724 -28535.63989746 -28534.34480811 -28529.88351838 -28535.16131294 -28534.75453547 -28555.16582931 -28541.7575411 -28584.72886583 -28530.54129963 -28556.62163492 -28543.11014623 -28542.5359587 -28535.01742818 -28528.58782501 -28528.56897969 -28534.75677771 -28532.81081637 -28535.79108133 -28531.27707669 -28534.95825288 -28522.94750606 -28557.72475147 -28549.43070884 -28551.54184647 -28549.22159528 -28539.42787918 -28528.43956839 -28531.52512244 -28532.37988346 -28531.8663707 -28536.83982799 -28533.64574259 -28532.95468271 -28528.37378257 -28551.83748753 -28531.09884274 -28530.24258811 -28530.54479037 -28528.78159863 -28542.79203342 -28537.49762026 -28532.28158371 -28537.18327407 -28527.95433361 -28537.06722658 -28533.69943858 -28530.10962471 -28529.75830473 -28575.34283418 -28544.15229173 -28535.03709769 -28548.3984244 -28531.2011095 -28529.40151305 -28541.78571959 -28532.81953429 -28533.6351782 -28533.60544437] manylnprob(): p[0] = [ 1.24827260e+00 2.02938167e+00 8.26069041e-01 -7.96546162e-03 9.38088748e-03 1.22424541e-03 9.16345659e-01 8.38490431e-01] main(): current acceptance fraction: 46.2053571429 MCMC took 79.430213 sec Running MCMC mcmc-default-064-015-028.pickle manylnprob(): lnp = [-28644.38967838 -28534.57214387 -28541.33774749 -28531.94164322 -28530.80990987 -28541.99627535 -28535.79084244 -28530.12964658 -28531.15708618 -28531.44519399 -28533.27912444 -28545.29408507 -28535.23597247 -28548.40911969 -28528.93249358 -28531.9962135 -28580.70515079 -28532.07211506 -28537.62863278 -28528.85627784 -28527.05718121 -28535.01633215 -28533.75408879 -28542.47581198 -28531.32943034 -28534.29336948 -28523.60807315 -28533.88545723 -28532.33985131 -28544.14634092 -28556.43806316 -28542.35181914 -28528.39829065 -28531.88771198 -28535.65543703 -28533.33004274 -28546.31321884 -28547.94883875 -28535.60561998 -28529.70710257 -28558.00696667 -28531.00452405 -28534.26811745 -28527.85299716 -28530.58747644 -28530.26800153 -28545.94630256 -28528.82638985 -28537.09141761 -28527.97759734 -28530.81476446 -28537.87087691 -28531.87902138 -28530.65699122 -28539.93567116 -28531.43667252 -28533.56730668 -28563.70437844 -28527.23855129 -28534.57056338 -28553.42383515 -28528.06472903 -28545.62467884 -28545.45606582] manylnprob(): p[0] = [ 1.24253099e+00 2.01781369e+00 8.20428037e-01 -7.96255020e-03 9.36859079e-03 1.22728678e-03 9.25887389e-01 8.41882065e-01] main(): current acceptance fraction: 46.2284482759 MCMC took 79.38127 sec Running MCMC mcmc-default-064-015-029.pickle manylnprob(): lnp = [-28530.27536998 -28534.68680382 -28551.07721649 -28530.1401653 -28531.3637072 -28550.81251238 -28533.84641672 -28531.446125 -28531.17527786 -28533.79202674 -28542.0273857 -28532.35818533 -28535.87242629 -28536.19377344 -28532.01018576 -28535.90963137 -28533.42676641 -28531.66683381 -28536.03849289 -28529.52535677 -28542.48913649 -28535.15813077 -28534.26321907 -28538.98992026 -28531.06967835 -28552.06661296 -28548.44064761 -28571.33390673 -28541.06068526 -28549.32873203 -28545.566017 -28533.00330387 -28535.14303628 -28531.31005686 -28535.94939308 -28531.12230471 -28540.13097087 -28529.80230847 -28538.97410819 -28528.39974317 -28549.3913183 -28531.10336963 -28529.53537646 -28535.13529583 -28527.65965094 -28531.9119325 -28528.53182888 -28532.85406864 -28551.52013638 -28525.30349295 -28533.33377997 -28548.72319849 -28540.71357316 -28530.57462745 -28565.96977399 -28531.49825609 -28534.28950817 -28543.3792872 -28529.88963899 -28529.41520801 -28535.8537972 -28535.57760435 -28540.85869226 -28550.23980767] manylnprob(): p[0] = [ 1.24847610e+00 2.02962922e+00 8.25652335e-01 -7.96944645e-03 9.38592458e-03 1.21940537e-03 9.10420755e-01 8.22030656e-01] main(): current acceptance fraction: 45.9895833333 MCMC took 80.936863 sec Plotting trajectory traj-default-064-015-030.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-030.png Running MCMC mcmc-default-064-015-030.pickle manylnprob(): lnp = [-28526.88134315 -28533.09445512 -28557.92448039 -28546.68024001 -28548.98869685 -28545.16441155 -28535.86226334 -28548.07929068 -28528.05279519 -28553.45709922 -28547.2915053 -28532.39190001 -28532.08041963 -28554.88699285 -28531.32512927 -28574.75535917 -28547.90930671 -28531.42828068 -28530.8814648 -28537.07684173 -28532.36989589 -28529.00153093 -28531.37854121 -28556.3433932 -28531.02637306 -28534.09862942 -28523.03694462 -28574.85648487 -28532.16576369 -28533.2656241 -28549.64332275 -28546.16654017 -28531.37232222 -28535.30439656 -28532.27346601 -28542.7662311 -28542.98728864 -28528.11255713 -28534.69411805 -28539.74212298 -28539.72359746 -28529.51016185 -28544.11787954 -28528.85976861 -28528.83355238 -28530.25253804 -28530.52243686 -28528.37310794 -28551.76372802 -28533.50708756 -28531.6790564 -28536.21962322 -28528.75789114 -28530.80030757 -28542.71190715 -28535.58157157 -28542.35656049 -28535.91795297 -28528.05259887 -28529.59972915 -28535.52331593 -28528.07858314 -28531.30262117 -28531.94734848] manylnprob(): p[0] = [ 1.24829717e+00 2.02951850e+00 8.26118124e-01 -7.96648846e-03 9.38202849e-03 1.22383592e-03 9.16451670e-01 8.35444151e-01] main(): current acceptance fraction: 45.8669354839 MCMC took 79.295349 sec Running MCMC mcmc-default-064-015-031.pickle manylnprob(): lnp = [-28536.00972442 -28558.29517487 -28561.53551433 -28528.7645287 -28539.55005971 -28537.64159684 -28536.9697916 -28529.37432568 -28531.42958229 -28533.45988229 -28530.94851393 -28543.08118503 -28537.520984 -28535.18470179 -28530.11172297 -28540.62613681 -28531.8422928 -28531.76990558 -28539.24746742 -28537.24982037 -28588.11884126 -28533.97365081 -28531.19687843 -28532.13325917 -28530.68723839 -28540.86365797 -28522.95503948 -28545.88895125 -28576.32534134 -28536.65925778 -28590.49830335 -28537.24207226 -28533.13022444 -28531.99661785 -28538.82449427 -28530.10976068 -28536.69374507 -28532.0664603 -28534.05413882 -28526.6616412 -28545.19588867 -28529.88784498 -28529.30803464 -28536.16666826 -28552.39308701 -28531.61865846 -28530.35153556 -28525.38898327 -28537.97765713 -28543.88623155 -28530.38584926 -28530.74963955 -28529.82889029 -28529.66356395 -28534.05643775 -28533.85689859 -28540.00119821 -28541.55517472 -28524.94830481 -28529.92703097 -28533.16504804 -28527.79902246 -28530.10110855 -28533.60316095] manylnprob(): p[0] = [ 1.24769352e+00 2.02786665e+00 8.25218742e-01 -7.96637278e-03 9.37988313e-03 1.22498670e-03 9.17558000e-01 8.44679167e-01] main(): current acceptance fraction: 45.80078125 MCMC took 80.365629 sec Running MCMC mcmc-default-064-015-032.pickle manylnprob(): lnp = [-28530.97050868 -28568.67423691 -28539.92777104 -28560.12345103 -28534.04201033 -28530.08990681 -28535.84345336 -28528.45430218 -28536.17971635 -28531.51558544 -28531.20645987 -28538.24652649 -28535.69258522 -28538.07230876 -28526.89986533 -28535.74335398 -28531.99220706 -28531.46837128 -28539.01301406 -28531.78410572 -28528.52301356 -28530.56634636 -28533.38807736 -28550.06870737 -28526.33006781 -28529.38372717 -28523.78654671 -28535.3639589 -28533.9883915 -28536.71745332 -28535.01706862 -28598.04091204 -28529.6473318 -28537.39402854 -28530.75473866 -28531.51318711 -28537.78605122 -28526.77355001 -28531.17723409 -28532.52776304 -28561.24697223 -28529.04798107 -28530.82560787 -28537.18928127 -28529.70238316 -28531.8055017 -28526.4379449 -28546.43561239 -28547.83246632 -28524.51448096 -28538.91732744 -28528.74631641 -28529.16038968 -28530.6556287 -28545.00178011 -28533.4635239 -28540.89576717 -28536.63123782 -28525.66759501 -28529.38105896 -28530.3703104 -28526.90708275 -28550.2405164 -28530.77605565] manylnprob(): p[0] = [ 1.24957393e+00 2.03163329e+00 8.27555648e-01 -7.95774015e-03 9.37271892e-03 1.23311924e-03 9.23084612e-01 8.67619596e-01] main(): current acceptance fraction: 46.0700757576 MCMC took 79.301725 sec Running MCMC mcmc-default-064-015-033.pickle manylnprob(): lnp = [-28617.65366585 -28554.39171098 -28540.56273113 -28536.09386438 -28532.18160164 -28532.73764829 -28535.90027901 -28525.33840784 -28533.99670063 -28531.36542175 -28531.44776885 -28532.63645139 -28536.99236869 -28533.54692928 -28528.15571268 -28557.37235471 -28532.21782926 -28533.11467496 -28530.54285759 -28532.11075177 -28527.02813149 -28528.334653 -28538.84258328 -28532.39283193 -28526.3882001 -28528.0983514 -28523.63001963 -28544.13057479 -28533.95874926 -28536.803881 -28530.19645478 -28539.7200519 -28530.33034986 -28536.31704174 -28536.98971246 -28533.69240565 -28535.45120401 -28526.38293441 -28534.22035636 -28535.18227188 -28556.45841564 -28526.65671766 -28531.05948145 -28552.07764977 -28534.31129364 -28532.63594242 -28527.66938907 -28531.86368939 -28582.25347892 -28530.68191042 -28529.88973031 -28530.18915233 -28523.82267505 -28529.9977726 -28575.41506701 -28533.0223335 -28545.54627191 -28542.64116061 -28525.98969379 -28527.06127507 -28530.32917049 -28527.56522598 -28530.17883044 -28531.29544771] manylnprob(): p[0] = [ 1.25062710e+00 2.03107656e+00 8.29781052e-01 -7.93279267e-03 9.34343259e-03 1.25032906e-03 9.29261996e-01 9.60925828e-01] main(): current acceptance fraction: 46.2316176471 MCMC took 79.411734 sec Running MCMC mcmc-default-064-015-034.pickle manylnprob(): lnp = [-28555.33371795 -28532.04753636 -28550.42745058 -28536.65181402 -28532.00410083 -28559.87803459 -28573.64411856 -28525.53415738 -28533.25077571 -28531.48733789 -28533.03315729 -28534.11082443 -28535.9640752 -28531.71191916 -28528.52704309 -28531.9052364 -28538.42962233 -28546.59880516 -28532.49173939 -28530.51864615 -28556.70373956 -28532.24875016 -28530.99064984 -28532.4607779 -28526.52844872 -28529.71870945 -28564.86883009 -28533.95298589 -28530.50564747 -28543.8979511 -28529.13368696 -28539.14177925 -28534.67292264 -28535.97087911 -28538.13516718 -28538.10537313 -28546.95802657 -28526.61071765 -28533.94830938 -28528.03237796 -28540.6507181 -28528.58307086 -28530.90563481 -28534.62874084 -28555.63387957 -28532.3122506 -28534.91898946 -28552.84265199 -28539.88842222 -28523.60622671 -28540.2601681 -28531.24926178 -28532.02484426 -28532.15046846 -28531.73684512 -28536.26350386 -28538.89888629 -28534.2263469 -28526.01044455 -28526.31769642 -28530.57046913 -28526.16578105 -28533.00880738 -28531.84312011] manylnprob(): p[0] = [ 1.25079439e+00 2.03352051e+00 8.30079583e-01 -7.95021085e-03 9.36328299e-03 1.23924575e-03 9.21437060e-01 8.85422317e-01] main(): current acceptance fraction: 46.1160714286 MCMC took 80.329775 sec Running MCMC mcmc-default-064-015-035.pickle manylnprob(): lnp = [-28530.515129 -28530.76994863 -28544.0059326 -28565.02867568 -28531.99241951 -28541.07597778 -28548.41212748 -28524.80678255 -28530.81244708 -28530.93903472 -28530.9976264 -28532.34736844 -28547.6367828 -28528.64521588 -28528.20924749 -28551.76163853 -28528.43468866 -28554.53911848 -28533.81108649 -28539.98438879 -28528.10962222 -28526.4834507 -28531.09429308 -28531.98235615 -28527.45745214 -28528.75077176 -28532.54978126 -28546.75484621 -28537.23246401 -28552.56847031 -28527.97393725 -28544.23232984 -28545.93645048 -28538.29701817 -28530.8307086 -28534.15204708 -28545.49999329 -28524.53588859 -28531.67684691 -28524.94025891 -28539.67765031 -28529.38006042 -28534.86428265 -28537.48282224 -28535.67151579 -28538.54497366 -28528.94800418 -28523.51313066 -28540.66867896 -28523.6361252 -28529.09903436 -28530.89439645 -28523.24626745 -28534.51668868 -28534.21623416 -28546.87266064 -28551.41130027 -28561.20731817 -28529.20808917 -28545.61566912 -28532.08115222 -28523.87771164 -28533.96301006 -28531.29257555] manylnprob(): p[0] = [ 1.24978893e+00 2.03234268e+00 8.28153021e-01 -7.95441284e-03 9.36878344e-03 1.23713368e-03 9.24479196e-01 8.78402274e-01] main(): current acceptance fraction: 45.9635416667 MCMC took 79.860746 sec Running MCMC mcmc-default-064-015-036.pickle manylnprob(): lnp = [-28603.2571056 -28539.51286729 -28543.01238158 -28525.44624479 -28530.59533816 -28549.53992256 -28531.57814331 -28541.59284335 -28532.08449313 -28535.77245837 -28533.19694339 -28531.6251106 -28540.89447302 -28530.25312701 -28529.16922918 -28531.43659739 -28523.89272162 -28532.37882053 -28531.45863986 -28538.58543622 -28570.17241654 -28526.35725657 -28533.56060282 -28526.48870495 -28525.42994615 -28527.97363452 -28521.98244197 -28529.36884283 -28666.95689062 -28529.77142539 -28530.28195284 -28538.56112798 -28530.51560065 -28542.80778873 -28540.5680149 -28543.01223113 -28541.32415837 -28529.85587618 -28533.54792231 -28525.97918344 -28535.44799327 -28534.55778051 -28530.20943665 -28531.54025754 -28531.53280262 -28531.63689109 -28532.2775856 -28526.3404009 -28545.37417441 -28524.05641385 -28537.08782041 -28532.31613728 -28524.11352752 -28533.30933795 -28532.99609771 -28531.23917062 -28536.11012673 -28528.05239624 -28526.07143274 -28532.72741056 -28532.93090529 -28524.08313591 -28533.89772492 -28530.85916811] manylnprob(): p[0] = [ 1.24581103e+00 2.02429733e+00 8.24568732e-01 -7.94528280e-03 9.35098723e-03 1.24720944e-03 9.37808067e-01 9.05899864e-01] main(): current acceptance fraction: 46.1148648649 MCMC took 79.677115 sec Running MCMC mcmc-default-064-015-037.pickle manylnprob(): lnp = [-28563.20615814 -28530.61256235 -28549.90869009 -28532.85346998 -28530.25128076 -28529.15803229 -28534.16803863 -28525.70297965 -28546.7467415 -28539.94312327 -28559.47380381 -28530.11568673 -28537.11038948 -28525.54358748 -28526.90850744 -28534.18837891 -28523.504378 -28536.83834474 -28530.0115427 -28546.07486675 -28548.99371871 -28526.53443441 -28539.49484722 -28534.72355242 -28525.9214135 -28528.3799812 -28525.20180881 -28528.89380308 -28675.95176689 -28530.56812834 -28528.73517794 -28569.11649584 -28634.82682691 -28532.783226 -28532.58457713 -28531.25453859 -28531.14000351 -28527.36417349 -28531.91773636 -28525.90262793 -28536.43207115 -28529.58515709 -28562.65451838 -28529.69443567 -28540.43352667 -28533.26840537 -28528.56698703 -28523.91508602 -28539.17059528 -28536.27789607 -28542.56676958 -28536.43230033 -28524.57283391 -28532.34702235 -28529.16476224 -28544.66577287 -28541.33261975 -28527.88932272 -28525.54826508 -28550.25007339 -28534.41366281 -28524.52384801 -28534.26892893 -28535.01632631] manylnprob(): p[0] = [ 1.24931446e+00 2.03055343e+00 8.27956775e-01 -7.94841713e-03 9.35929293e-03 1.25252903e-03 9.40818182e-01 9.19666003e-01] main(): current acceptance fraction: 46.2171052632 MCMC took 79.507267 sec Running MCMC mcmc-default-064-015-038.pickle manylnprob(): lnp = [-28538.49968979 -28534.1655528 -28582.54667472 -28527.23176721 -28537.06915952 -28529.365041 -28539.96701471 -28524.89510952 -28546.28336884 -28535.64878009 -28534.48437366 -28529.21707541 -28535.27149488 -28527.18859238 -28535.24218684 -28532.29424203 -28523.3455134 -28536.34926899 -28529.90909915 -28530.56206223 -28527.69088577 -28530.63426043 -28536.05836183 -28526.53164064 -28526.52652029 -28528.06381821 -28541.01276851 -28531.53373539 -28533.40736028 -28529.2318019 -28531.22146073 -28536.52491032 -28528.58710537 -28533.28980257 -28541.92051708 -28530.69748422 -28528.53563487 -28529.01960649 -28538.24731046 -28524.64943421 -28540.05653377 -28529.11378581 -28529.95322423 -28544.92221842 -28535.46292162 -28544.63017622 -28527.58959245 -28524.58468027 -28559.67047206 -28525.42037673 -28529.92436218 -28533.98586281 -28524.30317377 -28531.98796342 -28549.63053704 -28529.59160873 -28534.37924803 -28527.68125225 -28529.95128682 -28528.99617232 -28532.66569562 -28521.03116026 -28539.39427347 -28554.01986034] manylnprob(): p[0] = [ 1.25033731e+00 2.03386459e+00 8.29398040e-01 -7.94860033e-03 9.36174840e-03 1.24593679e-03 9.27780202e-01 9.01438891e-01] main(): current acceptance fraction: 46.233974359 MCMC took 79.982084 sec Running MCMC mcmc-default-064-015-039.pickle manylnprob(): lnp = [-28592.66930926 -28528.13755453 -28548.0655088 -28528.34572905 -28528.1825406 -28529.13221796 -28534.55186678 -28524.94693781 -28534.97794946 -28533.99905977 -28531.32555739 -28529.54506378 -28533.50983132 -28533.34480694 -28529.76399843 -28529.94577532 -28532.95782004 -28547.29953981 -28530.59610589 -28531.42256932 -28530.6652768 -28527.14013656 -28543.8932982 -28526.65175621 -28518.43356784 -28530.59595543 -28532.16678086 -28539.69441061 -28615.47291532 -28528.22576685 -28536.27244063 -28608.46888897 -28532.39156109 -28529.38497854 -28537.28553578 -28528.11878208 -28528.44593529 -28523.24213131 -28543.7972499 -28526.40365743 -28545.39260852 -28543.68201329 -28528.29784961 -28529.90939613 -28538.66053274 -28533.89147143 -28527.0981744 -28544.07167115 -28545.01448205 -28524.7352202 -28538.77341158 -28529.95482063 -28523.30779476 -28532.889956 -28535.6315052 -28529.53320017 -28537.87588655 -28526.60967291 -28532.76515307 -28537.02673094 -28525.07932917 -28545.09938987 -28528.93033266 -28532.6425585 ] manylnprob(): p[0] = [ 1.25148291e+00 2.03545977e+00 8.31675670e-01 -7.94025373e-03 9.35438548e-03 1.25927125e-03 9.42163627e-01 9.49086013e-01] main(): current acceptance fraction: 46.328125 MCMC took 80.624044 sec Plotting trajectory traj-default-064-015-040.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-040.png Running MCMC mcmc-default-064-015-040.pickle manylnprob(): lnp = [-28576.14343723 -28535.41244675 -28545.66746656 -28524.74048697 -28527.34663712 -28532.22922509 -28530.69939762 -28527.17781185 -28534.95491879 -28529.30099331 -28529.78623217 -28529.87242629 -28538.08416668 -28524.56187829 -28528.26835278 -28525.840429 -28522.37914339 -28532.2032828 -28530.52394322 -28532.04615904 -28530.13333349 -28525.33557588 -28546.71834016 -28526.60106348 -28518.42694066 -28536.30223385 -28545.24198548 -28534.67381255 -28534.47198841 -28538.57874923 -28530.15476386 -28562.73634561 -28529.53576124 -28525.9467614 -28526.25989338 -28528.03780491 -28533.30182532 -28523.73803477 -28545.95217627 -28527.94355786 -28531.49915207 -28529.68504521 -28546.06035061 -28530.4884605 -28545.11998716 -28531.63812486 -28527.16757936 -28541.38327951 -28546.08482444 -28526.10097712 -28536.07292679 -28534.14179083 -28522.89592768 -28533.41639361 -28550.55443981 -28529.80727023 -28550.97605843 -28526.15834602 -28527.77498346 -28524.36234285 -28525.05622723 -28524.7456542 -28528.60585703 -28533.48519398] manylnprob(): p[0] = [ 1.25087571e+00 2.03465606e+00 8.30980188e-01 -7.93901269e-03 9.34626608e-03 1.24616150e-03 9.24455399e-01 9.29296716e-01] main(): current acceptance fraction: 46.3414634146 MCMC took 81.572325 sec Running MCMC mcmc-default-064-015-041.pickle manylnprob(): lnp = [-28529.57503016 -28535.92039913 -28558.68763841 -28524.76655651 -28528.21870534 -28520.2881967 -28535.2066783 -28525.15898888 -28542.72669768 -28528.81229177 -28531.36499858 -28532.22058464 -28533.43319016 -28527.0151122 -28534.22363567 -28524.29266971 -28523.48285157 -28534.09248497 -28529.10974587 -28544.94484263 -28568.51487842 -28524.11729739 -28552.44913561 -28529.31587671 -28519.03452643 -28526.64527867 -28532.61888192 -28528.22849475 -28540.01400311 -28528.8701528 -28526.81593843 -28539.30803236 -28529.72826809 -28524.95888869 -28522.94428574 -28528.38043895 -28529.67899906 -28544.38088006 -28542.13919298 -28593.95428936 -28540.33384953 -28531.44657123 -28527.71633341 -28530.49405317 -28531.21728683 -28525.76960286 -28537.37028839 -28526.66527476 -28537.88584107 -28526.50839992 -28531.16173138 -28555.04159736 -28523.87287017 -28529.81303129 -28527.94497009 -28529.04035375 -28536.68829281 -28528.60111569 -28539.15082865 -28527.23461574 -28525.82338445 -28522.83627445 -28528.79737479 -28537.55485584] manylnprob(): p[0] = [ 1.24937075e+00 2.03153346e+00 8.27000552e-01 -7.95688642e-03 9.37301163e-03 1.23279252e-03 9.19240972e-01 8.64604437e-01] main(): current acceptance fraction: 46.2797619048 MCMC took 84.259937 sec Running MCMC mcmc-default-064-015-042.pickle manylnprob(): lnp = [-28530.85028229 -28534.85106017 -28542.97912395 -28523.29179757 -28535.92801237 -28518.7949117 -28528.9405041 -28531.59864109 -28533.76818176 -28528.28322118 -28531.23390467 -28529.58062013 -28543.02494168 -28534.30738725 -28534.35821411 -28525.50364766 -28521.95762728 -28533.75207417 -28535.24948775 -28526.88014524 -28539.42378624 -28523.34394143 -28543.70969861 -28525.43600854 -28521.3638101 -28526.66484451 -28583.1140152 -28528.00720809 -28588.47399125 -28540.11594307 -28528.72011479 -28535.77909479 -28524.55511307 -28529.02390777 -28523.19452838 -28528.90746549 -28531.9804135 -28519.21092844 -28535.49965939 -28528.42528904 -28530.21885069 -28544.3990517 -28530.25751083 -28534.09905671 -28530.3908663 -28525.5805489 -28527.43871617 -28543.05831991 -28538.77456922 -28535.66365603 -28534.87886276 -28526.90058768 -28525.92947538 -28532.33287588 -28535.47675294 -28529.20987063 -28546.55596274 -28522.29151654 -28528.0435282 -28534.15880955 -28526.78935304 -28522.47606965 -28529.40551197 -28531.7881545 ] manylnprob(): p[0] = [ 1.24812328e+00 2.02830711e+00 8.24602788e-01 -7.96826614e-03 9.38479922e-03 1.23081305e-03 9.16773083e-01 8.33694392e-01] main(): current acceptance fraction: 46.4026162791 MCMC took 79.341447 sec Running MCMC mcmc-default-064-015-043.pickle manylnprob(): lnp = [-28525.12825162 -28524.65171354 -28533.27589181 -28535.53003601 -28537.01723548 -28518.36861182 -28528.39864595 -28525.85237728 -28557.1529443 -28528.93126788 -28529.31972818 -28534.83810773 -28532.52734885 -28536.7431288 -28525.70049002 -28525.90443296 -28530.24038981 -28539.30375838 -28564.32888117 -28529.47345814 -28526.38356271 -28523.71925409 -28532.92422776 -28530.08303878 -28532.96675841 -28538.48162322 -28521.49600519 -28528.23146074 -28545.407378 -28541.5564412 -28526.87059617 -28527.83237497 -28527.64420482 -28527.94335689 -28524.9812523 -28532.12345373 -28525.18184645 -28519.39923719 -28531.92090918 -28567.8202087 -28535.00391936 -28529.48314353 -28532.24547897 -28533.60947803 -28528.40234558 -28526.69761135 -28525.24543277 -28533.45805933 -28545.1662565 -28522.36171954 -28532.201783 -28544.63439432 -28521.59982573 -28531.19161107 -28527.95947399 -28528.23073724 -28540.72561498 -28521.9310114 -28528.05354166 -28526.25457317 -28529.58978457 -28525.07146709 -28527.30503801 -28530.84681853] manylnprob(): p[0] = [ 1.24925933e+00 2.03152720e+00 8.27070775e-01 -7.96191815e-03 9.37843335e-03 1.22699657e-03 9.18428378e-01 8.63579442e-01] main(): current acceptance fraction: 46.5909090909 MCMC took 79.389196 sec Running MCMC mcmc-default-064-015-044.pickle manylnprob(): lnp = [-28531.44563584 -28526.42682178 -28532.15286878 -28531.19449701 -28531.57609178 -28519.03796083 -28530.3273933 -28527.41876542 -28542.42096482 -28550.02756547 -28528.35672949 -28535.98081418 -28530.82899302 -28525.87444179 -28532.19491142 -28523.79958761 -28521.98665856 -28551.10699898 -28533.42838952 -28525.07973787 -28526.68671414 -28541.65215688 -28529.18093595 -28528.0320833 -28521.88282958 -28527.73877435 -28522.7352655 -28544.01370823 -28529.62458244 -28528.20125424 -28520.70056629 -28547.65511631 -28527.38288176 -28527.26888429 -28523.40960756 -28536.38066834 -28525.40316862 -28519.86461321 -28529.17010579 -28527.15660649 -28532.5188821 -28530.74044828 -28540.19017596 -28542.09342034 -28536.43370647 -28523.82237823 -28526.38366838 -28523.80794499 -28544.80724681 -28522.97199763 -28543.40665259 -28528.56743639 -28525.98302445 -28530.05007719 -28527.34580252 -28533.15942696 -28534.30993787 -28522.07721759 -28533.03145296 -28524.74216681 -28526.87900451 -28539.23906193 -28543.42310389 -28539.80026092] manylnprob(): p[0] = [ 1.24961328e+00 2.03154708e+00 8.26847694e-01 -7.94593373e-03 9.36121003e-03 1.24540869e-03 9.21009766e-01 8.66835568e-01] main(): current acceptance fraction: 46.5972222222 MCMC took 79.489827 sec Running MCMC mcmc-default-064-015-045.pickle manylnprob(): lnp = [-28556.10548406 -28526.30634856 -28539.72372098 -28530.74545877 -28529.56212738 -28520.62051698 -28528.36773684 -28525.03139218 -28540.16230276 -28528.1948073 -28534.263841 -28532.30898033 -28533.5249669 -28527.69825391 -28525.69985705 -28536.33105855 -28527.78576274 -28557.39450891 -28529.16069582 -28529.97915584 -28537.03834028 -28533.46743312 -28532.04065671 -28529.32262092 -28518.83405814 -28536.25778834 -28521.78932819 -28534.27772494 -28556.26576018 -28542.92939246 -28523.34371156 -28527.54413617 -28523.33531078 -28534.47232296 -28521.6430015 -28540.31547964 -28525.20946778 -28529.03332703 -28528.64811108 -28523.59488227 -28528.78454132 -28529.9680472 -28527.82527007 -28543.26306211 -28526.30960472 -28521.39222987 -28536.22044505 -28522.7786505 -28543.20235154 -28521.73451789 -28525.50325425 -28527.03112343 -28521.04905483 -28542.58153992 -28530.87000335 -28526.28590088 -28533.31150531 -28522.04259283 -28529.93111486 -28530.129729 -28529.54758189 -28532.77943938 -28528.96826029 -28535.75394686] manylnprob(): p[0] = [ 1.25042151e+00 2.03295574e+00 8.29404449e-01 -7.94795623e-03 9.36294635e-03 1.23232685e-03 9.20201555e-01 9.21527877e-01] main(): current acceptance fraction: 46.4673913043 MCMC took 79.343102 sec Running MCMC mcmc-default-064-015-046.pickle manylnprob(): lnp = [-28531.71209344 -28526.11064896 -28532.86575035 -28528.54805039 -28551.26282338 -28523.65647772 -28528.39512591 -28525.12774668 -28527.26698662 -28526.71267916 -28532.52861542 -28528.69870915 -28541.90123907 -28526.31772129 -28524.19919805 -28525.48433414 -28525.0357253 -28540.03081888 -28528.38566521 -28522.17412569 -28550.4054942 -28526.64927794 -28546.05729518 -28530.76626349 -28519.15237348 -28529.28855312 -28518.11688741 -28528.66241469 -28529.59212465 -28534.62580682 -28525.68358179 -28527.57821196 -28518.91448611 -28528.67359941 -28522.76986677 -28546.17888907 -28525.16668923 -28521.15298066 -28527.99353849 -28529.10121982 -28528.74497649 -28551.83373869 -28533.68386112 -28532.61584292 -28522.46201408 -28521.96269555 -28538.49198001 -28529.59003051 -28532.89313045 -28525.05458999 -28526.43666806 -28524.78545844 -28525.20923173 -28530.8449119 -28529.48450316 -28522.43853407 -28548.88427204 -28530.01319638 -28536.16408108 -28593.56092584 -28533.90208988 -28545.58223493 -28538.39317988 -28544.72785659] manylnprob(): p[0] = [ 1.24954999e+00 2.03183787e+00 8.27689285e-01 -7.95755886e-03 9.37455143e-03 1.23008786e-03 9.22303346e-01 8.73107130e-01] main(): current acceptance fraction: 46.3098404255 MCMC took 79.490156 sec Running MCMC mcmc-default-064-015-047.pickle manylnprob(): lnp = [-28526.98486858 -28526.35996359 -28535.97004683 -28525.04301284 -28532.65024651 -28521.08332312 -28525.86469238 -28538.20611962 -28538.35488703 -28530.3657191 -28531.22190183 -28527.27878962 -28545.85829117 -28551.81783942 -28522.8399611 -28525.04237207 -28523.43180219 -28559.59813302 -28541.28951115 -28528.59246983 -28531.35984512 -28524.67913663 -28532.22579595 -28525.91691101 -28575.73386222 -28527.17560611 -28517.46614491 -28533.37945269 -28526.56443273 -28529.56034074 -28518.65445651 -28525.16920477 -28531.79567401 -28530.00253069 -28526.02767892 -28538.02133576 -28529.34232934 -28519.32990537 -28530.19652794 -28535.99232912 -28534.3320902 -28522.34292265 -28531.07110941 -28528.78368751 -28523.84115009 -28523.1270346 -28534.5104452 -28547.0903905 -28532.67611193 -28524.53146339 -28531.14782567 -28526.70878209 -28523.96074212 -28529.22147031 -28527.21231291 -28529.95430359 -28543.04536785 -28518.05981174 -28536.33058062 -28523.81547422 -28527.39490928 -28524.412379 -28547.21906728 -28536.34969758] manylnprob(): p[0] = [ 1.24959773e+00 2.03235883e+00 8.27191188e-01 -7.96083104e-03 9.37868967e-03 1.22628312e-03 9.15057291e-01 8.60983334e-01] main(): current acceptance fraction: 46.2890625 MCMC took 79.458507 sec Running MCMC mcmc-default-064-015-048.pickle manylnprob(): lnp = [-28524.86119872 -28528.26325641 -28530.48939237 -28525.17678451 -28530.21874498 -28523.89797971 -28540.60338097 -28536.85281965 -28524.36001778 -28525.53783867 -28530.31651104 -28539.59276693 -28542.98939123 -28526.17447614 -28523.95891324 -28525.43698009 -28521.63980892 -28532.84704971 -28534.26872186 -28527.58475405 -28636.37117442 -28523.00426984 -28530.03387448 -28524.97736553 -28528.42602475 -28531.26411081 -28514.4183384 -28527.8715589 -28533.15380642 -28529.32450359 -28518.66129747 -28525.83806436 -28518.5733499 -28528.55597222 -28523.66897326 -28539.91056172 -28633.25044454 -28550.49564289 -28536.4267216 -28545.9555502 -28539.7892043 -28522.71438797 -28525.30385035 -28531.19837927 -28528.25936363 -28526.14619235 -28525.23829818 -28531.29874332 -28530.26524356 -28522.89052434 -28561.54290859 -28535.10265409 -28547.41303576 -28528.26862451 -28527.52696704 -28552.4973045 -28555.61018162 -28520.20154168 -28525.59415348 -28526.76053297 -28529.16081271 -28537.04607996 -28525.12664929 -28527.02203052] manylnprob(): p[0] = [ 1.24930766e+00 2.03170537e+00 8.27204136e-01 -7.96417069e-03 9.38112106e-03 1.22431840e-03 9.18022290e-01 8.61155699e-01] main(): current acceptance fraction: 45.9821428571 MCMC took 79.401067 sec Running MCMC mcmc-default-064-015-049.pickle manylnprob(): lnp = [-28527.8346226 -28534.11052118 -28530.84111714 -28520.91540429 -28531.5763964 -28512.7565324 -28532.78289617 -28585.31847419 -28533.76232789 -28526.92165528 -28533.28900405 -28527.48093104 -28551.24986378 -28536.41343201 -28528.99927052 -28525.31472808 -28541.05328218 -28578.28396339 -28532.36962357 -28525.11128253 -28557.0892135 -28520.69409102 -28542.61377149 -28531.29787915 -28521.84637195 -28529.51033711 -28528.25535072 -28529.7913506 -28524.4683402 -28569.84580922 -28515.93105666 -28518.39644343 -28525.91957845 -28534.15307982 -28523.68692532 -28533.20078756 -28528.17039206 -28520.13720156 -28544.38746964 -28529.36243416 -28521.51013136 -28526.16401173 -28528.58439049 -28524.27683971 -28522.74894536 -28529.46620219 -28530.15418271 -28563.24908938 -28531.53926999 -28546.36619854 -28531.67864888 -28539.6688711 -28526.6681329 -28532.44609699 -28530.31404973 -28526.71232244 -28543.87525861 -28521.86833808 -28525.97720988 -28554.19246572 -28525.96128058 -28537.71379694 -28547.55357511 -28526.77686331] manylnprob(): p[0] = [ 1.24944301e+00 2.03204473e+00 8.27350922e-01 -7.96489957e-03 9.38170651e-03 1.22317395e-03 9.18446648e-01 8.59435812e-01] main(): current acceptance fraction: 45.78125 MCMC took 79.409925 sec Plotting trajectory traj-default-064-015-050.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-050.png Running MCMC mcmc-default-064-015-050.pickle manylnprob(): lnp = [-28526.22538098 -28523.65791352 -28546.88717837 -28521.00034448 -28535.93009495 -28572.0683928 -28523.95218416 -28524.08932286 -28534.49720287 -28541.28474669 -28531.0976008 -28527.45241356 -28555.60425199 -28530.53796388 -28522.66951876 -28581.59538588 -28525.08749716 -28532.07661977 -28534.80469982 -28524.86199153 -28528.11895538 -28522.27533591 -28537.12746777 -28521.7025373 -28540.23935965 -28543.34594371 -28513.91469379 -28537.59321655 -28524.12247474 -28529.45416352 -28515.89083897 -28518.75150508 -28519.21867217 -28543.79249109 -28524.38664536 -28539.41198329 -28530.95189077 -28525.23681444 -28524.33231953 -28535.43747156 -28522.81814184 -28534.33029164 -28527.55162957 -28524.60406202 -28522.7282048 -28522.53503462 -28523.99235826 -28539.91062725 -28530.66295127 -28523.69837345 -28521.2394021 -28532.47079944 -28525.03817112 -28529.29599325 -28526.59701795 -28566.73767089 -28532.74966963 -28520.45018701 -28532.1747679 -28531.90147862 -28526.24817495 -28522.98404492 -28537.7051663 -28526.45303901] manylnprob(): p[0] = [ 1.24923025e+00 2.03153084e+00 8.27122888e-01 -7.96241795e-03 9.37792720e-03 1.22730987e-03 9.15967972e-01 8.72898794e-01] main(): current acceptance fraction: 45.8026960784 MCMC took 79.45543 sec Running MCMC mcmc-default-064-015-051.pickle manylnprob(): lnp = [-28523.57915705 -28523.1022593 -28538.46977787 -28521.46378503 -28526.9930571 -28512.98454563 -28525.00437128 -28524.52073869 -28536.84739447 -28536.79149021 -28526.289821 -28527.87647636 -28531.05345397 -28524.36929912 -28527.93684293 -28535.52214428 -28520.31943874 -28536.71454175 -28523.45835438 -28523.75205063 -28525.71599221 -28520.19374256 -28534.05421509 -28521.21710455 -28518.90678607 -28527.07685755 -28516.26899945 -28602.48081835 -28521.42846182 -28542.86974795 -28520.78905617 -28517.27807893 -28514.71637838 -28527.21145556 -28529.00014969 -28540.88990713 -28527.31758303 -28517.90065066 -28522.38657601 -28554.60543886 -28524.06686577 -28571.47211949 -28545.11022075 -28528.24215828 -28522.50027666 -28522.03935061 -28527.77183643 -28565.98179855 -28543.24553918 -28522.76657067 -28522.59289623 -28588.39453419 -28522.95735631 -28541.57600924 -28527.15760573 -28523.26427887 -28530.47584412 -28519.75857035 -28535.227489 -28528.36532228 -28526.26304762 -28521.44864894 -28527.6714583 -28534.79849716] manylnprob(): p[0] = [ 1.25039710e+00 2.03457863e+00 8.28966445e-01 -7.96139811e-03 9.37708387e-03 1.22689728e-03 9.15206480e-01 8.70734725e-01] main(): current acceptance fraction: 45.8834134615 MCMC took 79.4531 sec Running MCMC mcmc-default-064-015-052.pickle manylnprob(): lnp = [-28525.89055173 -28529.55699336 -28544.87104563 -28518.03087029 -28529.03768362 -28510.81227365 -28526.56521178 -28523.59680644 -28541.75031945 -28528.73242843 -28526.26470918 -28525.47631648 -28530.39241722 -28525.8717704 -28544.82396242 -28538.26930695 -28521.7446234 -28534.4755262 -28532.91532893 -28535.95545649 -28525.07515261 -28523.2496154 -28526.41439703 -28535.3653117 -28522.36298718 -28522.76511931 -28525.64633038 -28530.52549818 -28523.28786541 -28546.87434614 -28511.21184925 -28524.01802244 -28514.8206058 -28527.61600544 -28528.49512074 -28541.27216703 -28529.00661806 -28518.20420415 -28523.99107325 -28536.72407131 -28528.95551229 -28655.77315362 -28532.88352974 -28543.31011925 -28522.65962836 -28522.68845766 -28532.92472703 -28519.81438938 -28539.37294588 -28538.750355 -28520.88130487 -28540.17350955 -28537.62767117 -28527.89289312 -28526.11870015 -28522.37901914 -28545.47115012 -28523.55678266 -28524.90314001 -28541.37829259 -28522.87142503 -28532.95117104 -28524.55473909 -28557.46702137] manylnprob(): p[0] = [ 1.25006514e+00 2.03396603e+00 8.28721555e-01 -7.95959766e-03 9.37485157e-03 1.23150807e-03 9.16146605e-01 8.79848043e-01] main(): current acceptance fraction: 45.7252358491 MCMC took 79.462935 sec Running MCMC mcmc-default-064-015-053.pickle manylnprob(): lnp = [-28562.81018526 -28522.97433508 -28548.42520362 -28517.86176427 -28531.2996009 -28536.34487831 -28527.32775087 -28540.74199169 -28549.81836742 -28530.85918009 -28526.1823291 -28525.54426277 -28539.89254406 -28536.69583417 -28541.51157531 -28524.59436509 -28520.5667422 -28531.88726732 -28523.9027339 -28525.05601251 -28524.45595188 -28519.87434677 -28526.24824698 -28526.36543065 -28535.64270666 -28522.95797108 -28518.4776629 -28532.15402502 -28529.68948786 -28525.81635439 -28512.81295413 -28520.40142442 -28512.83561004 -28524.39648203 -28540.60376141 -28527.28543645 -28521.4671744 -28519.40017514 -28530.64695307 -28531.52471341 -28525.64201677 -28520.67075067 -28549.86993854 -28530.13754505 -28534.90654314 -28523.44593726 -28524.21273215 -28523.56431546 -28541.89984233 -28530.57723804 -28535.28970398 -28540.72888527 -28531.44824807 -28527.36094197 -28541.9669784 -28526.54330472 -28538.3618232 -28527.08985892 -28540.81783053 -28527.90688049 -28523.02379959 -28530.42131559 -28524.22953574 -28522.88632563] manylnprob(): p[0] = [ 1.24742962e+00 2.02665153e+00 8.24938272e-01 -7.96000672e-03 9.36121400e-03 1.23561071e-03 9.22007813e-01 9.43067699e-01] main(): current acceptance fraction: 45.5439814815 MCMC took 79.35871 sec Running MCMC mcmc-default-064-015-054.pickle manylnprob(): lnp = [-28544.57972088 -28525.3721263 -28529.49555741 -28520.85558831 -28529.62055719 -28512.69939838 -28533.03506517 -28519.49702452 -28542.07693393 -28541.98178592 -28528.22630288 -28525.29405592 -28545.26756584 -28523.81843885 -28530.06310398 -28523.15667079 -28520.73766207 -28545.58178815 -28525.64415635 -28527.67411157 -28521.79782154 -28519.50779274 -28539.93734927 -28527.95278763 -28523.94735938 -28523.03782295 -28520.66374304 -28527.1542436 -28525.16075574 -28535.41260216 -28509.06733107 -28516.49133827 -28514.83122513 -28520.84883271 -28524.57469155 -28527.17020039 -28523.71265592 -28533.28916559 -28524.69341449 -28532.39147666 -28525.60746699 -28517.25959681 -28542.90236736 -28516.71748955 -28520.72703341 -28522.12738059 -28521.94488285 -28557.15606465 -28555.80947603 -28540.36639029 -28521.10480093 -28528.31446509 -28530.68007355 -28527.1738167 -28526.26138585 -28522.46331387 -28530.09542819 -28534.96594285 -28527.07160484 -28540.74310254 -28524.20547402 -28520.96784723 -28523.05828449 -28529.91752706] manylnprob(): p[0] = [ 1.25186807e+00 2.03817644e+00 8.32378151e-01 -7.95236227e-03 9.36527719e-03 1.23471806e-03 9.25110116e-01 8.78824611e-01] main(): current acceptance fraction: 45.4545454545 MCMC took 79.419104 sec Running MCMC mcmc-default-064-015-055.pickle manylnprob(): lnp = [-28551.78556952 -28521.5061361 -28534.58489286 -28523.35630367 -28532.39398288 -28508.94155748 -28526.09476835 -28515.81647164 -28529.19884415 -28527.63281415 -28528.07305697 -28529.24905228 -28530.15112097 -28521.94962389 -28537.48686614 -28522.38424196 -28546.76413413 -28529.22146394 -28525.7149347 -28525.6513787 -28522.09930123 -28520.79443778 -28529.08347589 -28515.53866505 -28565.94345556 -28521.57212818 -28513.213704 -28527.22953586 -28526.86221482 -28525.73294424 -28509.02224025 -28512.67985825 -28513.55066936 -28524.11222344 -28518.71253883 -28526.1227886 -28542.24383275 -28519.73892958 -28551.53471422 -28526.34933839 -28521.00390485 -28515.57422814 -28530.15402372 -28514.7499083 -28525.4153904 -28524.37419215 -28520.58326329 -28535.59220213 -28532.05507316 -28526.02820257 -28530.23542607 -28524.98666616 -28531.85915447 -28546.71086887 -28529.73077525 -28521.08624169 -28530.5046826 -28517.79005193 -28529.80757978 -28526.69310292 -28522.50246748 -28531.72117213 -28524.90496517 -28522.62247739] manylnprob(): p[0] = [ 1.24874015e+00 2.02980514e+00 8.27248271e-01 -7.95667602e-03 9.35129982e-03 1.23048326e-03 9.19652739e-01 9.00009061e-01] main(): current acceptance fraction: 45.703125 MCMC took 79.311625 sec Running MCMC mcmc-default-064-015-056.pickle manylnprob(): lnp = [-28526.0724675 -28517.62459586 -28525.88585779 -28517.07751193 -28537.69039783 -28513.7954042 -28524.13439911 -28510.16230632 -28529.82938549 -28526.29757672 -28525.89193459 -28526.94456129 -28528.66615058 -28522.83419271 -28524.08575285 -28522.64365905 -28519.33590065 -28567.23894107 -28527.88275611 -28525.79700576 -28589.0952976 -28522.26971394 -28530.39435814 -28518.60876182 -28568.61191543 -28518.5937121 -28514.02355629 -28526.6791603 -28523.51880101 -28519.75279202 -28512.83776952 -28511.88948392 -28511.56581074 -28521.8600357 -28520.20910429 -28525.66781822 -28543.04938774 -28510.26804269 -28530.16269593 -28523.94369861 -28517.11456651 -28515.72497622 -28527.57861078 -28514.45570589 -28521.7523897 -28515.16018859 -28515.93592104 -28524.081459 -28532.82665306 -28522.37104031 -28521.08598656 -28524.68576546 -28543.80903702 -28525.12234836 -28526.39743736 -28526.0004267 -28530.15896057 -28529.36927164 -28523.69135416 -28564.72905913 -28521.84888215 -28530.20078247 -28535.70445808 -28536.09470592] manylnprob(): p[0] = [ 1.25077221e+00 2.03550730e+00 8.29858977e-01 -7.95884086e-03 9.37365760e-03 1.22915754e-03 9.17760195e-01 8.72937758e-01] main(): current acceptance fraction: 45.9703947368 MCMC took 79.359924 sec Running MCMC mcmc-default-064-015-057.pickle manylnprob(): lnp = [-28525.95182692 -28517.52532687 -28532.50907574 -28518.85972311 -28538.77313063 -28514.24477115 -28526.84609342 -28515.48327612 -28538.3915535 -28544.90721879 -28528.11628056 -28545.82729805 -28527.24919817 -28522.86860985 -28556.41488761 -28523.45391895 -28522.45884416 -28528.88447054 -28524.58958145 -28527.41390159 -28539.47855852 -28526.02720995 -28532.87515403 -28517.84021879 -28516.50357509 -28520.40880027 -28514.64070464 -28552.58117666 -28523.10138763 -28519.76675949 -28510.64955311 -28511.73503464 -28512.71201127 -28522.70027797 -28570.13877794 -28537.49334781 -28533.50434981 -28509.7164111 -28530.40492857 -28525.02658354 -28519.20811139 -28516.51833661 -28523.81622843 -28515.02258109 -28527.02218188 -28512.95243845 -28515.88715015 -28522.51023437 -28545.69554222 -28522.08529893 -28521.87590832 -28524.23745222 -28523.82687403 -28551.08061909 -28527.4845036 -28520.9109333 -28536.2578754 -28520.36159782 -28515.02120916 -28536.57462347 -28522.91539519 -28535.21471639 -28520.46372699 -28523.20247504] manylnprob(): p[0] = [ 1.25077343e+00 2.03550988e+00 8.29850804e-01 -7.95894763e-03 9.37386872e-03 1.22903512e-03 9.17703314e-01 8.72940062e-01] main(): current acceptance fraction: 45.9051724138 MCMC took 79.461726 sec Running MCMC mcmc-default-064-015-058.pickle manylnprob(): lnp = [-28525.11674398 -28515.64651315 -28534.8028003 -28521.23859242 -28551.338533 -28545.2889269 -28541.77882075 -28510.28747233 -28517.51289753 -28527.90626379 -28531.18486657 -28523.46950359 -28526.81836187 -28520.69509976 -28528.74228216 -28524.26569256 -28524.55643921 -28531.05460216 -28523.26135272 -28537.22995441 -28529.80342292 -28519.96132662 -28524.74723442 -28516.79379356 -28535.26113626 -28521.03264251 -28529.85104395 -28527.49237007 -28520.78920565 -28519.0585009 -28532.11989627 -28517.45805729 -28497.79527978 -28524.5182962 -28517.11197693 -28531.95267215 -28517.58714338 -28502.12210196 -28522.01232341 -28523.88187193 -28520.05520892 -28518.10233477 -28522.38303691 -28515.32771057 -28522.67330891 -28517.63754923 -28517.45693983 -28531.07019859 -28563.35681606 -28525.88884763 -28532.9065952 -28524.19025147 -28523.11189676 -28533.81279009 -28525.18893484 -28516.22645662 -28545.46768867 -28544.42543478 -28523.69650786 -28544.41316617 -28519.05104463 -28522.87286368 -28521.33854472 -28525.52561543] manylnprob(): p[0] = [ 1.25122031e+00 2.03671004e+00 8.29804828e-01 -7.95886243e-03 9.38187282e-03 1.21146937e-03 9.15679108e-01 8.72887356e-01] main(): current acceptance fraction: 45.8951271186 MCMC took 79.318986 sec Running MCMC mcmc-default-064-015-059.pickle manylnprob(): lnp = [-28556.25285383 -28565.74540612 -28530.23357813 -28513.99549605 -28547.25131434 -28508.59001333 -28536.59701725 -28510.30750422 -28521.57097374 -28521.09436852 -28531.20322766 -28525.11295325 -28522.66019815 -28528.5640376 -28526.85099412 -28528.50002313 -28522.53487822 -28524.69632007 -28523.03920773 -28528.03969262 -28521.48652912 -28551.06966741 -28524.0652421 -28547.19601839 -28515.87422876 -28520.1397833 -28517.75322845 -28527.06129671 -28524.18981049 -28518.45863461 -28516.81728512 -28515.5152159 -28494.77836195 -28524.95565226 -28519.01292017 -28542.78421371 -28515.29822671 -28528.50256561 -28536.53657684 -28533.77249291 -28565.67115921 -28516.04648603 -28517.25832068 -28510.25822382 -28522.92671508 -28512.89894828 -28554.85937349 -28527.70887521 -28540.94735778 -28523.25277094 -28518.91763866 -28526.47702659 -28525.94971604 -28525.14473601 -28538.75291901 -28516.56506708 -28530.83185376 -28523.41873993 -28514.06992092 -28546.71327458 -28516.04061126 -28537.05435796 -28528.75618802 -28632.07489198] manylnprob(): p[0] = [ 1.24163975e+00 2.01736672e+00 8.18178872e-01 -7.96800704e-03 9.37472558e-03 1.25248775e-03 9.26709112e-01 9.05547250e-01] main(): current acceptance fraction: 45.9375 MCMC took 79.333328 sec Plotting trajectory traj-default-064-015-060.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-060.png Running MCMC mcmc-default-064-015-060.pickle manylnprob(): lnp = [-28521.03300493 -28517.42863841 -28524.42120509 -28516.19651129 -28531.03495794 -28534.66157155 -28527.20119754 -28508.65370885 -28522.05063371 -28518.78128537 -28536.3246295 -28559.95723121 -28522.26382072 -28527.48971541 -28518.49077798 -28525.2498473 -28543.23818905 -28532.67658562 -28536.26236395 -28522.99283083 -28521.83140927 -28520.32431329 -28532.20521569 -28516.57393163 -28529.61906716 -28523.59713616 -28521.98595912 -28543.77762238 -28523.87765573 -28520.76573845 -28510.58158374 -28512.67566162 -28496.74100131 -28522.76439399 -28520.03586208 -28547.14590419 -28516.88272845 -28512.04287799 -28526.64709025 -28524.47851588 -28523.56662434 -28511.0360473 -28524.93530942 -28538.54773738 -28523.29415523 -28512.99553014 -28511.62489298 -28520.66544482 -28524.69998189 -28531.65786388 -28518.36180465 -28524.62470004 -28524.03596444 -28541.59189354 -28517.63335082 -28539.40923385 -28563.83083443 -28515.62553675 -28515.96464428 -28525.79858887 -28517.26876964 -28525.73872439 -28518.31065481 -28528.38541908] manylnprob(): p[0] = [ 1.25124616e+00 2.03695620e+00 8.30248602e-01 -7.96260617e-03 9.38004981e-03 1.22611912e-03 9.18686258e-01 8.72043316e-01] main(): current acceptance fraction: 45.9528688525 MCMC took 79.411419 sec Running MCMC mcmc-default-064-015-061.pickle manylnprob(): lnp = [-28529.65182552 -28515.00204958 -28523.95371419 -28520.74869455 -28529.84603592 -28531.80312226 -28527.47526194 -28571.6956232 -28531.95945581 -28510.2398302 -28547.76369645 -28533.55687635 -28512.11769929 -28521.08460707 -28518.60780071 -28524.67297708 -28523.70944437 -28524.10994577 -28523.20470467 -28522.60975666 -28558.28531699 -28530.21060826 -28527.45573264 -28516.30067255 -28518.25454426 -28522.64404886 -28514.7549913 -28516.22258617 -28530.16173148 -28548.39535383 -28522.84742709 -28508.01887921 -28496.87251153 -28535.96204729 -28522.49588751 -28536.98853884 -28511.61789643 -28493.27942177 -28517.15642197 -28525.34877014 -28525.47071135 -28517.22513271 -28518.48286519 -28534.53525033 -28523.44733878 -28512.64444911 -28514.72848554 -28520.99432429 -28521.2393993 -28531.33606779 -28531.8453259 -28526.13615249 -28521.30789515 -28527.47610791 -28519.72360578 -28516.41692425 -28533.32587953 -28512.99004262 -28548.84258342 -28604.46892811 -28518.9138174 -28528.40615723 -28512.78745888 -28529.29752581] manylnprob(): p[0] = [ 1.24995511e+00 2.03436509e+00 8.29137507e-01 -7.95957876e-03 9.36958818e-03 1.23976459e-03 9.24225366e-01 8.81549819e-01] main(): current acceptance fraction: 45.9173387097 MCMC took 79.418945 sec Running MCMC mcmc-default-064-015-062.pickle manylnprob(): lnp = [-28521.8872505 -28516.24713551 -28525.07903006 -28514.4092149 -28517.64035856 -28503.98520906 -28542.78883011 -28594.03014083 -28521.86323684 -28501.9328491 -28537.64020452 -28518.99674668 -28512.77188922 -28521.23058073 -28521.90800065 -28527.86777782 -28542.43437077 -28526.57232316 -28538.77091172 -28537.87928906 -28521.75314855 -28519.37468691 -28523.64587005 -28517.87956836 -28528.79807839 -28522.48993649 -28516.80718595 -28510.16803927 -28527.84682027 -28591.82990305 -28510.58018861 -28512.03946541 -28495.07614481 -28516.94862235 -28516.65502351 -28528.12059421 -28514.27419089 -28497.92614752 -28517.40027874 -28520.70329956 -28545.53864031 -28505.12513168 -28516.65645584 -28509.08454558 -28523.16448123 -28514.03735438 -28529.92268007 -28547.26287144 -28520.5135499 -28523.22604527 -28518.0814415 -28538.56911156 -28518.90215069 -28532.59196055 -28518.90082495 -28520.74663414 -28584.86936202 -28515.64203018 -28512.65143656 -28526.72151495 -28516.3406954 -28550.16969789 -28574.87219741 -28522.14778859] manylnprob(): p[0] = [ 1.25156000e+00 2.03666172e+00 8.29811070e-01 -7.96727941e-03 9.38719740e-03 1.22563173e-03 9.17298749e-01 8.54447239e-01] main(): current acceptance fraction: 46.0317460317 MCMC took 79.390181 sec Running MCMC mcmc-default-064-015-063.pickle manylnprob(): lnp = [-28523.77301918 -28515.3438151 -28523.49055956 -28523.03326839 -28511.78998495 -28503.38034242 -28533.79994045 -28497.50349593 -28525.07404194 -28503.49247465 -28545.62986599 -28517.35308143 -28524.76016843 -28527.77354548 -28522.03396246 -28525.31967013 -29710.00187826 -28537.4158983 -28541.91963112 -28522.49714088 -28525.86671757 -28520.01607928 -28519.3278135 -28519.86740311 -28517.59598647 -28516.33574208 -28511.24495072 -28509.82124495 -28523.86640144 -28520.41775937 -28516.40023535 -28511.16614336 -28495.71038957 -28514.12316857 -28521.78312295 -28536.11444989 -28516.53320594 -28511.94402716 -28520.90597695 -28526.50298447 -28551.49488397 -28509.16546203 -28531.82760004 -28509.80156642 -28522.74632373 -28519.88684554 -28528.93150749 -28537.67344002 -28532.29487939 -28524.85871384 -28518.06675566 -28525.00947659 -28516.84404897 -28530.20972475 -28517.71092169 -28513.65819808 -28530.70555942 -28509.83284346 -28513.18841452 -28532.95203486 -28541.74406674 -28538.99254075 -28516.38585414 -28520.67018138] manylnprob(): p[0] = [ 1.25142365e+00 2.03725991e+00 8.30642135e-01 -7.95903630e-03 9.37724070e-03 1.22958063e-03 9.17932689e-01 8.83291005e-01] main(): current acceptance fraction: 45.9228515625 MCMC took 79.338413 sec Running MCMC mcmc-default-064-015-064.pickle manylnprob(): lnp = [-28521.93236346 -28516.90260929 -28519.75788863 -28515.21591263 -28511.61868932 -28508.07746127 -28540.86125467 -28498.98141698 -28519.61547351 -28528.06431657 -28559.85705471 -28517.44090001 -28515.65370013 -28589.10864527 -28525.70187147 -28526.96798529 -29718.99954937 -28553.07941694 -28544.5451633 -28518.72557839 -28564.06385272 -28521.86983546 -28522.05565207 -28529.06542855 -28519.84592578 -28523.23813029 -28514.40413668 -28516.02100264 -28525.52598101 -28522.1368804 -28509.96255723 -28508.91996822 -28513.98166279 -28521.57051466 -28512.24279127 -28535.45537219 -28521.89121103 -28524.64681582 -28520.53802361 -28523.66720393 -28517.59399849 -28498.84355161 -28512.63791409 -28509.49709711 -28530.93734216 -28513.06070053 -28517.35131365 -28522.82680122 -28524.08407618 -28532.86301265 -28516.84219651 -28522.51391273 -28517.8020558 -28527.30681808 -28518.73149197 -28516.11467972 -28529.20752891 -28517.93077945 -28522.78857116 -28598.8895865 -28542.27015252 -28530.70171698 -28563.64926308 -28522.02659309] manylnprob(): p[0] = [ 1.25115744e+00 2.03673958e+00 8.30128768e-01 -7.96240804e-03 9.37926656e-03 1.22601902e-03 9.18929430e-01 8.73890512e-01] main(): current acceptance fraction: 45.7451923077 MCMC took 79.39246 sec Running MCMC mcmc-default-064-015-065.pickle manylnprob(): lnp = [-28520.59463433 -28518.69966698 -28521.78705527 -28514.79724415 -28515.6585038 -28535.7172251 -28548.75698132 -28497.78085034 -28523.83040986 -28504.33389214 -28525.51515513 -28518.59597652 -28513.48009498 -28517.45939684 -28529.60520137 -28515.82691441 -28550.6871196 -28526.38759324 -28508.82101359 -28514.85465062 -28520.5386343 -28529.87283205 -28525.91128732 -28522.0159218 -28513.54162658 -28515.97717742 -28501.78372647 -28510.0214966 -28515.27439446 -28540.94974504 -28510.0360053 -28505.24489195 -28495.39907309 -28517.71725656 -28512.48150327 -28533.87018398 -28516.38208773 -28500.03640868 -28520.51571978 -28508.21036697 -28512.46868334 -28499.77959364 -28523.49733926 -28508.07536826 -28534.78713519 -28516.48725356 -28515.64615472 -28518.45211786 -28520.30533889 -28533.53554166 -28518.94434311 -28531.20055641 -28517.37887265 -28526.11786916 -28518.09645125 -28522.02009609 -28530.36177194 -28514.70441791 -28512.54525134 -28565.98038804 -28549.09741179 -28515.35457319 -28518.9848039 -28520.25598218] manylnprob(): p[0] = [ 1.25138001e+00 2.03741220e+00 8.30460786e-01 -7.96195976e-03 9.38160195e-03 1.22750055e-03 9.18702320e-01 8.69506182e-01] main(): current acceptance fraction: 45.8096590909 MCMC took 79.58294 sec Running MCMC mcmc-default-064-015-066.pickle manylnprob(): lnp = [-28537.37389433 -28524.49001042 -28526.44209852 -28512.23778737 -28511.44278534 -28502.38360821 -28521.26642408 -28500.52864202 -28540.2679375 -28535.69558004 -28527.27139408 -28521.9639588 -28517.5803428 -28521.57149259 -28520.0570733 -28515.80884876 -29710.72027731 -28516.53774224 -28515.75985896 -28516.96035538 -28523.72666133 -28512.61884975 -28552.73770543 -28523.81174898 -28513.42098527 -28515.72201558 -28508.69667041 -28509.99990239 -28516.83074106 -28524.40992483 -28513.75051583 -28510.58515036 -28497.78966485 -28518.17575145 -28512.94868589 -28538.08396611 -28514.66263541 -28517.8321175 -28520.2801443 -28514.78619545 -28508.39296382 -28499.34223032 -28519.72812005 -28536.7128119 -28519.55416383 -28509.42428949 -28510.96126343 -28553.33776971 -28519.47985999 -28518.48073194 -28519.1351163 -28528.92616692 -28521.7886384 -28538.18300676 -28515.91037415 -28513.69565963 -28524.45125822 -28514.77347935 -28511.73472238 -28521.73372919 -28530.51251388 -28513.14639092 -28521.1283093 -28540.28836885] manylnprob(): p[0] = [ 1.24853331e+00 2.02995023e+00 8.26529796e-01 -7.96318659e-03 9.36082201e-03 1.21868968e-03 9.21345214e-01 9.11995781e-01] main(): current acceptance fraction: 45.802238806 MCMC took 79.566978 sec Running MCMC mcmc-default-064-015-067.pickle manylnprob(): lnp = [-28518.54347398 -28517.86336365 -28509.73255531 -28513.05477905 -28513.87891793 -28507.11210895 -28518.51568029 -28537.11982241 -28514.42074762 -28502.64169486 -28530.62409536 -28523.29228542 -28530.60746578 -28517.81366259 -28521.65198667 -28515.35767108 -28515.58635467 -28517.44470584 -28506.24300229 -28501.93219933 -28552.06043192 -28512.52792013 -28525.80166007 -28791.52257583 -28510.80656614 -28517.43738196 -28502.1522364 -28510.70652968 -28508.22519679 -28523.44635317 -28511.76960765 -28500.64003523 -28526.20886242 -28532.8600638 -28514.63956837 -28549.80671931 -28514.39781289 -28517.29036993 -28516.60901894 -28506.61554031 -28537.56907284 -28512.73053621 -28533.48920746 -28515.10201363 -28519.44478715 -28541.09405239 -28532.87396289 -28517.07674034 -28520.62176781 -28522.82356845 -28517.16231192 -28522.54653305 -28519.88265184 -28520.88195722 -28525.0706911 -28509.78913241 -28516.50114021 -28512.55544807 -28513.72167174 -28526.44942885 -28513.78108185 -28515.74422129 -28529.56125026 -28517.3151091 ] manylnprob(): p[0] = [ 1.25182799e+00 2.03824898e+00 8.30709519e-01 -7.96294871e-03 9.38616740e-03 1.22590757e-03 9.19919590e-01 8.63435806e-01] main(): current acceptance fraction: 45.9099264706 MCMC took 79.462294 sec Running MCMC mcmc-default-064-015-068.pickle manylnprob(): lnp = [-28518.27387327 -28520.89637926 -28515.52978991 -28511.38135823 -28514.25371039 -28506.33924438 -28515.27029536 -28494.73514181 -28512.1166771 -28525.37684502 -28524.07049217 -28519.47742855 -28511.99264451 -28599.33328113 -28519.18270356 -28514.14602324 -28516.00065611 -28528.99372572 -28510.28908565 -28522.73453917 -28534.29360307 -28515.1133243 -28523.62360763 -28517.36425928 -28511.6495328 -28528.15837205 -28502.96419095 -28509.77667898 -28517.35060477 -28523.53398559 -28511.67095672 -28500.87897531 -28524.90447777 -28525.62885818 -28512.12346682 -28536.72874062 -28512.29940497 -28501.82198538 -28516.18377982 -28504.86352943 -28509.0785241 -28498.73314759 -28512.42202971 -28509.18977603 -28533.88952752 -28515.55175143 -28523.14071207 -28526.22233409 -28536.2742227 -28514.65957105 -28520.81612368 -28539.38618938 -28515.45058896 -28524.33106288 -28520.28877017 -28515.8765456 -28516.44281768 -28512.70376008 -28513.80498291 -28522.40979224 -28514.83048141 -28543.82361376 -28509.73401536 -28512.58567846] manylnprob(): p[0] = [ 1.25191940e+00 2.03847965e+00 8.30813784e-01 -7.96306159e-03 9.38676541e-03 1.22573984e-03 9.19996083e-01 8.62659303e-01] main(): current acceptance fraction: 45.946557971 MCMC took 79.405953 sec Running MCMC mcmc-default-064-015-069.pickle manylnprob(): lnp = [-28522.90161374 -28552.317 -28508.83558384 -28508.15155629 -28531.46542746 -28503.65775334 -28519.64135613 -28491.58496705 -28513.38262009 -28503.95200621 -28522.56111314 -28521.20646153 -28513.18921574 -28519.25085066 -28529.97052992 -28514.48663226 -28538.37410895 -28515.11223157 -28519.75187575 -28503.3961125 -28544.26385922 -28511.62791927 -28548.68612924 -28516.53021277 -28508.63179251 -28510.89287044 -28505.10715151 -28509.22940857 -28508.51452111 -28518.63554187 -28514.23185276 -28501.53109478 -28578.25872265 -28513.93666907 -28512.90389911 -28530.60934907 -28514.58989571 -28495.59854457 -28516.18568516 -28506.04564426 -28553.13422909 -28509.09257426 -28512.09043117 -28545.04199208 -28522.18484152 -28509.4003347 -28544.21155203 -28523.37244593 -28592.34293258 -28514.44832027 -28523.07366926 -28521.0752625 -28518.36183935 -28522.8880315 -28520.09238048 -28509.79763262 -28517.12617455 -28508.71402875 -28514.42612102 -28514.85243399 -28514.10297446 -28513.87583242 -28509.50971025 -28515.2227829 ] manylnprob(): p[0] = [ 1.25135333e+00 2.03773760e+00 8.30764879e-01 -7.96228499e-03 9.37959038e-03 1.22874892e-03 9.17048765e-01 8.74914637e-01] main(): current acceptance fraction: 46.1607142857 MCMC took 79.454678 sec Plotting trajectory traj-default-064-015-070.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-070.png Running MCMC mcmc-default-064-015-070.pickle manylnprob(): lnp = [-28529.64209123 -28508.30346148 -28509.86161239 -28508.41055895 -28511.25486402 -28510.30012301 -28518.00218093 -28494.047545 -28517.832809 -28502.39787746 -28525.80623936 -28525.22427053 -28513.25431071 -28517.00603055 -28521.18853204 -28514.94911737 -28588.06329502 -28518.10615628 -28511.94517 -28500.88891409 -28562.68379793 -28510.49432744 -28535.9099203 -28518.40798193 -28510.47071205 -28511.14474923 -28502.5385746 -28505.83024253 -28510.31466302 -28545.4079716 -28553.96637065 -28505.94571777 -28494.40808067 -28514.42534059 -28540.39335857 -28540.44060997 -28517.23896575 -28496.54547494 -28519.7402027 -28505.62354066 -28507.96525538 -28548.43293436 -28517.08963231 -28503.73803715 -28521.13025186 -28520.46871142 -28520.61246937 -28510.71772086 -28544.01827049 -28530.57481672 -28529.17724296 -28525.30049801 -28512.81017519 -28536.4364429 -28520.5032242 -28562.84548982 -28514.36879225 -28540.46037338 -28511.89690812 -28513.96666947 -28514.79000674 -28521.91511375 -28506.85085665 -28514.33298043] manylnprob(): p[0] = [ 1.25269574e+00 2.03832923e+00 8.31968124e-01 -7.93736970e-03 9.35506185e-03 1.25772374e-03 9.20956120e-01 8.85966580e-01] main(): current acceptance fraction: 46.1047535211 MCMC took 81.349093 sec Running MCMC mcmc-default-064-015-071.pickle manylnprob(): lnp = [-28520.39588823 -28524.72838946 -28513.32403208 -28518.10203543 -28515.21097108 -28504.11640125 -28518.77754718 -28490.6967838 -28515.62004206 -28509.55069754 -28515.19353354 -28543.34968826 -28512.05958021 -28515.24291763 -28537.65868005 -28518.8819047 -28525.1497132 -28536.07474465 -28510.53757152 -28500.73319638 -28520.89815723 -28575.49350594 -28541.04724788 -28616.01141005 -28514.57752828 -28523.71096534 -28544.19307518 -28506.85633626 -28515.07939064 -28522.33917765 -28522.88637408 -28501.63706388 -28499.67208838 -28509.77156928 -28523.81170527 -28526.11316783 -28513.56492484 -28493.64000706 -28523.69196883 -28538.45464363 -28541.4296744 -28502.08430732 -28512.28662005 -28503.79594057 -28518.74436748 -28509.22880717 -28517.24686886 -28510.39268188 -28526.75021264 -28512.35689446 -28516.69456791 -28526.97695851 -28511.37000875 -28519.03689056 -28527.50471909 -28519.72560006 -28520.59936336 -28508.89179594 -28512.19525291 -28515.55965058 -28525.72493676 -28516.54068328 -28506.67512394 -28521.03301762] manylnprob(): p[0] = [ 1.25234141e+00 2.03940777e+00 8.31290679e-01 -7.96510614e-03 9.38969737e-03 1.22127160e-03 9.17619250e-01 8.60496752e-01] main(): current acceptance fraction: 45.9635416667 MCMC took 79.68347 sec Running MCMC mcmc-default-064-015-072.pickle manylnprob(): lnp = [-28529.24274535 -28511.6870893 -28511.19235091 -28516.12914694 -28506.66071088 -28510.87959526 -28518.5596087 -28514.66003725 -28516.92719147 -28519.70274902 -28518.71174231 -28538.24002696 -28512.14414879 -28527.27391221 -28561.24545211 -28532.16849454 -28511.82229694 -28519.34312308 -28510.51212329 -28498.02657841 -28515.54561554 -28514.76153358 -28518.26747013 -28517.41947391 -28508.20298307 -28510.38912839 -28502.50561391 -28520.2653812 -28508.96289939 -28573.7166475 -28524.60951837 -28521.58225445 -28493.44320677 -28507.6690052 -28539.36849841 -28517.0649795 -28540.29108051 -28498.18873843 -28530.63681606 -28509.16371255 -28511.63354814 -28549.95193499 -28519.10408662 -28503.88821934 -28516.91878524 -28510.54372268 -28518.18297072 -28509.77878427 -28512.29382521 -28519.43360055 -28517.37933843 -28520.94899898 -28507.74932236 -28521.96831915 -28526.04649786 -28514.64782421 -28516.38212786 -28511.26901538 -28522.79089059 -28514.74114577 -28526.27684266 -28526.09738679 -28506.34563149 -28520.17248526] manylnprob(): p[0] = [ 1.24884157e+00 2.03142430e+00 8.26658789e-01 -7.96451290e-03 9.38158358e-03 1.22100396e-03 9.27279909e-01 8.69753354e-01] main(): current acceptance fraction: 45.8904109589 MCMC took 79.516276 sec Running MCMC mcmc-default-064-015-073.pickle manylnprob(): lnp = [-28514.9387398 -28514.37687525 -28508.05853394 -28511.75287953 -28515.61831577 -28532.53970756 -28517.22961549 -28515.63452217 -28523.67783659 -28502.66780116 -28515.50342453 -28514.34996788 -28510.95297356 -28515.79534774 -28512.30975001 -28514.72444193 -28523.99156424 -28525.1585437 -28538.7088614 -28522.35278956 -28505.77589302 -28508.86138929 -28531.87121243 -28512.16547565 -28508.80618935 -28544.75273175 -28502.41292583 -28544.96122653 -28508.71622343 -28517.99342417 -28508.63587421 -28501.56354083 -28515.17881595 -28517.62823276 -28512.35501969 -28518.32712474 -28511.96726179 -28492.9791077 -28514.34191482 -28502.53649384 -28511.43628103 -28562.88802358 -28509.61798513 -28505.63253024 -28517.11657599 -28517.14924498 -28524.80590887 -28509.23373874 -28510.63538559 -28517.45193359 -28513.64839566 -28514.96854377 -28508.47687419 -28521.95896595 -28519.71998984 -28521.44152674 -28510.92518772 -28657.80352511 -28513.09816913 -28507.44178554 -28524.39086407 -28515.74513464 -28507.94712867 -28528.5467969 ] manylnprob(): p[0] = [ 1.25487022e+00 2.04473639e+00 8.34850541e-01 -7.95815215e-03 9.38282837e-03 1.23296642e-03 9.24660273e-01 8.39642952e-01] main(): current acceptance fraction: 45.8192567568 MCMC took 79.527159 sec Running MCMC mcmc-default-064-015-074.pickle manylnprob(): lnp = [-28517.97218332 -28510.70421886 -28544.6453529 -28510.46505429 -28510.51505848 -28502.6448271 -28510.94566 -28491.02402049 -28516.51035536 -28536.12957604 -28537.67102049 -28514.71172282 -28509.50402998 -28524.20260768 -28515.36533069 -28521.6656528 -28512.84190874 -28535.07407724 -28509.69318433 -28494.18400578 -28518.60368583 -28523.45882532 -28528.28156592 -28526.39112499 -28505.41099299 -28509.34588127 -28497.15475368 -28506.98037622 -28504.19855802 -28525.13870973 -28510.81406922 -28511.72842364 -28517.44039113 -28507.52766451 -28513.74980899 -28514.11329144 -28512.04728271 -28511.99348899 -28515.11384919 -28508.52562894 -28564.53195136 -28498.96331315 -28506.92572691 -28509.87500572 -28517.25536386 -28546.55057709 -28513.01088886 -28513.52576436 -28507.9271619 -28513.41261813 -28516.48752826 -28518.72807292 -28511.87705432 -28523.02561069 -28537.6354423 -28512.67703249 -28515.40859905 -28542.87963431 -28541.65339348 -28510.07908646 -28519.79483127 -28520.1589954 -28515.84824236 -28515.52175175] manylnprob(): p[0] = [ 1.25288851e+00 2.04114382e+00 8.31938341e-01 -7.97016627e-03 9.40216346e-03 1.22240036e-03 9.18296995e-01 8.35349427e-01] main(): current acceptance fraction: 45.75 MCMC took 79.450575 sec Running MCMC mcmc-default-064-015-075.pickle manylnprob(): lnp = [-28516.20626268 -28518.22170655 -28508.93201675 -28509.1837232 -28512.91006415 -28532.06967197 -28521.76968115 -28517.2760419 -28506.27169142 -28504.18506261 -28515.59703235 -28513.34818677 -28526.31226267 -28541.63547561 -28511.51891751 -28514.95604918 -28516.69538669 -28519.99726833 -28509.33037418 -28517.08164307 -28509.91879596 -28506.6683624 -28528.71485727 -28541.12847235 -28508.74913825 -28512.47249126 -28497.95232857 -28525.55026005 -28507.17241285 -28519.52885067 -28514.27932592 -28505.24025814 -28493.95336187 -28511.77994629 -28505.88305048 -28508.93842613 -28534.05106294 -28523.04013725 -28521.24887405 -28503.91853249 -28512.27109466 -28495.90789934 -28512.98945662 -28537.12902163 -28512.33306039 -28529.32847911 -28510.72105314 -28515.57628553 -28513.03159493 -28511.85611365 -28519.34217964 -28520.64304905 -28516.2663221 -28536.47348972 -28539.33235632 -28547.03832149 -28510.97920494 -28511.60331698 -28514.20620785 -28515.96532797 -28510.68422437 -28506.94451538 -28503.78840718 -28519.41097021] manylnprob(): p[0] = [ 1.25298637e+00 2.04097519e+00 8.32312437e-01 -7.96449583e-03 9.39004108e-03 1.22441567e-03 9.18721727e-01 8.57562457e-01] main(): current acceptance fraction: 45.5386513158 MCMC took 79.285677 sec Running MCMC mcmc-default-064-015-076.pickle manylnprob(): lnp = [-28526.86676112 -28547.82533084 -28507.12920276 -28513.69723613 -28508.3270011 -28508.33548871 -28516.12913967 -28490.88276909 -28504.94091641 -28502.52908517 -28511.8928866 -28524.65334524 -28517.53021601 -28516.22451121 -28519.54168537 -28514.81489424 -28521.66981194 -28518.50222457 -28508.03822359 -28517.51720253 -28494.98708375 -28502.25968609 -28532.34331467 -28504.8815948 -28507.4990775 -28514.10148863 -28496.56523316 -28539.19324965 -28506.49897509 -28518.28704056 -28504.48706749 -28499.89360542 -28501.44890203 -28509.59262264 -28505.26040245 -28511.32887818 -28509.83151216 -28493.55832546 -28534.65553753 -28497.07651415 -28502.58978799 -28495.59153985 -28503.96390732 -28501.35020274 -28529.579152 -28507.21824459 -28522.650021 -28508.80681943 -28516.2917991 -28526.154608 -28513.67588605 -28516.00667554 -28507.16397859 -28528.9594849 -28520.26635478 -28508.12626392 -28507.98058143 -28540.49891353 -28511.04498597 -28511.00817353 -28531.6285949 -28516.55464189 -28540.46918732 -28511.16269951] manylnprob(): p[0] = [ 1.24924689e+00 2.03331582e+00 8.27434391e-01 -7.96761068e-03 9.38146903e-03 1.22213745e-03 9.22391778e-01 8.61713296e-01] main(): current acceptance fraction: 45.6574675325 MCMC took 79.555352 sec Running MCMC mcmc-default-064-015-077.pickle manylnprob(): lnp = [-28515.42458985 -28511.33438829 -28504.96512049 -28511.24007642 -28501.91162722 -28500.20415364 -28515.86102966 -28529.53516128 -28508.53801085 -28501.43731169 -28509.80259 -28526.49567423 -28509.85813219 -28519.70091175 -28528.36160215 -28528.3691828 -28513.37573261 -28518.2800174 -28505.75310461 -28493.9842971 -28493.3680299 -28501.80790245 -28515.2954247 -28501.62552348 -28507.0454139 -28510.93793837 -28509.81603432 -28551.36591854 -28504.34268905 -28526.43379652 -28510.25035817 -28525.34341787 -28493.11123272 -28531.94074768 -28512.61775552 -28506.61557849 -28521.25705372 -28495.72535341 -28521.28663213 -28498.87605432 -28503.71908182 -28494.95068561 -28505.01404479 -28501.01703956 -28511.78787023 -28514.79459664 -28511.55693987 -28498.05780262 -28514.39482987 -28529.81028207 -28523.41555849 -28518.49567323 -28499.49167336 -28516.14079107 -28524.92597869 -28515.48832307 -28510.39544804 -28530.18287467 -28506.82895148 -28525.01175916 -28512.18482788 -28517.6233076 -28533.27037445 -28511.92712418] manylnprob(): p[0] = [ 1.25364304e+00 2.04327779e+00 8.33080604e-01 -7.97241605e-03 9.41027165e-03 1.20933292e-03 9.13340595e-01 8.38961416e-01] main(): current acceptance fraction: 45.6530448718 MCMC took 79.554268 sec Running MCMC mcmc-default-064-015-078.pickle manylnprob(): lnp = [-28521.70518899 -28510.04356404 -28512.76188094 -28508.1036327 -28502.77731983 -28497.25241782 -28678.38015731 -28488.78420116 -28508.53095682 -28508.40221611 -28505.93118452 -28509.35591268 -28507.86579983 -28512.95841136 -28521.95007029 -28515.84354365 -28512.58811148 -28518.06553057 -28503.54740642 -28491.24904763 -28490.7438719 -28505.00631193 -28514.65222171 -28505.05139334 -28508.1250346 -28541.7000822 -28497.74009504 -28541.16140887 -28501.6866575 -28515.77110232 -28504.65007567 -28504.17740849 -28521.06106156 -28507.25822016 -28505.25363116 -28518.6400191 -28506.21219668 -28518.27051946 -28508.87614467 -28496.62413215 -28533.81419044 -28495.43653831 -28515.16330865 -28501.23762691 -28524.86615704 -28497.72943094 -28510.94010231 -28505.53476551 -28512.77528352 -28517.87945191 -28517.27079823 -28515.67756266 -28518.14226403 -28512.46323049 -28520.70840445 -28507.98365518 -28505.00092337 -28512.46473864 -28508.32495497 -28506.67796821 -28511.87695644 -28506.64161613 -28501.1208083 -28554.94748652] manylnprob(): p[0] = [ 1.24813485e+00 2.03091741e+00 8.25461485e-01 -7.98566232e-03 9.42234569e-03 1.18762641e-03 9.22842265e-01 8.18041920e-01] main(): current acceptance fraction: 45.7674050633 MCMC took 79.550881 sec Running MCMC mcmc-default-064-015-079.pickle manylnprob(): lnp = [-28506.3665068 -28513.46192749 -28508.28404655 -28501.61086777 -28509.44857061 -28497.9280144 -28509.12376202 -28488.78737764 -28514.66606986 -28506.88867758 -28511.32186927 -28509.91016785 -28517.46045374 -28544.20807354 -28530.51943048 -28513.05144342 -28522.87628846 -28518.605865 -28505.47607184 -28515.32184919 -28507.04367224 -28510.48185145 -28513.91895749 -28501.56150003 -28501.76172588 -28590.11616374 -28503.45327249 -28503.93973001 -28501.15534452 -28523.31843828 -28523.5147522 -28497.86708397 -28500.47607903 -28507.70480652 -28505.42032739 -28520.29589827 -28511.2871285 -28514.81917773 -28514.9376097 -28496.77792468 -28505.77751805 -28494.00216019 -28508.21447432 -28501.28472422 -28520.2213216 -28501.29551027 -28508.47309222 -28499.1932285 -28512.76422741 -28552.56711055 -28511.99012988 -28517.52125807 -28499.65215299 -28511.64037251 -28526.31468377 -28507.13989803 -28498.88226791 -28513.25154623 -28509.28478339 -28507.11134623 -28512.57164662 -28507.60609507 -28532.01755546 -28511.3845977 ] manylnprob(): p[0] = [ 1.25922060e+00 2.05541399e+00 8.40864132e-01 -7.96289588e-03 9.40981991e-03 1.21494939e-03 9.19197188e-01 8.49898648e-01] main(): current acceptance fraction: 45.72265625 MCMC took 79.472078 sec Plotting trajectory traj-default-064-015-080.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-080.png Running MCMC mcmc-default-064-015-080.pickle manylnprob(): lnp = [-28505.01424934 -28513.55068 -28521.48414961 -28549.98525218 -28510.21670306 -28502.03799956 -28509.94909647 -28487.33452121 -28506.72704116 -28527.51613921 -28504.85942331 -28517.23463993 -28532.18621022 -28516.50404735 -28511.03887996 -28515.39082841 -28507.40981773 -28540.61748611 -28499.6959566 -28513.73565017 -28490.75354483 -28503.07904033 -28517.92519132 -28512.02810825 -28507.54832466 -28509.35772966 -28499.3694908 -28503.80845857 -28544.68680046 -28518.65765279 -28503.55010459 -28504.05863849 -28496.91009718 -28507.30208663 -28507.14790094 -28506.22009127 -28508.44592151 -28523.46632288 -28505.06001441 -28496.16730104 -28575.21228332 -28495.96772825 -28509.27494669 -28496.82058021 -28518.42293754 -28499.75531076 -28511.28507828 -28493.14051285 -28509.80450847 -28514.85839798 -28513.1377579 -28515.36948544 -28499.29559246 -28512.65485211 -28534.8242889 -28506.90267058 -28503.53994313 -28514.64304768 -28504.74607892 -28516.75799945 -28512.95991176 -28505.13122486 -28500.54183594 -28552.15736518] manylnprob(): p[0] = [ 1.25988027e+00 2.05660862e+00 8.41659357e-01 -7.96503890e-03 9.41224942e-03 1.21501333e-03 9.15780619e-01 8.37217188e-01] main(): current acceptance fraction: 45.775462963 MCMC took 79.606055 sec Running MCMC mcmc-default-064-015-081.pickle manylnprob(): lnp = [-28509.98319504 -28528.67328203 -28508.34032864 -28505.37182703 -28499.76916942 -28501.47122385 -28506.53869321 -28489.57096289 -28516.61076762 -28552.52117256 -28521.19995261 -28510.08253406 -28506.78806005 -28516.46535816 -28534.70653768 -28537.41429058 -28507.45701092 -28515.5512763 -28499.89713416 -28523.34093719 -28518.32860899 -28510.57487223 -28512.82185759 -28504.79781246 -28499.97167669 -28507.98818588 -28502.13164113 -28514.18536818 -28496.477378 -28548.61436262 -28512.05557606 -28502.5102963 -28518.13639493 -28525.83795274 -28502.83963683 -28511.26458519 -28506.23164291 -28524.52644349 -28502.99911876 -28540.87674185 -28523.72792663 -28510.37070822 -28504.56669956 -28498.61906686 -28519.2656545 -28506.79830534 -28511.61607756 -28493.02765551 -28526.0356138 -28539.66781088 -28521.81200333 -28525.56907463 -28499.40425774 -28512.43916002 -28532.67501609 -28506.98425448 -28497.48511422 -28588.68950208 -28525.65062558 -28501.21501071 -28515.65051508 -28499.89343706 -28516.50970916 -28512.27946099] manylnprob(): p[0] = [ 1.25982736e+00 2.05572775e+00 8.41072900e-01 -7.96014115e-03 9.40915364e-03 1.22036967e-03 9.27689846e-01 8.41458964e-01] main(): current acceptance fraction: 45.712652439 MCMC took 79.518775 sec Running MCMC mcmc-default-064-015-082.pickle manylnprob(): lnp = [-28521.80109927 -28534.76424908 -28519.68883983 -28505.29524108 -28499.46617854 -28493.76712178 -28510.9930103 -28488.81596839 -28508.92089042 -28516.04582555 -28504.1982153 -28510.38110131 -28514.86359145 -28512.87382469 -28518.9022313 -28513.1920397 -28507.25158849 -28514.62234563 -28496.9802193 -28517.28427203 -28495.62674642 -28500.97808779 -28520.78223218 -28508.20239785 -28507.78682463 -28527.06897225 -28515.99488077 -28580.99378637 -28497.60127963 -28541.831458 -28501.09702249 -28500.80131128 -28500.07815468 -28507.26771734 -28543.57440945 -28513.13854912 -28506.35622338 -28492.03823392 -28500.72442675 -28494.14843335 -28537.36665239 -28501.10137254 -28514.99358358 -28497.19490572 -28522.54077419 -28499.47146237 -28527.062546 -28495.65221015 -28513.56602395 -28517.72532333 -28512.24164576 -28515.37319613 -28503.88302863 -28511.92762691 -28522.10084527 -28508.13370302 -28501.83505503 -28502.81805043 -28501.03714277 -28500.68351184 -28504.80543967 -28501.67521715 -28504.07977352 -28510.10557842] manylnprob(): p[0] = [ 1.25654825e+00 2.04725546e+00 8.37137513e-01 -7.95374289e-03 9.39715675e-03 1.24316003e-03 9.40209759e-01 8.30724087e-01] main(): current acceptance fraction: 45.6890060241 MCMC took 79.546644 sec Running MCMC mcmc-default-064-015-083.pickle manylnprob(): lnp = [-28498.05630373 -28516.6273856 -28513.35457084 -28541.44217969 -28499.50110237 -28518.03707621 -28507.05095638 -28532.71122717 -28511.85634427 -28502.67000205 -28514.28527025 -28506.0976298 -28527.84098089 -28518.27685077 -28519.2075215 -28531.45412307 -28506.74936545 -28529.02387349 -28515.06963563 -28494.14763881 -28492.55868375 -28503.84503986 -28514.00792539 -28504.16742582 -28529.74566919 -28513.56048913 -28509.85452749 -28503.67839203 -28498.57970131 -28542.56026862 -28503.38150528 -28516.14814635 -28494.71232977 -28506.15661052 -28503.49661089 -28514.3109848 -28510.80751797 -28491.60544233 -28535.2234782 -28494.93667175 -28530.22281273 -28495.96278992 -28518.62083854 -28497.78582911 -28500.52543583 -28538.55199108 -28506.90201887 -28495.55481894 -28510.34652023 -28508.81725211 -28519.28155881 -28521.18872769 -28506.51061581 -28529.08549184 -28514.97447181 -28512.78302696 -28523.2216367 -28509.19539179 -28496.42549799 -28501.9802582 -28528.50518988 -28499.88039813 -28503.27738324 -29729.58677836] manylnprob(): p[0] = [ 1.26408075e+00 2.06502460e+00 8.47046101e-01 -7.95781378e-03 9.41003047e-03 1.21691317e-03 9.21419407e-01 8.26112559e-01] main(): current acceptance fraction: 45.4799107143 MCMC took 79.504304 sec Running MCMC mcmc-default-064-015-084.pickle manylnprob(): lnp = [-28495.54990775 -28508.46041622 -28512.52005889 -28500.23123776 -28499.3747624 -28504.35103949 -28507.62692189 -28513.42187617 -28508.73438174 -28509.01705498 -28504.23355062 -28523.7342129 -28519.02990508 -28512.95312975 -28509.40083671 -28544.98126889 -28509.16531382 -28515.37498724 -28498.49426068 -28512.70572843 -28490.74330559 -28497.55651903 -28513.01131524 -28504.05483798 -28509.03214111 -28514.58398414 -28515.12143138 -28523.05621377 -28505.40926304 -28515.64910487 -28518.52194953 -28498.69643462 -28519.19860587 -28558.86231867 -28507.14201367 -28508.06845618 -28501.30490572 -28556.75081808 -28501.72574391 -28495.39540131 -28511.34162932 -28496.0569101 -28504.48796561 -28495.47202789 -28498.96789969 -28499.3047927 -28506.24294147 -28493.79154599 -28515.96440945 -28526.28945792 -28510.16378173 -28524.42671035 -28501.12677952 -28509.39750273 -28510.40445003 -28538.10071707 -28502.17020365 -28510.8055086 -28496.22802142 -28502.15317192 -28504.36364734 -28495.69969647 -28506.77939516 -28525.80401926] manylnprob(): p[0] = [ 1.26606714e+00 2.06921217e+00 8.49843777e-01 -7.95591914e-03 9.41541609e-03 1.21506188e-03 9.23843764e-01 8.23056660e-01] main(): current acceptance fraction: 45.4963235294 MCMC took 79.47802 sec Running MCMC mcmc-default-064-015-085.pickle manylnprob(): lnp = [-28495.82704288 -28512.8027142 -28501.03482855 -28502.3987686 -28500.7119601 -28501.02908358 -28510.10165867 -28489.74201799 -28507.44683997 -28504.97050834 -28504.61525401 -28501.19727718 -28514.44088933 -28516.36042462 -28521.93942569 -28508.17370096 -28527.68877214 -28537.11225177 -28493.23502787 -28515.66019376 -28538.0843634 -28498.96628457 -28513.00965194 -28508.98005073 -28498.93842287 -28510.99743089 -28502.57094099 -28504.36842348 -28506.7423863 -28513.39867142 -28524.28176691 -28531.29229975 -28494.27022956 -28580.59967749 -28504.61607017 -28502.8854481 -28505.53008267 -28491.96130072 -28545.98769472 -28496.84478743 -28501.00984609 -28497.88473734 -28531.61851724 -28499.38086733 -28531.27206296 -28499.54837171 -28506.80859687 -28493.59672646 -28514.05772285 -28497.48676501 -28510.83478218 -28527.04941376 -28500.18003436 -28507.95379368 -28498.54034963 -28509.18663224 -28516.50195895 -28506.66375122 -28501.89027105 -28497.36555475 -28510.85092067 -28497.08714326 -28498.90773197 -28509.8189277 ] manylnprob(): p[0] = [ 1.26951224e+00 2.07596433e+00 8.54450026e-01 -7.94600078e-03 9.40742167e-03 1.22516516e-03 9.27217109e-01 8.34418940e-01] main(): current acceptance fraction: 45.3851744186 MCMC took 79.408686 sec Running MCMC mcmc-default-064-015-086.pickle manylnprob(): lnp = [-28494.82274562 -28503.78929101 -28502.58610471 -28499.93282466 -28499.89120978 -28493.64860471 -28510.78514877 -28488.21305809 -28505.99116299 -28512.80984657 -28507.53751416 -28506.88964933 -28503.83061579 -28530.88882926 -28508.07777877 -28503.6309687 -28516.70848075 -28515.17749741 -28495.90911908 -28513.61273137 -28491.4505382 -28515.11503408 -28507.01951911 -28514.41734728 -28498.28668946 -28532.07090462 -28532.49908255 -28507.95402713 -28496.85208962 -28520.29849376 -28504.99158246 -28507.33336106 -28517.96208257 -28521.83443441 -28501.3527725 -28502.24952349 -28508.10188442 -28490.02156796 -28500.48535702 -28498.12851045 -28529.11481216 -28493.86021372 -28503.78140957 -28497.30046505 -28501.91945884 -28516.91647642 -28512.57545629 -28515.9035331 -28513.37114252 -28498.69515797 -28509.73984929 -28546.17532043 -28514.15535327 -28509.77836811 -28495.5596107 -28506.82244352 -28503.09513942 -28502.63363773 -28497.67435496 -28503.45865712 -28505.37569802 -28497.60207403 -28502.71276296 -28499.31323464] manylnprob(): p[0] = [ 1.26689899e+00 2.07095935e+00 8.51161541e-01 -7.95814094e-03 9.41235837e-03 1.21513496e-03 9.21927649e-01 8.23122444e-01] main(): current acceptance fraction: 45.2945402299 MCMC took 79.352151 sec Running MCMC mcmc-default-064-015-087.pickle manylnprob(): lnp = [-28509.53136318 -28499.69361401 -28501.44980661 -28530.95431146 -28491.80741068 -28494.20403755 -28503.95807004 -28489.7152538 -28507.75799367 -28497.86029326 -28517.0457517 -28505.90215271 -28506.11056913 -28509.37632767 -28508.73750305 -28519.53785043 -28532.12124931 -28522.81904026 -28497.00125642 -28495.04409268 -28510.19544095 -28503.45169269 -28509.84427684 -28503.78745872 -28499.09033743 -28518.68124892 -28499.93347694 -28510.08128316 -28518.70242438 -28518.1485501 -28543.13032734 -28497.52110377 -28494.71236221 -28518.61435602 -28499.01686771 -28502.40800451 -28501.68837477 -28490.77252883 -28500.73322514 -28493.32734741 -28493.84266397 -28495.77112578 -28535.63637695 -28498.12542299 -28500.31772892 -28504.92665607 -28506.36129152 -28493.65037279 -28527.14304929 -28511.53788839 -28510.43757847 -28517.36368622 -28496.33867152 -28509.7926481 -28497.61867055 -28509.15854852 -28502.40219861 -28553.46096971 -28496.28867563 -28500.64946045 -28505.29165098 -28497.30668191 -28503.86485305 -28497.59439448] manylnprob(): p[0] = [ 1.27051491e+00 2.07690599e+00 8.55478924e-01 -7.93515786e-03 9.39887391e-03 1.24216489e-03 9.35029225e-01 8.56302833e-01] main(): current acceptance fraction: 45.3125 MCMC took 79.458526 sec Running MCMC mcmc-default-064-015-088.pickle manylnprob(): lnp = [-28496.4253906 -28495.64522987 -28507.96183666 -28499.72295707 -28492.48659132 -28494.49921898 -28505.3658533 -28510.92743617 -28521.61859585 -28505.55919698 -28502.21399024 -28500.19526209 -28501.08309543 -28504.68576662 -28524.01124751 -28515.2118537 -28535.49716073 -28521.99186604 -28520.83331667 -28490.49297177 -28492.21361661 -28498.20833197 -28528.51269897 -28504.29865747 -28495.45797512 -28507.84908684 -28506.58263903 -28508.81242849 -28497.09520869 -28538.40973166 -28542.76804494 -28498.4355928 -28494.11807312 -28500.63962054 -28498.81723399 -28507.68309834 -28501.04526989 -28512.79788818 -28498.02255947 -28517.54058573 -28499.2470655 -28498.41220901 -28516.47371221 -28497.63614705 -28501.50931335 -28544.29211301 -28500.69590297 -28493.14065619 -28528.47514885 -28498.05570524 -28530.66041253 -28525.18566508 -28498.04997682 -28509.90006026 -28509.18198025 -28524.81125767 -28512.87226642 -28501.13979372 -28497.33213891 -28528.17062277 -28500.16560088 -28500.12108836 -28514.04511553 -28496.22846062] manylnprob(): p[0] = [ 1.26975123e+00 2.07648269e+00 8.54782104e-01 -7.94565646e-03 9.40774052e-03 1.22677758e-03 9.28607910e-01 8.32955301e-01] main(): current acceptance fraction: 45.1896067416 MCMC took 79.495621 sec Running MCMC mcmc-default-064-015-089.pickle manylnprob(): lnp = [-28505.58401551 -28495.76849494 -28507.18012845 -28508.75469205 -28494.5481873 -28493.51040036 -28495.83449513 -28516.91133803 -28505.61573687 -28496.80048863 -28508.91851934 -28504.12197998 -28496.23250607 -28508.14239229 -28510.54433892 -28518.75554175 -28529.81817359 -28511.47617257 -28525.15228803 -28492.03190625 -28515.26091462 -28511.06445997 -28509.57242753 -28508.68588409 -28498.21110712 -28502.23843419 -28535.20157471 -28507.74510042 -28503.40728574 -28521.60382034 -28545.23529786 -28531.43403551 -28493.78304801 -28499.48092 -28498.98757854 -28527.99749429 -28502.66701137 -28514.6258108 -28503.95686923 -28495.4427783 -28498.11538699 -28492.81340788 -28528.73896661 -28502.494016 -28509.45505844 -28501.31880711 -28507.2205643 -28492.70996118 -28523.63669635 -28498.78808624 -28528.28980646 -28528.33253762 -28503.26645266 -28515.47700374 -28497.19430247 -28516.23040374 -28515.21112074 -28501.60525094 -28506.91683773 -28501.14133973 -28500.17520746 -28538.0909126 -28500.86587332 -28495.41684311] manylnprob(): p[0] = [ 1.26777793e+00 2.07177205e+00 8.51890705e-01 -7.94533661e-03 9.40799792e-03 1.23434254e-03 9.35075442e-01 8.49250286e-01] main(): current acceptance fraction: 45.0520833333 MCMC took 79.48848 sec Plotting trajectory traj-default-064-015-090.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-090.png Running MCMC mcmc-default-064-015-090.pickle manylnprob(): lnp = [-28500.07782319 -28491.70778248 -28505.61450537 -28500.09969805 -28492.83215401 -28493.73719897 -28495.85969866 -28488.66168853 -28505.73136125 -28498.02224581 -28520.96579536 -28503.01807548 -28496.47977454 -28500.01178001 -28505.72333866 -28513.25021096 -28518.52968437 -28503.62627586 -28513.04612827 -28491.27323728 -28528.10835293 -28503.16952056 -28517.45123123 -28502.37951045 -28495.53651545 -28510.79770132 -28498.06636277 -28520.95007083 -28497.37452957 -28517.96058372 -28552.71659519 -28495.99419924 -28494.4795241 -28498.51615077 -28500.34005174 -28501.03441327 -28496.06216737 -28516.24613822 -28533.70458072 -28493.29258429 -28496.54183931 -28495.97329534 -28525.79912381 -28499.10462642 -28500.22592131 -28499.52197505 -28499.33168219 -28492.56711253 -28519.33566776 -28502.07208242 -28512.93267015 -28516.38533857 -28498.25873044 -28509.73301701 -28512.34768087 -28503.63097497 -28499.71780564 -28502.2382627 -28497.00960063 -28500.69536435 -28499.30489949 -28542.59211413 -28498.98860272 -28494.49612874] manylnprob(): p[0] = [ 1.27064572e+00 2.07801493e+00 8.55755848e-01 -7.94272360e-03 9.40236570e-03 1.21899361e-03 9.17750039e-01 8.35601397e-01] main(): current acceptance fraction: 45.157967033 MCMC took 79.514879 sec Running MCMC mcmc-default-064-015-091.pickle manylnprob(): lnp = [-28503.01324439 -28492.23524024 -28499.8124729 -28501.47034572 -28495.04905649 -28488.63586789 -28495.77471949 -28524.80115543 -28505.78172936 -28511.30496128 -28499.79868564 -28516.61661981 -28495.94160148 -28499.8384468 -28505.65273213 -28503.54604301 -28521.2982429 -28518.89729731 -28559.19106209 -28489.93461723 -28535.32480032 -28541.84769598 -28514.49714649 -28497.91116802 -28496.04547133 -28518.28896628 -28597.844791 -28495.5523094 -28498.18924428 -28543.27943515 -28504.695307 -28497.27820861 -28562.20052007 -28504.88211914 -28557.54483163 -28506.40699848 -28495.98063721 -28513.95754815 -28505.31160185 -28491.25028748 -28501.29449502 -28493.02812548 -28503.14643697 -28498.40218444 -28501.15235672 -28501.16937432 -28519.17260313 -28492.38315588 -28511.31822599 -28518.04982335 -28524.12678491 -28521.64419296 -28530.17945378 -28505.51994177 -28495.64653075 -28502.87875391 -28500.2149322 -28504.40961217 -28497.30754581 -28510.55071088 -28503.28564341 -28499.93637699 -28497.03125292 -28497.02406495] manylnprob(): p[0] = [ 1.27024483e+00 2.07694022e+00 8.55227511e-01 -7.94388087e-03 9.40403905e-03 1.22243293e-03 9.33173784e-01 8.50136249e-01] main(): current acceptance fraction: 45.1596467391 MCMC took 79.428657 sec Running MCMC mcmc-default-064-015-092.pickle manylnprob(): lnp = [-28503.4780881 -28491.87839438 -28522.77474401 -28506.00784955 -28491.47272564 -28489.31472043 -28502.06954131 -28492.32562376 -28504.55192115 -28499.12603791 -28498.94063277 -28522.11216943 -28495.76412088 -28498.40675087 -28504.42952313 -28507.88474283 -28512.93675547 -28529.06687305 -28495.35459006 -28514.82833699 -28491.43605844 -28499.41788308 -28514.30677042 -28495.99433062 -28497.1722966 -28540.81722467 -28494.04342472 -28495.6185337 -28498.08140909 -28509.95776355 -28536.54643212 -28522.49698599 -28497.30906565 -28503.98231431 -28498.95759999 -28499.15756148 -28495.66234159 -28520.16750354 -28540.49752214 -28491.34725879 -28531.74329005 -28492.86580181 -28492.93609229 -28524.96118897 -28506.8696246 -28501.26685341 -28497.8486947 -28493.02329836 -28517.95368145 -28497.96394719 -28506.42428683 -28511.21778152 -28523.48212753 -28519.98183837 -28495.04338391 -28501.93363008 -28502.21839674 -28503.62551929 -28499.15121337 -28500.38437209 -28499.49690835 -28508.70482128 -28493.95300497 -28493.20155111] manylnprob(): p[0] = [ 1.27009888e+00 2.07676664e+00 8.55127567e-01 -7.94209352e-03 9.40197907e-03 1.23759093e-03 9.31167185e-01 8.37644170e-01] main(): current acceptance fraction: 45.1780913978 MCMC took 79.417741 sec Running MCMC mcmc-default-064-015-093.pickle manylnprob(): lnp = [-28493.62086585 -28491.7808914 -28500.27341698 -28498.18758894 -28494.58782816 -28487.79433314 -28496.59940053 -28489.89247596 -28497.0930647 -28495.66723663 -28500.02060624 -28502.03087523 -28508.30640476 -28496.03048453 -28513.12100499 -28506.17305656 -28528.0176287 -28518.50445315 -28494.85854638 -28520.01183741 -28516.97849133 -28502.1559235 -28506.93530749 -28497.32276445 -28556.92844853 -28496.24267669 -28501.86288169 -28495.44322601 -28513.78494113 -28503.73593619 -28541.50952602 -28497.08977793 -28496.64940371 -28510.25027794 -28495.12636623 -28497.591945 -28495.01673192 -28492.46946536 -28506.46705399 -28499.16400193 -28508.50837646 -28502.6213255 -28493.25464841 -28497.62477277 -28494.19849068 -28498.96121465 -28499.40547822 -28493.37692861 -28498.74003682 -28499.87062246 -28506.51707387 -28513.92324086 -28518.32995058 -28514.98865476 -28496.81965039 -28503.25225344 -28518.16452589 -28512.22645448 -28497.14246318 -28510.74556193 -28509.27359802 -28510.11527383 -28499.94866883 -28494.50394025] manylnprob(): p[0] = [ 1.26981747e+00 2.07707756e+00 8.55004502e-01 -7.95079813e-03 9.40979980e-03 1.22145945e-03 9.24423331e-01 8.28558770e-01] main(): current acceptance fraction: 45.079787234 MCMC took 79.471984 sec Running MCMC mcmc-default-064-015-094.pickle manylnprob(): lnp = [-28498.57022704 -28531.72032181 -28500.02008141 -28500.61373328 -28517.4972358 -28492.73049287 -28498.15087013 -28487.68719541 -28497.36415245 -28505.80989705 -28507.13473929 -28500.69031744 -28495.72166226 -28495.21850118 -28501.51898977 -28499.89883169 -28546.73510807 -28503.16868248 -28495.64608173 -28490.817572 -28490.85837474 -28500.8529991 -28508.23671203 -28498.56772321 -28495.24849661 -28494.38967422 -28499.05842003 -28496.92454184 -28498.52829377 -28499.42264788 -28504.31434946 -28532.11512457 -28493.47781253 -28495.54374629 -28493.68087853 -28503.9368527 -28493.98647872 -28523.014656 -28504.16551173 -28492.3608226 -28500.06769834 -28493.89427186 -28495.76766764 -28498.87680178 -28496.89577472 -28494.64528313 -28500.01737772 -28493.94870114 -28503.950129 -28497.50662648 -28503.49313243 -28527.31578269 -28496.10781538 -28505.55359741 -28494.35401257 -28514.26930547 -28498.34217037 -28501.5777075 -28495.6013773 -28509.3736034 -28498.48434799 -28544.73302032 -28499.81833728 -28513.72261907] manylnprob(): p[0] = [ 1.27093053e+00 2.07919004e+00 8.56423031e-01 -7.94173654e-03 9.41153026e-03 1.22500815e-03 9.40811164e-01 8.49968693e-01] main(): current acceptance fraction: 45.0822368421 MCMC took 79.512638 sec Running MCMC mcmc-default-064-015-095.pickle manylnprob(): lnp = [-28492.95175665 -28494.41697192 -28507.02995999 -28513.87582704 -28493.77345816 -28522.53600606 -28526.8426247 -28489.22116719 -28493.15914082 -28501.04494225 -28499.84049093 -28500.5041765 -28505.05743376 -28499.8403918 -28508.44357892 -28497.26491257 -28519.35282991 -28501.8887552 -28494.39855663 -28512.24977117 -28490.45661097 -28498.2728754 -28507.09657612 -28498.56848397 -28494.63200612 -28506.19528299 -28494.15131415 -28495.41927042 -28499.71034788 -28506.14639332 -28502.32038501 -28500.19999053 -28494.45030581 -28506.82680572 -28495.16892867 -28498.3249735 -28496.06950418 -28514.30268597 -28501.99960782 -28492.47361635 -28495.07227314 -28495.61937285 -28495.60238994 -28524.1657651 -28495.43995797 -28494.79022754 -28500.68383851 -28493.48856005 -28517.73966828 -28497.94477833 -28496.6431808 -28507.1364167 -28504.19728478 -28505.78344147 -28494.31965829 -28503.10252015 -28497.14421591 -28506.93843201 -28512.14182545 -28501.89241916 -28505.21276468 -28505.06518382 -28497.74425104 -28522.14314802] manylnprob(): p[0] = [ 1.27104977e+00 2.07949248e+00 8.56575619e-01 -7.94804356e-03 9.40855680e-03 1.22443605e-03 9.25022773e-01 8.33314243e-01] main(): current acceptance fraction: 45.1009114583 MCMC took 79.562799 sec Running MCMC mcmc-default-064-015-096.pickle manylnprob(): lnp = [-28509.75292426 -28491.12325445 -28495.26770245 -28494.09631827 -28493.27904054 -28487.40589107 -28494.69458868 -28514.39005909 -28504.02732215 -28498.42441395 -28519.43067699 -28526.79100739 -28497.59520482 -28516.7380087 -28507.87251181 -28499.41386307 -28552.90834327 -28502.9599393 -28524.65048105 -28510.60968009 -28520.00233138 -28499.73654853 -28521.70560427 -28498.74431106 -28496.10585462 -28495.56594556 -28501.00097111 -28504.26084969 -28534.06262353 -28502.18754442 -28512.2394485 -28497.09727993 -28525.98064705 -28496.86533222 -28499.8719433 -28499.70207027 -28496.60168487 -28510.94774178 -28539.84087186 -28492.9614778 -28503.50309688 -28495.4495913 -28495.67182524 -28498.50599215 -28498.055353 -28495.7377707 -28515.53079507 -28492.26201688 -28501.13940284 -28501.93484324 -28495.49633067 -28507.58911062 -28500.28734643 -28517.63557044 -28493.67673466 -28494.40977805 -28495.96455573 -28528.54585337 -28512.89357123 -28500.03534237 -28507.48152715 -28510.94037432 -28498.08311949 -28496.26866753] manylnprob(): p[0] = [ 1.27529572e+00 2.08725881e+00 8.61597196e-01 -7.93223503e-03 9.40529592e-03 1.23487826e-03 9.45011465e-01 8.35821997e-01] main(): current acceptance fraction: 45.0225515464 MCMC took 79.423799 sec Running MCMC mcmc-default-064-015-097.pickle manylnprob(): lnp = [-28522.333751 -28490.83252814 -28494.20958368 -28495.60507316 -28490.40073255 -28521.45091388 -28494.79529466 -28491.85644264 -28493.16087179 -28508.97482105 -28512.35287544 -28502.13773475 -28499.61068991 -28519.36812247 -28504.28396553 -28495.1463263 -28522.91640716 -28510.37346378 -28495.40632302 -28507.23323745 -28496.45066275 -28498.01312867 -28500.52414904 -28501.18491358 -28492.25520642 -28495.80335707 -28493.75946332 -28496.0021711 -28540.41769753 -28499.64137661 -28516.13361222 -28499.84212217 -28522.89691136 -28506.38958976 -28576.77533648 -28518.40487858 -28497.28750537 -28490.6669231 -28534.39022818 -28493.83577603 -28495.70491641 -28492.60420901 -28512.97201401 -28504.4945341 -28490.15478548 -28494.45758938 -28501.86760554 -28493.74863212 -28494.68527576 -28495.80309445 -28498.2035575 -28513.37069101 -28510.98244136 -28516.39430805 -28494.44080204 -28495.03571642 -28496.18751013 -28502.46035051 -28495.96110159 -28497.2264313 -28498.39048481 -28531.59189291 -28493.90043966 -28493.16031812] manylnprob(): p[0] = [ 1.27990151e+00 2.09547638e+00 8.67603015e-01 -7.91145144e-03 9.39105172e-03 1.22114953e-03 9.41555882e-01 8.57511397e-01] main(): current acceptance fraction: 44.9617346939 MCMC took 79.45538 sec Running MCMC mcmc-default-064-015-098.pickle manylnprob(): lnp = [-28494.98740901 -28489.99429875 -28498.26489616 -28495.19340133 -28491.57262719 -28502.5109777 -28501.07931239 -28490.10806437 -28491.47903136 -28496.69742102 -28499.35571517 -28498.42446728 -28499.28511497 -28498.37945165 -28495.76306212 -28506.79387687 -28507.30566802 -28503.26477981 -28527.87952927 -28514.61698022 -28488.09159429 -28497.42530152 -28502.53206063 -28511.86216443 -28520.48376677 -28497.40616387 -28494.46755803 -28496.63857277 -28534.92180131 -28499.5875638 -28516.0440644 -28496.06742409 -28548.00150686 -28498.51216415 -28555.80387977 -28497.23390095 -28499.48838041 -28491.07084467 -28501.74727686 -28490.70938812 -28496.56974061 -28493.10602271 -28507.00884826 -28499.30048484 -28490.28000135 -28512.6534564 -28505.03640183 -28499.4361155 -28494.18755401 -28499.8156992 -28497.82802888 -28515.51992856 -28499.76996626 -28521.27035025 -28495.87205718 -28502.27451612 -28497.15621259 -28527.06137082 -28495.04276338 -28497.11234564 -28502.55311174 -28495.7049624 -28507.69740134 -28496.34070383] manylnprob(): p[0] = [ 1.26660786e+00 2.07041000e+00 8.50520595e-01 -7.95582540e-03 9.40628656e-03 1.22075573e-03 9.17902907e-01 8.29047261e-01] main(): current acceptance fraction: 44.8232323232 MCMC took 79.461771 sec Running MCMC mcmc-default-064-015-099.pickle manylnprob(): lnp = [-28491.20607636 -28488.05966918 -28494.77651511 -28496.35812999 -28496.87082443 -28487.26294295 -28499.46825679 -28519.03906207 -28498.16297599 -28496.71151898 -28497.45466284 -28506.03219508 -28494.37244793 -28516.76584816 -28511.94814182 -28505.18736511 -28519.27403358 -28516.75638062 -28523.40589579 -28493.51492036 -28487.60697911 -28498.37137548 -28504.12076778 -28501.83963645 -28492.07858967 -28498.49456748 -28493.56498603 -28493.6266101 -28499.79429891 -28504.74082457 -28506.93219602 -28497.82524378 -28522.54052786 -28496.59543449 -28522.65628467 -28504.40121027 -28513.0430904 -28492.69610582 -28496.51176249 -28501.65166722 -28534.73237546 -28490.6928857 -28507.58116673 -28524.52952661 -28486.53757611 -28493.343128 -28502.82872419 -28497.38886322 -28495.92795755 -28498.99021072 -28512.46295927 -28507.66266435 -28495.02489462 -28498.59497123 -28495.11491659 -28503.86470044 -28498.00285366 -28501.76075661 -28496.00465349 -28496.19567479 -28508.83165078 -28495.27058939 -28491.52911866 -28494.59941273] manylnprob(): p[0] = [ 1.26856491e+00 2.07492554e+00 8.53597242e-01 -7.96002744e-03 9.41131415e-03 1.20676050e-03 9.16878811e-01 8.24308976e-01] main(): current acceptance fraction: 44.6875 MCMC took 79.606553 sec Plotting trajectory traj-default-064-015-100.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-100.png Running MCMC mcmc-default-064-015-100.pickle manylnprob(): lnp = [-28523.70844262 -28488.14039668 -28494.05144428 -28506.47667264 -28497.10941325 -28492.45720357 -28497.88064921 -28520.6961719 -28492.86479391 -28508.5108372 -28506.19666389 -28506.1621317 -28495.68333697 -28496.16506291 -28500.84549774 -28503.51905567 -28505.67213324 -28503.13258133 -28523.9030618 -28510.98704441 -28490.9162644 -28499.66735626 -28511.76280666 -28507.69049135 -28519.13203261 -28496.47678194 -28494.75416048 -28494.05951727 -28501.43108351 -28504.24742855 -28507.71742309 -28496.90107973 -28520.77472445 -28499.51196061 -28541.71324706 -28492.05100521 -28496.63173835 -28490.00148072 -28497.84889046 -28519.53710374 -28501.9126377 -28496.77201175 -28494.27195686 -28528.62246581 -28487.10836985 -28493.51521153 -28509.81047172 -28493.27108626 -28493.34010264 -28499.59609584 -28502.25980732 -28505.8180591 -28503.82624224 -28496.23117188 -28496.22094202 -28502.2585731 -28497.99755259 -28508.32903193 -28511.96519432 -28512.73147314 -28507.41257395 -28496.8105269 -28488.48921192 -28491.73955998] manylnprob(): p[0] = [ 1.27444075e+00 2.08566866e+00 8.60267577e-01 -7.94293426e-03 9.41626767e-03 1.25954580e-03 9.37177541e-01 8.01093679e-01] main(): current acceptance fraction: 44.5235148515 MCMC took 79.509498 sec Running MCMC mcmc-default-064-015-101.pickle manylnprob(): lnp = [-28492.98685518 -28491.45069021 -28495.92935753 -28493.89283004 -28492.82514522 -28491.99336656 -28493.65644779 -28492.21915181 -28498.32475625 -28535.19560971 -28500.85076735 -28527.71235696 -28499.09416897 -28496.37588378 -28495.75421633 -28502.5937734 -28502.81552459 -28504.2407666 -28494.50196405 -28512.20592417 -28490.85255939 -28496.39865922 -28535.32039195 -28497.28068388 -28491.45569281 -28509.01319425 -28521.74045712 -28510.52718735 -28499.28028736 -28514.09481083 -28523.23474973 -28493.70815681 -28527.471137 -28498.0571596 -28491.98984205 -28498.8315566 -28500.8120124 -28522.90103469 -28503.18063059 -28493.85234641 -28515.54067614 -28508.45402544 -28500.3941055 -28503.05762978 -28487.58067246 -28491.44506945 -28517.81626069 -28492.44916767 -28497.90522408 -28496.99205149 -28502.14088091 -28505.86803391 -28511.8095197 -28498.44418109 -28496.24765633 -28495.02631682 -28496.5251742 -28506.32323781 -28497.17431094 -28497.03407689 -28498.9607766 -28492.07479641 -28488.70474544 -28493.50505181] manylnprob(): p[0] = [ 1.27135285e+00 2.08000511e+00 8.56958936e-01 -7.94644449e-03 9.40762051e-03 1.22482429e-03 9.27234402e-01 8.34737380e-01] main(): current acceptance fraction: 44.4546568627 MCMC took 79.467883 sec Running MCMC mcmc-default-064-015-102.pickle manylnprob(): lnp = [-28492.95481527 -28488.83224486 -28496.17330559 -28491.93191693 -28496.40815901 -28529.97426356 -28499.43057269 -28491.11526973 -28492.6588515 -28496.60890825 -28498.1588319 -28518.62176579 -28492.87050558 -28500.12374867 -28505.81698608 -28511.13281839 -28506.92265207 -28509.74029037 -28535.26597545 -28493.52081476 -28488.33153837 -28496.17709242 -28497.77662965 -28500.26573417 -28494.4969063 -28496.92732331 -28495.88757558 -28492.05503544 -28503.02185934 -28499.10239113 -28538.2148429 -28496.72289565 -28494.17555175 -28497.26507603 -28490.34726251 -28493.88868421 -28497.62511867 -28493.66120111 -28498.12966556 -28494.53827186 -28549.80442802 -29739.71480092 -28498.32718851 -28497.4814366 -28485.43311928 -28491.68182637 -28502.81628313 -28493.19586059 -28501.61030196 -28497.0753347 -28497.71445016 -28505.73822888 -28530.44276403 -28501.75578855 -28505.20930843 -28495.05694873 -28494.47433775 -28498.77769688 -28496.13308975 -28497.02591721 -28511.14264226 -28491.9821573 -28489.54293085 -28501.90324255] manylnprob(): p[0] = [ 1.27159153e+00 2.08049491e+00 8.57296235e-01 -7.94610121e-03 9.40796771e-03 1.22503826e-03 9.27657148e-01 8.34405427e-01] main(): current acceptance fraction: 44.4781553398 MCMC took 79.50763 sec Running MCMC mcmc-default-064-015-103.pickle manylnprob(): lnp = [-28498.51580996 -28489.80681181 -28495.46733268 -28492.06457283 -28491.38423576 -28488.09667232 -28494.00958991 -28488.69393509 -28500.55416735 -28497.27430738 -28512.28708263 -28494.83682073 -28495.51588548 -28493.69372297 -28495.43232162 -28496.32010899 -28497.42956605 -28528.05909483 -28492.62129155 -28512.80287223 -28491.66198881 -28496.78232166 -28506.79428252 -28499.40579731 -28515.73338621 -28515.62361181 -28492.9816547 -28505.66643526 -28499.71406692 -28499.49825462 -28498.95275476 -28499.83977106 -28491.41144307 -28502.63016351 -28492.32598439 -28491.31198346 -28497.09772898 -28496.80463065 -28498.77571344 -28528.31373449 -28509.66681433 -28516.13906053 -28546.21718276 -28496.95054392 -28488.2670472 -28490.95367501 -28499.40269333 -28491.24496229 -28550.50925765 -28503.62736676 -28506.66314297 -28501.48414597 -28498.25417319 -28514.48213509 -28505.61732764 -28499.398494 -28490.77153285 -28506.92150939 -28509.3731051 -28497.19459372 -28495.90258462 -28490.96924331 -28498.40826907 -28515.21548966] manylnprob(): p[0] = [ 1.27202267e+00 2.08155378e+00 8.58167171e-01 -7.95017798e-03 9.41058472e-03 1.22715796e-03 9.34036649e-01 8.30226145e-01] main(): current acceptance fraction: 44.3810096154 MCMC took 79.878839 sec Running MCMC mcmc-default-064-015-104.pickle manylnprob(): lnp = [-28504.33521631 -28489.9656885 -28495.26797121 -28497.19130155 -28496.51338506 -28553.90618481 -28502.43998587 -28488.1378942 -28493.22113362 -28502.43920096 -28499.10115422 -28493.32036899 -28497.13544558 -28496.71591911 -28501.59863622 -28503.85586676 -28497.03990293 -28522.4151326 -28519.76577036 -28511.84342234 -28491.41481749 -28495.11366896 -28559.52690613 -28506.32275968 -28493.97601755 -28495.38978386 -28492.77540313 -28522.04822413 -28514.00662443 -28499.50835594 -28526.37364834 -28496.05477402 -28492.92483736 -28500.39002367 -28496.54735338 -28491.97085181 -28516.12040458 -28490.07253627 -28524.72244669 -28501.0537789 -28513.22461264 -28501.35209478 -28495.15420863 -28498.6256391 -28531.61571717 -28519.76607284 -28500.94451859 -28495.51253646 -28500.62670656 -28508.33279596 -28497.37021321 -28497.9406561 -28495.3578735 -28507.54809371 -28496.76938285 -28495.59991395 -28494.62275505 -28499.2033675 -28494.99659163 -28495.78986276 -28506.6086322 -28493.04451471 -28487.49126461 -28493.85190269] manylnprob(): p[0] = [ 1.27346285e+00 2.08424579e+00 8.59823176e-01 -7.93912644e-03 9.40439502e-03 1.23260390e-03 9.35436073e-01 8.43470704e-01] main(): current acceptance fraction: 44.3303571429 MCMC took 79.40122 sec Running MCMC mcmc-default-064-015-105.pickle manylnprob(): lnp = [-28498.72470722 -28517.56066667 -28495.49433906 -28502.74087114 -28496.7250228 -28493.31872415 -28504.96873024 -28488.05572988 -28490.63635945 -28497.3654073 -28516.93295286 -28493.34570667 -28495.57048028 -28496.69854241 -28495.22054087 -28511.20763555 -28502.39021441 -28497.17489182 -28492.65083965 -28488.50344144 -28504.89293926 -28494.71743526 -28496.93194398 -28534.31254262 -28491.12645293 -28495.44268817 -28493.07604335 -28509.22480923 -28505.71053125 -28498.16750972 -28496.42583195 -28496.10768696 -28492.56516954 -28499.36941074 -28493.05259086 -28496.42435199 -28519.63853048 -28488.89338314 -28498.8477791 -28535.49992986 -28530.04922801 -28502.15184543 -28504.24256117 -28506.20796267 -28488.28224528 -28509.56612231 -28505.9517472 -28495.89519532 -28502.54736516 -28488.70371559 -28498.90217067 -28498.55586493 -28497.19847171 -28508.52355736 -28495.2294101 -28503.53025843 -28488.61454092 -28495.97616635 -28496.19563064 -28503.39193276 -28495.82973883 -28493.69527158 -28500.84030998 -28494.10645054] manylnprob(): p[0] = [ 1.27072810e+00 2.07846979e+00 8.56093760e-01 -7.94685779e-03 9.40318022e-03 1.23612635e-03 9.29570934e-01 8.42046410e-01] main(): current acceptance fraction: 44.2511792453 MCMC took 79.447468 sec Running MCMC mcmc-default-064-015-106.pickle manylnprob(): lnp = [-28516.40593155 -28492.39624295 -28508.28449818 -28497.51830424 -28531.96586534 -28488.08622977 -28494.87391597 -28489.08911286 -28491.15440156 -28501.5522049 -28500.90004425 -28508.34834771 -28494.13173121 -28497.17033265 -28498.67578527 -28505.79321661 -28498.75105275 -28511.66392436 -28493.00298878 -28490.4564785 -28492.96848518 -28500.83699271 -28498.26659397 -28500.41070207 -28502.22744045 -28495.14207874 -28493.1153158 -28515.69631404 -28517.12267258 -28499.65527194 -28497.01445789 -28499.83402577 -28495.9378892 -28498.88388214 -28491.29515067 -28490.85410386 -28497.34751087 -28493.73083767 -28496.23427439 -28552.06927172 -28492.72663573 -28492.54428154 -28489.86617378 -28530.98466176 -28490.53434076 -28490.38525381 -28508.47825469 -28515.43801 -28515.4990359 -28489.55800398 -28506.15831779 -28501.21695187 -28496.86308043 -28500.12821628 -28495.30173918 -28495.46782269 -28505.97687344 -28496.32186483 -28501.59873238 -28498.51182272 -28495.77686846 -28496.3752418 -28490.86956153 -28499.00989468] manylnprob(): p[0] = [ 1.27713336e+00 2.09000296e+00 8.63289183e-01 -7.89093530e-03 9.43848437e-03 1.25431997e-03 9.50969851e-01 8.49107909e-01] main(): current acceptance fraction: 44.2172897196 MCMC took 79.508111 sec Running MCMC mcmc-default-064-015-107.pickle manylnprob(): lnp = [-28492.80518174 -28489.71116037 -28521.95052677 -28498.58938816 -28494.0803524 -28487.27734863 -28493.66189552 -28489.46402952 -28491.50839419 -28526.61595667 -28521.24127347 -28496.47950199 -28495.19307367 -28501.69307732 -28497.28758826 -28496.40759572 -28500.54318374 -28512.19358157 -28519.08784885 -28489.23651104 -28488.56414037 -28494.87782131 -28516.83890803 -28505.91517698 -28500.33634609 -28495.68245933 -28493.03591271 -28500.49818437 -28493.55106731 -28497.84050302 -28491.35301208 -28500.55576209 -28523.92684392 -28498.74927419 -28490.9848235 -28490.65237716 -28498.30643893 -28489.700617 -28496.82296201 -28491.07152515 -28493.07001633 -28506.60489992 -28496.32014791 -28504.18084782 -28571.59233032 -28509.61974343 -28506.3745904 -28499.74469609 -28497.94541677 -28492.53823006 -28519.52061318 -28503.8934766 -28496.37453073 -28502.40934332 -28505.82903822 -28511.64272083 -28491.72690946 -28500.43860811 -28509.76590241 -28493.57957406 -28495.57915273 -28495.31456755 -28566.59757142 -28504.00190329] manylnprob(): p[0] = [ 1.27123061e+00 2.07983290e+00 8.56804222e-01 -7.94719952e-03 9.41138823e-03 1.22425043e-03 9.26544628e-01 8.31455314e-01] main(): current acceptance fraction: 44.2274305556 MCMC took 81.414888 sec Running MCMC mcmc-default-064-015-108.pickle manylnprob(): lnp = [-28508.06776893 -28488.81558095 -28495.15071988 -28513.40677941 -28567.82359141 -28487.7244303 -28498.04878459 -28518.09034542 -28491.4429539 -28505.11079023 -28503.27757627 -28512.01250574 -28494.05775339 -28499.55001219 -28499.80021076 -28505.83156493 -28522.05033459 -28497.54731426 -28519.42256656 -28490.68156489 -28488.505187 -28491.98033802 -28497.74052868 -28512.14346866 -28502.76132788 -28495.24994108 -28498.38781406 -28492.01594597 -28490.5898874 -28495.95758757 -28491.74258461 -28489.72539847 -28493.66206756 -28488.49840451 -28510.17680861 -28491.40085661 -28507.97568364 -28492.13053916 -28508.72355084 -28491.58897505 -28493.19736374 -28492.46016924 -28489.8146067 -28515.49204206 -28490.79050892 -28491.18578243 -28500.86788899 -28494.34173013 -28506.86398887 -28501.28495802 -28498.26895875 -28520.54062191 -28502.12418268 -28492.18753642 -28493.17278096 -28503.21004203 -28496.23033369 -28498.98155683 -28493.57370601 -28495.07710884 -28495.04108953 -28493.21872078 -28486.94004112 -28495.72825268] manylnprob(): p[0] = [ 1.27173002e+00 2.08021490e+00 8.57350507e-01 -7.94100601e-03 9.39238577e-03 1.24289269e-03 9.41270246e-01 8.64119044e-01] main(): current acceptance fraction: 44.2230504587 MCMC took 79.533729 sec Running MCMC mcmc-default-064-015-109.pickle manylnprob(): lnp = [-28492.88043271 -28489.73727452 -28492.80507507 -28508.18106004 -28493.99489156 -28490.18523879 -28501.7918273 -28486.46778352 -28494.49106374 -28500.45506598 -28501.96882428 -28495.23571272 -28501.54425154 -28509.61330168 -28496.34054678 -28495.19200871 -28499.59811682 -28507.77525421 -28539.10052157 -28490.53248841 -28520.28800567 -28500.02777291 -28517.3009722 -28544.22008551 -28493.17223793 -28496.32950045 -28502.30056455 -28492.68856621 -28496.01373677 -28495.82517769 -28492.39072158 -28495.97898509 -28496.31570657 -28488.66291492 -28492.4053731 -28491.12303792 -28508.93161098 -28488.77322162 -28504.40732714 -28492.76316011 -28495.83725017 -28527.96014358 -28490.24307259 -28500.51289047 -28487.8474445 -28491.20176309 -28508.03708775 -28492.46276557 -28502.89137728 -28487.99540339 -28506.83329742 -28514.47178455 -28506.87235194 -28492.89563265 -28490.89189593 -28501.33842297 -28511.46062111 -28496.55600034 -28494.64630359 -28494.41952563 -28498.6293126 -28490.80465169 -28486.89268931 -28500.41285982] manylnprob(): p[0] = [ 1.27141541e+00 2.08031103e+00 8.57051207e-01 -7.94455042e-03 9.41055050e-03 1.22328804e-03 9.23791033e-01 8.34644336e-01] main(): current acceptance fraction: 44.1477272727 MCMC took 79.680535 sec Plotting trajectory traj-default-064-015-110.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-110.png Running MCMC mcmc-default-064-015-110.pickle manylnprob(): lnp = [-28532.1814793 -28485.9621165 -28492.70801473 -28497.04743107 -28492.58359814 -28532.14895751 -28494.64257572 -28512.12329893 -28491.95509326 -28509.74763726 -28515.63286607 -28490.80553398 -28494.84515947 -28497.18334853 -28531.68569366 -28495.66051604 -28501.86935082 -28499.0550262 -28490.52833947 -28512.38817415 -28492.48994184 -28494.26660472 -28504.14143227 -28494.63165472 -28491.29565382 -28508.81219968 -28505.06438986 -28493.76948376 -28520.85975709 -28495.92578756 -28493.83760323 -28489.65915468 -28493.48689521 -28490.1163731 -28515.12708854 -28495.75435406 -28531.60940522 -28489.62515483 -28498.04187519 -28527.98133738 -28496.94721058 -28499.454046 -28490.05037903 -28539.43711984 -28485.43688418 -28508.75974263 -28496.47840616 -28492.6584138 -28498.1182223 -28507.95522995 -28506.8485455 -28508.25348427 -28497.50396842 -28499.347251 -28514.3423296 -28503.44709694 -28490.98243638 -28497.1208998 -28491.3312785 -28496.7535977 -28506.86087083 -28491.13807761 -28487.23527032 -28555.7610083 ] manylnprob(): p[0] = [ 1.27143285e+00 2.07782416e+00 8.56853309e-01 -7.95142199e-03 9.37807717e-03 1.27754072e-03 9.29938243e-01 8.46928992e-01] main(): current acceptance fraction: 44.0878378378 MCMC took 80.787752 sec Running MCMC mcmc-default-064-015-111.pickle manylnprob(): lnp = [-28489.56286448 -28489.10601273 -28494.43300766 -28499.5552946 -28491.05938381 -28569.29114654 -28508.85600881 -28525.74393469 -28490.72023109 -28507.82067013 -28526.45908682 -28491.49699373 -28517.28098509 -28499.29310102 -28496.18067329 -28494.13154873 -28492.61712684 -28512.92452079 -28515.89872564 -28512.67977171 -28531.20729767 -28494.25890951 -28496.86039512 -28494.80981277 -28493.05085061 -28495.06224175 -28493.06112568 -28499.33659014 -28491.05549503 -28496.43074445 -28491.54343943 -28495.39566361 -28487.73013387 -28558.93543566 -28492.85524632 -28501.69253832 -28495.99532381 -28488.80205071 -28530.47890647 -28490.78645812 -28493.29738823 -28492.30951108 -28492.02006184 -28495.72008642 -28523.99883829 -28518.59462063 -28498.08555573 -28491.47180049 -28509.37547563 -28486.47265186 -28511.74635703 -28499.81932207 -28495.64762802 -28492.09137718 -28492.14699725 -28494.19600464 -28491.35489302 -28491.99117789 -28490.87774431 -28494.32405142 -28495.42921423 -28509.31241836 -28488.56673818 -28494.99394421] manylnprob(): p[0] = [ 1.27112033e+00 2.08092820e+00 8.56777455e-01 -7.94489713e-03 9.42955181e-03 1.19519275e-03 9.24694186e-01 8.23017958e-01] main(): current acceptance fraction: 44.1266741071 MCMC took 79.630169 sec Running MCMC mcmc-default-064-015-112.pickle manylnprob(): lnp = [-28492.69986848 -28495.53011259 -28491.95485112 -28518.29132596 -28488.0945317 -28536.21699902 -28494.4811238 -28487.06099255 -28489.3828738 -28510.84339566 -28517.30333177 -28489.95288482 -28496.13352043 -28498.57314955 -28499.93229069 -28502.66023364 -28499.5887608 -28508.35867396 -28516.65281583 -28492.37322343 -28503.24154074 -28498.61763474 -28500.84575588 -28494.28395479 -28496.74399196 -28498.22306509 -28493.02737652 -28494.52153176 -28494.78158771 -28493.38629306 -28492.32014226 -28491.70276031 -28522.08290243 -28518.40829283 -28505.05873345 -28494.03770869 -28496.26094405 -28520.43010131 -28505.04452277 -28493.74345717 -28498.17852403 -28500.72042633 -28506.23237107 -28496.53003897 -28485.49467806 -28489.72355548 -28494.88478378 -28497.35763844 -28495.01199146 -28485.06120882 -28518.70312141 -28499.16832586 -28505.81367892 -28494.80142283 -28491.19323608 -28494.06292753 -28510.41722695 -28493.05711164 -28491.48137741 -28493.37736187 -28509.12251851 -28491.14858307 -28509.51445065 -28511.91911401] manylnprob(): p[0] = [ 1.27029639e+00 2.07794754e+00 8.55578631e-01 -7.95063316e-03 9.41255219e-03 1.21955282e-03 9.25121362e-01 8.31889867e-01] main(): current acceptance fraction: 44.0680309735 MCMC took 79.531434 sec Running MCMC mcmc-default-064-015-113.pickle manylnprob(): lnp = [-28492.87944067 -28488.20230093 -28491.38164649 -28496.62937629 -28493.44338921 -28536.8066216 -28493.86245131 -28488.14562305 -28504.72887216 -28502.09627123 -28522.57632559 -28491.63556773 -28499.76777217 -28498.63869497 -28533.83000617 -28499.72015238 -28491.21799751 -28518.68972961 -28516.48900441 -28493.88062626 -28516.88918545 -28495.08902131 -28499.23407537 -28495.79679109 -28492.94180106 -28497.50180134 -28492.73368678 -28494.71611265 -28493.95090579 -28490.72717993 -28492.45845332 -28489.83908139 -28487.50359914 -28561.27974444 -28495.79737155 -28497.1715033 -28493.11534492 -28520.84384724 -28548.56748064 -28496.6801352 -28495.42616346 -28497.80874957 -28491.72376943 -28497.54010902 -28486.90166328 -28515.00269497 -28492.58992595 -28502.09523442 -28502.40097412 -28490.03308804 -28500.67597215 -28498.21076216 -28513.88394009 -28509.08325416 -28496.46196544 -28509.32065649 -28495.69023598 -28493.67005869 -28495.98943302 -28493.35505863 -28500.96626288 -28493.73875861 -28488.68766927 -28496.36281266] manylnprob(): p[0] = [ 1.27014205e+00 2.07757693e+00 8.55375933e-01 -7.95238182e-03 9.41308234e-03 1.21980907e-03 9.26646761e-01 8.30035334e-01] main(): current acceptance fraction: 43.9692982456 MCMC took 79.459009 sec Running MCMC mcmc-default-064-015-114.pickle manylnprob(): lnp = [-28491.83444795 -28487.01669653 -28492.2893532 -28500.07588075 -28488.69607386 -28536.29498863 -28517.80132916 -28485.62736958 -28484.9148737 -28496.49450817 -28511.42350566 -28491.45194021 -28490.96936306 -28520.32291561 -28518.21963647 -28507.47750383 -28495.21510548 -28517.11503975 -28508.8634957 -28493.42771134 -28505.70842653 -28496.92215204 -28496.09949559 -28496.3518827 -28491.76798865 -28506.11270809 -28492.85253936 -28491.35343299 -28489.068147 -28489.74378895 -28492.30693286 -28492.73110748 -28484.64337685 -28491.13610235 -28536.78352716 -28494.91044549 -28497.381416 -28490.04165018 -28523.49320806 -28489.95782729 -28489.93559103 -28491.98112638 -28491.44162645 -28493.5981454 -28501.5947106 -28485.52202828 -28491.63181901 -28503.25029719 -28506.86247693 -28488.4545628 -28511.10644363 -28498.65289576 -28504.80043708 -28494.02688364 -28495.13994188 -28494.15992318 -28491.46238203 -28496.84395828 -28493.78055072 -28493.45125838 -28494.34183661 -28488.45931629 -28495.41712568 -28502.29774404] manylnprob(): p[0] = [ 1.26816091e+00 2.07392079e+00 8.53039322e-01 -7.96211389e-03 9.41107588e-03 1.20492324e-03 9.15464373e-01 8.21374162e-01] main(): current acceptance fraction: 43.9809782609 MCMC took 79.531769 sec Running MCMC mcmc-default-064-015-115.pickle manylnprob(): lnp = [-28502.01389265 -28489.21018685 -28491.7927751 -28494.58983408 -28504.40346974 -28493.54457115 -28491.7210833 -28485.6315883 -28485.2361326 -28512.50541457 -28509.24085259 -28516.43425419 -28498.64235442 -28492.72639731 -28507.00734297 -28521.02777365 -28490.8291744 -28495.73190339 -28491.06162476 -28491.00664424 -28484.13664808 -28545.05984105 -28496.05193847 -28513.37108308 -28491.72651202 -28491.12055457 -28497.99849071 -28493.80449053 -28494.13336165 -28489.58462478 -28491.76792182 -28512.50266781 -28518.41034468 -28489.82530803 -28488.07680883 -28502.77990802 -28496.35505234 -28490.84712348 -28493.48323242 -28489.75343532 -28497.44744018 -28498.79406713 -28491.5108821 -28496.80811105 -28486.5969332 -28487.0313652 -28491.719089 -28492.82847088 -28493.47551414 -28485.48746944 -28531.08236164 -28496.04074513 -28494.07866089 -28493.96152609 -28492.45900736 -28508.92041031 -28491.22514958 -28493.70287059 -28515.73664074 -28504.69847889 -28498.271684 -28489.06260126 -28489.22311771 -28495.85689522] manylnprob(): p[0] = [ 1.26928648e+00 2.07538104e+00 8.54220727e-01 -7.95243679e-03 9.41341932e-03 1.22330798e-03 9.31060102e-01 8.27162733e-01] main(): current acceptance fraction: 43.9655172414 MCMC took 79.616414 sec Running MCMC mcmc-default-064-015-116.pickle manylnprob(): lnp = [-28492.51585858 -28489.77052747 -28492.16348694 -28493.43327356 -28492.24390308 -28490.72407821 -28493.85604997 -28486.94764805 -28485.23366246 -28503.63158964 -28501.83476809 -28509.52471931 -28493.74202588 -28498.84337534 -28508.63349988 -28498.13478436 -28496.92650186 -28522.32451964 -28527.6169054 -28493.2900492 -28488.48756495 -28498.2931792 -28495.73159855 -28496.33791255 -28489.34432279 -28492.86398308 -28494.23150254 -28491.87550267 -28490.4708955 -28489.83763905 -28506.71235065 -28521.87946772 -28491.3699681 -28523.90548877 -28497.18996992 -28516.32332 -28493.70740414 -28487.25515077 -28496.24846229 -28489.79366636 -28487.82142139 -28492.21783111 -28488.09938819 -28501.43581982 -28484.90252087 -28488.99966489 -28501.10017649 -28490.64093247 -28503.67993605 -28519.31638856 -28492.64781189 -28495.74470187 -28491.35663268 -28488.74154644 -28513.65484616 -28493.63882089 -28488.25456125 -28499.38823714 -28513.83601723 -28493.64738954 -28490.33039126 -28488.9384186 -28489.32782985 -28493.66693448] manylnprob(): p[0] = [ 1.27011377e+00 2.07756863e+00 8.55351341e-01 -7.95362803e-03 9.41256490e-03 1.21850312e-03 9.25634371e-01 8.30715744e-01] main(): current acceptance fraction: 43.9236111111 MCMC took 79.453134 sec Running MCMC mcmc-default-064-015-117.pickle manylnprob(): lnp = [-28492.36635737 -28489.8482484 -28503.40813743 -28495.99872243 -28488.35660437 -28502.97556983 -28491.57546017 -28486.07740175 -28485.56292828 -28516.47433143 -28519.40755102 -28489.33042857 -28489.92138165 -28493.52823822 -28495.32784179 -28507.56071875 -28488.56457818 -28502.26323673 -28488.79700579 -28490.27711518 -28484.8493354 -28497.25404738 -28494.21226568 -28498.06775074 -28487.76521838 -28492.36315878 -28491.46681729 -28492.36733495 -28489.97604836 -28490.28772432 -28491.35652547 -28488.90344586 -28523.29235693 -28529.1200897 -28502.36447965 -28494.78471682 -28510.16741604 -28487.78725009 -28492.83436684 -28526.99872165 -28486.29829225 -28520.35566088 -28509.4893895 -28503.86917567 -28485.27494924 -28489.50850896 -28491.91756653 -28491.36284168 -28500.20339709 -28485.6194296 -28497.54165679 -28514.48968513 -28498.77420647 -28494.7046212 -28489.92891735 -28492.75319989 -28494.49643151 -28490.10176683 -28501.42645948 -28536.30555646 -28514.99345762 -28490.52113278 -28519.55651307 -28495.11338366] manylnprob(): p[0] = [ 1.27034050e+00 2.07806664e+00 8.55656277e-01 -7.95232434e-03 9.41215501e-03 1.21794109e-03 9.25301785e-01 8.30577777e-01] main(): current acceptance fraction: 43.8162076271 MCMC took 79.432362 sec Running MCMC mcmc-default-064-015-118.pickle manylnprob(): lnp = [-28493.01904381 -28489.63952078 -28491.53403888 -28494.07931078 -28489.16962571 -28483.95848094 -28493.45918677 -28483.80761646 -28484.93979212 -28499.6805627 -28495.16538133 -28487.93924926 -28490.26705654 -28492.90753207 -28502.60855986 -28496.73741586 -28492.51753646 -28507.00078603 -28493.16654144 -28492.78792554 -28483.7158742 -28497.55570537 -28494.8967002 -28495.31186261 -28489.98411874 -28507.14699566 -28515.56744507 -28493.62195362 -28489.88882709 -28490.03904332 -28507.9004811 -28492.73278303 -28494.67706938 -28493.21297473 -28485.18491347 -28495.57573582 -28491.18684395 -28488.62506954 -28492.27875527 -28489.7681253 -28489.57679874 -28488.12689882 -28490.78998161 -28493.75392157 -28485.73096298 -28507.27321392 -28494.77333031 -28494.1164104 -28493.78865047 -28484.98793263 -28503.33110147 -28498.55198572 -28509.13614386 -28493.77836477 -28505.5589658 -28493.57646778 -28494.78802069 -28490.06762912 -28495.01145214 -28494.51710482 -28493.85105152 -28497.07778986 -28488.11666695 -28494.11939084] manylnprob(): p[0] = [ 1.27047075e+00 2.07820133e+00 8.55811148e-01 -7.95175685e-03 9.40969491e-03 1.22136124e-03 9.25184970e-01 8.34198091e-01] main(): current acceptance fraction: 43.8681722689 MCMC took 79.502664 sec Running MCMC mcmc-default-064-015-119.pickle manylnprob(): lnp = [-28506.60140468 -28487.5819386 -28495.67378487 -28494.80621822 -28501.63173968 -28483.79147821 -28503.45383453 -28484.16528616 -28497.49829124 -28503.59112432 -28498.53132411 -28492.46653585 -28492.35116867 -28490.54500395 -28493.566521 -28496.78901073 -28491.2443331 -28507.50839021 -28513.25529431 -28518.70803283 -28483.65535328 -28508.21740797 -28491.30943556 -28514.57663276 -28489.37583914 -28491.57190504 -28531.22313695 -28491.99798658 -28493.03158767 -28489.78090439 -28525.68067895 -28492.18801615 -28496.77046607 -28489.6719627 -28489.95927848 -28491.77049523 -28491.80245318 -28500.78156736 -28497.31967935 -28494.83409335 -28491.65564838 -28523.08947739 -28491.29475009 -28507.69399592 -28485.99990126 -28485.0666211 -28492.99263162 -28500.26750976 -28498.18019842 -28485.04535236 -28490.59555857 -28496.16887425 -28488.42779157 -28492.43220526 -28500.66313159 -28492.29113085 -28491.71861616 -28494.64653266 -28513.03418128 -28494.55570677 -28509.7044088 -28488.73788727 -28512.53555104 -28509.404322 ] manylnprob(): p[0] = [ 1.26768143e+00 2.07191430e+00 8.52506608e-01 -7.95780430e-03 9.42040165e-03 1.23391962e-03 9.30613457e-01 8.51973884e-01] main(): current acceptance fraction: 43.7369791667 MCMC took 79.549249 sec Plotting trajectory traj-default-064-015-120.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-120.png Running MCMC mcmc-default-064-015-120.pickle manylnprob(): lnp = [-28489.84868155 -28487.37482129 -28491.88624428 -28496.68401833 -28504.41740338 -28484.7618508 -28500.70197476 -28488.37606421 -28485.36088513 -28496.98967841 -28501.33595696 -28489.13983464 -28491.92533059 -28510.80328493 -28497.43526796 -28510.29483941 -28496.12225073 -28526.93897231 -28524.46520238 -28519.80540663 -28482.94341917 -28502.91338978 -28494.9472953 -28489.82539463 -28510.79503268 -28491.00027913 -28510.94719225 -28490.07651461 -28488.91703077 -28489.71197617 -28498.22684742 -28528.03616218 -28493.54069211 -28488.58200741 -28487.6043826 -28491.27137092 -28494.50241505 -28488.46196187 -28492.33865827 -28490.28950779 -28486.86783385 -28486.74546247 -28495.4079572 -28496.15189057 -28485.31557949 -28485.26471163 -28491.10523514 -28491.81856414 -28495.95015979 -28500.32038689 -28496.84553935 -28497.92233837 -28496.45262685 -28494.10166906 -28491.4099037 -28494.43012885 -28491.81201133 -28487.55674693 -28496.14192041 -28494.30538646 -28493.27893874 -28489.09562468 -28487.4885466 -28520.17857694] manylnprob(): p[0] = [ 1.27222021e+00 2.08222647e+00 8.58364378e-01 -7.94039761e-03 9.40315115e-03 1.20059948e-03 9.16118437e-01 8.49981649e-01] main(): current acceptance fraction: 43.7241735537 MCMC took 79.528065 sec Running MCMC mcmc-default-064-015-121.pickle manylnprob(): lnp = [-28488.52665937 -28490.14954284 -28491.09649586 -28492.72476222 -28487.66843374 -28550.7090687 -28494.14542438 -28489.32797892 -28489.2399787 -28499.32562532 -28494.15422358 -28489.09089146 -28494.97409268 -28515.9354242 -28500.22861911 -28499.9692749 -28490.6280398 -28494.73132714 -28488.77380669 -28519.75355871 -28519.55419187 -28529.33362864 -28489.27618827 -28495.90560473 -28512.87128458 -28495.61874063 -28528.79236141 -28491.10495274 -28515.14955422 -28524.88538379 -28520.00595778 -28495.34932582 -28490.77117174 -28489.39999965 -28485.6906438 -28492.61264421 -28490.47531804 -28496.32002648 -28492.28420806 -28489.69810623 -28482.45722074 -28544.31658514 -28487.77149454 -28494.80825102 -28485.46808524 -28485.1529534 -28496.49272734 -28493.2408327 -28498.27264018 -28493.38080514 -28524.14433526 -28495.90915492 -28488.28743026 -28489.13042935 -28493.92096076 -28496.92505732 -28499.56121017 -28498.71534723 -28491.26202619 -28499.69061984 -28495.84897851 -28495.62739424 -28484.42735522 -28534.77046467] manylnprob(): p[0] = [ 1.27196097e+00 2.08243620e+00 8.58198486e-01 -7.94399435e-03 9.41276366e-03 1.19678027e-03 9.12744856e-01 8.35382002e-01] main(): current acceptance fraction: 43.6859631148 MCMC took 79.560507 sec Running MCMC mcmc-default-064-015-122.pickle manylnprob(): lnp = [-28487.79854581 -28534.67834496 -28491.9837221 -28502.31032888 -28487.83585852 -28485.97271681 -28499.90945807 -28537.46338995 -28485.63455377 -28503.65658051 -28495.4061043 -28487.8282369 -28492.28101429 -28492.65603567 -28497.45762232 -28505.50689647 -28490.23733689 -28496.08471083 -28489.30452973 -28491.93980923 -28493.83250826 -28532.61050338 -28488.86755397 -28489.47520992 -28488.81991194 -28499.76717046 -28488.17547562 -28487.23629834 -28516.08471141 -28529.12639424 -28494.81716715 -28498.43500991 -28559.58305158 -28493.21832131 -28486.5698053 -28496.00638423 -28496.81373762 -28488.30960954 -28490.94002231 -28489.82266173 -28482.46988804 -28491.66336324 -28489.33565182 -28518.05758298 -28486.28464504 -28485.79161448 -28498.93368893 -28547.3931899 -28514.60687487 -28487.93070226 -28496.67795899 -28494.86931363 -28490.75809643 -28500.10593165 -28487.15447718 -28503.75674299 -28490.91707417 -28491.8501798 -28489.69106193 -28501.99964099 -28494.48236313 -28489.63517136 -28490.57936058 -28492.41064547] manylnprob(): p[0] = [ 1.27273197e+00 2.08368314e+00 8.59111459e-01 -7.93630333e-03 9.40590519e-03 1.19408357e-03 9.16904934e-01 8.34965655e-01] main(): current acceptance fraction: 43.6864837398 MCMC took 79.461899 sec Running MCMC mcmc-default-064-015-123.pickle manylnprob(): lnp = [-28489.51857951 -28496.55468335 -28488.88043087 -28490.51654775 -28487.04835257 -28491.3692071 -28493.03117999 -28484.08151417 -28484.92665666 -28531.43027213 -28497.23894079 -28488.62520305 -28496.82674612 -28491.81874046 -28494.89327546 -28492.33141666 -28493.64665403 -28501.68099016 -28491.82232629 -28520.1773952 -28488.41514213 -28506.56603693 -28490.51246465 -28489.34903269 -28490.06455304 -28508.32651818 -28492.98231101 -28486.65549155 -28499.52267463 -28492.98959993 -28491.66868837 -28494.23703447 -28505.36267447 -28488.85811724 -28485.11989655 -28493.20123479 -28492.22064339 -28486.97883205 -28488.28216689 -28487.27238139 -28482.08442316 -28564.72378625 -28495.47343004 -28500.56019862 -28486.37269622 -28486.30349596 -28514.39585447 -28491.76440405 -28496.40980092 -28486.4227658 -28496.1248223 -28495.04705509 -28495.20651809 -28494.23500471 -28484.03934511 -28497.53910779 -28487.29416072 -28498.01736628 -28489.91493118 -28495.0626345 -28497.40195461 -28501.07346909 -28483.55301578 -28491.93746144] manylnprob(): p[0] = [ 1.27351413e+00 2.08575954e+00 8.60461014e-01 -7.91842411e-03 9.40915939e-03 1.18702551e-03 9.19291889e-01 8.38320289e-01] main(): current acceptance fraction: 43.7121975806 MCMC took 79.53824 sec Running MCMC mcmc-default-064-015-124.pickle manylnprob(): lnp = [-28486.37442856 -28489.35212201 -28496.90854489 -28507.94108311 -28509.82862225 -28486.13622119 -28503.06780872 -28510.67970989 -28485.97312525 -28496.39089157 -28492.73563844 -28510.8856887 -28494.58904557 -28492.7836926 -28493.25852691 -28489.94928652 -28490.9706659 -28504.19189725 -28487.99447793 -28528.12352746 -28482.85030922 -28494.06813163 -28493.23548085 -28489.30634999 -28518.13068266 -28490.55355539 -28510.06387718 -28486.6140578 -28488.83372174 -28536.8480578 -28494.73106317 -28494.9663136 -28524.49743478 -28489.65318592 -28487.94258179 -28491.99289169 -28491.79848371 -28500.91809636 -28487.64238125 -28490.7299464 -28482.63828188 -28500.81702393 -28504.38115075 -28524.39972564 -28493.11580115 -28485.3617713 -28506.44359566 -28493.88458705 -28513.08633015 -28484.00070549 -28495.26061647 -28492.91454069 -28489.66952478 -28489.48702286 -28482.88575029 -28496.27233076 -28496.7027971 -28495.91071172 -28492.72512098 -28497.91328176 -28501.61103272 -28492.12524739 -28484.37315442 -28491.58311169] manylnprob(): p[0] = [ 1.27663829e+00 2.09191858e+00 8.63833962e-01 -7.91832584e-03 9.40405107e-03 1.18438898e-03 9.18865100e-01 8.47913334e-01] main(): current acceptance fraction: 43.625 MCMC took 80.077308 sec Running MCMC mcmc-default-064-015-125.pickle manylnprob(): lnp = [-28492.9337118 -28486.89658988 -28488.15945303 -28490.30453536 -28484.18092232 -28492.14272276 -28491.87735748 -28487.19239728 -28488.3153426 -28497.28273131 -28490.84820019 -28512.51686039 -28492.58530436 -28492.89486209 -28503.0592314 -28489.39978738 -28491.18943944 -28494.63656809 -28488.6988241 -28492.31820598 -28487.54970335 -28492.44766744 -28525.94524413 -28489.31932063 -28492.9050709 -28499.26450643 -28504.01055827 -28523.67807063 -28486.16790568 -28492.22351843 -28520.62905119 -28489.5580641 -28489.38810183 -28492.85284267 -28488.45229359 -28492.40336185 -28516.94482521 -28486.27944746 -28488.33184233 -28507.99135936 -28482.81035847 -28495.48953389 -28487.98038053 -28499.06258388 -28487.40139138 -28491.2280861 -28510.8852839 -28487.5875326 -28495.26317979 -28493.19443853 -28497.92959759 -28488.29908654 -28489.6716629 -28510.80618893 -28511.07800447 -28496.80809884 -28490.4003567 -28498.13748392 -28493.86787058 -28509.82206888 -28502.61507364 -28497.71762845 -28484.63783 -28491.36446089] manylnprob(): p[0] = [ 1.27479674e+00 2.08818444e+00 8.62180035e-01 -7.89541175e-03 9.41384552e-03 1.19281248e-03 9.28653964e-01 8.33304566e-01] main(): current acceptance fraction: 43.6135912698 MCMC took 79.542679 sec Running MCMC mcmc-default-064-015-126.pickle manylnprob(): lnp = [-28490.34092405 -28486.37973988 -28490.97323979 -28488.27861518 -28487.54649808 -28544.82369624 -28495.71909719 -28488.76486366 -28510.11467898 -28514.09296436 -28493.73949679 -28488.89455705 -28491.79333539 -28492.90989765 -28500.04759559 -28487.04684924 -28489.77864788 -28509.10758055 -28515.83821544 -28537.83657884 -28482.93585287 -28498.34184982 -28533.61831251 -28489.6307235 -28517.99834125 -28489.98655908 -28490.01893067 -28483.82792126 -28486.7397413 -28529.29639912 -28486.11036461 -28499.28629633 -28491.55503417 -28493.78140363 -28490.98985459 -28490.22353185 -28503.77867443 -28498.05613822 -28486.99180953 -28523.84902831 -28497.27124712 -28496.17905549 -28488.73894775 -28493.37243058 -28535.27591453 -28486.44792006 -28493.70887222 -28485.80554866 -28493.45450632 -28486.68194331 -28495.82020159 -28488.53496124 -28493.32283554 -28486.79943114 -28484.37094112 -28506.94827023 -28488.25121282 -28492.81674178 -28493.94944977 -28498.28347014 -28496.91420641 -28507.49992971 -28484.8313465 -28506.78763781] manylnprob(): p[0] = [ 1.27466944e+00 2.08774873e+00 8.61896560e-01 -7.90578653e-03 9.40152101e-03 1.18924478e-03 9.18158680e-01 8.48861805e-01] main(): current acceptance fraction: 43.6023622047 MCMC took 79.590086 sec Running MCMC mcmc-default-064-015-127.pickle manylnprob(): lnp = [-28495.02780337 -28484.81278041 -28491.32318261 -28491.64204464 -28486.65661655 -28491.97508467 -28498.90289423 -28522.54740599 -28488.58289875 -28499.96689436 -28493.87068725 -28520.80191089 -28491.62679647 -28493.5210187 -28493.2931614 -28486.64882284 -28500.50461183 -28494.97311161 -28518.91067003 -28490.35737776 -28487.26300684 -28490.85058197 -28508.02295522 -28495.41948351 -28485.67768947 -28500.67023766 -28510.173685 -28493.3482646 -28489.79564266 -28516.71498079 -28497.88786168 -28487.77207201 -28492.89535396 -28533.98982007 -28491.75912616 -28496.58839908 -28495.45715597 -28490.23741049 -28491.13414526 -28512.68922131 -28512.92612582 -28493.67351857 -28491.5795749 -28509.85140349 -28533.41420425 -28508.75589377 -28489.72599156 -28487.93816926 -28492.54081333 -28507.81975536 -28496.89537281 -28491.95759125 -28506.90201757 -28487.2274729 -28489.6390818 -28496.28486109 -28483.61566315 -28524.45912021 -28523.32290143 -28517.28366042 -28522.72217646 -28491.577519 -28486.77901663 -28497.04360386] manylnprob(): p[0] = [ 1.27449517e+00 2.08685759e+00 8.61607555e-01 -7.89133620e-03 9.40137882e-03 1.18824113e-03 9.26772853e-01 8.56936510e-01] main(): current acceptance fraction: 43.5424804688 MCMC took 79.781026 sec Running MCMC mcmc-default-064-015-128.pickle manylnprob(): lnp = [-28488.50694623 -28489.04440585 -28499.13086791 -28501.84572438 -28489.02499336 -28484.226854 -28494.04698748 -28526.63566348 -28485.22898462 -28506.52931242 -28493.90524558 -28520.48576866 -28491.44098565 -28492.47841255 -28493.88126059 -28489.89731126 -28499.25738814 -28506.05384683 -28488.7379789 -28489.4731128 -28483.3142337 -28506.16695765 -28496.81814985 -28488.22974154 -28488.26204028 -28486.72681269 -28512.71295793 -28484.5529539 -28485.68891852 -28504.1604299 -28486.29796816 -28486.91054085 -28491.79478917 -28488.86254071 -28492.18450192 -28489.76293003 -28494.59364954 -28488.18338931 -28489.00265708 -28484.78868774 -28482.34400171 -28517.7415189 -28490.4689673 -28502.50532517 -28525.30782599 -28510.14775384 -28491.49925076 -28486.32336154 -28490.31058476 -28488.28714165 -28497.28352339 -28516.31735726 -28488.83452981 -28493.3063136 -28484.1955521 -28497.1548992 -28484.97070839 -28489.4498555 -28518.18832189 -28489.25824905 -28502.59136831 -28491.37445147 -28487.08471839 -28489.65051835] manylnprob(): p[0] = [ 1.27393367e+00 2.08671837e+00 8.60891039e-01 -7.92066772e-03 9.40857337e-03 1.18648692e-03 9.17095554e-01 8.35061808e-01] main(): current acceptance fraction: 43.5198643411 MCMC took 79.596437 sec Running MCMC mcmc-default-064-015-129.pickle manylnprob(): lnp = [-28496.13555036 -28489.03794845 -28490.96117967 -28488.76574611 -28494.62738998 -28484.3727848 -28513.15109627 -28536.05164863 -28502.16036276 -28502.84754773 -28510.59167001 -28512.57122019 -28488.59363618 -28512.26817847 -28494.36006647 -28488.17349991 -28492.18191309 -28505.73551796 -28496.68282293 -28490.05188286 -28483.48349857 -28499.51482174 -28490.99842363 -28490.02661721 -28487.52627127 -28488.55403317 -28494.588 -28484.21668854 -28485.68956771 -28488.09678038 -28485.11231892 -28490.98765994 -28492.71135245 -28494.81359054 -28492.23949905 -28496.13060195 -28499.86619478 -28486.63377686 -28493.54646301 -28484.97735563 -28482.19999277 -28482.9719608 -28485.9820831 -28493.31508937 -28492.93008146 -28485.30356716 -28493.41922519 -28486.26056752 -28490.4068236 -28550.96388225 -28491.2778704 -28518.80336537 -28500.16433733 -28485.21094346 -28483.58652728 -28508.67483521 -28486.38390853 -28488.71327223 -28502.19612204 -28497.7360427 -28490.41077536 -28490.71794143 -28487.9137449 -28490.10311629] manylnprob(): p[0] = [ 1.27277685e+00 2.08331011e+00 8.59634751e-01 -7.90953002e-03 9.39148635e-03 1.19084718e-03 9.18257185e-01 8.59413627e-01] main(): current acceptance fraction: 43.5096153846 MCMC took 79.507109 sec Plotting trajectory traj-default-064-015-130.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-130.png Running MCMC mcmc-default-064-015-130.pickle manylnprob(): lnp = [-28490.90120647 -28485.73434311 -28490.42116605 -28489.30980969 -28487.47020895 -28489.8028063 -28493.17372032 -28486.02209605 -28519.13659919 -28500.00456203 -28502.93972505 -28489.04865433 -28488.92278175 -28511.33802915 -28511.21416089 -28492.65153228 -28492.68846045 -28498.44782178 -28494.08397849 -28490.05342294 -28483.79704293 -28491.30953524 -28490.35842863 -28492.06021915 -28490.54965615 -28485.6282441 -28515.10565091 -28483.00140044 -28485.68880485 -28511.34564925 -28488.1759002 -28490.07688515 -28494.71569687 -28489.34066074 -28504.1524105 -28498.01327029 -28489.49114645 -28486.88002592 -28486.02429851 -28498.34076426 -28494.58856831 -28490.02014393 -28486.06881915 -28500.9099792 -28532.59498766 -28525.51205185 -28487.71313977 -28488.24379188 -28488.45621572 -28486.34646846 -28492.56414688 -28487.88454976 -28487.93543398 -28486.93810755 -28483.94616473 -28496.1188073 -28486.64936637 -28505.30515705 -28491.65036372 -28490.84387326 -28487.43645725 -28492.14838801 -28485.36524628 -28499.19655299] manylnprob(): p[0] = [ 1.27502788e+00 2.08840103e+00 8.62359597e-01 -7.90042193e-03 9.39972356e-03 1.18909395e-03 9.18297924e-01 8.52854734e-01] main(): current acceptance fraction: 43.5114503817 MCMC took 79.51916 sec Running MCMC mcmc-default-064-015-131.pickle manylnprob(): lnp = [-28490.39687544 -28487.80412949 -28492.16410193 -28491.26217337 -28530.41040082 -28512.2363228 -28513.27967154 -28484.29537491 -28486.78380955 -28500.84529454 -28513.07776024 -28490.75264581 -28487.99424263 -28489.53492734 -28513.12646479 -28487.50295305 -28494.54391066 -28497.3861434 -28499.61365399 -28522.2741478 -28483.68465139 -28488.24490368 -28497.48390122 -28539.32982055 -28493.5183969 -28484.10855994 -28516.74509156 -28492.9754002 -28485.47759208 -28490.59906512 -28484.71410586 -28512.54802536 -28491.27395774 -28523.54847993 -28501.63747514 -28494.498999 -28492.85122757 -28486.50428181 -28486.05592885 -28485.89671999 -28484.05774338 -28496.98764591 -28496.06277946 -28496.5708335 -28519.48369547 -28485.42822937 -28488.67623009 -28487.01756365 -28490.9670355 -28503.76641403 -28502.26757636 -28487.85077393 -28490.41148514 -28493.8540044 -28485.23344499 -28492.44368398 -28498.03650017 -28490.23709846 -28493.52119575 -28502.88859229 -28489.62958769 -28524.24136329 -28484.75764058 -28491.48230737] manylnprob(): p[0] = [ 1.27417028e+00 2.08678965e+00 8.61019385e-01 -7.90117845e-03 9.41200385e-03 1.20029696e-03 9.18708543e-01 8.48007159e-01] main(): current acceptance fraction: 43.4659090909 MCMC took 79.739815 sec Running MCMC mcmc-default-064-015-132.pickle manylnprob(): lnp = [-28489.57201495 -28494.51207265 -28504.8200827 -28491.46380031 -28487.36035133 -28483.14857183 -28513.13883465 -28509.38981109 -28486.71288703 -28519.2111169 -28495.79971508 -28486.2647151 -28488.05891816 -28487.5105947 -28521.09130118 -28493.59039227 -28507.4954673 -28493.57712669 -28486.90755599 -28488.07200407 -28509.13165186 -28492.81518498 -28503.21921431 -28493.24345798 -28495.04424884 -28487.78461338 -28526.50765478 -28483.50046041 -28485.31993083 -28486.96243141 -28485.46489969 -28490.61440502 -28542.31212824 -28489.98132179 -28492.06519105 -28496.3889722 -28490.12948713 -28484.13594134 -28487.27233126 -28520.17253502 -28483.72439337 -28483.99985315 -28486.13742191 -28513.72286132 -28485.13168612 -28523.55420488 -28488.43698104 -28486.01227115 -28493.70663594 -28486.11708334 -28499.58689812 -28486.48550255 -28496.74970953 -28496.45370256 -28485.31922034 -28493.228935 -28490.85713059 -28492.99499247 -28498.69077009 -28491.40251246 -28486.62183105 -28541.92527856 -28515.50516272 -28493.50008477] manylnprob(): p[0] = [ 1.27256292e+00 2.08414306e+00 8.59289774e-01 -7.92795468e-03 9.41579496e-03 1.18468997e-03 9.20522151e-01 8.30078607e-01] main(): current acceptance fraction: 43.4797932331 MCMC took 79.548105 sec Running MCMC mcmc-default-064-015-133.pickle manylnprob(): lnp = [-28497.31047929 -28490.23155685 -28508.55339977 -28496.70684608 -28485.149793 -28511.44303734 -28493.87244381 -28487.60609447 -28485.83786607 -28497.8847178 -28503.91503349 -28486.22696167 -28488.17553848 -28486.85072372 -28512.02838591 -28487.22473076 -28492.90483515 -28497.83511937 -28485.61966014 -28495.17907317 -28500.78810723 -28503.4410596 -28492.47663258 -28509.78952513 -28515.15390097 -28487.31850996 -28508.10727367 -28484.45563902 -28484.95502292 -28489.09307333 -28484.76892551 -28491.87099811 -28559.39431961 -28488.86417416 -28491.8059646 -28495.38220615 -28495.49159619 -28487.24240327 -28487.48118254 -28484.7992284 -28489.71255923 -28510.46425897 -28485.29843545 -28494.33393006 -28484.51975556 -28530.2615743 -28492.75837666 -28485.97954139 -28493.83710446 -28487.51022055 -28507.31122414 -28487.40573238 -28490.2818508 -28490.49648149 -28484.36545756 -28499.97167226 -28504.92128389 -28508.52138145 -28500.8870018 -28488.4957466 -28489.19016579 -28491.58502372 -28485.56053753 -28491.09591713] manylnprob(): p[0] = [ 1.26879121e+00 2.07662586e+00 8.55053213e-01 -7.93649136e-03 9.43225461e-03 1.19704491e-03 9.19070564e-01 8.15636594e-01] main(): current acceptance fraction: 43.458488806 MCMC took 79.4892 sec Running MCMC mcmc-default-064-015-134.pickle manylnprob(): lnp = [-28492.98869534 -28488.65783607 -28489.29868989 -28488.87014974 -28488.41779707 -28494.56181449 -28490.66408407 -28486.32856621 -28500.58871998 -28502.6811665 -28500.55506648 -28512.65853238 -28489.33112528 -28489.87917253 -28513.75549651 -28485.86935638 -28492.00487238 -28504.2047955 -28516.45232048 -28493.78756802 -28483.1800296 -28493.52131836 -28492.38204241 -28484.37528321 -28485.58622337 -28486.01240407 -28492.72583603 -28483.99786536 -28486.5842248 -28549.17972351 -28486.26581554 -28522.30122782 -28490.0025599 -28488.03105314 -28495.32012098 -28499.15164221 -28492.62445906 -28489.59192069 -28511.54549458 -28484.11308731 -28483.25041987 -28491.80158921 -28499.19216424 -28494.5396567 -28484.93924945 -28485.21281929 -28488.83868322 -28499.55846018 -28511.84384165 -28489.07401158 -28494.44674352 -28482.30784214 -28484.2687431 -28486.29246624 -28485.12032204 -28493.18543309 -28486.67664464 -28490.98188623 -28492.296605 -28489.75488342 -28507.35832389 -28521.9371262 -28485.6087583 -28519.72055382] manylnprob(): p[0] = [ 1.26991677e+00 2.07870745e+00 8.56198003e-01 -7.94113972e-03 9.42899156e-03 1.18654279e-03 9.21144347e-01 8.19632115e-01] main(): current acceptance fraction: 43.4837962963 MCMC took 79.507872 sec Running MCMC mcmc-default-064-015-135.pickle manylnprob(): lnp = [-28519.75050314 -28499.8581178 -28494.24778134 -28487.6486216 -28488.11216894 -28485.56965388 -28493.0802601 -28506.40794871 -28483.45179837 -28520.41793763 -28498.21371179 -28484.9800712 -28501.50198443 -28498.0964194 -28527.8035349 -28487.15057337 -28492.92178955 -28511.38982236 -28484.08830793 -28488.21010449 -28483.11261801 -28491.5670896 -28487.94543017 -28483.67515867 -28488.5374126 -28487.4648659 -28483.68014884 -28488.99892993 -28497.08113815 -28498.47248433 -28485.35586721 -28489.40624832 -28494.88591309 -28490.10234028 -28487.13152372 -28511.58842916 -28492.08482845 -28503.68317966 -28489.78238982 -28486.10991452 -28512.04961683 -28486.61334121 -28485.27851691 -28495.10562187 -28481.95824089 -28483.87256673 -28484.60044255 -28486.94090626 -28494.19104355 -28486.5739052 -28500.18016514 -28484.21206992 -28485.30485273 -28488.1202075 -28484.98133859 -28490.52761151 -28486.45840852 -28531.13128955 -28524.15243544 -28484.5780107 -28486.34149209 -28488.75233842 -28485.47639253 -28488.4325434 ] manylnprob(): p[0] = [ 1.25634070e+00 2.05092859e+00 8.39472949e-01 -8.00509359e-03 9.45905064e-03 1.20034370e-03 9.17628610e-01 8.26909970e-01] main(): current acceptance fraction: 43.4627757353 MCMC took 79.426146 sec Running MCMC mcmc-default-064-015-136.pickle manylnprob(): lnp = [-28489.42955145 -28487.2210289 -28489.92149009 -28487.58494518 -28498.73481686 -28482.60184232 -28492.13685854 -28487.29367769 -28483.62694123 -28514.84831464 -28506.97705302 -28486.67120557 -28489.07881097 -28494.01618993 -28486.62827725 -28487.39739399 -28493.1134061 -28495.56656313 -28500.48027142 -28489.90524205 -28482.40820088 -28510.55888126 -28491.66241149 -28490.12074298 -28485.79229424 -28492.54614369 -28483.72984219 -28484.69417947 -28499.39765953 -28493.31961802 -28518.41143954 -28506.72621686 -28488.82648781 -28489.93995929 -28488.87382848 -28512.41360436 -28498.79857512 -28500.14975622 -28525.60301046 -28486.43278853 -28497.43137312 -28483.80906678 -28484.58879214 -28494.5405973 -28528.57588195 -28485.15314443 -28490.68551069 -28484.68534551 -28489.0437348 -28488.38699531 -28488.07934581 -28483.17769863 -28484.26370925 -28488.78386262 -28488.19681375 -28498.04230928 -28486.42949388 -28487.57994795 -28510.56925419 -28482.55421674 -28489.38826378 -28489.57739541 -28491.89587818 -28488.79933946] manylnprob(): p[0] = [ 1.27276160e+00 2.08451930e+00 8.59813072e-01 -7.93299752e-03 9.41325535e-03 1.18120278e-03 9.19249713e-01 8.26944658e-01] main(): current acceptance fraction: 43.4306569343 MCMC took 81.12239 sec Running MCMC mcmc-default-064-015-137.pickle manylnprob(): lnp = [-28489.93585796 -28489.38295688 -28501.55988872 -28487.33728095 -28490.95300869 -28505.14015824 -28491.40504432 -28489.88086449 -28485.9627544 -28508.73013556 -28500.50111704 -28510.3278335 -28490.11346962 -28491.96183538 -28513.40934679 -28486.68207395 -28501.56027964 -28518.94484129 -28486.16556985 -28490.26474393 -28524.81325536 -28503.02727129 -28485.65475977 -28516.09610155 -28508.7241766 -28491.82413232 -28488.50148463 -28487.13091091 -28487.69009863 -28487.49183375 -28488.65061506 -28498.70521554 -28555.14895616 -28488.68989408 -28491.63809962 -28546.16431409 -28500.8818401 -28491.95813859 -28490.97931462 -28490.38856011 -28524.03356201 -28494.76444442 -28484.48266144 -28496.98907061 -28538.50836653 -28483.22959644 -28488.12733697 -28487.09411559 -28489.09043598 -28498.98613828 -28489.39618004 -28489.72077706 -28483.10862625 -28501.44352409 -28485.13022775 -28488.07376661 -28492.36660259 -28486.54261996 -28527.95647564 -28482.93370528 -28485.93776414 -28492.59615439 -28485.79371267 -28488.45750882] manylnprob(): p[0] = [ 1.27267039e+00 2.08431362e+00 8.59703372e-01 -7.93287836e-03 9.41320413e-03 1.18029675e-03 9.19646360e-01 8.26158381e-01] main(): current acceptance fraction: 43.3763586957 MCMC took 79.519877 sec Running MCMC mcmc-default-064-015-138.pickle manylnprob(): lnp = [-28488.51704272 -28493.84704933 -28499.54435227 -28489.35206624 -28499.66352406 -28482.40784151 -28504.21330997 -28515.02992084 -28487.63109958 -28495.36107428 -28492.97937134 -28508.84365753 -28486.17266949 -28495.10355831 -28488.42267017 -28486.20438497 -28498.00913661 -28495.78654167 -28486.6158604 -28491.9788226 -28484.83351259 -28495.56525235 -28497.88804206 -28512.10879001 -28513.78737481 -28513.32293225 -28491.01972013 -28513.66389134 -28487.67277761 -28526.13056891 -28484.28447034 -28489.54490263 -28490.61354825 -28489.35543777 -28494.6611887 -28507.94939405 -28494.22850953 -28489.60641185 -28504.01584109 -28494.01275662 -28527.37956533 -28490.28991326 -28483.61856817 -28495.12534224 -28486.24224594 -28489.42480189 -28487.7363891 -28487.9080909 -28489.90024294 -28488.94757034 -28486.89426057 -28483.77377779 -28485.32429636 -28490.02571357 -28483.75465907 -28494.99577829 -28494.26682678 -28484.47889878 -28496.03722457 -28484.42980785 -28503.78272 -28490.08305471 -28485.43000891 -28487.57054647] manylnprob(): p[0] = [ 1.27366179e+00 2.08635700e+00 8.60813178e-01 -7.92703884e-03 9.40870867e-03 1.18034474e-03 9.19609553e-01 8.30722851e-01] main(): current acceptance fraction: 43.3003597122 MCMC took 79.465231 sec Running MCMC mcmc-default-064-015-139.pickle manylnprob(): lnp = [-28486.85895052 -28485.91847538 -28489.84285772 -28484.10092664 -28497.42101316 -28482.63295259 -28505.27777679 -28483.71570573 -28487.3707784 -28493.15982144 -28492.3191519 -28484.69998867 -28494.49773898 -28495.523173 -28496.89297569 -28488.50855699 -28495.59921312 -28492.56474682 -28495.2284696 -28508.76557224 -28505.04102498 -28488.31321171 -28514.72962449 -28525.3403053 -28487.41764635 -28517.79736007 -28489.1984688 -28486.92491322 -28489.07915776 -28541.4923669 -28485.80595471 -28490.76385296 -28513.02418037 -28487.9567861 -28491.53024525 -28543.06533609 -28507.83654699 -28486.80027014 -28499.17364513 -28485.33887649 -28507.6868494 -28513.2287492 -28489.54917868 -28491.56783595 -28508.0886455 -28484.46838337 -28504.73634423 -28488.41892323 -28498.12359722 -28499.27261143 -28487.86880642 -28482.15425171 -28523.52728784 -28489.97165247 -28486.80139027 -28490.65531326 -28492.57757574 -28496.72972204 -28493.06473635 -28482.8892334 -28485.62647742 -28499.25577582 -28485.8098788 -28489.16929861] manylnprob(): p[0] = [ 1.27393379e+00 2.08731597e+00 8.61279802e-01 -7.93032574e-03 9.41544409e-03 1.18074615e-03 9.22517577e-01 8.25678275e-01] main(): current acceptance fraction: 43.2477678571 MCMC took 79.449255 sec Plotting trajectory traj-default-064-015-140.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-140.png Running MCMC mcmc-default-064-015-140.pickle manylnprob(): lnp = [-28485.76421387 -28490.34041609 -28512.67797987 -28484.15701412 -28499.48218428 -28482.26435612 -28513.61146323 -28484.34782455 -28485.13554142 -28495.52604047 -28491.71514506 -28505.62988596 -28496.6516502 -28490.25960626 -28502.26454721 -28488.47905826 -28517.60098968 -28489.50234073 -28489.07937266 -28488.07711863 -28482.82415216 -28510.26510055 -28486.29424879 -28497.26566319 -28487.71877137 -28488.52335824 -28499.42528704 -28489.10147208 -28492.02884251 -28494.3921985 -28484.11204301 -28492.27963108 -28491.17578735 -28505.34824405 -28528.18769318 -28529.74840685 -28491.52309784 -28518.99602407 -28514.60116081 -28485.20489636 -28483.92228559 -28484.13414612 -28488.76561148 -28491.23037403 -28491.65694474 -28484.35012036 -28490.19818999 -28517.52575208 -28489.69251606 -28501.39133122 -28487.28138988 -28485.71376644 -28483.51447904 -28490.1644206 -28484.99862835 -28489.80600836 -28484.98206391 -28482.37222866 -28487.14392524 -28482.88882911 -28484.7399717 -28493.48260405 -28488.75237833 -28489.06140047] manylnprob(): p[0] = [ 1.27961870e+00 2.09938584e+00 8.68610479e-01 -7.89140331e-03 9.40696892e-03 1.16530414e-03 9.16704640e-01 8.23836356e-01] main(): current acceptance fraction: 43.2845744681 MCMC took 79.583117 sec Running MCMC mcmc-default-064-015-141.pickle manylnprob(): lnp = [-28488.27172758 -28489.77015791 -28498.99686187 -28485.30664347 -28488.05264716 -28484.16889627 -28487.78611416 -28485.43807941 -28492.38871081 -28497.12379147 -28491.0712849 -28508.29224831 -28485.58287507 -28496.88056447 -28496.54368284 -28488.63695463 -28492.91033582 -28500.63661711 -28514.36771973 -28488.1352195 -28509.11514051 -28557.08890653 -28494.12005766 -28554.84302931 -28487.5883181 -28486.22454396 -28488.43207461 -28486.16879325 -28509.59827434 -28494.8986701 -28483.93543806 -28491.60537166 -28489.86169091 -28490.8509422 -28536.72793098 -28491.43330995 -28493.23471355 -28486.85555189 -28518.69552335 -28487.59432628 -28492.0724568 -28501.62809798 -28488.82702543 -28492.61812958 -28483.76505576 -28485.6064066 -28489.82406191 -28489.83933101 -28486.5032822 -28492.02700759 -28487.65603144 -28481.21033946 -28483.65410197 -28490.58392315 -28484.51185829 -28491.6582796 -28488.50707279 -28494.77045692 -28496.66689358 -28482.99247697 -28488.19095601 -28490.2722093 -28517.50997205 -28490.14634232] manylnprob(): p[0] = [ 1.27394584e+00 2.08693535e+00 8.61110381e-01 -7.92391121e-03 9.41343328e-03 1.18389789e-03 9.19557256e-01 8.30577165e-01] main(): current acceptance fraction: 43.2878521127 MCMC took 79.494943 sec Running MCMC mcmc-default-064-015-142.pickle manylnprob(): lnp = [-28493.29683017 -28558.88844315 -28505.44224447 -28485.97673522 -28488.41786634 -28482.46489722 -28486.11594856 -28484.33611497 -28491.98910078 -28516.40785842 -28495.76013323 -28489.42260369 -28487.46816714 -28497.78109876 -28490.60981292 -28504.89367373 -28491.95647121 -28485.70208893 -28512.565767 -28488.11324075 -28501.63723376 -28535.482687 -28488.60962497 -28486.61315941 -28487.71011509 -28489.14155018 -28484.29146011 -28485.35368662 -28486.77404439 -28492.8786911 -28504.02962635 -28490.35252886 -28534.72389312 -28506.0161921 -28489.07993592 -28495.01032649 -28491.51793248 -28486.67502928 -28490.02965579 -28485.06259691 -28491.03775636 -28483.02260108 -28488.17127995 -28490.83632376 -28483.3384143 -28485.10681096 -28496.59784932 -28497.72108116 -28486.51915641 -28488.34753897 -28487.53492394 -28485.27235174 -28486.83948361 -28489.42247177 -28488.69954447 -28498.815848 -28493.91071106 -28504.71043992 -28487.30112122 -28484.99871098 -28487.62956492 -28489.31965673 -28483.6840775 -28492.10468773] manylnprob(): p[0] = [ 1.26977880e+00 2.07862360e+00 8.56077393e-01 -7.94312589e-03 9.41796098e-03 1.18211719e-03 9.20387741e-01 8.19984685e-01] main(): current acceptance fraction: 43.2583041958 MCMC took 79.476111 sec Running MCMC mcmc-default-064-015-143.pickle manylnprob(): lnp = [-28484.88098044 -28489.28483078 -28504.88433164 -28488.37005876 -28487.00967497 -28515.72220414 -28487.654863 -28484.04180358 -28487.7520182 -28505.84217943 -28496.46584894 -28485.29167241 -28485.721865 -28492.07313103 -28487.9900586 -28491.86593561 -28494.73737299 -28485.37121101 -28517.42270549 -28517.09666929 -28482.11108288 -28484.25384988 -28491.97335155 -28483.99935843 -28489.00982841 -28488.16048379 -28489.10500123 -28487.85577727 -28485.15250615 -28546.47928285 -28484.59511275 -28525.79921355 -28484.97379206 -28487.06766228 -28488.55668745 -28496.79140346 -28490.31257372 -28484.92716309 -28512.3070031 -28485.58798431 -28503.60375799 -28483.14893586 -28487.86908094 -28498.01247214 -28483.65457492 -28520.62719442 -28536.50423278 -28484.54726397 -28485.97361539 -28486.26498547 -28513.79803957 -28487.42658307 -28515.01017799 -28494.97637602 -28489.40838607 -28489.71432659 -28488.04154465 -28488.15896569 -28493.58682025 -28485.12935594 -28492.04361012 -28490.61009037 -28485.75462263 -28518.62566528] manylnprob(): p[0] = [ 1.27458152e+00 2.08848628e+00 8.61940697e-01 -7.92972410e-03 9.41390999e-03 1.19405329e-03 9.14307231e-01 8.38405722e-01] main(): current acceptance fraction: 43.1966145833 MCMC took 79.558058 sec Running MCMC mcmc-default-064-015-144.pickle manylnprob(): lnp = [-28497.97614044 -28511.89046503 -28498.36599437 -28486.09846119 -28486.18323153 -28493.42263763 -28492.70096925 -28488.26214126 -28487.65502375 -28501.31602482 -28485.59982334 -28483.89798307 -28493.1218738 -28493.11869025 -28500.722418 -28488.136423 -28499.01144409 -28484.49886786 -28513.34736129 -28488.30601715 -28483.03241361 -28515.036512 -28492.38166806 -28483.98226746 -28526.11769467 -28486.44562936 -28488.0055204 -28501.10388153 -28487.09850924 -28487.53417199 -28506.85525172 -28487.98732837 -28484.27760723 -28537.63145469 -28494.89855307 -28497.0961851 -28505.81176203 -28488.96040655 -28487.56515325 -28484.8827557 -28482.809219 -28524.47419058 -28487.65890522 -28490.53182135 -28493.83685034 -28483.31323482 -28493.10892957 -28482.73633544 -28490.46440544 -28488.21804074 -28487.73953552 -28487.48455522 -28515.87753542 -28515.12699264 -28484.70828888 -28487.84860584 -28489.90819949 -28493.14868971 -28488.11935884 -28486.26005489 -28494.77580962 -28511.07187794 -28499.51540054 -28492.27805362] manylnprob(): p[0] = [ 1.27590023e+00 2.09016297e+00 8.63728090e-01 -7.88097758e-03 9.40264306e-03 1.20856120e-03 9.31557455e-01 8.09640701e-01] main(): current acceptance fraction: 43.1142241379 MCMC took 79.596907 sec Running MCMC mcmc-default-064-015-145.pickle manylnprob(): lnp = [-28494.23048745 -28490.77535583 -28504.48389209 -28488.92245068 -28524.03763492 -28486.47867546 -28486.20537778 -28512.8754194 -28508.60364871 -28500.74419164 -28485.24066601 -28506.92558765 -28487.47396473 -28489.57652887 -28487.22356858 -28487.40886341 -28541.71974598 -28481.8844116 -28514.18116287 -28499.23979487 -28505.60774478 -28484.46048414 -28487.74304454 -28484.29301743 -28486.94342537 -28492.3057756 -28487.01207025 -28508.29751799 -28485.89475649 -28501.45349385 -28483.59083417 -28496.76717663 -28480.93278042 -28487.44226644 -28497.33691559 -28491.93473932 -28496.17523035 -28498.9068353 -28485.36302736 -28485.60185865 -28490.50529692 -28509.03571382 -28488.07874413 -28501.70441738 -28483.42709769 -28485.64165962 -28498.11975688 -28517.98540399 -28488.89689373 -28501.94689767 -28494.45264449 -28488.39075088 -28518.35409531 -28506.69847665 -28484.43664139 -28496.95882288 -28492.42487699 -28482.74835781 -28486.44719011 -28487.4208827 -28494.7442783 -28487.23465177 -28505.21864046 -28493.4650025 ] manylnprob(): p[0] = [ 1.27206107e+00 2.08249487e+00 8.58542316e-01 -7.90967343e-03 9.42930893e-03 1.18603948e-03 9.29144401e-01 8.42108171e-01] main(): current acceptance fraction: 43.0329623288 MCMC took 79.470469 sec Running MCMC mcmc-default-064-015-146.pickle manylnprob(): lnp = [-28493.30044496 -28487.76751248 -28507.09644843 -28488.73727032 -28484.86019037 -28482.98774075 -28495.94756026 -28484.75739028 -28497.54360937 -28496.30728414 -28489.72897494 -28488.34963565 -28485.94977558 -28491.12085631 -28487.2797075 -28481.08257611 -28522.70960901 -28486.27066067 -28486.90699768 -28489.38334272 -28480.8035623 -28489.93803848 -28486.99794485 -28483.09658645 -28497.27171283 -28491.27848752 -28487.8957296 -28490.1620984 -28492.55291003 -28483.56110171 -28483.62175928 -28484.53784104 -28484.93743065 -28492.24571374 -28500.36222144 -28510.35346439 -28485.77528255 -28487.95893674 -28485.7983651 -28498.8463802 -28482.5530053 -28491.72369994 -28484.66129989 -28498.31245616 -28481.9641372 -28522.15094131 -28489.95073682 -28482.97803967 -28486.08251765 -28488.0506558 -28487.01186467 -28487.57360288 -28484.03968486 -28505.41084469 -28487.44137103 -28484.5860817 -28491.76504149 -28487.04085908 -28491.04299535 -28484.22692712 -28503.84179227 -28496.33551523 -28519.11508988 -28488.4978261 ] manylnprob(): p[0] = [ 1.27097989e+00 2.08044276e+00 8.57742305e-01 -7.94325078e-03 9.39677722e-03 1.20217707e-03 9.18662863e-01 8.27910884e-01] main(): current acceptance fraction: 43.005952381 MCMC took 79.513429 sec Running MCMC mcmc-default-064-015-147.pickle manylnprob(): lnp = [-28487.85109795 -28503.26600676 -28489.32050733 -28490.51947666 -28491.03647148 -28482.70704316 -28486.66641463 -28513.43666284 -28488.16323004 -28491.87252332 -28488.6316926 -28486.11746649 -28488.42272603 -28492.2114641 -28484.72705096 -28480.86383883 -28494.34519093 -28486.02553435 -28488.11554891 -28487.02978122 -28481.17828272 -28487.23704569 -28486.51625899 -28496.57610663 -28499.80433429 -28486.15057864 -28495.9872869 -28490.11306146 -28487.63890796 -28484.11713362 -28483.00206586 -28483.60895039 -28480.5234684 -28492.52927725 -28488.97767469 -28501.03267712 -28511.98972995 -28492.63444383 -28491.53494231 -28485.15033182 -28482.75370493 -28483.91871887 -28484.12471118 -28492.25365382 -28485.7863994 -28528.1470965 -28488.24565286 -28521.22843583 -28487.64877983 -28492.47917878 -28487.88402181 -28481.50662615 -28523.84244209 -28497.15151885 -28484.79349196 -28486.76801909 -28491.71983524 -28482.13568019 -28486.22695566 -28483.21653037 -28493.37901652 -28484.04559211 -28499.61323744 -28488.64242033] manylnprob(): p[0] = [ 1.27518621e+00 2.08959885e+00 8.62699449e-01 -7.91880504e-03 9.41014358e-03 1.18346984e-03 9.18629890e-01 8.31010587e-01] main(): current acceptance fraction: 43.0215371622 MCMC took 80.35624 sec Running MCMC mcmc-default-064-015-148.pickle manylnprob(): lnp = [-28489.51920916 -28491.76734163 -28502.10043281 -28505.52016161 -28484.42194792 -28517.17233175 -28486.36897303 -28484.6079991 -28486.65358526 -28490.38065197 -28492.28562042 -28483.84070385 -28488.22748195 -28493.02448685 -28484.18864001 -28481.71712176 -28490.72475774 -28482.07849791 -28490.08374117 -28492.31987887 -28487.96326025 -28486.59683587 -28498.48706721 -28483.72892299 -28489.14057146 -28486.72686206 -28489.04063779 -28502.28142073 -28484.7935609 -28483.91989906 -28509.37721694 -28499.96468281 -28480.46968169 -28491.77101207 -28489.2274087 -28499.68631436 -28491.45792368 -28487.93316001 -28493.78746696 -28492.08006938 -28491.29942755 -28482.87544452 -28485.19412158 -28487.13676893 -28491.9981288 -28503.34010408 -28486.43309481 -28483.75427331 -28494.3993139 -28494.96342377 -28490.88972174 -28483.84591951 -28484.1668121 -28500.16719694 -28507.48636465 -28493.82503351 -28495.47960815 -28482.55230715 -28486.52802254 -28485.69891967 -28495.89735382 -28483.96319146 -28495.47634282 -28496.1779592 ] manylnprob(): p[0] = [ 1.27241131e+00 2.08394773e+00 8.59093027e-01 -7.93063038e-03 9.41410835e-03 1.18930100e-03 9.20821810e-01 8.26146588e-01] main(): current acceptance fraction: 42.9844798658 MCMC took 79.595707 sec Running MCMC mcmc-default-064-015-149.pickle manylnprob(): lnp = [-28488.96760021 -28496.1798528 -28493.97671917 -28525.79035942 -28484.67253984 -28482.40342408 -28487.88525111 -28486.51140305 -28489.0464811 -28491.33877962 -28488.83773144 -28483.49785326 -28496.65987402 -28493.89956876 -28491.46460835 -28481.47387331 -28494.27337307 -28483.1343435 -28524.69843807 -28490.28858107 -28483.36018834 -28486.71217419 -28484.52551228 -28483.48187925 -28488.78499537 -28489.22093804 -28490.34319497 -28500.68827161 -28484.81547888 -28483.9835238 -28486.58073692 -28488.77582116 -28481.80937918 -28535.89410253 -28495.18485169 -28496.77730654 -28486.06162837 -28489.64896995 -28496.42699362 -28486.13480557 -28481.96904677 -28483.62183169 -28488.29098102 -28485.45627073 -28483.5421266 -28484.97534728 -28489.68845988 -28507.16917649 -28486.78904067 -28484.17041448 -28505.61579537 -28482.38135619 -28484.33251608 -28489.26186341 -28484.24737387 -28483.50340531 -28494.43897712 -28482.92646873 -28490.10292696 -28516.36698004 -28493.99706107 -28484.13612114 -28484.1261232 -28493.22499142] manylnprob(): p[0] = [ 1.27470126e+00 2.08829191e+00 8.61930887e-01 -7.91260438e-03 9.41359681e-03 1.19071979e-03 9.21339551e-01 8.23739854e-01] main(): current acceptance fraction: 43.0 MCMC took 79.465257 sec Plotting trajectory traj-default-064-015-150.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-150.png Running MCMC mcmc-default-064-015-150.pickle manylnprob(): lnp = [-28497.10755648 -28486.40639359 -28488.29180285 -28490.20410083 -28485.92532351 -28485.51054492 -28507.31537695 -28500.33185658 -28490.78110046 -28495.74252017 -28492.37284959 -28485.29985768 -28499.6858268 -28509.36148602 -28484.17451139 -28483.57703378 -28484.7158076 -28485.477138 -28484.7698008 -28486.91250556 -28482.81898661 -28483.47782842 -28484.47976812 -28491.99849972 -28493.01132862 -28487.2752874 -28487.51317683 -28490.01479224 -28483.4946317 -28487.83762748 -28491.74128346 -28484.30997867 -28481.07763136 -28491.85477655 -28486.19443384 -28503.64378477 -28503.90191225 -28497.38646424 -28485.59057029 -28484.95048712 -28482.14423265 -28486.50349235 -28488.04578539 -28485.44541258 -28483.49220546 -28485.08063794 -28487.71187347 -28516.07167956 -28487.03116728 -28487.96069161 -28513.24798572 -28487.45531039 -28509.29768412 -28489.0867707 -28488.68549214 -28489.3219322 -28501.04358465 -28484.91801973 -28488.01269413 -28510.08269081 -28485.3401045 -28483.90856274 -28490.2288154 -28500.56712245] manylnprob(): p[0] = [ 1.27145265e+00 2.08086394e+00 8.57880366e-01 -7.92146738e-03 9.42817451e-03 1.21654023e-03 9.26738818e-01 7.91991124e-01] main(): current acceptance fraction: 42.9221854305 MCMC took 79.566688 sec Running MCMC mcmc-default-064-015-151.pickle manylnprob(): lnp = [-28489.21472318 -28486.37415176 -28489.21425121 -28489.17396767 -28484.71414667 -28482.43783903 -28489.69551113 -28485.57789739 -28486.36285229 -28490.29595978 -28502.61347188 -28504.45632201 -28495.8303825 -28499.22828039 -28509.9121348 -28480.66636587 -28484.86260812 -28492.82454972 -28488.39280917 -28491.68087119 -28487.19003437 -28481.17319672 -28505.84607524 -28490.47900235 -28482.5112299 -28487.35314746 -28483.29397018 -28586.65966895 -28487.60744434 -28507.00310044 -28484.55291433 -28485.82922367 -28484.22330186 -28491.30392711 -28490.51341136 -28509.01376184 -28487.02298774 -28488.23379524 -28488.63383565 -28521.63925557 -28481.27923245 -28483.54872089 -28491.94804189 -28489.83011022 -28483.60343725 -28497.52615216 -28517.11347266 -28485.67324783 -28518.51359649 -28487.45024756 -28495.32665302 -28488.91350402 -28483.3136887 -28536.31823375 -28485.35834035 -28483.6095269 -28491.56207086 -28482.1376463 -28488.68830734 -28516.37837489 -28487.4489521 -28487.89070857 -28484.59804307 -28493.60943185] manylnprob(): p[0] = [ 1.27492203e+00 2.08881573e+00 8.62233523e-01 -7.91246653e-03 9.41258578e-03 1.18948846e-03 9.21415608e-01 8.25443844e-01] main(): current acceptance fraction: 42.9584703947 MCMC took 79.573749 sec Running MCMC mcmc-default-064-015-152.pickle manylnprob(): lnp = [-28486.74746692 -28483.1551477 -28491.53648557 -28488.97723155 -28505.91501044 -28482.92528795 -28491.8511267 -28484.93413578 -28483.66114202 -28498.4823387 -28483.46730327 -28483.79677815 -28508.35410813 -28512.19624017 -28484.40161924 -28485.70104563 -28485.26836911 -28483.62520671 -28486.12941026 -28491.54488136 -28485.45378486 -28483.82077698 -28490.94056665 -28483.43549945 -28484.37794889 -28485.65152131 -28494.05331452 -28495.95594188 -28484.12881665 -28483.13802079 -28485.47723928 -28485.76697221 -28483.99022323 -28495.50460189 -28489.65186634 -28491.80150101 -28497.10081537 -28491.99196408 -28508.4556504 -28518.97694217 -28486.13508184 -28482.47401353 -28488.63547365 -28486.30364398 -28483.88385132 -28484.31858863 -28489.38791704 -28483.3349059 -28486.51935673 -28496.28250419 -28485.22442383 -28481.85296353 -28523.21960513 -28489.15222522 -28483.61543319 -28482.37019511 -28497.80516784 -28482.49569847 -28486.77970271 -28485.65093366 -28490.27623189 -28488.53203739 -28486.32073083 -28492.63914856] manylnprob(): p[0] = [ 1.27678231e+00 2.09286498e+00 8.64664954e-01 -7.90246352e-03 9.41032440e-03 1.18698685e-03 9.18773686e-01 8.26806404e-01] main(): current acceptance fraction: 42.9636437908 MCMC took 79.585644 sec Running MCMC mcmc-default-064-015-153.pickle manylnprob(): lnp = [-28490.19385449 -28493.33388509 -28487.79368267 -28490.131315 -28486.80435634 -28490.97924322 -28499.34014808 -28503.4211378 -28488.71327522 -28500.77020021 -28483.56836968 -28483.49758574 -28499.54173854 -28493.93197952 -28511.48497229 -28485.60820303 -28484.33713047 -28482.48498054 -28485.98108673 -28494.4378987 -28534.08523981 -28521.78054776 -28485.67498522 -28483.78508947 -28486.91608704 -28487.28792037 -28486.50376331 -28486.17470389 -28484.79512399 -28483.38100246 -28484.56644315 -28496.4238109 -28481.26755027 -28491.29320899 -28493.53594127 -28518.79201761 -28498.98044798 -28484.94603102 -28489.58259092 -28484.34694044 -28481.56213817 -28482.3570216 -28496.32319164 -28486.83326606 -28484.45840472 -28485.65713915 -28485.47402981 -28484.94700658 -28486.18218907 -28488.44066145 -28491.61840733 -28490.40073234 -28484.43591286 -28494.82891532 -28483.12525125 -28483.33109938 -28495.30329723 -28483.22377902 -28492.31536854 -28484.71543118 -28502.13025702 -28493.94125089 -28487.50420661 -28491.47930337] manylnprob(): p[0] = [ 1.27905206e+00 2.09705361e+00 8.67473874e-01 -7.88032244e-03 9.40439351e-03 1.18600360e-03 9.20461479e-01 8.09282248e-01] main(): current acceptance fraction: 42.9180194805 MCMC took 79.581764 sec Running MCMC mcmc-default-064-015-154.pickle manylnprob(): lnp = [-28487.59306531 -28483.68181997 -28487.62300017 -28491.61072426 -28490.2420213 -28488.07951248 -28506.15006151 -28489.27160703 -28485.88268112 -28487.58722985 -28488.31444204 -28496.54655687 -28506.51390891 -28512.09570103 -28512.20149474 -28486.05066726 -28483.74803679 -28482.95951478 -28512.20540346 -28490.17787815 -28481.88794184 -28484.64209627 -28485.47204278 -28488.99030296 -28486.39480691 -28484.66734777 -28486.45679081 -28539.93323866 -28485.08581198 -28483.12258062 -28483.95262534 -28484.43539861 -28483.1458589 -28492.78557227 -28495.19753894 -28491.19865277 -28484.07161666 -28483.22140325 -28484.7646431 -28484.71195848 -28483.3310315 -28488.04648733 -28501.61074066 -28491.9768167 -28484.07230185 -28483.24184291 -28490.09983761 -28513.68754198 -28485.00458796 -28510.47654599 -28507.91992002 -28486.81072375 -28486.82009196 -28493.02499257 -28482.85481522 -28484.26314758 -28495.07591136 -28482.15434396 -28485.595061 -28502.54823082 -28511.93073289 -28489.23253978 -28493.80196399 -28497.14566925] manylnprob(): p[0] = [ 1.28014139e+00 2.09954971e+00 8.68940508e-01 -7.88645324e-03 9.40211742e-03 1.18103867e-03 9.19263383e-01 8.01104493e-01] main(): current acceptance fraction: 42.8830645161 MCMC took 79.512337 sec Running MCMC mcmc-default-064-015-155.pickle manylnprob(): lnp = [-28487.52159957 -28482.63025849 -28497.04818267 -28489.07264104 -28490.36548246 -28484.23481771 -28500.86314254 -28486.29225352 -28488.08433404 -28485.10975865 -28483.6986275 -28482.76745807 -28503.33236751 -28499.4848123 -28484.26577416 -28486.24123213 -28485.28582794 -28484.42164439 -28486.82569117 -28497.19227198 -28482.91837599 -28509.25409346 -28485.83842341 -28493.12263084 -28489.35461679 -28489.00173454 -28497.51644217 -28494.62331132 -28485.9625399 -28481.20974285 -28483.99171628 -28488.96847742 -28484.13251144 -28539.44155676 -28490.89295921 -28491.68232083 -28482.84372823 -28483.46974589 -28484.46068997 -28483.71673598 -28512.96288212 -28486.35716723 -28487.47684515 -28487.14824149 -28493.39971482 -28484.26525144 -28502.36579663 -28508.63714049 -28488.56520937 -28495.24307508 -28490.06443763 -28506.28574405 -28484.55494673 -28490.3577866 -28483.95943248 -28486.71888636 -28503.24899474 -28486.21385691 -28485.11155612 -28482.69811736 -28516.01104154 -28513.04838047 -28504.82384068 -28492.01069338] manylnprob(): p[0] = [ 1.28010813e+00 2.09949535e+00 8.68897431e-01 -7.88687091e-03 9.40238746e-03 1.18093300e-03 9.19209291e-01 8.01566164e-01] main(): current acceptance fraction: 42.8385416667 MCMC took 79.563187 sec Running MCMC mcmc-default-064-015-156.pickle manylnprob(): lnp = [-28496.17004028 -28484.17807357 -28487.32011132 -28493.37440131 -28504.03404563 -28482.45182463 -28496.99187809 -28542.25482877 -28485.39417713 -28492.86177681 -28483.49177868 -28484.64727359 -28489.23675961 -28492.90760212 -28484.67799366 -28488.80741107 -28483.5757194 -28482.6467219 -28490.42037197 -28490.95396046 -28482.07002987 -28504.13294617 -28484.31555687 -28501.83093682 -28495.59168112 -28487.15596034 -28499.37727658 -28486.5407748 -28486.11592013 -28481.1322984 -28483.17744841 -28520.19716513 -28489.81894089 -28531.8292692 -28488.09632492 -28496.66598545 -28482.82094975 -28484.12967133 -28485.22448202 -28483.05312471 -28482.00921235 -28481.98177176 -28497.40695113 -28490.48195495 -28482.60827516 -28484.25684435 -28485.2545258 -28536.84559054 -28487.18814968 -28491.96187694 -28484.31863375 -28486.65904343 -28519.8366784 -28489.4570835 -28485.228017 -28499.92918429 -28492.17192784 -28517.54633721 -28485.62919932 -28488.67770665 -28502.952842 -28484.99585437 -28520.4284987 -28524.01442089] manylnprob(): p[0] = [ 1.28212030e+00 2.10267603e+00 8.71500060e-01 -7.86043651e-03 9.38439645e-03 1.18778438e-03 9.22982592e-01 7.70466344e-01] main(): current acceptance fraction: 42.7647292994 MCMC took 79.543355 sec Running MCMC mcmc-default-064-015-157.pickle manylnprob(): lnp = [-28487.83437344 -28483.43087199 -28487.4322014 -28489.34626102 -28504.71121143 -28519.80647915 -28493.21576158 -28495.45559635 -28489.33631783 -28497.84606569 -28490.55594755 -28505.19388106 -28486.43027079 -28496.80899264 -28484.33072999 -28483.91569177 -28489.56247132 -28483.43233013 -28484.77025285 -28490.11719658 -28483.64992472 -28483.78309054 -28484.16077591 -28483.59260561 -28491.01829075 -28485.24695178 -28491.55032499 -28497.71491678 -28487.68934779 -28482.62389445 -28485.86339198 -28490.07492556 -28515.91291346 -28493.15537403 -28491.81865335 -28489.85471405 -28482.91186504 -28484.08787048 -28483.93670572 -28483.69377673 -28484.66951575 -28481.89385014 -28488.13948649 -28487.47475567 -28486.22799714 -28502.94369954 -28484.14846864 -28486.79339386 -28497.54923688 -28486.37668108 -28510.42888072 -28481.5456691 -28487.54808647 -28487.63468662 -28486.2353305 -28487.08281615 -28487.01502902 -28483.30280156 -28484.71541121 -28483.07140866 -28501.39185524 -28483.35731333 -28519.63898463 -28488.85178405] manylnprob(): p[0] = [ 1.27910687e+00 2.09770169e+00 8.67754282e-01 -7.89373415e-03 9.39729283e-03 1.17013025e-03 9.22002474e-01 8.03221845e-01] main(): current acceptance fraction: 42.7610759494 MCMC took 80.506413 sec Running MCMC mcmc-default-064-015-158.pickle manylnprob(): lnp = [-28486.1642443 -28483.50078812 -28487.27683709 -28497.42230389 -28492.88582075 -28483.73158802 -28498.70369417 -28485.51758223 -28502.3185786 -28486.83671962 -28482.12386293 -28483.59421775 -28490.45923703 -28490.50861179 -28483.92807536 -28487.08465644 -28496.38631286 -28487.05734595 -28482.40773942 -28484.59217357 -28488.24030578 -28483.50862104 -28481.63106038 -28486.88149137 -28489.35263909 -28484.91604683 -28485.7960654 -28486.99704823 -28508.73592213 -28482.31741976 -28486.19634043 -28487.44664364 -28488.4402363 -28504.21051948 -28496.12664043 -28497.62160863 -28489.54043267 -28483.99305416 -28511.94404739 -28489.15655815 -28484.28171668 -28487.59420951 -28492.08508382 -28484.42164273 -28485.27164969 -28511.56858893 -28484.24453458 -28485.12669361 -28488.08863882 -28485.07519732 -28495.45859381 -28489.56686053 -28485.64110973 -28495.66944329 -28486.11773916 -28498.73211282 -28498.44389405 -28482.14450747 -28486.43946194 -28482.51967746 -28489.56497536 -28487.30600471 -28504.40972066 -28486.07849958] manylnprob(): p[0] = [ 1.27927126e+00 2.09801182e+00 8.67645355e-01 -7.89298478e-03 9.41744125e-03 1.17081261e-03 9.19648956e-01 8.07856795e-01] main(): current acceptance fraction: 42.7279874214 MCMC took 79.570354 sec Running MCMC mcmc-default-064-015-159.pickle manylnprob(): lnp = [-28485.17759396 -28484.1029261 -28483.74082927 -28498.33366409 -28488.76327006 -28489.92754172 -28486.2291616 -28508.86397501 -28484.92971423 -28505.37655844 -28490.40245621 -28482.30838297 -28489.34373361 -28489.80776624 -28480.59852438 -28488.51419554 -28490.22862873 -28487.40988667 -28482.65699404 -28517.66772303 -28520.88828996 -28498.29392407 -28481.50437596 -28488.06587441 -28491.04776656 -28484.74506279 -28493.10618205 -28486.06299847 -28494.65444026 -28506.00586451 -28491.87333872 -28492.31863754 -28481.86071187 -28487.35362788 -28492.3078034 -28506.73530807 -28494.84834338 -28489.08676348 -28507.60666201 -28486.38577521 -28484.53077578 -28483.5498851 -28500.40679453 -28485.75085906 -28489.35062378 -28483.08447803 -28498.31928882 -28507.71473164 -28496.94876948 -28485.84016808 -28486.65857912 -28482.04849294 -28483.99585551 -28495.89631492 -28490.57108888 -28487.08486456 -28485.3789076 -28482.9509117 -28485.05932593 -28489.67723462 -28489.24580489 -28520.51328363 -28486.87901713 -28492.90432614] manylnprob(): p[0] = [ 1.28068215e+00 2.10053760e+00 8.69719591e-01 -7.88765395e-03 9.41222284e-03 1.18311325e-03 9.20396022e-01 8.23648338e-01] main(): current acceptance fraction: 42.71484375 MCMC took 79.563169 sec Plotting trajectory traj-default-064-015-160.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-160.png Running MCMC mcmc-default-064-015-160.pickle manylnprob(): lnp = [-28494.48682909 -28483.68849305 -28487.56021987 -28493.32986262 -28490.64094304 -28483.14165378 -28489.64068409 -28495.13636133 -28482.78339613 -28492.08892621 -28487.30939864 -28482.47770697 -28488.3651782 -28508.7442857 -28482.23316035 -28497.43513081 -28492.46264158 -28486.82989564 -28482.77499593 -28485.38832 -28485.01112642 -28501.08552148 -28484.32786254 -28490.63754463 -28487.98869986 -28482.89356131 -28496.10688734 -28485.17011086 -28501.14400389 -28507.47061544 -28489.62224814 -28486.51354785 -28481.56539939 -28486.92143167 -28496.59299172 -28498.58582033 -28482.55579674 -28484.88584751 -28488.30175933 -28484.25032798 -28484.33421503 -28488.934136 -28499.03160192 -28498.15653813 -28486.82097115 -28504.12718285 -28485.38715395 -28515.12557103 -28491.30482553 -28484.57742111 -28488.32411623 -28485.11781633 -28496.58325144 -28500.71202816 -28485.40536222 -28498.84193042 -28492.86465074 -28486.13448534 -28485.06142144 -28502.13313165 -28493.32913638 -28487.12878679 -28488.96604419 -28488.50689435] manylnprob(): p[0] = [ 1.28266518e+00 2.10491596e+00 8.73060184e-01 -7.86170555e-03 9.41311470e-03 1.17645726e-03 9.21249843e-01 7.87296492e-01] main(): current acceptance fraction: 42.6921583851 MCMC took 79.617447 sec Running MCMC mcmc-default-064-015-161.pickle manylnprob(): lnp = [-28483.01083007 -28491.25546525 -28484.33464838 -28492.58766438 -28490.02845491 -28481.71989959 -28484.09964029 -28492.79131724 -28507.63740816 -28488.49771911 -28487.24067379 -28481.73464408 -28490.52280821 -28488.20368037 -28508.3640594 -28484.70000055 -28493.49463454 -28482.74966404 -28487.85026335 -28484.44373862 -28484.64865629 -28483.35440318 -28485.4442925 -28483.76458928 -28482.66566485 -28484.13408748 -28495.55807411 -28484.61631714 -28485.38608476 -28483.50825773 -28513.72455919 -28498.0479893 -28480.6519261 -28486.96694706 -28549.73392445 -28499.06935495 -28501.68871142 -28483.24742714 -28492.24400957 -28503.98975913 -28486.64950832 -28498.06595391 -28483.60687191 -28484.042689 -28486.32297725 -28509.87060493 -28486.33488606 -28508.91673182 -28502.18289968 -28484.57587279 -28492.00785807 -28481.45633824 -28482.02423362 -28501.25364292 -28486.64317582 -28487.34185518 -28490.98144128 -28487.01215885 -28485.58538499 -28516.37794502 -28500.11107671 -28490.74284692 -28485.32450739 -28486.31702929] manylnprob(): p[0] = [ 1.28118992e+00 2.10184292e+00 8.70299512e-01 -7.89558041e-03 9.40610891e-03 1.17970875e-03 9.19522078e-01 8.12729196e-01] main(): current acceptance fraction: 42.6793981481 MCMC took 79.493901 sec Running MCMC mcmc-default-064-015-162.pickle manylnprob(): lnp = [-28483.21547683 -28482.9600429 -28484.70581299 -28489.01946574 -28497.04605876 -28484.82806928 -28483.62268462 -28484.80416765 -28483.74895282 -28495.63905918 -28481.16044692 -28495.56631748 -28485.96778974 -28489.56465286 -28482.4483693 -28489.36301813 -28496.28763794 -28484.21074591 -28485.54086287 -28485.72332156 -28517.60811668 -28482.96551035 -28519.94490362 -28491.02519622 -28483.97804115 -28483.05866675 -28496.18953132 -28486.60322532 -28498.06724052 -28483.43572491 -28497.00697189 -28483.18898547 -28484.46369082 -28489.49886674 -28493.1173909 -28491.76065199 -28484.42538305 -28492.22841065 -28517.55953121 -28521.10158159 -28487.24329248 -28502.13272317 -28485.18023459 -28484.70306703 -28482.17308064 -28481.48290403 -28492.77169405 -28536.52071746 -28488.51223409 -28485.31884137 -28490.11809144 -28484.75101645 -28483.98718749 -28488.43818718 -28483.97092725 -28494.1201961 -28490.99649222 -28480.94269783 -28484.11376458 -28483.6565776 -28499.53359898 -28492.33960736 -28487.26181222 -28484.77013586] manylnprob(): p[0] = [ 1.28065817e+00 2.10090217e+00 8.69946625e-01 -7.89604673e-03 9.40305367e-03 1.18001823e-03 9.16781380e-01 8.30345936e-01] main(): current acceptance fraction: 42.6667944785 MCMC took 79.593071 sec Running MCMC mcmc-default-064-015-163.pickle manylnprob(): lnp = [-28481.59230481 -28482.99413475 -28482.76748112 -28488.054868 -28483.38353208 -28484.03451068 -28482.64692949 -28485.91470369 -28484.73768545 -28510.39558126 -28482.80601436 -28485.25387248 -28486.99659398 -28490.18939854 -28485.33105131 -28492.43482068 -28507.39351092 -28482.28889504 -28485.4876353 -28485.3507566 -28517.29142702 -28484.54362764 -28508.62456432 -28487.68902165 -28484.73787135 -28482.36753181 -28501.06381612 -28483.70322908 -28484.32819889 -28508.27410456 -28507.2717095 -28492.72641215 -28485.38523567 -28511.92192105 -28491.49675166 -28490.42915678 -28492.58555819 -28482.89179647 -28483.87634902 -28485.19437394 -28483.51370306 -28488.99592105 -28504.95703476 -28484.04843675 -28483.06750669 -28514.270911 -28489.28668849 -28485.77992811 -28494.94920957 -28493.77089328 -28485.92150826 -28485.19856117 -28499.90017791 -28502.32192413 -28491.81954596 -28492.21869259 -28493.24914192 -28484.09331518 -28484.70219013 -28513.73918368 -28486.8222824 -28512.63460377 -28485.41084613 -28497.90865779] manylnprob(): p[0] = [ 1.27898375e+00 2.09709247e+00 8.67502305e-01 -7.91054757e-03 9.41800941e-03 1.17938183e-03 9.20456953e-01 8.43978412e-01] main(): current acceptance fraction: 42.6257621951 MCMC took 79.550199 sec Running MCMC mcmc-default-064-015-164.pickle manylnprob(): lnp = [-28482.42917006 -28482.97654396 -28484.09351616 -28483.08471839 -28484.9533463 -28485.13436341 -28483.02036809 -28482.68652362 -28539.28171712 -28491.67002354 -28481.72401605 -28505.87952673 -28487.15003492 -28493.51652308 -28483.02877637 -28492.33873335 -28501.19426431 -28483.500633 -28485.13935803 -28484.89661521 -28487.4328051 -28488.0613681 -28531.31561094 -28487.93122175 -28487.77350511 -28482.40405362 -28486.25084281 -28485.97980613 -28485.52191235 -28484.45959825 -28486.37858449 -28483.16586948 -28491.6292049 -28493.02974215 -28514.43719657 -28490.4289723 -28485.19935192 -28492.11932351 -28483.85547023 -28515.99771627 -28487.02499692 -28489.17624105 -28497.36365361 -28484.65636069 -28482.60048598 -28481.3337383 -28484.85282564 -28483.22310102 -28488.48495926 -28484.99072908 -28486.83931712 -28484.45662834 -28484.13042544 -28494.39044059 -28485.12823238 -28490.82407396 -28493.56527331 -28481.73309997 -28489.88776062 -28485.33531101 -28506.73148217 -28512.60859427 -28483.50854544 -28486.10669578] manylnprob(): p[0] = [ 1.28044831e+00 2.10027113e+00 8.69249756e-01 -7.90221973e-03 9.41397922e-03 1.17774180e-03 9.12025613e-01 8.27633622e-01] main(): current acceptance fraction: 42.7178030303 MCMC took 79.617039 sec Running MCMC mcmc-default-064-015-165.pickle manylnprob(): lnp = [-28484.46261612 -28483.00292471 -28487.89378689 -28486.24140316 -28485.32381987 -28484.62918662 -28482.88964297 -28486.66514322 -28507.27057333 -28496.48556284 -28481.72305971 -28482.43999831 -28488.19040634 -28490.3396434 -28485.108182 -28489.8558605 -28493.82792032 -28482.74237611 -28519.78252719 -28490.74044905 -28493.08980797 -28485.10773715 -28483.03999282 -28506.31420686 -28488.11967519 -28485.01580096 -28490.39104509 -28497.65291846 -28482.62963972 -28506.87106384 -28498.35182546 -28482.89392456 -28481.13691228 -28529.94753265 -28490.58588073 -28497.628577 -28488.87358465 -28485.03920909 -28484.09492493 -28483.80562811 -28486.4034107 -28488.79642144 -28483.69284129 -28484.20416778 -28484.65495213 -28483.55515359 -28485.56056665 -28484.98813146 -28489.16555791 -28483.42309632 -28487.17849618 -28488.91900445 -28484.72479686 -28488.39268412 -28488.70058141 -28493.33270048 -28494.14577656 -28487.43848359 -28484.28247276 -28483.79243222 -28491.28474507 -28513.10538218 -28482.93015213 -28497.49023788] manylnprob(): p[0] = [ 1.28226017e+00 2.10352632e+00 8.71544179e-01 -7.88621314e-03 9.40561415e-03 1.18092686e-03 9.10360897e-01 8.11105048e-01] main(): current acceptance fraction: 42.7334337349 MCMC took 79.49114 sec Running MCMC mcmc-default-064-015-166.pickle manylnprob(): lnp = [-28486.97505279 -28482.83617296 -28483.76869265 -28490.87045597 -28490.98231842 -28503.5460805 -28483.22962292 -28482.5665286 -28513.70613179 -28499.73886358 -28482.78626603 -28482.30251413 -28488.30374078 -28502.74436404 -28547.91439777 -28497.04105055 -28489.11242288 -28500.80006161 -28495.65406397 -28486.78223082 -28487.84838639 -28483.69687294 -28513.87410763 -28488.82042031 -28483.75139494 -28484.34926724 -28485.51181209 -28485.74615584 -28483.56233633 -28482.54043565 -28501.49517501 -28483.6053169 -28485.97052479 -28491.89768579 -28491.64283246 -28505.67469568 -28481.8598735 -28485.54841593 -28482.52820597 -28485.33717739 -28522.65359503 -28483.20935905 -28486.46966166 -28485.48399133 -28489.72969517 -28481.64441598 -28486.96226676 -28515.06365688 -28491.67183281 -28483.10216569 -28491.2111662 -28486.70364258 -28507.31485056 -28490.35668852 -28483.7792898 -28517.08626774 -28500.875946 -28483.49534847 -28485.45087868 -28483.62494754 -28511.17899532 -28493.11752713 -28493.15097218 -28485.5940847 ] manylnprob(): p[0] = [ 1.28250766e+00 2.10394298e+00 8.71874511e-01 -7.88810057e-03 9.40769408e-03 1.17774727e-03 9.12456620e-01 8.13228047e-01] main(): current acceptance fraction: 42.6833832335 MCMC took 79.48152 sec Running MCMC mcmc-default-064-015-167.pickle manylnprob(): lnp = [-28487.21700567 -28482.67903494 -28483.7816871 -28486.54109535 -28484.17360046 -28487.98156897 -28483.52596043 -28497.77492635 -28486.31365849 -28494.04326931 -28507.16544298 -28481.75752459 -28494.39146935 -28490.39969404 -28486.83493278 -28490.08309364 -28492.40831222 -28482.40505485 -28483.41083804 -28491.8635852 -28485.64986421 -28482.93956392 -28482.79195869 -28487.92440999 -28488.96904121 -28482.93175172 -28485.41391771 -28491.54656386 -28484.27796377 -28485.66256566 -28491.10607864 -28484.00982903 -28484.51544262 -28488.59895947 -28493.96214485 -28490.63101372 -28481.54220818 -28484.93350663 -28485.01205557 -28489.88145759 -28487.98220155 -28483.4479554 -28511.1725716 -28495.98962377 -28483.39216199 -28481.09152963 -28483.75593877 -28481.96105746 -28491.20546941 -28489.71698957 -28538.20105571 -28517.74019464 -28491.32917876 -28490.51161584 -28495.03696595 -28509.48516021 -28491.93941184 -28481.7925902 -28489.72782186 -28496.32969825 -28527.55306851 -28519.61823364 -28483.37049295 -28486.03343226] manylnprob(): p[0] = [ 1.28545474e+00 2.10982862e+00 8.75523584e-01 -7.85955282e-03 9.39875679e-03 1.18740910e-03 9.10583803e-01 8.01999790e-01] main(): current acceptance fraction: 42.7083333333 MCMC took 79.537262 sec Running MCMC mcmc-default-064-015-168.pickle manylnprob(): lnp = [-28491.95652447 -28486.77485271 -28482.90635927 -28497.14186781 -28488.82932256 -28522.90129459 -28484.28159502 -28482.05666312 -28511.03853293 -28518.25109259 -28488.43571623 -28505.56006609 -28503.99655028 -28502.38971889 -28493.46719259 -28502.19147238 -28492.60522515 -28490.9238417 -28485.39306941 -28485.04557168 -28487.69673904 -28505.65619574 -28483.7640178 -28512.52821376 -28484.15029588 -28483.1987677 -28495.06640404 -28492.88982734 -28500.29337222 -28509.0343162 -28490.11902994 -28481.36471378 -28484.94988842 -28511.50700545 -28493.5845754 -28487.74458342 -28480.91286333 -28484.50742185 -28483.16715482 -28483.98004678 -28503.80942859 -28483.01594443 -28487.01892464 -28484.93656578 -28484.22452409 -28483.44421881 -28493.93658161 -28482.55424789 -28493.10950123 -28513.42869764 -28492.00099924 -28480.89358934 -28485.62076831 -28488.06269909 -28485.96310141 -28490.90578355 -28500.19149405 -28512.22977665 -28507.39116229 -28484.4618334 -28502.87584788 -28484.69392368 -28484.06077214 -28484.86327705] manylnprob(): p[0] = [ 1.29254568e+00 2.12365626e+00 8.84370489e-01 -7.83544353e-03 9.38144857e-03 1.16100239e-03 9.01001877e-01 8.14222097e-01] main(): current acceptance fraction: 42.6590236686 MCMC took 79.450564 sec Running MCMC mcmc-default-064-015-169.pickle manylnprob(): lnp = [-28483.51532052 -28483.02558385 -28492.94301991 -28486.66610661 -28543.80955181 -28485.42052381 -28483.40065826 -28506.12574306 -28485.5536062 -28486.93686013 -28484.31326839 -28485.11847105 -28508.1795533 -28490.55422887 -28482.88639716 -28488.75563321 -28497.35916917 -28482.65518325 -28484.82165171 -28484.343112 -28512.92713571 -28482.76839179 -28506.88653075 -28488.0180818 -28481.81205323 -28487.70246097 -28515.9641179 -28484.3248222 -28485.35787701 -28504.00596866 -28486.80977719 -28483.08418483 -28486.25166583 -28490.56311438 -28494.38506499 -28497.85146941 -28481.42272099 -28483.8658973 -28512.88780529 -28483.57515865 -28487.50777896 -28482.81317998 -28485.36383478 -28488.02963888 -28490.11996037 -28505.60263776 -28492.82552419 -28485.9043132 -28490.36254844 -28483.83742556 -28490.06381727 -28488.66032781 -28503.62141638 -28498.36764251 -28485.51794802 -28494.94377467 -28496.99751799 -28485.30755784 -28488.20926802 -28484.18177109 -28524.84456212 -28488.35038507 -28483.56690081 -28492.48236388] manylnprob(): p[0] = [ 1.28050197e+00 2.10005771e+00 8.69354027e-01 -7.90088623e-03 9.40938825e-03 1.17735922e-03 9.10238216e-01 8.16116324e-01] main(): current acceptance fraction: 42.6011029412 MCMC took 79.39876 sec Plotting trajectory traj-default-064-015-170.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-170.png Running MCMC mcmc-default-064-015-170.pickle manylnprob(): lnp = [-28483.3678036 -28483.12223284 -28482.83063971 -28486.38406429 -28484.43001793 -28489.89336789 -28483.86770608 -28483.49038055 -28507.95887173 -28498.79623143 -28494.76813426 -28500.65298266 -28504.97245748 -28487.6294286 -28481.84033761 -28490.5286138 -28505.18906792 -28486.52073749 -28486.32941539 -28488.72336807 -28534.16843434 -28482.24941593 -28485.59068822 -28504.52881073 -28483.55666386 -28491.51381636 -28488.9565506 -28482.46785344 -28502.12244327 -28482.06975135 -28485.26392462 -28491.06944622 -28489.86535551 -28488.93006274 -28518.85114018 -28487.67675064 -28482.68661556 -28487.10705268 -28482.73911791 -28483.46846614 -28488.02925003 -28483.54924991 -28504.99514281 -28482.96738571 -28484.25112386 -28482.46960921 -28485.37158219 -28485.68509455 -28487.31122039 -28484.81879793 -28517.82707143 -28481.87432758 -28485.26130316 -28488.38608977 -28497.40648843 -28493.93574266 -28507.39314712 -28483.71328364 -28490.93962377 -28485.61765518 -28488.00011173 -28483.30630212 -28492.29636306 -28484.45836199] manylnprob(): p[0] = [ 1.28047955e+00 2.10032459e+00 8.69256897e-01 -7.89566365e-03 9.40032788e-03 1.17900588e-03 9.12566853e-01 8.29111864e-01] main(): current acceptance fraction: 42.5804093567 MCMC took 79.509025 sec Running MCMC mcmc-default-064-015-171.pickle manylnprob(): lnp = [-28493.41013214 -28487.2224016 -28483.89392515 -28485.4146835 -28490.51775045 -28506.71310488 -28484.20510719 -28482.24508194 -28482.54616158 -28486.15611298 -28501.59938766 -28482.85331591 -28513.27018271 -28487.36081254 -28481.89363458 -28497.52903774 -28490.92657464 -28486.48154062 -28496.80618006 -28490.8905625 -28517.06075443 -28482.39301764 -28485.82778071 -28485.97010719 -28483.80007849 -28499.91963813 -28485.90085692 -28490.68185489 -28492.63629581 -28482.86718294 -28485.38342626 -28490.60125975 -28488.44459987 -28529.09598723 -28524.33274508 -28485.01844782 -28482.7302472 -28483.83981751 -28482.81698555 -28494.14555882 -28487.32732339 -28487.36768406 -28487.87250252 -28488.50407359 -28489.60873427 -28505.22650546 -28482.9191048 -28538.46231667 -28516.19630307 -28485.03589362 -28483.77388116 -28491.48680109 -28502.01026038 -28493.08646985 -28484.0083734 -28510.17735991 -28491.899425 -28498.28090913 -28488.36876237 -28485.45383609 -28487.80171789 -28495.74731534 -28483.90900643 -28487.5230979 ] manylnprob(): p[0] = [ 1.28025612e+00 2.09875037e+00 8.68733796e-01 -7.90088732e-03 9.39030665e-03 1.19234993e-03 9.10902391e-01 8.01479440e-01] main(): current acceptance fraction: 42.578125 MCMC took 79.616203 sec Running MCMC mcmc-default-064-015-172.pickle manylnprob(): lnp = [-28491.05324021 -28484.21420453 -28488.13360655 -28482.05508767 -28482.88289798 -28484.61214052 -28491.92142465 -28483.44124837 -28483.11181224 -28486.4532073 -28500.40759303 -28482.87667194 -28499.04846365 -28488.18729242 -28482.78056631 -28492.81398538 -28496.17513982 -28485.07222235 -28485.69094305 -28483.70059325 -28511.11360628 -28483.20937841 -28517.67602091 -28486.04479411 -28497.22305137 -28486.07202254 -28490.12685585 -28483.86856214 -28483.00216319 -28481.95696723 -28485.39740196 -28484.61797717 -28491.51488186 -28491.45539508 -28491.03288357 -28487.25088977 -28486.51807954 -28483.98585952 -28482.37288895 -28484.82423094 -28510.18448613 -28484.54546249 -28484.94536718 -28499.07705861 -28490.05003999 -28483.36542069 -28485.2728522 -28483.2200692 -28486.41295678 -28483.48895024 -28483.24429051 -28486.06798454 -28489.07069479 -28498.30460829 -28483.4276294 -28499.03390709 -28494.45825354 -28480.76947014 -28483.99863588 -28518.57293263 -28486.67574924 -28483.69207615 -28483.80505467 -28483.23547164] manylnprob(): p[0] = [ 1.28192215e+00 2.10198046e+00 8.70798862e-01 -7.89212844e-03 9.41678457e-03 1.17683172e-03 9.05858537e-01 8.09441969e-01] main(): current acceptance fraction: 42.5848988439 MCMC took 79.609483 sec Running MCMC mcmc-default-064-015-173.pickle manylnprob(): lnp = [-28483.48229687 -28482.7772116 -28490.09641273 -28488.24715257 -28515.99990561 -28481.69497633 -28485.21229818 -28505.50196291 -28482.97947162 -28483.41048696 -28507.15927631 -28486.80870811 -28488.43676042 -28488.18488616 -28482.41946092 -28490.36390971 -28493.0872842 -28492.86386879 -28486.61834731 -28485.70408892 -28515.27311757 -28483.60580972 -28515.61207003 -28508.29135814 -28482.79944093 -28486.11589427 -28488.66318894 -28482.41762608 -28508.01330705 -28484.94514904 -28487.08449006 -28491.47208647 -28488.82364691 -28488.98725254 -28496.12908 -28490.53445661 -28493.5260231 -28484.76303735 -28482.49430025 -28513.19805706 -28511.08346072 -28483.08203983 -28510.47357031 -28484.87233929 -28498.51898783 -28485.03722321 -28485.38524201 -28488.5329552 -28497.65364127 -28509.10527059 -28514.76720834 -28488.67379709 -28485.85136996 -28490.47741677 -28490.59803086 -28487.07090216 -28491.68309202 -28481.67912052 -28506.61601958 -28543.12193422 -28490.87819332 -28491.59221308 -28483.55714011 -28496.11858913] manylnprob(): p[0] = [ 1.28048230e+00 2.10002552e+00 8.69327914e-01 -7.90163429e-03 9.40946232e-03 1.17643852e-03 9.10256937e-01 8.15744746e-01] main(): current acceptance fraction: 42.5736350575 MCMC took 79.592506 sec Running MCMC mcmc-default-064-015-174.pickle manylnprob(): lnp = [-28483.63023528 -28493.41539634 -28484.19470903 -28489.69670975 -28489.81244003 -28484.55160024 -28488.91974482 -28505.96679501 -28521.85531914 -28489.30460532 -28486.1854411 -28499.99769523 -28490.20641658 -28485.64848409 -28496.6082876 -28487.8398175 -28513.80627251 -28492.39723043 -28504.8842802 -28484.45461726 -28483.16145749 -28483.19518244 -28515.08092134 -28485.15910839 -28489.53332855 -28485.80024137 -28511.48860114 -28482.53401111 -28489.00109016 -28487.225074 -28484.57412769 -28484.53457284 -28481.64943231 -28488.06035748 -28493.06217241 -28486.28431657 -28493.95932786 -28499.84071902 -28482.74344285 -28484.36441343 -28484.89969981 -28499.05071744 -28488.33427136 -28483.84293146 -28492.90763224 -28482.30184543 -28491.93740596 -28485.19368078 -28493.6122677 -28489.02841096 -28482.76225414 -28482.03897015 -28487.50406621 -28492.02463416 -28483.32616418 -28484.00279734 -28495.90671948 -28483.32338721 -28482.18349642 -28485.20428433 -28502.80820422 -28488.63470291 -28488.43873567 -28482.86723669] manylnprob(): p[0] = [ 1.28048497e+00 2.10002662e+00 8.69335378e-01 -7.90148777e-03 9.40934220e-03 1.17652391e-03 9.09987127e-01 8.14064481e-01] main(): current acceptance fraction: 42.5357142857 MCMC took 79.573593 sec Running MCMC mcmc-default-064-015-175.pickle manylnprob(): lnp = [-28486.83733511 -28483.15781571 -28483.04230661 -28487.72756207 -28485.3694962 -28515.55404782 -28502.53515457 -28483.25693114 -28482.11850759 -28485.68332066 -28482.16900174 -28483.46044947 -28491.52732645 -28492.21101227 -28503.66029455 -28485.41367095 -28504.84687803 -28485.75924124 -28510.07690013 -28481.64630289 -28485.47054482 -28482.814012 -28483.32825027 -28497.40935184 -28482.19684632 -28520.47355491 -28485.08341577 -28482.13785789 -28484.63550483 -28484.40061211 -28488.51738781 -28479.90140096 -28484.84668178 -28514.76310196 -28492.9067227 -28486.59466841 -28483.75385603 -28484.06573382 -28492.96265337 -28485.47531014 -28487.65431653 -28481.29452047 -28488.91153575 -28483.02379628 -28500.57077956 -28481.59946499 -28488.59683792 -28505.67404551 -28491.62279611 -28484.33781358 -28489.35959084 -28481.30008797 -28512.98612638 -28488.76846776 -28486.17866893 -28486.54338563 -28485.272924 -28480.86915335 -28483.33598183 -28492.29650795 -28484.71940407 -28485.34366591 -28483.78292845 -28488.61619729] manylnprob(): p[0] = [ 1.28250811e+00 2.10415016e+00 8.72177053e-01 -7.89572563e-03 9.38867102e-03 1.15214990e-03 9.17262662e-01 8.07366082e-01] main(): current acceptance fraction: 42.5337357955 MCMC took 79.515403 sec Running MCMC mcmc-default-064-015-176.pickle manylnprob(): lnp = [-28492.22889811 -28483.40025825 -28484.93276982 -28487.13228855 -28513.48012775 -28480.94961646 -28491.50863503 -28515.08224125 -28505.50129967 -28483.66131524 -28482.12687232 -28483.13790352 -28489.36170281 -28488.05788472 -28488.61481233 -28489.89001752 -28491.29304028 -28483.28390499 -28486.75235941 -28481.2277798 -28485.44867075 -28482.8093402 -28481.06256218 -28494.50303385 -28481.30154426 -28486.70255554 -28484.81144503 -28481.88143167 -28490.36467212 -28509.80020313 -28490.41873682 -28480.96259955 -28480.86460128 -28484.05472249 -28491.40367849 -28512.27197522 -28483.87178184 -28496.42240546 -28482.52422627 -28491.71818631 -28511.60925667 -28520.18878193 -28484.48753572 -28490.18657484 -28488.28215975 -28481.91744521 -28485.54075739 -28488.78715984 -28489.67183602 -28483.79269434 -28484.26174548 -28493.75726762 -28509.86022775 -28490.40182829 -28485.6804789 -28496.03175122 -28486.14877122 -28482.26553661 -28482.37861839 -28532.64122328 -28505.11430795 -28485.5309786 -28485.18087541 -28485.55748154] manylnprob(): p[0] = [ 1.28630404e+00 2.11052612e+00 8.76707508e-01 -7.88188066e-03 9.37738749e-03 1.12798014e-03 9.17841401e-01 7.89775981e-01] main(): current acceptance fraction: 42.5406073446 MCMC took 79.53916 sec Running MCMC mcmc-default-064-015-177.pickle manylnprob(): lnp = [-28501.82530147 -28483.3943437 -28494.41094598 -28482.20920403 -28482.32605417 -28482.48327128 -28484.69430665 -28481.27511674 -28505.88210282 -28480.59847325 -28485.07951961 -28483.29719168 -28491.12499375 -28489.65534485 -28486.00598397 -28485.79387357 -28492.99204597 -28482.46966774 -28486.39637431 -28481.32722005 -28482.52540091 -28482.74688809 -28484.80930779 -28487.74874222 -28481.18457985 -28494.35252015 -28501.83343859 -28488.59654394 -28485.35825761 -28481.05846516 -28487.3846692 -28481.10795187 -28481.01676131 -28484.51051667 -28489.3997054 -28506.51711213 -28482.11655238 -28485.49563307 -28484.75214892 -28485.92928334 -28485.2864583 -28482.50706695 -28488.28104491 -28482.5326405 -28489.35226109 -28482.68648651 -28488.10753578 -28485.96398739 -28501.89202746 -28483.85037418 -28489.08315779 -28491.38934424 -28500.16547473 -28496.47347858 -28484.67973694 -28494.3849295 -28482.91938844 -28543.01116356 -28482.01211751 -28485.01454483 -28495.90282853 -28489.79681394 -28484.36435738 -28485.39050977] manylnprob(): p[0] = [ 1.29020262e+00 2.11710297e+00 8.81531533e-01 -7.88363900e-03 9.34530271e-03 1.09444953e-03 9.20225857e-01 7.66673777e-01] main(): current acceptance fraction: 42.5210674157 MCMC took 79.534796 sec Running MCMC mcmc-default-064-015-178.pickle manylnprob(): lnp = [-28506.27145964 -28487.53602551 -28491.19081165 -28491.65978244 -28489.31034449 -28483.14243201 -28483.66756953 -28481.68587016 -28516.40672357 -28483.81063037 -28488.94599503 -28482.53835757 -28484.82339731 -28505.06571517 -28491.43093882 -28483.44946257 -28511.95194921 -28491.86725158 -28490.86994007 -28481.42926609 -28483.97768784 -28482.70197559 -28484.29401418 -28486.29664549 -28481.40160755 -28496.63979798 -28484.25712901 -28490.86426224 -28484.46692589 -28483.09815522 -28510.54654409 -28480.30679836 -28484.60152965 -28483.64501367 -28491.2594955 -28484.67698738 -28482.94537295 -28484.8561847 -28483.13498065 -28483.13572942 -28499.13876704 -28509.43710316 -28484.26869768 -28483.97159456 -28498.506941 -28484.11756903 -28506.72810434 -28486.10519948 -28490.52169745 -28507.20478866 -28484.43354106 -28481.48687178 -28517.48649468 -28531.72840489 -28482.47973644 -28483.58099183 -28481.17693386 -28483.37677917 -28483.22554665 -28482.06428908 -28485.22512791 -28484.1657589 -28492.7988344 -28483.93448355] manylnprob(): p[0] = [ 1.29448319e+00 2.12632921e+00 8.87483130e-01 -7.84557748e-03 9.33736461e-03 1.08704006e-03 9.16625168e-01 7.69482045e-01] main(): current acceptance fraction: 42.4406424581 MCMC took 79.555521 sec Running MCMC mcmc-default-064-015-179.pickle manylnprob(): lnp = [-28486.93554847 -28483.55470944 -28483.64749142 -28482.76137923 -28505.73651026 -28483.84162143 -28483.65322599 -28505.89581965 -28486.40048486 -28523.80972614 -28485.79655799 -28484.23047864 -28482.97415221 -28491.95282209 -28481.32597955 -28483.29375974 -28487.90773667 -28482.6123062 -28483.59799257 -28481.0436933 -28488.06283754 -28487.53646341 -28509.43073394 -28485.1829081 -28484.50789416 -28498.73707756 -28491.36303629 -28481.8615616 -28482.26887793 -28528.13480399 -28482.22913009 -28484.11648851 -28487.78041236 -28499.90608223 -28490.80670556 -28515.94699173 -28492.39174824 -28486.49763374 -28484.84920959 -28482.35595339 -28490.22585246 -28511.87005995 -28483.69062771 -28482.76442172 -28497.46064947 -28512.44584312 -28486.16841405 -28482.95127538 -28486.31729503 -28483.68771849 -28484.03880472 -28484.4824765 -28501.5037574 -28491.90826586 -28486.56273249 -28488.22441509 -28482.59512818 -28543.83065552 -28481.64662725 -28483.40899066 -28483.56154266 -28491.68659302 -28486.70778985 -28509.59986718] manylnprob(): p[0] = [ 1.28395444e+00 2.10639179e+00 8.73657754e-01 -7.88688597e-03 9.38500970e-03 1.14414440e-03 9.14551751e-01 8.12168676e-01] main(): current acceptance fraction: 42.4305555556 MCMC took 79.719332 sec Plotting trajectory traj-default-064-015-180.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-180.png Running MCMC mcmc-default-064-015-180.pickle manylnprob(): lnp = [-28485.83913285 -28481.64942917 -28491.6814993 -28482.62530645 -28497.38724617 -28482.05420156 -28483.47650151 -28484.78503267 -28500.52249531 -28506.70524316 -28485.941249 -28507.311835 -28486.10643534 -28485.40068554 -28492.38695292 -28484.7286461 -28487.84571274 -28483.72508826 -28486.26214971 -28481.60300539 -28489.12750663 -28482.90181415 -28510.68717635 -28485.99972424 -28505.17849474 -28482.39056781 -28489.877031 -28486.83829767 -28484.5067404 -28481.84821473 -28482.52879574 -28481.80259135 -28481.81643948 -28489.61746869 -28490.34642526 -28488.31627334 -28490.11466625 -28484.20715493 -28488.53340057 -28482.36975535 -28544.67315334 -28510.56816126 -28483.67204984 -28488.65864845 -28500.41701137 -28522.05100048 -28486.98603048 -28490.37931569 -28489.50737644 -28483.54967799 -28482.92568416 -28493.20572717 -28506.89584243 -28488.79385863 -28486.18744182 -28481.34961399 -28491.03359097 -28511.26693237 -28481.80053512 -28482.93215125 -28503.06379915 -28489.31847232 -28485.66137821 -28491.38436176] manylnprob(): p[0] = [ 1.28225913e+00 2.10317390e+00 8.71507289e-01 -7.90893823e-03 9.38811957e-03 1.14128208e-03 9.14934915e-01 8.07974611e-01] main(): current acceptance fraction: 42.3774171271 MCMC took 79.732921 sec Running MCMC mcmc-default-064-015-181.pickle manylnprob(): lnp = [-28486.77865952 -28482.8546812 -28484.69783489 -28481.86145621 -28482.36654155 -28481.14377776 -28487.45535193 -28482.05502606 -28484.51347927 -28511.15274599 -28485.26051499 -28507.71560134 -28489.42902023 -28484.35839167 -28482.91283955 -28482.54254575 -28496.13524016 -28490.32320845 -28486.58352743 -28481.55855307 -28492.87287907 -28481.52789141 -28484.48463966 -28502.81533331 -28486.62391964 -28491.78887531 -28486.6710063 -28481.78730887 -28486.47044671 -28509.78277477 -28489.38962143 -28484.22601715 -28485.80615821 -28484.05789535 -28489.85154588 -28513.20946356 -28483.43569607 -28489.80690064 -28521.74704359 -28485.20876725 -28482.57891278 -28482.52369645 -28482.45058517 -28486.44583711 -28486.1459906 -28482.87801529 -28488.10743881 -28483.08611903 -28496.91505194 -28481.55477668 -28484.88014019 -28486.51823858 -28486.87603827 -28515.67168414 -28483.10851011 -28489.78801454 -28482.71139347 -28483.60794524 -28481.68155642 -28487.07472225 -28483.48439798 -28489.83249063 -28490.88367206 -28487.98935491] manylnprob(): p[0] = [ 1.28461968e+00 2.10773440e+00 8.74520216e-01 -7.88392556e-03 9.38214133e-03 1.14139127e-03 9.14673119e-01 8.10610189e-01] main(): current acceptance fraction: 42.3334478022 MCMC took 79.509899 sec Running MCMC mcmc-default-064-015-182.pickle manylnprob(): lnp = [-28486.19057144 -28513.22720659 -28491.14521747 -28480.72815562 -28485.61997608 -28482.14619586 -28492.76884091 -28482.77864106 -28491.81874689 -28508.01290574 -28485.8155143 -28481.84086217 -28487.1736352 -28491.53776795 -28484.37236388 -28484.13355351 -28485.09754258 -28496.84914509 -28486.88031379 -28481.61977718 -28484.45755443 -28486.46346276 -28482.66757195 -28498.42536487 -28504.77887706 -28486.49039331 -28505.28129622 -28482.368895 -28483.07649063 -28481.5145751 -28485.82870728 -28486.62639722 -28494.49322121 -28482.82282852 -28483.67411049 -28488.33726058 -28492.12123761 -28483.84142428 -28485.62190128 -28489.20107661 -28485.38201427 -28490.82960274 -28484.2912116 -28495.83957898 -28500.08357267 -28489.72301244 -28511.87541981 -28494.6203015 -28487.00564223 -28481.99292685 -28490.32019349 -28480.65281746 -28484.25559385 -28494.76132509 -28488.99479912 -28482.20489943 -28483.47109642 -28492.16362221 -28482.32921065 -28494.50959982 -28482.46775246 -28483.86757146 -28487.05441776 -28485.41746145] manylnprob(): p[0] = [ 1.28241044e+00 2.10376527e+00 8.71653126e-01 -7.88936528e-03 9.38964577e-03 1.15572336e-03 9.11964939e-01 8.29392843e-01] main(): current acceptance fraction: 42.2643442623 MCMC took 79.444523 sec Running MCMC mcmc-default-064-015-183.pickle manylnprob(): lnp = [-28487.27203687 -28508.68847342 -28483.03362391 -28488.11911791 -28495.04091483 -28481.12893754 -28483.91141115 -28520.1374906 -28493.28787295 -28515.59308374 -28484.20091711 -28504.75683433 -28496.49546919 -28490.0066526 -28512.37329123 -28482.13888097 -28489.35421794 -28484.64534723 -28499.26832465 -28486.38238532 -28488.70655085 -28486.2769144 -28513.64016875 -28504.10496485 -28485.27837409 -28482.52899905 -28484.08695027 -28483.41424355 -28485.65692418 -28480.83512898 -28485.63032917 -28481.62426799 -28484.4631531 -28484.268207 -28488.64073639 -28495.39992698 -28482.96850582 -28492.23695857 -28483.11238839 -28489.70916473 -28482.91841164 -28482.47799566 -28483.55237417 -28482.7394806 -28484.39307835 -28484.10001448 -28486.01433748 -28514.21906803 -28484.13429388 -28483.52269016 -28483.96950913 -28482.2110296 -28487.7479351 -28492.17953084 -28482.37708782 -28485.34487325 -28490.90332387 -28516.81638822 -28481.87353408 -28498.36673461 -28487.56397257 -28483.14607671 -28487.16691365 -28497.52524346] manylnprob(): p[0] = [ 1.28469316e+00 2.10814406e+00 8.74543664e-01 -7.87707985e-03 9.39185405e-03 1.14536041e-03 9.13020736e-01 8.14288779e-01] main(): current acceptance fraction: 42.2554347826 MCMC took 79.611511 sec Running MCMC mcmc-default-064-015-184.pickle manylnprob(): lnp = [-28486.45232463 -28484.7484817 -28483.09064225 -28483.08843158 -28481.58216218 -28482.61886728 -28487.52071406 -28514.82920675 -28481.30821973 -28482.95464269 -28500.11801573 -28485.35353236 -28488.1338918 -28491.40818046 -28514.91752374 -28482.89480716 -28490.96281758 -28503.20421768 -28491.87096323 -28486.58618619 -28489.14307839 -28484.62348899 -28509.11490289 -28490.99145055 -28483.95302095 -28481.31684339 -28483.76460665 -28489.82135049 -28521.98420693 -28482.54020347 -28515.27097537 -28482.58739252 -28482.62898728 -28483.45112501 -28484.67626966 -28489.71759233 -28483.55879843 -28483.10077396 -28482.9104007 -28491.27684682 -28490.84001433 -28526.54479239 -28481.02103388 -28482.68747348 -28486.03915798 -28483.35819822 -28484.92167305 -28488.64281803 -28490.30743408 -28482.27050772 -28507.40461529 -28488.74235349 -28485.17528256 -28489.03218794 -28486.56130514 -28484.96633932 -28491.65044932 -28487.04466482 -28483.85353612 -28486.81934275 -28489.6478234 -28488.46111753 -28491.41792271 -28500.112359 ] manylnprob(): p[0] = [ 1.28462420e+00 2.10796678e+00 8.74602767e-01 -7.88120317e-03 9.39080185e-03 1.14864989e-03 9.12629879e-01 8.14269887e-01] main(): current acceptance fraction: 42.2128378378 MCMC took 84.86558 sec Running MCMC mcmc-default-064-015-185.pickle manylnprob(): lnp = [-28486.7580874 -28485.07200795 -28483.9149105 -28482.99733841 -28482.88812948 -28480.97036928 -28492.60448082 -28495.98968938 -28482.11596031 -28483.81768866 -28486.8941026 -28485.39116053 -28487.87652715 -28482.42552154 -28481.70474818 -28484.34772592 -28513.53469287 -28493.15825707 -28493.81585578 -28507.42220484 -28484.75525382 -28481.67372459 -28483.62556176 -28485.39461138 -28481.77092036 -28484.87774546 -28483.37700516 -28489.0450555 -28495.08195888 -28514.44132733 -28504.43140211 -28481.60996081 -28490.31451715 -28484.03239612 -28484.20341173 -28487.08158597 -28482.80951238 -28483.59268788 -28509.31752826 -28515.99631138 -28483.68926485 -28520.46761137 -28481.81020212 -28482.29194872 -28488.36666793 -28484.1652939 -28484.93697219 -28532.84498362 -28487.44296338 -28481.40283897 -28485.31758238 -28481.16835422 -28488.71774308 -28489.91229495 -28486.16553371 -28483.47295201 -28511.7327947 -28481.50802393 -28482.54819744 -28482.71176773 -28500.63935458 -28488.28023884 -28484.43773978 -28493.307589 ] manylnprob(): p[0] = [ 1.28437207e+00 2.10726935e+00 8.74214905e-01 -7.88633205e-03 9.38162687e-03 1.14110656e-03 9.14335446e-01 8.12132575e-01] main(): current acceptance fraction: 42.2127016129 MCMC took 85.001527 sec Running MCMC mcmc-default-064-015-186.pickle manylnprob(): lnp = [-28490.51460253 -28482.12517185 -28483.71349238 -28482.69453581 -28483.37695099 -28481.49955289 -28487.51790517 -28494.71198983 -28485.9798961 -28483.55307068 -28488.78765278 -28484.56962715 -28484.99108205 -28482.39965309 -28485.8844832 -28483.96262522 -28490.54774347 -28484.67689707 -28504.21105532 -28515.89178754 -28494.83814222 -28485.25703508 -28483.36409359 -28488.66176812 -28482.32526825 -28484.57965021 -28482.45386775 -28494.12834953 -28492.2107383 -28481.93266361 -28485.58780979 -28482.27868 -28482.33617839 -28483.83101031 -28490.89517205 -28488.49911587 -28485.4480282 -28483.59538032 -28483.22528513 -28484.46353169 -28484.81643193 -28484.99320628 -28488.15423674 -28485.47186992 -28489.87211051 -28488.85007466 -28484.66719769 -28502.87428979 -28486.40974916 -28481.32347829 -28510.03771043 -28485.09214678 -28503.7473257 -28489.24454638 -28489.16988704 -28481.89674264 -28501.06161656 -28479.13288515 -28485.29361505 -28486.56087923 -28487.85618226 -28493.99456227 -28485.77987044 -28490.72756714] manylnprob(): p[0] = [ 1.28606649e+00 2.11030240e+00 8.76423545e-01 -7.88337803e-03 9.37333259e-03 1.13021151e-03 9.16877319e-01 7.98095528e-01] main(): current acceptance fraction: 42.2376336898 MCMC took 85.148442 sec Running MCMC mcmc-default-064-015-187.pickle manylnprob(): lnp = [-28485.74909554 -28485.90846077 -28485.960998 -28481.73406225 -28484.57957375 -28481.17215568 -28488.51595598 -28513.24976324 -28513.45145537 -28483.00240181 -28490.1687912 -28508.64667224 -28483.09712817 -28500.53005554 -28484.63752138 -28494.48300909 -28493.79610124 -28485.09315665 -28485.03027713 -28488.87749238 -28484.75385754 -28483.46659071 -28511.75174302 -28498.08664936 -28481.8715536 -28488.29897687 -28481.76140965 -28498.21799051 -28513.21443656 -28503.15214916 -28514.90265073 -28488.66867904 -28497.37477299 -28489.01120017 -28480.92395356 -28516.49571289 -28480.93902299 -28484.59540521 -28482.37492287 -28484.56841701 -28514.38454607 -28483.14268007 -28488.27358789 -28482.84071678 -28485.87508327 -28511.93931421 -28485.58065344 -28486.64742532 -28486.2855473 -28505.46219649 -28484.48517991 -28484.6613506 -28485.06317444 -28486.44713384 -28486.62682927 -28486.80412069 -28488.39501361 -28510.24240668 -28486.5836164 -28482.72878391 -28481.38527918 -28484.59591738 -28506.87075887 -28491.81975252] manylnprob(): p[0] = [ 1.28223107e+00 2.10317250e+00 8.71540770e-01 -7.89953912e-03 9.39278362e-03 1.14857692e-03 9.14166635e-01 8.22347075e-01] main(): current acceptance fraction: 42.2539893617 MCMC took 85.261561 sec Running MCMC mcmc-default-064-015-188.pickle manylnprob(): lnp = [-28482.39298537 -28487.75390352 -28483.03575935 -28480.96533036 -28486.62540759 -28517.72012551 -28497.57774049 -28482.65296312 -28509.24622492 -28505.00867723 -28481.69379769 -28507.83503762 -28485.70598081 -28482.09973605 -28496.16425029 -28489.1945686 -28494.13828489 -28486.0112545 -28501.76181694 -28510.29545983 -28485.54611907 -28497.53466201 -28487.07686854 -28484.53483895 -28483.16109524 -28484.75093425 -28479.40547894 -28481.34589351 -28515.4397971 -28515.83356891 -28501.71197214 -28481.84757618 -28486.73044825 -28488.63591969 -28480.95021952 -28521.06200868 -28485.40823238 -28492.13594474 -28487.49346152 -28489.65393019 -28483.96268493 -28514.24828635 -28480.77627651 -28482.79904435 -28484.18260041 -28483.49573181 -28482.41511364 -28491.37997829 -28482.35683006 -28483.5133315 -28484.45782413 -28492.16897906 -28530.50425754 -28487.78616147 -28485.56784494 -28488.09735175 -28490.90282389 -28490.70258452 -28486.89280449 -28487.56398762 -28492.46247108 -28484.43585685 -28493.45585538 -28497.13137027] manylnprob(): p[0] = [ 1.28435220e+00 2.10822444e+00 8.74166933e-01 -7.92384954e-03 9.33597714e-03 1.13058710e-03 9.10348471e-01 8.47796895e-01] main(): current acceptance fraction: 42.2371031746 MCMC took 85.143699 sec Running MCMC mcmc-default-064-015-189.pickle manylnprob(): lnp = [-28486.66977389 -28482.8642589 -28482.95808491 -28486.2673105 -28507.5039039 -28483.23573308 -28492.50097928 -28496.27915488 -28516.95445615 -28486.15387827 -28490.50238708 -28507.7411852 -28497.26937475 -28484.8601605 -28495.21010696 -28482.57015858 -28499.33403816 -28493.45275852 -28484.23069878 -28527.50041876 -28487.81738007 -28501.62342394 -28487.48365774 -28485.10506703 -28490.27000666 -28485.48604447 -28480.12157127 -28482.69731831 -28483.17624721 -28483.09236558 -28485.46506384 -28493.90026418 -28486.04876905 -28484.65662246 -28485.48451754 -28516.59358301 -28490.40039078 -28488.16784309 -28483.52475918 -28489.41764813 -28485.74554859 -28485.28897044 -28481.07438018 -28494.02308229 -28491.23115218 -28483.78182104 -28483.01148867 -28516.8742896 -28482.36946653 -28483.1733006 -28485.69207654 -28488.609126 -28494.53201579 -28487.23482704 -28483.52217768 -28511.470238 -28491.29170762 -28481.21037917 -28486.88433687 -28547.97403438 -28486.37182472 -28485.9944363 -28485.91303502 -28482.07884271] manylnprob(): p[0] = [ 1.29049263e+00 2.11956763e+00 8.81602600e-01 -7.90491434e-03 9.27378095e-03 1.11087330e-03 9.07524859e-01 8.48902496e-01] main(): current acceptance fraction: 42.1628289474 MCMC took 84.766875 sec Plotting trajectory traj-default-064-015-190.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-190.png Running MCMC mcmc-default-064-015-190.pickle manylnprob(): lnp = [-28483.40118106 -28483.47124161 -28488.29785954 -28481.73858464 -28495.79343712 -28482.58762922 -28487.02145811 -28482.66882609 -28481.34995063 -28481.57780092 -28486.81960196 -28481.9317091 -28486.02465292 -28484.95141273 -28518.95124833 -28483.15865106 -28500.64751462 -28483.67479829 -28488.2960006 -28511.07328719 -28485.13367194 -28499.97853446 -28482.86842578 -28482.0357318 -28481.09527066 -28485.75059603 -28483.51809479 -28483.19004241 -28482.50721509 -28522.92257889 -28506.81078429 -28483.57504629 -28481.55468436 -28499.94195514 -28506.7594856 -28488.25586026 -28483.88364858 -28483.51074738 -28489.58014244 -28487.80511299 -28488.38524394 -28482.90114227 -28513.59808993 -28491.72200405 -28486.66311012 -28487.30677049 -28483.83377769 -28489.58882849 -28481.94136992 -28507.45274627 -28483.74428279 -28480.88487274 -28518.11484451 -28488.14186962 -28483.19093723 -28481.41743649 -28487.92549832 -28482.75415485 -28488.28285941 -28500.51882527 -28495.21781364 -28516.02473495 -28487.40606311 -28508.00004794] manylnprob(): p[0] = [ 1.28710412e+00 2.11316806e+00 8.77549893e-01 -7.91735995e-03 9.29539096e-03 1.12391757e-03 9.10568506e-01 8.48531114e-01] main(): current acceptance fraction: 42.097513089 MCMC took 85.368614 sec Running MCMC mcmc-default-064-015-191.pickle manylnprob(): lnp = [-28483.33435487 -28505.83185913 -28490.66273485 -28480.54399927 -28483.11790389 -28485.71572596 -28481.87064418 -28482.49934601 -28508.872508 -28492.83183942 -28481.63794811 -28499.13304245 -28488.38467904 -28487.73592117 -28483.64497924 -28482.49814678 -28488.87970397 -28489.55383843 -28492.20509278 -28518.94424422 -28484.17728475 -28480.59416999 -28482.69751738 -28488.87860971 -28482.89089189 -28503.84399832 -28481.02468143 -28495.66100743 -28481.55559636 -28499.88500279 -28487.38122672 -28483.34517381 -28482.59707297 -28484.07886653 -28488.29438935 -28503.30185383 -28488.78666147 -28498.10153857 -28487.63174997 -28485.34185835 -28490.09830689 -28482.72423244 -28481.55310344 -28498.66850216 -28484.45693694 -28499.29204068 -28481.48236228 -28483.45002655 -28486.03541363 -28481.53208932 -28484.76105911 -28481.19148465 -28486.32770867 -28488.54451953 -28481.95750631 -28493.70194297 -28500.8821685 -28481.19117568 -28488.04839151 -28496.69296905 -28481.80630927 -28485.55960917 -28486.05815811 -28481.03215847] manylnprob(): p[0] = [ 1.28711336e+00 2.11321756e+00 8.77572091e-01 -7.91677479e-03 9.29620678e-03 1.12415198e-03 9.10561202e-01 8.48360507e-01] main(): current acceptance fraction: 42.041015625 MCMC took 85.136814 sec Running MCMC mcmc-default-064-015-192.pickle manylnprob(): lnp = [-28483.11088073 -28483.33676431 -28498.25162746 -28486.06428044 -28490.81461573 -28486.1978398 -28487.06261183 -28480.78335905 -28509.48097311 -28486.45746568 -28486.34503281 -28484.30070922 -28483.2628532 -28509.92760887 -28513.68433835 -28481.78658093 -28495.87698088 -28495.67144674 -28482.84894835 -28512.08253772 -28516.28277309 -28480.85884405 -28485.986192 -28485.29582967 -28480.82220396 -28482.8439979 -28480.19653755 -28482.42672146 -28482.88570836 -28503.7166657 -28485.28019587 -28498.20060545 -28482.91932135 -28484.26831214 -28483.58043433 -28487.37022256 -28485.59793933 -28483.40596811 -28492.47804411 -28482.54065781 -28496.59296411 -28484.48688035 -28493.12717677 -28482.08488447 -28485.1788683 -28484.57690525 -28487.86653509 -28481.26815063 -28482.10862701 -28483.51753526 -28484.05713197 -28481.21026706 -28485.48732422 -28487.83177481 -28483.96877115 -28481.42320538 -28487.84404436 -28480.06390953 -28528.65999803 -28488.63770636 -28484.93267084 -28483.4310143 -28486.22350283 -28481.24368342] manylnprob(): p[0] = [ 1.28660404e+00 2.11225342e+00 8.76962157e-01 -7.91868390e-03 9.29939398e-03 1.12609383e-03 9.11018619e-01 8.48316649e-01] main(): current acceptance fraction: 42.0012953368 MCMC took 84.883278 sec Running MCMC mcmc-default-064-015-193.pickle manylnprob(): lnp = [-28483.18262472 -28504.17366859 -28484.9911093 -28490.84292752 -28481.4288053 -28485.24734857 -28482.19398037 -28482.89716696 -28524.63705208 -28483.14679769 -28482.06398247 -28483.01289677 -28485.24623876 -28504.84277921 -28481.3524572 -28482.57749239 -28504.5947291 -28496.14841423 -28484.63083987 -28519.10334067 -28497.07940436 -28482.38508464 -28504.912174 -28493.75304429 -28488.71227775 -28484.74840947 -28480.90957854 -28534.88280169 -28482.95637422 -28483.48731609 -28484.68929302 -28510.48748716 -28481.72075866 -28486.59625622 -28484.50656077 -28516.81112311 -28485.08388319 -28483.19553196 -28483.28058179 -28480.03600155 -28483.8615453 -28482.37186377 -28481.0447183 -28482.37614138 -28500.60348342 -28512.83774997 -28482.68824071 -28483.03748902 -28480.52511356 -28481.62477797 -28491.91447692 -28480.75803506 -28482.94898387 -28490.09589601 -28483.8696738 -28481.57114327 -28497.31630781 -28485.51814325 -28487.96985907 -28516.29713126 -28493.2106837 -28482.52734546 -28486.67827443 -28482.07971372] manylnprob(): p[0] = [ 1.28662587e+00 2.11230654e+00 8.76984440e-01 -7.91817317e-03 9.30061310e-03 1.12606104e-03 9.11154849e-01 8.48228400e-01] main(): current acceptance fraction: 42.0183634021 MCMC took 84.637468 sec Running MCMC mcmc-default-064-015-194.pickle manylnprob(): lnp = [-28483.19620784 -28492.84238348 -28490.75897673 -28508.21384959 -28481.34198858 -28482.41393169 -28481.1054156 -28483.40203664 -28483.40047709 -28486.80055462 -28485.10178527 -28489.71818651 -28485.2707993 -28483.23018554 -28480.66218835 -28485.75522536 -28502.72838665 -28492.79857216 -28486.21108626 -28511.27634681 -28481.86446226 -28489.17415508 -28506.6714368 -28490.19883668 -28483.37440468 -28487.38867312 -28494.45808336 -28482.51551162 -28482.59301267 -28488.64416704 -28481.69909552 -28505.72782752 -28485.31497341 -28483.65288521 -28484.35418242 -28492.27744236 -28485.55437667 -28485.84128897 -28496.63481538 -28502.35546883 -28485.62821465 -28507.82517875 -28483.16343742 -28482.91588507 -28484.09008753 -28513.06593645 -28487.45201229 -28482.37146441 -28484.52122941 -28481.72265299 -28485.95930249 -28482.36232077 -28490.64624457 -28521.34397487 -28499.40014375 -28488.46462452 -28490.46513627 -28549.71741114 -28486.43946661 -28482.46267667 -28485.87605184 -28481.6761723 -28489.67546822 -28487.52799654] manylnprob(): p[0] = [ 1.28551589e+00 2.11034398e+00 8.75776203e-01 -7.89924938e-03 9.35627498e-03 1.15049514e-03 9.08507740e-01 8.43801865e-01] main(): current acceptance fraction: 41.9951923077 MCMC took 85.23725 sec Running MCMC mcmc-default-064-015-195.pickle manylnprob(): lnp = [-28483.85535289 -28493.66824433 -28482.04389664 -28492.01343163 -28495.03893047 -28483.80637686 -28481.42910697 -28497.03043172 -28484.37998794 -28515.33151475 -28509.04696811 -28484.13199045 -28484.60784918 -28499.23972344 -28480.50609139 -28495.70425835 -28503.3831683 -28481.7355176 -28489.09609678 -28515.82047081 -28528.14240045 -28497.27793983 -28484.83754389 -28483.65512176 -28485.46857514 -28490.14141004 -28479.58154569 -28483.52388545 -28482.92553734 -28486.39548573 -28481.71581829 -28482.70835271 -28482.41432666 -28483.14786781 -28481.02931911 -28487.41391196 -28483.18801933 -28483.23839578 -28483.11216274 -28482.09851274 -28484.32891128 -28481.21172835 -28500.49365663 -28484.88199894 -28486.4163337 -28509.8097606 -28523.45402852 -28494.03633922 -28484.34407975 -28481.69294501 -28510.36948382 -28481.14181657 -28484.33113387 -28487.97845057 -28484.48544375 -28481.1192078 -28498.78235883 -28534.78008339 -28502.01157967 -28482.30792371 -28482.04242784 -28483.0265183 -28509.49603425 -28510.19818511] manylnprob(): p[0] = [ 1.28322779e+00 2.10560027e+00 8.72532594e-01 -7.93464839e-03 9.32357125e-03 1.13501871e-03 9.09425516e-01 8.48876908e-01] main(): current acceptance fraction: 41.9961734694 MCMC took 85.317257 sec Running MCMC mcmc-default-064-015-196.pickle manylnprob(): lnp = [-28487.44405834 -28498.33311287 -28482.928977 -28486.80807055 -28485.29368287 -28482.43836947 -28482.19552139 -28481.65824368 -28518.52610578 -28479.8211375 -28539.22872733 -28485.59632252 -28486.34387567 -28483.31933805 -28481.33622393 -28483.19725177 -28489.75562937 -28481.68582169 -28489.35601867 -28482.23533704 -28483.56860479 -28481.3838153 -28487.2581649 -28514.84412316 -28487.10031406 -28516.39798692 -28482.10631232 -28484.30266498 -28482.24864798 -28480.39138862 -28482.5762526 -28493.71620563 -28482.46103161 -28491.28732159 -28482.65360582 -28514.09143094 -28491.10991154 -28496.23968874 -28483.22669266 -28482.39313581 -28503.50372953 -28480.98493614 -28511.20451848 -28497.45008751 -28496.43704996 -28519.18815377 -28503.77070165 -28481.39123519 -28484.28842057 -28481.74583978 -28484.79115456 -28490.69909395 -28486.47678987 -28538.9175119 -28488.57266584 -28486.02666709 -28494.48399544 -28511.50096149 -28484.56068104 -28482.45806364 -28483.64107632 -28482.97039536 -28486.14091235 -28536.81025619] manylnprob(): p[0] = [ 1.29028504e+00 2.11935845e+00 8.81508485e-01 -7.88161821e-03 9.31891068e-03 1.14009093e-03 9.14818906e-01 8.49180993e-01] main(): current acceptance fraction: 41.9812817259 MCMC took 85.085678 sec Running MCMC mcmc-default-064-015-197.pickle manylnprob(): lnp = [-28483.54427211 -28487.22372997 -28482.43756205 -28486.19535774 -28481.41644858 -28483.90733469 -28482.98213731 -28482.6132872 -28482.15653162 -28480.54410728 -28521.61618728 -28481.59201244 -28486.35478155 -28507.38798494 -28482.4692989 -28496.01751649 -28510.61337012 -28481.97320357 -28483.8386507 -28490.96305343 -28488.06263305 -28500.31079774 -28488.15935844 -28493.89020472 -28503.5103647 -28516.05678095 -28481.41846166 -28493.47276118 -28482.77421889 -28480.67117776 -28480.34711058 -28481.26912957 -28482.04236418 -28487.28269464 -28485.14995323 -28485.86479163 -28494.21458494 -28487.63437749 -28488.88033767 -28480.22206962 -28512.63377261 -28484.83103216 -28482.09009917 -28482.00101636 -28525.27688315 -28482.8445977 -28489.60111607 -28484.53272335 -28482.49123549 -28484.74413842 -28487.14282346 -28481.63446457 -28490.70460689 -28485.38705042 -28513.51972484 -28481.37066872 -28485.4789344 -28480.63915911 -28506.80736263 -28482.45132918 -28481.25316399 -28484.27797261 -28487.19247834 -28510.93966915] manylnprob(): p[0] = [ 1.28729266e+00 2.11347939e+00 8.77812465e-01 -7.91826615e-03 9.28905940e-03 1.12376713e-03 9.11217750e-01 8.46255487e-01] main(): current acceptance fraction: 41.9981060606 MCMC took 85.28168 sec Running MCMC mcmc-default-064-015-198.pickle manylnprob(): lnp = [-28499.85525565 -28504.37461787 -28483.37755262 -28487.25623089 -28481.04643794 -28490.1732829 -28484.37142077 -28482.62201392 -28487.637735 -28480.1817677 -28487.13861748 -28482.93115352 -28483.9017205 -28482.88758429 -28482.01780073 -28485.71335788 -28486.26861996 -28481.70975012 -28495.12407427 -28482.64583318 -28482.98997343 -28491.2613544 -28482.77912848 -28484.70625623 -28488.4591707 -28481.53569117 -28492.09723406 -28484.08372671 -28482.7671262 -28480.74937514 -28510.91835031 -28481.28785144 -28482.00110669 -28525.75498986 -28480.65758514 -28486.71999149 -28490.90619315 -28496.19147939 -28482.66761193 -28481.89195039 -28484.63422831 -28506.66870567 -28512.94624183 -28485.95585687 -28490.77286645 -28483.06289042 -28487.43312501 -28489.96925249 -28486.44046216 -28520.28852071 -28520.29947148 -28495.68588182 -28484.07342883 -28485.99915326 -28484.48528873 -28484.66031352 -28493.56280741 -28480.15271985 -28497.5547981 -28482.79522201 -28482.00237655 -28484.27705539 -28501.28652281 -28516.95320003] manylnprob(): p[0] = [ 1.29503443e+00 2.12896052e+00 8.87585777e-01 -7.89055670e-03 9.22651423e-03 1.10494960e-03 9.06945241e-01 8.36848886e-01] main(): current acceptance fraction: 41.9676507538 MCMC took 85.373596 sec Running MCMC mcmc-default-064-015-199.pickle manylnprob(): lnp = [-28483.44945006 -28490.57774252 -28483.41685793 -28489.91127752 -28480.90831274 -28529.1821136 -28489.73682821 -28487.96129155 -28518.72098308 -28482.30927452 -28484.96453644 -28481.61381565 -28487.07584935 -28482.82253601 -28481.34618999 -28498.07428689 -28500.66483168 -28480.93695645 -28481.64277053 -28482.49806044 -28485.57340621 -28481.44020776 -28515.88166644 -28481.33139596 -28488.50958496 -28487.43074986 -28489.24478809 -28514.66810663 -28481.95291432 -28480.71453911 -28482.053779 -28498.49366449 -28483.9377621 -28485.91585269 -28480.8421413 -28494.23219521 -28483.0215861 -28497.816761 -28482.29450154 -28484.71509702 -28489.59756014 -28515.98757919 -28488.55221563 -28490.37165575 -28496.69964184 -28482.90698007 -28487.12373122 -28480.737993 -28517.67982909 -28494.27567698 -28487.16688669 -28480.34925214 -28487.36609702 -28513.54825776 -28481.88145368 -28504.96755313 -28487.43636702 -28480.57256894 -28489.40107038 -28482.9144624 -28482.1401125 -28483.70784411 -28508.78240597 -28482.27581607] manylnprob(): p[0] = [ 1.28568011e+00 2.11040358e+00 8.75781307e-01 -7.91959082e-03 9.30550348e-03 1.12909134e-03 9.11993984e-01 8.51116841e-01] main(): current acceptance fraction: 41.9140625 MCMC took 85.572729 sec Plotting trajectory traj-default-064-015-200.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-200.png Running MCMC mcmc-default-064-015-200.pickle manylnprob(): lnp = [-28484.61878144 -28491.54430177 -28510.92546728 -28486.98984875 -28509.2830342 -28489.92239016 -28486.05757417 -28487.69868228 -28483.26932942 -28481.35091987 -28504.80534757 -28482.00595268 -28486.76639273 -28482.71238851 -28481.19822125 -28483.22374209 -28485.76709968 -28487.19428396 -28482.90092307 -28493.32554946 -28485.09247198 -28483.38241032 -28486.82165278 -28485.18622756 -28483.21243588 -28488.74839288 -28481.24673957 -28483.41794156 -28483.36473257 -28480.68320371 -28480.80727813 -28483.65739927 -28485.09280835 -28500.96461341 -28490.66020444 -28486.67290966 -28483.5121108 -28510.26001274 -28489.40376091 -28480.18489794 -28490.32956564 -28506.9304562 -28517.77893781 -28523.49011085 -28484.12661162 -28481.6614545 -28495.08042376 -28481.43173952 -28484.35742998 -28496.42402603 -28486.84942986 -28488.21464558 -28503.33231476 -28485.67208798 -28482.27654914 -28490.2229855 -28491.91139664 -28480.53882459 -28487.54243356 -28482.88128387 -28489.46923433 -28486.52249423 -28511.77954187 -28481.66279284] manylnprob(): p[0] = [ 1.29045617e+00 2.11983466e+00 8.81863719e-01 -7.91063416e-03 9.24851150e-03 1.11055063e-03 9.09369650e-01 8.55820891e-01] main(): current acceptance fraction: 41.8765547264 MCMC took 85.333185 sec Running MCMC mcmc-default-064-015-201.pickle manylnprob(): lnp = [-28484.10746888 -28489.8220575 -28506.34769421 -28485.64596705 -28479.08463812 -28483.80814508 -28495.58061417 -28491.71580978 -28508.07469299 -28481.72521135 -28483.72612558 -28481.66441541 -28483.30721985 -28482.59732673 -28483.52553972 -28486.53424543 -28485.61895417 -28489.26500521 -28481.412536 -28483.06950566 -28512.8461672 -28499.6694805 -28484.20139146 -28481.36241041 -28492.79352957 -28481.07795704 -28481.13158477 -28483.35610908 -28486.88411555 -28480.7536778 -28482.56404956 -28520.32935901 -28482.9928033 -28491.49911648 -28480.72821181 -28492.16578126 -28482.87493068 -28482.86108552 -28486.10647006 -28480.11098663 -28484.35834622 -28506.66780284 -28481.75491697 -28497.17294406 -28487.7017861 -28492.44856443 -28494.09473611 -28484.11254313 -28483.34388949 -28483.68911331 -28485.21957238 -28489.29051605 -28514.47579249 -28487.39878834 -28481.69793661 -28491.32456341 -28483.90741499 -28506.52392387 -28482.68338717 -28482.57966545 -28481.98269867 -28484.5075044 -28491.30064651 -28482.19429297] manylnprob(): p[0] = [ 1.28916795e+00 2.11732911e+00 8.80191060e-01 -7.91486975e-03 9.26178801e-03 1.11500798e-03 9.10045678e-01 8.54584292e-01] main(): current acceptance fraction: 41.8780940594 MCMC took 84.427033 sec Running MCMC mcmc-default-064-015-202.pickle manylnprob(): lnp = [-28490.83382098 -28484.3423667 -28484.47031238 -28486.99602745 -28497.80145837 -28519.03867161 -28504.19182709 -28491.58161376 -28482.00602139 -28480.8491317 -28481.9423153 -28481.43004888 -28487.99778554 -28482.58823522 -28483.01681715 -28482.27840028 -28484.34985832 -28486.25948762 -28482.45205492 -28481.43933191 -28510.94290365 -28481.08279105 -28484.11194124 -28484.71210756 -28482.31283447 -28482.8187755 -28479.55194865 -28484.41322423 -28489.05551044 -28480.54998011 -28484.19235503 -28483.63858695 -28490.31945537 -28491.00497151 -28489.61876116 -28496.99676237 -28483.0812784 -28482.94877756 -28533.02247621 -28481.14987323 -28513.46612258 -28536.87177079 -28510.35820864 -28486.55300049 -28495.32477375 -28489.29946524 -28487.3896248 -28480.48175687 -28482.90646712 -28530.02714399 -28498.06685649 -28482.13980895 -28506.69357887 -28485.47118411 -28492.6882872 -28481.72423814 -28485.47185546 -28485.87823785 -28487.94948388 -28483.06717192 -28480.99293513 -28488.74114162 -28487.20552582 -28487.89284876] manylnprob(): p[0] = [ 1.29299997e+00 2.12440338e+00 8.84448113e-01 -7.91681062e-03 9.19491453e-03 1.08541148e-03 9.02350516e-01 8.47917004e-01] main(): current acceptance fraction: 41.8642241379 MCMC took 85.293427 sec Running MCMC mcmc-default-064-015-203.pickle manylnprob(): lnp = [-28496.42027394 -28485.68945883 -28482.90123441 -28486.04165081 -28479.9244857 -28482.02471235 -28487.12977402 -28482.89860914 -28489.11703664 -28481.10192721 -28482.92447695 -28480.5987069 -28495.83337712 -28484.76088423 -28481.51843181 -28483.35422722 -28490.37291251 -28524.77285882 -28483.31402646 -28489.23901212 -28482.61536096 -28481.39748251 -28522.91059757 -28488.63057047 -28481.10996948 -28480.78294874 -28488.27187791 -28483.59780703 -28482.18693894 -28480.70135255 -28485.03434401 -28490.92921495 -28482.724974 -28483.8686075 -28498.90772918 -28506.35883218 -28482.97759643 -28482.72262118 -28492.73040376 -28482.49024116 -28484.44849525 -28480.80417504 -28517.20032739 -28486.17541784 -28485.03069209 -28486.23221206 -28502.84639941 -28482.09771022 -28482.92532608 -28484.10807803 -28510.61922861 -28481.81731608 -28507.67496664 -28494.75966598 -28485.00403304 -28482.9788387 -28490.51731974 -28480.78051053 -28486.00591167 -28482.95922851 -28483.88471383 -28490.33649403 -28484.01341719 -28505.52555935] manylnprob(): p[0] = [ 1.29581951e+00 2.12935869e+00 8.87675726e-01 -7.91295110e-03 9.14816840e-03 1.07241459e-03 8.97772715e-01 8.42893197e-01] main(): current acceptance fraction: 41.8581495098 MCMC took 85.219594 sec Running MCMC mcmc-default-064-015-204.pickle manylnprob(): lnp = [-28517.40282066 -28523.45601757 -28481.08860071 -28486.60786483 -28479.78922482 -28484.82198692 -28484.5529337 -28487.93657428 -28483.70608181 -28484.15982677 -28483.03145552 -28506.81314745 -28484.20924632 -28482.55916731 -28523.46490586 -28483.07112004 -28485.06693261 -28489.28951945 -28487.36875437 -28483.48935236 -28482.77901454 -28484.52003897 -28480.90813934 -28481.11273129 -28496.06294539 -28481.26452026 -28484.8098148 -28489.06169875 -28482.48564577 -28513.95205235 -28520.4404328 -28480.61985551 -28489.06656012 -28487.77046389 -28496.38776263 -28488.14600052 -28482.74814264 -28484.64816065 -28480.28244588 -28484.55935504 -28484.70833648 -28534.17288834 -28512.30159323 -28484.28343298 -28487.94894877 -28482.77444998 -28481.85477452 -28485.55106306 -28493.22524479 -28483.09303229 -28484.71115586 -28482.0581006 -28484.36497255 -28486.62194711 -28482.33089966 -28496.56241192 -28484.6371334 -28483.69245895 -28494.88951468 -28482.2439771 -28479.51654298 -28504.06535292 -28482.83081704 -28481.53657048] manylnprob(): p[0] = [ 1.30786352e+00 2.15331357e+00 9.02979811e-01 -7.88331850e-03 9.04608127e-03 1.03459160e-03 8.97420001e-01 8.26722251e-01] main(): current acceptance fraction: 41.8597560976 MCMC took 84.031961 sec Running MCMC mcmc-default-064-015-205.pickle manylnprob(): lnp = [-28487.11365321 -28486.00667262 -28488.27967577 -28539.6021169 -28479.12408747 -28485.36915099 -28503.17254417 -28483.95153554 -28532.56517353 -28488.24106254 -28500.86444901 -28485.4717806 -28483.07755855 -28485.92156094 -28478.80444136 -28485.09011104 -28488.13930145 -28502.57247125 -28483.45883851 -28482.16908145 -28482.96868121 -28483.57799452 -28482.24844161 -28481.97560887 -28480.49563549 -28487.52614013 -28505.95208076 -28482.21040406 -28493.96523615 -28514.50129631 -28493.46138176 -28480.98143968 -28482.48817294 -28483.7093009 -28484.17955438 -28485.93673096 -28486.89207728 -28485.65485233 -28480.07656795 -28483.36040416 -28505.97325415 -28541.88307902 -28481.39279356 -28519.85975473 -28498.65169413 -28482.6623419 -28481.899559 -28480.31954227 -28483.0735609 -28490.88684966 -28482.1133121 -28481.64693832 -28510.10874836 -28489.1891796 -28480.81875088 -28485.20836125 -28492.25194666 -28481.60765051 -28498.20751438 -28482.12398319 -28481.92272308 -28496.01908132 -28479.42971844 -28499.34638525] manylnprob(): p[0] = [ 1.29143394e+00 2.12161570e+00 8.82738034e-01 -7.90453771e-03 9.24696532e-03 1.10220524e-03 9.05281449e-01 8.47306089e-01] main(): current acceptance fraction: 41.838592233 MCMC took 85.225262 sec Running MCMC mcmc-default-064-015-206.pickle manylnprob(): lnp = [-28483.5706643 -28486.5260537 -28482.94130568 -28492.50592991 -28505.73777033 -28481.9950863 -28489.32222497 -28489.62686555 -28510.79681831 -28486.73373608 -28483.10306891 -28487.64944172 -28484.11452195 -28489.7035 -28483.16933987 -28498.43712661 -28492.85332004 -28483.07885599 -28486.49269387 -28484.35256445 -28490.18779454 -28503.73558149 -28480.09575776 -28482.13170423 -28479.96938393 -28491.53772565 -28481.79089131 -28481.32139183 -28496.21194257 -28481.06298344 -28509.75895984 -28482.59814883 -28494.05052877 -28482.85629065 -28487.70034387 -28487.67523984 -28483.03040185 -28488.27498754 -28483.30616776 -28487.68607075 -28483.73005993 -28485.50561305 -28488.1401724 -28490.56343804 -28488.85486314 -28483.34359412 -28482.24131263 -28490.42543807 -28536.37205015 -28508.73584108 -28549.87826115 -28481.79665666 -28488.71251652 -28495.02980181 -28484.51669381 -28484.7727307 -28490.47190959 -28489.80217309 -28485.97065435 -28515.97552346 -28481.86103563 -28489.25242307 -28483.52380557 -28479.11263512] manylnprob(): p[0] = [ 1.28779932e+00 2.11474825e+00 8.78580227e-01 -7.91668449e-03 9.28618372e-03 1.12090165e-03 9.08799431e-01 8.58888906e-01] main(): current acceptance fraction: 41.8100845411 MCMC took 85.369713 sec Running MCMC mcmc-default-064-015-207.pickle manylnprob(): lnp = [-28483.86832707 -28497.45113736 -28481.72008084 -28485.32152107 -28478.84994476 -28481.36647593 -28483.438658 -28489.70080343 -28483.77154223 -28485.23498127 -28481.36174637 -28481.37275102 -28483.21278708 -28492.86064168 -28506.96794607 -28500.15336327 -28503.05706392 -28483.35444736 -28490.71443315 -28492.39198041 -28507.81377666 -28483.59359891 -28484.05372394 -28509.91246073 -28488.63985634 -28482.93472332 -28480.98830137 -28480.62337398 -28493.03038875 -28480.00016254 -28484.25465567 -28478.26348466 -28489.82417703 -28483.33936119 -28485.89995914 -28488.74279246 -28486.86391467 -28484.17146039 -28489.61328393 -28480.9042282 -28484.09665305 -28484.60909968 -28513.38489195 -28490.56731605 -28486.63216256 -28483.49982527 -28493.95893944 -28478.78192879 -28483.59420356 -28517.54047687 -28501.16035872 -28488.46071614 -28494.81257209 -28490.60433528 -28485.41702888 -28504.76856791 -28484.19910564 -28483.45847078 -28488.72236868 -28482.16865607 -28486.76113198 -28493.7114697 -28481.58012972 -28480.70162172] manylnprob(): p[0] = [ 1.28844268e+00 2.11579430e+00 8.79368647e-01 -7.91471073e-03 9.27534852e-03 1.11940601e-03 9.09356113e-01 8.59220686e-01] main(): current acceptance fraction: 41.7893629808 MCMC took 84.446062 sec Running MCMC mcmc-default-064-015-208.pickle manylnprob(): lnp = [-28483.83033571 -28524.0567007 -28516.71819744 -28489.39672679 -28478.89141515 -28481.94546871 -28488.90317723 -28502.2708852 -28534.26760185 -28494.69228254 -28480.64558713 -28483.65527479 -28500.57312544 -28489.41032405 -28489.79960046 -28489.12658813 -28489.07494465 -28489.60967191 -28486.76376905 -28481.11517297 -28484.96914143 -28486.43911171 -28484.23459464 -28482.62549846 -28480.42316055 -28483.87311448 -28486.67235738 -28480.30685314 -28483.75136489 -28479.99587845 -28480.35709487 -28480.14715254 -28492.11745857 -28485.48737101 -28508.25592136 -28488.54360772 -28482.6667697 -28479.12920112 -28484.33796728 -28481.86926878 -28482.87620477 -28517.58589485 -28487.20260807 -28492.7113387 -28489.03072071 -28480.94090632 -28482.09999444 -28482.30817274 -28483.08617327 -28517.21535281 -28484.70917522 -28480.1447116 -28482.11910567 -28509.51102449 -28484.31335349 -28497.43149253 -28486.65367196 -28478.97177179 -28501.99838686 -28482.06404297 -28483.05348606 -28486.89555375 -28481.55995859 -28511.11047616] manylnprob(): p[0] = [ 1.28490602e+00 2.10904687e+00 8.74935029e-01 -7.92492754e-03 9.30389635e-03 1.13500687e-03 9.14153903e-01 8.47159516e-01] main(): current acceptance fraction: 41.8062200957 MCMC took 85.411246 sec Running MCMC mcmc-default-064-015-209.pickle manylnprob(): lnp = [-28486.923471 -28482.95258406 -28486.21444472 -28494.88257674 -28478.97319808 -28483.96550868 -28486.87412464 -28483.62082083 -28516.42078613 -28483.81641104 -28480.00549723 -28481.85194709 -28487.32251667 -28503.03003461 -28482.96839556 -28484.96838676 -28485.56147639 -28483.25957904 -28487.05793138 -28481.67776782 -28484.84633629 -28518.60716293 -28487.3458256 -28481.22561403 -28480.92193707 -28508.48751286 -28479.95409236 -28479.71804855 -28481.76388086 -28484.29274923 -28480.32950063 -28511.66787509 -28516.52481128 -28524.90901183 -28482.29036991 -28491.46592468 -28484.65053058 -28479.0494965 -28479.59735825 -28480.66240831 -28483.19726458 -28483.06952039 -28510.1765238 -28498.5159168 -28492.85581648 -28480.67278056 -28479.76598627 -28479.52607998 -28483.92101813 -28482.48279369 -28482.51273619 -28481.37416982 -28489.33008426 -28528.75449439 -28484.99262874 -28492.58041474 -28488.78892752 -28479.15711265 -28497.68469737 -28512.89989455 -28482.93578741 -28486.8037011 -28484.08039854 -28482.11823658] manylnprob(): p[0] = [ 1.28988731e+00 2.11853414e+00 8.81177817e-01 -7.91612089e-03 9.25279870e-03 1.11029651e-03 9.09114251e-01 8.63602761e-01] main(): current acceptance fraction: 41.8303571429 MCMC took 85.078148 sec Plotting trajectory traj-default-064-015-210.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-210.png Running MCMC mcmc-default-064-015-210.pickle manylnprob(): lnp = [-28483.40737907 -28492.74421623 -28484.19384581 -28490.67142106 -28507.2061261 -28504.03112465 -28503.84134775 -28481.69722522 -28524.9267524 -28481.06261909 -28480.66568291 -28481.40937474 -28493.9407449 -28491.23897212 -28487.88682938 -28493.38024079 -28483.57776012 -28482.52282367 -28486.10431361 -28513.62372787 -28484.72434946 -28479.76639164 -28520.28526716 -28485.23071504 -28482.17337048 -28482.03664685 -28481.45638396 -28494.91676398 -28479.38366061 -28516.4236593 -28481.82821863 -28478.50787398 -28513.62451125 -28482.27377378 -28485.02022555 -28488.19608988 -28490.21706239 -28481.03332838 -28478.81310183 -28480.40140311 -28485.71741255 -28507.32950723 -28480.6299093 -28486.79683137 -28544.30233963 -28482.29521016 -28489.33079589 -28484.75577944 -28484.47963624 -28482.45317974 -28487.09976143 -28481.72383199 -28480.73688112 -28525.20253651 -28499.12561024 -28483.23812061 -28481.75047728 -28479.82091871 -28495.56069823 -28481.82238344 -28481.92439852 -28488.97207776 -28484.54477496 -28485.26162984] manylnprob(): p[0] = [ 1.28205157e+00 2.10308641e+00 8.71353878e-01 -7.95414055e-03 9.30164627e-03 1.12281971e-03 9.13875393e-01 8.57762951e-01] main(): current acceptance fraction: 41.7950236967 MCMC took 85.147418 sec Running MCMC mcmc-default-064-015-211.pickle manylnprob(): lnp = [-28483.35359323 -28484.33291137 -28483.50464447 -28492.48901226 -28490.55024432 -28483.26911745 -28494.84384545 -28481.95735737 -28481.24075256 -28480.59983413 -28485.68625713 -28480.51178548 -28482.27460203 -28517.54101856 -28481.99770777 -28484.87371594 -28482.14986837 -28486.67915647 -28482.8687647 -28481.74322582 -28482.55529553 -28479.47665146 -28485.90543773 -28496.57750166 -28479.68857212 -28482.26683422 -28480.97989799 -28480.95283979 -28479.38307647 -28502.74520212 -28480.01609935 -28478.37283588 -28540.13438018 -28493.54247803 -28496.76480395 -28504.29523786 -28481.41118204 -28484.19759371 -28479.65683712 -28496.38590366 -28488.44652464 -28495.50265483 -28488.69397186 -28492.39261403 -28484.35016078 -28482.01729898 -28483.47192308 -28479.80871953 -28483.91330296 -28480.22486255 -28482.07190299 -28481.74721734 -28483.14872702 -28482.78710995 -28484.23075011 -28484.91638487 -28481.91341984 -28480.15516231 -28512.63084131 -28482.37329761 -28495.45501422 -28495.99038752 -28502.53533945 -28483.62104461] manylnprob(): p[0] = [ 1.28232767e+00 2.10359404e+00 8.71708575e-01 -7.95042351e-03 9.30364095e-03 1.12431533e-03 9.13744276e-01 8.58630986e-01] main(): current acceptance fraction: 41.782134434 MCMC took 85.227618 sec Running MCMC mcmc-default-064-015-212.pickle manylnprob(): lnp = [-28482.50468513 -28509.53533364 -28482.2997465 -28493.70472372 -28478.74143081 -28526.32474893 -28488.44938676 -28480.37828726 -28483.41965401 -28503.87992041 -28480.34885056 -28480.412425 -28483.7878347 -28488.78249486 -28481.03109572 -28486.71146278 -28516.69538245 -28482.44870705 -28482.35302726 -28481.06036968 -28481.06676834 -28503.68734783 -28489.21896551 -28490.71945751 -28492.21104906 -28483.0912979 -28486.72621534 -28482.30877624 -28479.14913679 -28498.91448904 -28485.14576144 -28479.55688651 -28482.51905254 -28487.73133875 -28482.04238718 -28489.29979782 -28482.81012064 -28481.84072249 -28480.56350423 -28489.60299393 -28481.79277684 -28515.77930701 -28483.36368706 -28481.62864794 -28486.85007042 -28480.17714816 -28480.32184345 -28481.48818095 -28507.14569902 -28483.04591937 -28482.59522499 -28483.88523682 -28480.9457421 -28496.39992393 -28485.61822535 -28486.30540605 -28481.7393632 -28478.28101515 -28481.56900552 -28482.06526055 -28488.32108797 -28509.80381766 -28479.71836422 -28519.35513039] manylnprob(): p[0] = [ 1.28246462e+00 2.10374682e+00 8.71948467e-01 -7.96970206e-03 9.26629240e-03 1.10353315e-03 9.15875093e-01 8.68370191e-01] main(): current acceptance fraction: 41.7767018779 MCMC took 85.056994 sec Running MCMC mcmc-default-064-015-213.pickle manylnprob(): lnp = [-28485.73200539 -28486.07376277 -28485.29449302 -28485.3936639 -28479.26318437 -28569.78670991 -28494.30214788 -28483.96594657 -28483.76726161 -28480.87579679 -28481.11129047 -28481.53908236 -28483.62084037 -28504.91508424 -28480.74654356 -28489.58550996 -28483.81164526 -28485.75701925 -28485.52695533 -28487.24936941 -28495.45485936 -28484.41827653 -28483.95953673 -28496.65588256 -28496.4916174 -28525.48038656 -28479.82561782 -28480.57947216 -28479.93135578 -28481.5433885 -28482.51469316 -28480.69000135 -28489.77466078 -28491.85509978 -28481.37484379 -28487.20192271 -28481.10756419 -28490.06582258 -28482.69955807 -28480.79960905 -28482.81729129 -28506.06166891 -28486.98735673 -28483.02162402 -28481.09121722 -28494.01118646 -28483.5752951 -28498.06795722 -28535.36341244 -28483.93028346 -28487.69105267 -28480.11690256 -28480.33101907 -28481.63175285 -28485.37981019 -28485.79906448 -28482.21995489 -28479.39910198 -28481.52005402 -28478.34935266 -28482.99815106 -28507.8286938 -28480.02244729 -28481.95130121] manylnprob(): p[0] = [ 1.28248903e+00 2.10366105e+00 8.71992008e-01 -7.97217084e-03 9.26100432e-03 1.10241802e-03 9.16861401e-01 8.70565438e-01] main(): current acceptance fraction: 41.742114486 MCMC took 84.642411 sec Running MCMC mcmc-default-064-015-214.pickle manylnprob(): lnp = [-28483.25013319 -28513.71718649 -28485.28713453 -28485.78984482 -28502.35141175 -28489.07931564 -28492.75844679 -28511.24074156 -28481.12662939 -28483.02361729 -28486.22168096 -28481.49842617 -28485.31425684 -28490.42698296 -28488.88904952 -28489.70075122 -28483.45259858 -28487.95446509 -28490.70839781 -28492.23749046 -28482.88276891 -28483.43857643 -28487.05322328 -28534.11243759 -28478.21748693 -28483.06609774 -28481.71531445 -28480.8886413 -28481.21451564 -28479.24595846 -28484.20435838 -28480.87923846 -28493.72128903 -28508.71342803 -28488.0858984 -28538.15274752 -28481.36230732 -28481.95478927 -28486.14592071 -28487.26684145 -28483.22341312 -28481.60217533 -28488.65867613 -28479.07265561 -28484.76807839 -28480.92723206 -28482.00401666 -28480.91002969 -28517.50174281 -28481.79236553 -28488.9554931 -28483.27113417 -28481.28018121 -28480.84553935 -28482.09541122 -28480.22690194 -28482.76411434 -28482.60051062 -28492.86548705 -28480.91046228 -28490.89115531 -28491.80432133 -28491.03137421 -28495.88986149] manylnprob(): p[0] = [ 1.28517317e+00 2.10874547e+00 8.75508720e-01 -7.99320795e-03 9.21255891e-03 1.07284909e-03 9.14847888e-01 8.61862319e-01] main(): current acceptance fraction: 41.7223837209 MCMC took 85.483881 sec Running MCMC mcmc-default-064-015-215.pickle manylnprob(): lnp = [-28485.05117324 -28483.46176974 -28480.78651723 -28529.44396307 -28479.748455 -28490.83864183 -28487.55467287 -28483.568657 -28483.25227093 -28500.73872878 -28498.74890117 -28481.8652433 -28493.15306295 -28482.38660763 -28482.49378866 -28493.69810804 -28484.00465262 -28489.63933591 -28487.50876249 -28501.19378944 -28482.88467303 -28491.09940209 -28550.92705126 -28494.68059637 -28477.64519284 -28481.50330519 -28481.80700614 -28480.15352547 -28482.56047884 -28479.87567512 -28488.91331122 -28522.96470196 -28493.82896607 -28483.73133998 -28487.17952042 -28487.80147137 -28481.38825837 -28484.99990395 -28498.40751908 -28479.38707503 -28482.51707925 -28483.40374942 -28510.31896202 -28479.2699247 -28484.61020758 -28487.56887675 -28481.8312659 -28484.75275121 -28539.46852157 -28482.48743734 -28484.80300168 -28480.85337674 -28481.22105481 -28485.60433735 -28481.62565797 -28479.781148 -28483.39753533 -28479.32128314 -28501.76323683 -28480.19238184 -28488.98004974 -28527.30422686 -28480.89505781 -28497.18797489] manylnprob(): p[0] = [ 1.28716936e+00 2.11225378e+00 8.77742292e-01 -7.98102790e-03 9.20750843e-03 1.06833611e-03 9.13133207e-01 8.78802421e-01] main(): current acceptance fraction: 41.7100694444 MCMC took 84.996494 sec Running MCMC mcmc-default-064-015-216.pickle manylnprob(): lnp = [-28486.71429607 -28515.023752 -28500.39180924 -28486.93125447 -28478.85264135 -28482.67565212 -28490.67812499 -28483.45289831 -28485.22912483 -28493.24798035 -28529.92069743 -28516.59667818 -28488.22172353 -28488.08725476 -28481.7600094 -28499.36496646 -28483.77573313 -28483.43169569 -28483.63629959 -28500.85416952 -28488.4005969 -28486.16481364 -28483.98245596 -28492.7788518 -28477.5571788 -28484.03534688 -28479.51716808 -28485.84652215 -28482.6872396 -28500.33237411 -28482.3661922 -28480.88933607 -28481.3428845 -28483.70400986 -28482.11016624 -28485.95528124 -28481.80069002 -28483.99716268 -28506.56672297 -28480.70719202 -28482.22901098 -28483.64974438 -28481.9643043 -28477.66872511 -28483.23050732 -28482.77268078 -28481.93596358 -28483.05960242 -28514.75771884 -28482.74357814 -28505.17992009 -28487.51814091 -28480.86484237 -28502.03587979 -28490.66841606 -28481.50380524 -28485.01081515 -28479.63902044 -28490.16934591 -28476.80198865 -28482.8346902 -28489.68074734 -28482.82902784 -28499.31197083] manylnprob(): p[0] = [ 1.28890289e+00 2.11541293e+00 8.80018079e-01 -7.98998684e-03 9.17189263e-03 1.04711968e-03 9.16577211e-01 8.86540933e-01] main(): current acceptance fraction: 41.7050691244 MCMC took 85.448111 sec Running MCMC mcmc-default-064-015-217.pickle manylnprob(): lnp = [-28499.61479826 -28483.16673915 -28500.84182436 -28486.3820488 -28478.95812408 -28482.57059661 -28499.92116457 -28509.31639909 -28481.24467859 -28480.86435579 -28489.06964778 -28503.46929089 -28483.23235791 -28490.02806011 -28488.09593795 -28484.52499545 -28481.83852399 -28482.83408104 -28490.81255247 -28480.99308061 -28488.48454343 -28507.4597727 -28508.49980516 -28482.1206938 -28477.78806091 -28505.43119491 -28480.33342495 -28480.70558946 -28495.36449782 -28508.01099139 -28507.78442852 -28481.08227039 -28482.0693691 -28482.60108114 -28482.49585195 -28489.20210262 -28482.61488789 -28485.66373141 -28481.88028436 -28481.96242038 -28481.47745687 -28516.41256095 -28478.8644009 -28488.61168468 -28484.08786259 -28494.49095775 -28480.91008753 -28517.65825075 -28480.78288876 -28518.16773624 -28484.38053234 -28480.36009016 -28482.24529735 -28481.23467037 -28481.79324327 -28481.00501237 -28501.49166313 -28478.65634453 -28479.96768249 -28517.95133779 -28481.62508935 -28515.50641076 -28481.20097311 -28485.33907982] manylnprob(): p[0] = [ 1.29926108e+00 2.13513471e+00 8.93068554e-01 -7.97320392e-03 9.07042770e-03 9.95730368e-04 9.13809404e-01 9.07166409e-01] main(): current acceptance fraction: 41.7144495413 MCMC took 86.100343 sec Running MCMC mcmc-default-064-015-218.pickle manylnprob(): lnp = [-28499.44213935 -28488.54760128 -28480.7063968 -28531.79640409 -28479.94560162 -28493.65241779 -28483.95449775 -28509.64171699 -28482.16273416 -28500.30047134 -28480.70857332 -28480.0230585 -28481.47083613 -28490.276253 -28480.28721311 -28499.04346467 -28484.65925384 -28482.40322419 -28489.81943264 -28480.26003021 -28515.12607775 -28483.69954028 -28482.11969136 -28537.7775304 -28477.3918302 -28479.92731309 -28488.57008471 -28480.01983388 -28481.49706061 -28479.99941356 -28482.20502764 -28480.61430932 -28480.98879965 -28496.36196761 -28484.72178597 -28530.76751848 -28480.70853198 -28499.0270266 -28482.73979309 -28484.68045509 -28480.20468945 -28505.71802379 -28481.63965529 -28479.49367183 -28484.37883609 -28483.12842932 -28492.56722895 -28481.9566149 -28481.19175395 -28481.88275641 -28488.92433541 -28480.79175088 -28479.39484836 -28481.2094997 -28488.14093806 -28484.65581998 -28485.24516399 -28478.97684595 -28481.86518929 -28494.29145715 -28484.16032712 -28491.50038188 -28480.1632899 -28485.72233384] manylnprob(): p[0] = [ 1.29182249e+00 2.12011262e+00 8.83517571e-01 -8.03052044e-03 9.06934619e-03 9.97623679e-04 9.13778583e-01 9.06076783e-01] main(): current acceptance fraction: 41.6952054795 MCMC took 85.099688 sec Running MCMC mcmc-default-064-015-219.pickle manylnprob(): lnp = [-28521.01723764 -28488.52232892 -28480.98080755 -28480.12307019 -28480.66793948 -28484.10508469 -28512.51732802 -28512.11965746 -28485.64359889 -28510.31928629 -28483.81001534 -28508.31772524 -28485.9260636 -28506.63975436 -28481.19806196 -28500.09369097 -28503.49480255 -28480.48296688 -28493.59325286 -28481.56777532 -28481.70344933 -28486.73869187 -28483.14904572 -28499.91156168 -28478.73158966 -28490.42031526 -28490.35138551 -28486.10721204 -28489.5476398 -28479.73721143 -28480.35784907 -28480.61185606 -28481.76570906 -28518.14559085 -28481.48632835 -28528.84255211 -28535.75800433 -28503.54041748 -28491.6727441 -28484.16368197 -28481.03130264 -28507.67981834 -28480.99131591 -28480.18105483 -28486.90269534 -28483.77064275 -28486.66937217 -28484.76220649 -28480.70613697 -28481.8285241 -28513.09613451 -28480.48647259 -28478.34278417 -28488.91104831 -28491.07783867 -28483.60272442 -28486.15637364 -28478.93915309 -28503.75753747 -28496.45503811 -28496.20474041 -28520.46707767 -28488.42776189 -28486.57317949] manylnprob(): p[0] = [ 1.29115459e+00 2.11773521e+00 8.82896378e-01 -8.07933403e-03 8.99578917e-03 9.51315945e-04 9.26571771e-01 9.35074628e-01] main(): current acceptance fraction: 41.5980113636 MCMC took 84.902126 sec Plotting trajectory traj-default-064-015-220.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-220.png Running MCMC mcmc-default-064-015-220.pickle manylnprob(): lnp = [-28528.74013148 -28488.44718066 -28481.56495837 -28481.70429705 -28491.77894758 -28483.60200946 -28480.1581158 -28480.27563018 -28515.0298319 -28515.97291144 -28479.14381482 -28479.64673074 -28489.03946499 -28486.87861302 -28485.52962705 -28483.31909568 -28499.71037287 -28495.76860521 -28506.43097012 -28479.7055539 -28497.91166196 -28545.21533409 -28494.73327759 -28479.39554997 -28478.91479606 -28497.75517005 -28494.95848252 -28489.51411739 -28490.92170217 -28507.43203381 -28480.91669177 -28478.69027209 -28481.00237962 -28483.65367448 -28514.51370627 -28489.25746687 -28481.70530894 -28485.65004194 -28482.94774408 -28481.36082284 -28478.58848562 -28485.44799467 -28481.01585559 -28480.31316931 -28490.84995592 -28487.13460374 -28490.36024678 -28483.01584877 -28532.52525979 -28496.05289531 -28483.74530012 -28480.41640571 -28483.99040194 -28486.81510257 -28505.39881498 -28480.03403665 -28489.28916196 -28479.46943742 -28481.78988954 -28490.96325329 -28496.99994362 -28488.56971501 -28480.90084271 -28486.44642908] manylnprob(): p[0] = [ 1.29233749e+00 2.11879771e+00 8.83171174e-01 -8.09381618e-03 8.94579487e-03 9.55874558e-04 9.09034100e-01 9.12709279e-01] main(): current acceptance fraction: 41.5582579186 MCMC took 84.782276 sec Running MCMC mcmc-default-064-015-221.pickle manylnprob(): lnp = [-28487.35316734 -28516.75797241 -28509.38670884 -28480.74170247 -28491.89976957 -28476.42316032 -28479.63753317 -28486.97888622 -28480.23861685 -28479.44246945 -28481.29520711 -28478.16179716 -28506.0015972 -28486.6403153 -28493.01416421 -28489.17277413 -28487.70514634 -28486.48477894 -28482.85486539 -28479.47139245 -28480.21279393 -28498.43496581 -28483.66778362 -28482.57875459 -28478.31169041 -28498.55890597 -28492.89198038 -28481.04858457 -28482.53192187 -28521.46449798 -28478.72456903 -28479.20126154 -28484.88322563 -28481.81022387 -28484.58690956 -28495.50010765 -28490.86406749 -28483.99514055 -28545.51663321 -28493.14946707 -28483.96066938 -28531.39006218 -28495.88921576 -28480.45707249 -28482.48567916 -28483.82154208 -28486.13041502 -28484.67187543 -28482.01408925 -28536.34025887 -28509.68288043 -28482.35590395 -28511.84289861 -28481.04551754 -28481.95920168 -28480.15058839 -28493.35179052 -28478.83249832 -28484.02032768 -28494.76398723 -28489.91167066 -28514.37258915 -28482.07471791 -28481.27303284] manylnprob(): p[0] = [ 1.28892632e+00 2.11537949e+00 8.80035487e-01 -7.99082216e-03 9.16880415e-03 1.04634878e-03 9.16191349e-01 8.88769023e-01] main(): current acceptance fraction: 41.5259009009 MCMC took 85.265311 sec Running MCMC mcmc-default-064-015-222.pickle manylnprob(): lnp = [-28483.51552283 -28481.99351566 -28483.147387 -28492.26973118 -28480.87921218 -28476.02511249 -28480.79277205 -28480.51227163 -28481.10741323 -28480.24053714 -28502.10895886 -28477.35953576 -28483.0372102 -28490.05730819 -28506.14072211 -28486.89766814 -28484.51620799 -28481.60728303 -28489.62400029 -28480.16534746 -28480.70840683 -28506.3264142 -28482.56074221 -28485.43050254 -28484.03874132 -28480.48251717 -28488.28895602 -28488.60519585 -28495.80102708 -28499.34401082 -28480.44960945 -28479.01874419 -28481.77879119 -28482.33296585 -28496.23103257 -28514.17413066 -28498.80548803 -28484.47613089 -28489.51575099 -28487.53687665 -28477.91058749 -28489.18437004 -28487.54987803 -28482.10234819 -28496.4576845 -28483.8297646 -28494.95906083 -28482.4558507 -28537.80644792 -28481.4817791 -28483.85303454 -28482.99013346 -28534.20471374 -28484.7936696 -28481.36420255 -28478.87712143 -28501.8233072 -28479.94538426 -28495.59085681 -28495.3097552 -28483.23401479 -28483.32972677 -28485.58695263 -28488.77265779] manylnprob(): p[0] = [ 1.28739617e+00 2.11293506e+00 8.78047720e-01 -7.97094472e-03 9.22383195e-03 1.06976546e-03 9.15596089e-01 8.73218301e-01] main(): current acceptance fraction: 41.4658071749 MCMC took 85.352498 sec Running MCMC mcmc-default-064-015-223.pickle manylnprob(): lnp = [-28494.02714857 -28512.94552832 -28502.80656854 -28480.27572093 -28480.94934521 -28476.23420864 -28481.01581831 -28481.87535022 -28508.61485399 -28504.47252927 -28479.4177564 -28507.41439753 -28494.91295046 -28480.82340203 -28499.11170428 -28483.82052262 -28499.47054877 -28485.30122015 -28494.85184744 -28495.49394699 -28495.7452738 -28491.62939527 -28481.14959445 -28479.47611955 -28499.76444836 -28482.43025757 -28479.51754404 -28487.24294662 -28482.65165336 -28480.64155553 -28488.3427966 -28479.553564 -28481.74382462 -28482.76679535 -28486.20499968 -28506.56666315 -28482.56161651 -28500.07745972 -28482.51714723 -28487.15795435 -28478.56161153 -28512.83525699 -28480.31176534 -28483.3728126 -28479.94599099 -28489.31745723 -28482.03445499 -28494.96563683 -28486.287916 -28495.43451997 -28492.8120428 -28490.24735407 -28480.20124076 -28490.63776482 -28491.09289072 -28483.81883611 -28509.23879732 -28495.24685622 -28483.72285714 -28495.72022649 -28482.57033624 -28482.96968057 -28492.37431996 -28485.91476239] manylnprob(): p[0] = [ 1.29046084e+00 2.11768589e+00 8.81630159e-01 -7.98971314e-03 9.14002664e-03 1.03857226e-03 9.14090582e-01 8.76940559e-01] main(): current acceptance fraction: 41.40625 MCMC took 84.464061 sec Running MCMC mcmc-default-064-015-224.pickle manylnprob(): lnp = [-28495.81760281 -28480.24132923 -28485.67988356 -28482.98920951 -28480.79417328 -28477.27344214 -28483.37197292 -28478.86795912 -28509.85245034 -28481.11530263 -28478.18382416 -28477.26636711 -28487.4451362 -28482.37750022 -28486.50927938 -28493.33117277 -28487.38822997 -28483.80084504 -28498.40129343 -28479.76415298 -28491.07092818 -28493.33751128 -28480.77589772 -28482.44781348 -28479.16933444 -28490.84182526 -28481.15754023 -28483.10583648 -28489.23403264 -28479.65752313 -28478.56394615 -28479.92944124 -28497.67831949 -28481.9787502 -28486.81348901 -28498.54372057 -28480.23876612 -28488.98187725 -28537.75602825 -28479.69479493 -28479.6081896 -28483.08674568 -28479.90487693 -28481.58520348 -28524.12442669 -28482.91685916 -28487.009239 -28483.09997072 -28481.76240551 -28490.8681267 -28486.13992992 -28501.79880288 -28486.12985238 -28480.55917547 -28479.8629217 -28498.32772757 -28489.14344093 -28480.38352052 -28508.40610519 -28477.48251338 -28482.62728982 -28496.62866475 -28493.81693054 -28530.85180815] manylnprob(): p[0] = [ 1.29298145e+00 2.12240011e+00 8.84935184e-01 -7.98281342e-03 9.12619577e-03 1.00507236e-03 9.13602737e-01 8.97154460e-01] main(): current acceptance fraction: 41.3888888889 MCMC took 85.426497 sec Running MCMC mcmc-default-064-015-225.pickle manylnprob(): lnp = [-28483.24514386 -28505.4300478 -28482.39376877 -28479.20425213 -28480.09177862 -28477.61064393 -28496.40134744 -28478.08790694 -28491.25372675 -28515.48643961 -28479.94217444 -28479.67842309 -28482.00907013 -28480.50256589 -28491.73435433 -28489.25430123 -28506.59836227 -28491.92327619 -28489.16342576 -28489.60326565 -28504.06223804 -28529.11677459 -28482.03564496 -28479.36498212 -28474.08605777 -28490.96540495 -28482.20535577 -28491.72977567 -28483.14007855 -28483.55178048 -28480.43576969 -28487.9598156 -28481.76275015 -28486.00749958 -28486.83705234 -28493.06894584 -28517.37120894 -28484.9711435 -28482.72030078 -28479.05839431 -28478.77022348 -28515.06363671 -28488.09941973 -28515.72841406 -28495.210017 -28493.92747345 -28512.75250432 -28490.8314655 -28481.52857755 -28484.71780526 -28527.24413629 -28540.33731004 -28479.78375017 -28488.08380711 -28480.3770035 -28480.64527822 -28488.9948914 -28479.97374641 -28512.60706723 -28490.37582721 -28479.25914626 -28483.17348055 -28481.02608044 -28488.95972216] manylnprob(): p[0] = [ 1.28592886e+00 2.11059550e+00 8.76324304e-01 -7.95647057e-03 9.25567195e-03 1.08697510e-03 9.16588870e-01 8.64253940e-01] main(): current acceptance fraction: 41.3647676991 MCMC took 84.856373 sec Running MCMC mcmc-default-064-015-226.pickle manylnprob(): lnp = [-28482.88043682 -28478.77270776 -28499.62562917 -28492.35855795 -28508.6907067 -28482.97843225 -28481.26627933 -28480.03895927 -28484.11117317 -28567.45941503 -28480.36572983 -28515.84401185 -28484.15630037 -28490.71689634 -28489.71562258 -28483.11384925 -28483.65688125 -28481.82722097 -28488.62794013 -28553.20483934 -28481.66829848 -28486.00599494 -28487.45986757 -28479.39519126 -28478.1901225 -28481.80271688 -28487.98472182 -28482.60377936 -28498.77892355 -28479.39407944 -28481.99629111 -28480.79405024 -28509.00746214 -28484.89728729 -28483.33681467 -28488.05634798 -28485.85938769 -28480.98666014 -28482.73355117 -28478.98604425 -28478.11724208 -28501.38756737 -28486.6028994 -28481.47947755 -28489.88594973 -28508.06671688 -28483.5439467 -28481.29919463 -28481.09246836 -28488.73956477 -28532.62486134 -28491.12597341 -28481.81573461 -28482.09917297 -28481.71599323 -28484.28534725 -28497.53471722 -28479.99724963 -28486.20994344 -28494.23736556 -28478.50410614 -28500.77483845 -28530.15252718 -28520.04178166] manylnprob(): p[0] = [ 1.28550731e+00 2.10976242e+00 8.75719397e-01 -7.96581529e-03 9.25885565e-03 1.09227277e-03 9.16274717e-01 8.64334282e-01] main(): current acceptance fraction: 41.3546255507 MCMC took 85.219495 sec Running MCMC mcmc-default-064-015-227.pickle manylnprob(): lnp = [-28482.11844829 -28479.96175007 -28482.25362625 -28495.66621344 -28537.33463287 -28496.0389286 -28483.3921586 -28497.64397324 -28481.34651484 -28505.12417953 -28556.71058516 -28491.79747896 -28509.38427856 -28480.1662712 -28482.61029938 -28484.03273723 -28484.06737925 -28482.59927931 -28481.65299522 -28539.75306344 -28488.02387598 -28527.24589675 -28488.60241624 -28508.60053616 -28474.66238307 -28482.02548995 -28486.77858836 -28482.77603854 -28489.84852142 -28479.38181305 -28496.00848707 -28479.88850432 -28493.94813479 -28484.20850038 -28481.29981109 -28506.20610717 -28480.23116425 -28481.56347023 -28481.82324952 -28479.41643536 -28483.58770553 -28481.34131462 -28487.49472789 -28499.53972078 -28482.8870876 -28482.5430588 -28483.63980398 -28482.05514743 -28483.60271082 -28485.84533406 -28534.32558256 -28491.77424278 -28479.15794728 -28485.34495927 -28479.84668123 -28585.97410878 -28533.03672669 -28481.92083038 -28485.36438772 -28481.13209284 -28478.31321513 -28487.43148962 -28481.865303 -28482.82887285] manylnprob(): p[0] = [ 1.28874603e+00 2.11592320e+00 8.79803114e-01 -7.96988877e-03 9.21242279e-03 1.06405104e-03 9.15147009e-01 8.70330628e-01] main(): current acceptance fraction: 41.3103070175 MCMC took 84.872899 sec Running MCMC mcmc-default-064-015-228.pickle manylnprob(): lnp = [-28482.09011353 -28479.68364925 -28509.14419977 -28492.16305245 -28483.4218645 -28495.287539 -28484.59482699 -28479.03826129 -28496.49394382 -28480.48873444 -28478.57275467 -28478.55333396 -28491.90727377 -28498.86870685 -28490.24875668 -28489.61198994 -28489.47942908 -28479.64594943 -28481.72985439 -28498.74770482 -28482.4995274 -28483.65471473 -28492.47035727 -28481.85536225 -28475.58799979 -28482.11816071 -28520.32586024 -28480.85405064 -28488.39875078 -28482.81182054 -28478.75781989 -28479.11871144 -28480.65015796 -28482.42384793 -28480.79414579 -28488.42402817 -28479.43060012 -28492.9084415 -28487.62986349 -28478.98131996 -28483.61719377 -28479.97241143 -28482.50026082 -28604.27566153 -28482.53822227 -28484.86619391 -28486.39340783 -28482.7741314 -28482.70365571 -28491.06957278 -28533.54289987 -28495.1056553 -28478.64993562 -28493.17699985 -28481.39250627 -28482.52907979 -28490.41237478 -28479.60789257 -28491.95746986 -28479.30895755 -28478.90886345 -28488.27516895 -28480.17150762 -28493.74109717] manylnprob(): p[0] = [ 1.28789789e+00 2.11446455e+00 8.78750482e-01 -7.97568431e-03 9.21198541e-03 1.06439679e-03 9.14924775e-01 8.68328916e-01] main(): current acceptance fraction: 41.2868449782 MCMC took 84.549838 sec Running MCMC mcmc-default-064-015-229.pickle manylnprob(): lnp = [-28491.69130011 -28510.07029068 -28481.11306601 -28480.46545334 -28480.30006335 -28483.31615717 -28482.68327153 -28480.97448811 -28485.49258159 -28480.485881 -28480.59949541 -28479.4045856 -28484.36600326 -28484.39421766 -28494.44110554 -28482.03939657 -28482.02725578 -28484.84027981 -28485.33756228 -28479.9478368 -28480.56950129 -28495.65439429 -28479.68359727 -28483.187693 -28471.50780641 -28480.64088562 -28486.95494179 -28480.21229214 -28483.39881123 -28483.94613728 -28489.321882 -28478.84818847 -28492.41045235 -28490.22004911 -28484.89829636 -28486.45163725 -28485.80441918 -28480.79947721 -28492.69880057 -28482.24246068 -28483.35587321 -28480.01801979 -28510.41946538 -28483.51906678 -28484.28308461 -28481.55494418 -28482.60516269 -28480.60447127 -28538.82633321 -28518.59440196 -28483.21328766 -28482.68310874 -28479.14834017 -28484.90785432 -28506.96381796 -28482.45482492 -28481.2067072 -28494.57759318 -28483.55025776 -28495.18369381 -28478.98392154 -28480.93867023 -28482.13831549 -28486.57518813] manylnprob(): p[0] = [ 1.28522482e+00 2.10805295e+00 8.74973771e-01 -7.95942308e-03 9.25095523e-03 1.08527687e-03 9.12927527e-01 8.98318335e-01] main(): current acceptance fraction: 41.2839673913 MCMC took 85.556874 sec Plotting trajectory traj-default-064-015-230.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-230.png Running MCMC mcmc-default-064-015-230.pickle manylnprob(): lnp = [-28507.0322882 -28512.05300827 -28480.64767864 -28482.40972554 -28481.26508307 -28477.50586085 -28481.4166657 -28479.5268578 -28491.91344039 -28479.26550555 -28518.81078266 -28501.3030893 -28503.99667025 -28483.100187 -28479.85579134 -28488.32762447 -28483.93969302 -28480.56670725 -28502.87050003 -28513.06106842 -28479.47545777 -28492.16719881 -28495.32202605 -28511.52076019 -28475.29250642 -28479.59088193 -28489.41680248 -28479.57235124 -28484.7002377 -28519.47368846 -28499.73051324 -28479.85420537 -28491.12155567 -28496.66953415 -28482.31140761 -28486.40114878 -28485.81556142 -28491.94448356 -28484.19380576 -28488.02302362 -28485.0947149 -28510.0146016 -28487.31940155 -28496.99985528 -28481.95426232 -28482.71576033 -28485.08074751 -28480.95485868 -28481.83258832 -28498.30628194 -28515.82988599 -28483.1958961 -28477.96269043 -28507.02904968 -28520.84766308 -28482.24658194 -28481.05807764 -28478.05972761 -28517.50416132 -28478.21712887 -28478.46113901 -28482.39958115 -28511.93937528 -28491.69171368] manylnprob(): p[0] = [ 1.29389422e+00 2.12400002e+00 8.85342132e-01 -7.93290962e-03 9.20477114e-03 1.06614437e-03 9.06423706e-01 9.25004959e-01] main(): current acceptance fraction: 41.2472943723 MCMC took 85.396181 sec Running MCMC mcmc-default-064-015-231.pickle manylnprob(): lnp = [-28482.27151051 -28479.88642352 -28479.74259358 -28481.09925922 -28506.83295825 -28477.96348394 -28482.80793723 -28480.85773565 -28488.81211446 -28488.63266986 -28518.0449277 -28478.07799034 -28522.27350441 -28503.86083091 -28480.25454601 -28492.39726475 -28482.50426848 -28480.44056404 -28483.05481723 -28478.53454875 -28559.18973423 -28506.20806653 -28481.77913204 -28487.0557894 -28475.2209456 -28480.60716518 -28482.59422085 -28480.08569949 -28485.43727165 -28483.33358399 -28485.34196427 -28478.47213756 -28489.89795646 -28481.50028073 -28486.0674733 -28522.67317906 -28485.82140869 -28480.0098271 -28516.99180332 -28482.65081622 -28492.32237367 -28479.8059839 -28479.3227409 -28543.45669876 -28486.90702236 -28498.89271003 -28489.17440191 -28481.33068676 -28558.56892866 -28520.30224984 -28502.2079691 -28479.92542463 -28478.12163585 -28481.3609133 -28493.1082983 -28473.86867406 -28481.41379942 -28480.97326459 -28483.47972234 -28476.37497537 -28483.65246203 -28482.25872455 -28482.57675888 -28488.14844689] manylnprob(): p[0] = [ 1.28977569e+00 2.11798885e+00 8.81150276e-01 -7.96824689e-03 9.19657282e-03 1.05402341e-03 9.13172153e-01 8.71641033e-01] main(): current acceptance fraction: 41.2513469828 MCMC took 85.327056 sec Running MCMC mcmc-default-064-015-232.pickle manylnprob(): lnp = [-28482.046709 -28497.501423 -28485.44387655 -28514.66522109 -28507.83579059 -28478.99291684 -28489.27484569 -28480.26208059 -28496.23928563 -28479.7575729 -28513.75193609 -28501.50573375 -28532.69728097 -28495.71492851 -28494.12336303 -28481.5256661 -28496.59464864 -28487.47485625 -28493.10666401 -28497.95959737 -28504.27304643 -28493.28659278 -28482.08565167 -28483.60474911 -28473.53961066 -28479.8930039 -28483.4953184 -28483.62585995 -28489.18434947 -28486.48043878 -28486.77851017 -28478.8885885 -28497.40703074 -28488.66929583 -28495.59004226 -28483.05558878 -28492.74291119 -28480.17374585 -28485.2993864 -28497.49973582 -28484.5382805 -28521.09884644 -28482.50899497 -28480.55022117 -28481.6834197 -28496.05674085 -28481.6437706 -28481.78578374 -28484.05756089 -28524.326988 -28484.64483866 -28479.84829467 -28482.31185147 -28480.99868093 -28501.8684625 -28474.53251898 -28481.61250293 -28484.26425061 -28483.50516034 -28477.46566989 -28478.70164676 -28483.17322759 -28489.60856859 -28482.73487755] manylnprob(): p[0] = [ 1.28924277e+00 2.11707272e+00 8.80469834e-01 -7.96451404e-03 9.20906262e-03 1.06018382e-03 9.14097041e-01 8.70569456e-01] main(): current acceptance fraction: 41.2754828326 MCMC took 85.690201 sec Running MCMC mcmc-default-064-015-233.pickle manylnprob(): lnp = [-28478.94428948 -28510.74183392 -28512.19852884 -28484.01346783 -28481.14000546 -28478.39511782 -28494.31024536 -28483.39625076 -28483.53246049 -28480.93623426 -28481.15164702 -28480.74831818 -28482.24743049 -28481.46065101 -28482.52205727 -28488.86206792 -28495.28434066 -28482.13497759 -28481.85527132 -28497.91129698 -28524.3198376 -28484.53585624 -28481.20449654 -28483.35552971 -28471.96592676 -28503.42957852 -28538.964616 -28555.52430729 -28499.02383667 -28480.79159851 -28478.78575847 -28490.10062277 -28488.01883424 -28480.87733097 -28491.98826717 -28483.77118032 -28480.14902319 -28482.88765806 -28504.18728328 -28481.08078249 -28483.78934243 -28480.17766352 -28482.43171768 -28477.43523634 -28480.9169384 -28481.06291268 -28480.77635495 -28543.50643134 -28524.22077723 -28501.4126141 -28487.76223322 -28479.45909515 -28526.65269636 -28487.22504555 -28480.55355911 -28476.09024487 -28488.22973797 -28493.90166812 -28493.69165009 -28481.03339791 -28489.80261937 -28514.88749179 -28501.49428942 -28491.87379534] manylnprob(): p[0] = [ 1.28860532e+00 2.11686300e+00 8.80262577e-01 -8.02726756e-03 9.11818481e-03 1.00428234e-03 9.11607621e-01 8.59274108e-01] main(): current acceptance fraction: 41.2326388889 MCMC took 84.477725 sec Running MCMC mcmc-default-064-015-234.pickle manylnprob(): lnp = [-28476.96123637 -28480.11764483 -28488.28085043 -28481.63715478 -28493.5949257 -28477.37202204 -28520.78111211 -28481.45501689 -28479.81937235 -28549.49724553 -28479.82880504 -28477.13255356 -28521.433819 -28478.03052997 -28499.43027354 -28478.66897164 -28486.17642708 -28480.19116126 -28482.91771634 -28478.64437015 -28480.60896429 -28482.68403047 -28486.19202376 -28480.59539593 -28470.01795722 -28486.46329805 -28523.39307639 -28488.50385718 -28489.0974574 -28480.90238201 -28478.83730666 -28478.87116606 -28494.12715249 -28479.74799689 -28488.58739857 -28502.3773253 -28481.37847741 -28484.89432189 -28479.59342304 -28502.96007121 -28498.65670927 -28512.5883978 -28482.65353747 -28480.26313289 -28480.87725989 -28494.93066374 -28481.02060293 -28516.66128471 -28513.36199357 -28484.68623872 -28494.94783445 -28478.53536728 -28481.10063743 -28482.65667174 -28484.48304723 -28494.9902937 -28489.78895227 -28493.56920123 -28525.58817963 -28482.5033908 -28480.26219026 -28490.48499148 -28480.12742015 -28482.75466743] manylnprob(): p[0] = [ 1.28973411e+00 2.11911964e+00 8.81770694e-01 -8.05480647e-03 9.06374205e-03 9.69251060e-04 9.09806075e-01 8.57465929e-01] main(): current acceptance fraction: 41.1968085106 MCMC took 85.228309 sec Running MCMC mcmc-default-064-015-235.pickle manylnprob(): lnp = [-28475.99958771 -28493.44508964 -28510.90417178 -28481.41847176 -28507.98960811 -28477.96960939 -28481.90609895 -28480.57338864 -28481.279314 -28481.39153583 -28479.80847572 -28478.5077527 -28481.54654035 -28486.67443888 -28486.13406517 -28479.14470292 -28481.34925643 -28484.02600992 -28485.69239746 -28501.22328473 -28480.76067353 -28482.94349213 -28484.0937503 -28513.58387274 -28469.72722868 -28478.64223924 -28528.73219046 -28478.23096848 -28517.06798986 -28480.03060505 -28515.73165033 -28480.39374453 -28493.20436888 -28510.62664581 -28482.06176636 -28511.87334225 -28479.97425762 -28481.46896884 -28478.25315922 -28491.1073735 -28483.83777937 -28485.90793419 -28489.14161301 -28489.19760561 -28484.69101125 -28481.87866312 -28479.8224193 -28483.9464929 -28517.26976136 -28514.17911004 -28484.11503369 -28478.47715595 -28520.63465188 -28484.02441298 -28479.37509073 -28476.7895155 -28479.89878837 -28500.54256601 -28480.75729421 -28492.0087829 -28479.11777336 -28481.18288121 -28482.84752467 -28484.07759682] manylnprob(): p[0] = [ 1.28964458e+00 2.11916774e+00 8.81511480e-01 -8.02206644e-03 9.12301301e-03 1.00769469e-03 9.09756871e-01 8.63727773e-01] main(): current acceptance fraction: 41.1745233051 MCMC took 85.630765 sec Running MCMC mcmc-default-064-015-236.pickle manylnprob(): lnp = [-28474.78828783 -28478.55894063 -28510.98499261 -28490.66573782 -28479.95696721 -28477.92728109 -28482.8526539 -28484.99526871 -28479.87637924 -28479.70822154 -28542.87425325 -28475.41873949 -28480.31721765 -28477.99974286 -28492.96039229 -28478.71158485 -28481.12936672 -28485.32653879 -28491.96373176 -28481.39357713 -28480.12991196 -28484.73357371 -28487.1429735 -28481.82070103 -28475.52636584 -28478.44219397 -28503.65005335 -28479.14028611 -28488.85753702 -28480.3995433 -28499.46178602 -28481.10646036 -28501.06301246 -28481.50489332 -28481.48521443 -28484.83079336 -28491.37382901 -28485.8883681 -28485.75354353 -28509.57073403 -28479.9486543 -28485.0600655 -28480.80840846 -28478.38748126 -28481.7124642 -28480.99359485 -28483.26980329 -28480.54353921 -28482.13433895 -28494.11660586 -28482.91189949 -28478.00598034 -28477.98723785 -28489.37379906 -28510.03935331 -28478.64265148 -28477.88916127 -28494.4178969 -28487.49681985 -28477.51899269 -28476.89782728 -28481.61874323 -28490.32569742 -28518.71333106] manylnprob(): p[0] = [ 1.29385872e+00 2.12769944e+00 8.87382100e-01 -8.07302311e-03 8.99015121e-03 9.20529142e-04 9.10739913e-01 8.54182579e-01] main(): current acceptance fraction: 41.1787974684 MCMC took 85.176731 sec Running MCMC mcmc-default-064-015-237.pickle manylnprob(): lnp = [-28469.30333194 -28483.66765494 -28483.33253987 -28483.14220515 -28479.5761997 -28481.76658023 -28485.21861416 -28529.07907792 -28483.86424331 -28481.61841657 -28489.55684604 -28475.6828775 -28480.72270874 -28479.08671462 -28486.37985311 -28479.22095844 -28483.56811606 -28538.06069401 -28480.46866598 -28500.05510983 -28488.02488634 -28520.33415037 -28490.99736644 -28481.7716715 -28469.98441516 -28505.29723194 -28514.63865855 -28487.78282307 -28484.75570785 -28480.26935586 -28478.04818451 -28483.03768002 -28493.08776484 -28482.82644293 -28481.9127671 -28527.30454333 -28488.74881245 -28487.50328065 -28478.69785026 -28508.59373963 -28479.69553693 -28512.99812406 -28504.51615392 -28494.13662898 -28500.25226037 -28497.29691782 -28484.95611218 -28527.45187371 -28574.23100337 -28478.14173057 -28521.98121696 -28477.90313295 -28482.94632067 -28481.26877442 -28493.36567239 -28475.91473479 -28506.67472642 -28485.74680924 -28488.99855019 -28495.14282879 -28477.00390052 -28480.95032652 -28493.85945959 -28513.97498276] manylnprob(): p[0] = [ 1.29524480e+00 2.13175632e+00 8.90088767e-01 -8.19111326e-03 8.74550331e-03 7.81154558e-04 9.09955663e-01 8.83374116e-01] main(): current acceptance fraction: 41.1370798319 MCMC took 84.550481 sec Running MCMC mcmc-default-064-015-238.pickle manylnprob(): lnp = [-28471.31931079 -28503.59751686 -28495.55629176 -28482.33715536 -28479.38282778 -28483.16674077 -28481.78812767 -28558.48246606 -28507.33957899 -28480.34099247 -28511.4354571 -28474.59915964 -28511.86885363 -28498.4425606 -28486.0317013 -28484.88984422 -28499.59756921 -28491.57085161 -28482.75670607 -28479.70388166 -28478.10630544 -28494.76922388 -28480.29661055 -28508.38715725 -28469.73785253 -28518.2458429 -28504.16316738 -28478.77145392 -28487.01940036 -28481.07830924 -28477.52839235 -28479.40243365 -28492.76318721 -28488.77436128 -28492.88450839 -28484.32952637 -28481.63251738 -28485.78429492 -28503.46395427 -28528.11126274 -28481.66059201 -28480.97642543 -28490.01844724 -28478.48934824 -28486.47424151 -28482.71985156 -28484.40883204 -28480.26398781 -28482.34812461 -28479.87136815 -28483.71388447 -28479.79120959 -28478.53580684 -28479.64717808 -28482.34170849 -28476.79662123 -28480.72174117 -28527.57408331 -28488.84709284 -28477.61096191 -28478.71937616 -28560.74362192 -28482.00911746 -28510.48383905] manylnprob(): p[0] = [ 1.29952498e+00 2.14061193e+00 8.95822884e-01 -8.22711822e-03 8.63154056e-03 7.05341684e-04 9.07628066e-01 8.91414787e-01] main(): current acceptance fraction: 41.0695606695 MCMC took 84.695018 sec Running MCMC mcmc-default-064-015-239.pickle manylnprob(): lnp = [-28473.96960775 -28484.61948494 -28484.65744985 -28473.13624991 -28480.24264759 -28482.52021413 -28520.99293417 -28485.28134841 -28502.87320186 -28484.40111899 -28481.19706802 -28480.38138024 -28482.26654612 -28478.0010223 -28488.22730798 -28479.15930118 -28512.88626515 -28484.37085473 -28493.91890305 -28495.88195646 -28506.84824587 -28482.90218104 -28479.52522099 -28480.43752129 -28469.53405243 -28479.31959119 -28483.31484602 -28479.47301034 -28500.48716628 -28480.41131948 -28530.41710794 -28493.13911113 -28479.91871703 -28481.08529725 -28480.59466981 -28530.49960536 -28481.54292437 -28502.14640283 -28480.99853078 -28485.86008996 -28479.31610641 -28482.2630186 -28480.58490964 -28496.84678218 -28481.13455872 -28491.45098678 -28478.88759659 -28480.30262655 -28549.44573617 -28478.93161486 -28493.26512982 -28488.74439654 -28506.99763593 -28492.08703235 -28490.72043764 -28476.94508699 -28479.42814475 -28485.31013847 -28484.24886944 -28472.22799283 -28477.82030457 -28484.20483744 -28492.5808807 -28487.06662318] manylnprob(): p[0] = [ 1.29414914e+00 2.12854947e+00 8.87949227e-01 -8.09776651e-03 8.93889019e-03 8.91326018e-04 9.10575589e-01 8.60299075e-01] main(): current acceptance fraction: 41.07421875 MCMC took 84.41157 sec Plotting trajectory traj-default-064-015-240.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-240.png Running MCMC mcmc-default-064-015-240.pickle manylnprob(): lnp = [-28470.95714895 -28503.96357989 -28482.82584099 -28475.13735719 -28510.2511432 -28487.19872025 -28477.41177897 -28484.2917718 -28481.98984647 -28499.05049314 -28518.32877489 -28476.28775701 -28483.39402798 -28477.64220414 -28482.56754913 -28481.79049486 -28484.92318971 -28529.24115484 -28489.06493315 -28504.11714662 -28482.79782195 -28483.49074724 -28479.96402417 -28509.01353054 -28470.83513723 -28478.41493731 -28481.92946119 -28481.16177219 -28498.76926557 -28485.91843747 -28478.47618693 -28489.44865099 -28509.05954879 -28476.97674481 -28484.93962561 -28494.73285933 -28490.8023091 -28483.18367888 -28476.62688606 -28492.06301429 -28479.4256743 -28483.90544385 -28480.03109582 -28478.10830373 -28487.03031277 -28481.56750819 -28479.40608133 -28480.04641113 -28485.98370057 -28485.7664711 -28536.02301992 -28532.32110628 -28518.51903584 -28488.14944968 -28480.20819728 -28480.54595092 -28480.12673153 -28485.94478233 -28489.71060919 -28475.81198625 -28486.14343051 -28483.52802221 -28483.04674316 -28480.18630256] manylnprob(): p[0] = [ 1.29711764e+00 2.13552975e+00 8.91958144e-01 -8.08370807e-03 8.91364783e-03 8.75051714e-04 9.19466308e-01 8.74233347e-01] main(): current acceptance fraction: 41.0269709544 MCMC took 85.185954 sec Running MCMC mcmc-default-064-015-241.pickle manylnprob(): lnp = [-28481.59061305 -28481.18929497 -28488.34994266 -28473.11257361 -28479.11069098 -28483.21038684 -28478.00600245 -28518.08905281 -28480.35549626 -28479.45686241 -28521.57286414 -28476.1693029 -28483.87477038 -28476.70107645 -28490.35651334 -28481.535399 -28494.94701291 -28486.39931671 -28482.63708435 -28478.43624329 -28474.94438843 -28481.02784174 -28485.48881905 -28478.54527074 -28474.1291744 -28476.50192533 -28503.51025371 -28599.9080666 -28488.29013009 -28481.12392144 -28477.03766614 -28482.58894778 -28481.57150277 -28476.33061071 -28485.95485294 -28482.75067258 -28479.15981097 -28495.02354194 -28476.78281451 -28521.93865398 -28481.0128611 -28531.45202264 -28480.93666603 -28478.38122856 -28477.0756339 -28485.93913602 -28487.26706122 -28475.76933131 -28483.56074574 -28477.90481975 -28487.55139225 -28479.59596675 -28480.68789185 -28481.49923764 -28477.99332328 -28476.71833037 -28475.72987318 -28620.62527416 -28481.72922834 -28483.73966728 -28496.9865191 -28480.70775206 -28519.20786939 -28481.93378673] manylnprob(): p[0] = [ 1.29965296e+00 2.14041443e+00 8.96312308e-01 -8.35506513e-03 8.44358149e-03 6.21777847e-04 9.06691012e-01 9.15577856e-01] main(): current acceptance fraction: 41.0188533058 MCMC took 84.973818 sec Running MCMC mcmc-default-064-015-242.pickle manylnprob(): lnp = [-28469.28883701 -28480.28219115 -28518.60742577 -28477.00326297 -28481.63375188 -28483.3490194 -28478.74941354 -28490.43825469 -28480.46672831 -28477.87380015 -28483.46966573 -28474.97133914 -28479.87889686 -28477.61480726 -28483.76927559 -28478.81298099 -28496.62829206 -28530.04475274 -28477.15341329 -28502.16125129 -28482.09123124 -28478.30731175 -28476.58103788 -28486.01541109 -28483.6130988 -28477.03722923 -28484.26228381 -28494.88842627 -28494.95775788 -28503.44254024 -28483.90358535 -28483.94660926 -28486.78714903 -28478.0444563 -28498.58801576 -28482.97972583 -28498.17222992 -28481.62672477 -28478.40615273 -28478.34357901 -28487.95723961 -28528.13099484 -28487.9180725 -28479.64545952 -28477.06431665 -28481.55221439 -28478.21925074 -28475.19180048 -28482.28832558 -28479.24551312 -28489.46135875 -28480.91690457 -28492.72325884 -28485.64780241 -28520.9100756 -28513.5609582 -28479.29316468 -28493.22092519 -28484.62596798 -28477.28206374 -28478.78788175 -28489.56838544 -28488.3163989 -28478.02081541] manylnprob(): p[0] = [ 1.29530699e+00 2.13188460e+00 8.90176921e-01 -8.19264456e-03 8.74205213e-03 7.79287580e-04 9.09918739e-01 8.83672668e-01] main(): current acceptance fraction: 40.9915123457 MCMC took 84.35305 sec Running MCMC mcmc-default-064-015-243.pickle manylnprob(): lnp = [-28469.24315099 -28480.00128415 -28479.80246764 -28475.58390407 -28508.38594025 -28479.72326784 -28479.54974983 -28561.74072832 -28478.10354476 -28481.45986889 -28484.54213263 -28477.10341564 -28480.40436316 -28481.35818274 -28491.86006645 -28504.0629676 -28496.76244938 -28481.14787823 -28479.14057878 -28479.27621153 -28481.16307086 -28476.75388261 -28474.92876121 -28491.00545778 -28478.19203136 -28479.40825074 -28497.69375737 -28479.64143073 -28483.59142612 -28482.40891442 -28477.65033273 -28479.85269786 -28481.51380949 -28477.63043661 -28494.35626641 -28488.58447431 -28478.19118296 -28485.4804535 -28480.24843736 -28481.12538507 -28490.4681572 -28482.43420466 -28485.39571291 -28478.29163275 -28476.62978935 -28481.59507309 -28504.50741493 -28493.5678253 -28513.55598566 -28560.98241512 -28483.81148807 -28479.71643447 -28495.18660175 -28484.83495278 -28478.99195264 -28489.29070867 -28481.58322669 -28672.19685729 -28477.9526803 -28475.3399909 -28478.0673502 -28482.59607944 -28482.47227876 -28478.09564008] manylnprob(): p[0] = [ 1.30115697e+00 2.14441210e+00 8.98563112e-01 -8.27451250e-03 8.50737726e-03 6.36963118e-04 9.02981517e-01 8.99147623e-01] main(): current acceptance fraction: 40.9964139344 MCMC took 84.80264 sec Running MCMC mcmc-default-064-015-244.pickle manylnprob(): lnp = [-28469.79433824 -28507.02171515 -28500.95493394 -28475.838985 -28480.2657614 -28490.14151105 -28478.41336764 -28484.24007819 -28480.82225168 -28491.93507814 -28508.09422087 -28477.21203002 -28478.87777143 -28478.62953749 -28481.80519028 -28498.05184075 -28482.13646181 -28483.01885565 -28478.45466321 -28479.05734618 -28476.2073668 -28477.85815623 -28475.64546514 -28487.99373009 -28474.23005191 -28476.15315173 -28482.3903626 -28545.61077386 -28481.98330968 -28486.44119647 -28486.43965157 -28487.94190877 -28483.9170011 -28482.74682546 -28653.02706044 -28498.44164001 -28478.64615052 -28482.77438164 -28479.08478221 -28545.75179133 -28480.46690837 -28517.45335291 -28492.96307815 -28478.41725175 -28478.53143242 -28516.12869861 -28478.33306772 -28478.37658591 -28484.57247556 -28478.45659868 -28485.43746186 -28479.67235363 -28479.36412539 -28482.65733057 -28479.16325118 -28504.61655403 -28508.8285475 -28477.59012752 -28479.7297825 -28492.33641061 -28488.22073571 -28483.82816169 -28479.34596007 -28477.12436309] manylnprob(): p[0] = [ 1.30308072e+00 2.14841450e+00 9.01308489e-01 -8.32763582e-03 8.38967007e-03 5.68757327e-04 8.99036302e-01 9.03260186e-01] main(): current acceptance fraction: 40.9885204082 MCMC took 85.361111 sec Running MCMC mcmc-default-064-015-245.pickle manylnprob(): lnp = [-28468.41850458 -28505.28116562 -28485.9029192 -28475.40702199 -28481.62189956 -28476.97175022 -28474.37186109 -28481.73055425 -28479.89620372 -28485.73418459 -28481.63901514 -28481.66489995 -28479.3304326 -28487.56856612 -28477.83805185 -28480.67324124 -28482.19046138 -28493.93690528 -28479.09229985 -28505.74004002 -28474.84121591 -28487.62673573 -28475.25863816 -28477.24095022 -28482.77125706 -28471.69259301 -28482.16048454 -28481.27766051 -28481.08444065 -28481.56776023 -28480.51282603 -28480.14478284 -28492.26375389 -28477.25741648 -28492.98557641 -28485.19212201 -28479.19633543 -28485.93528612 -28482.91667871 -28478.37590998 -28480.67252771 -28483.1990208 -28486.28372595 -28479.57893633 -28490.31344432 -28478.04062454 -28478.80183533 -28478.76570308 -28568.70542221 -28517.80168759 -28478.76211771 -28502.5552191 -28485.52402772 -28480.80852831 -28483.71965053 -28476.95717824 -28477.72800086 -28475.09300197 -28477.36558438 -28503.50695375 -28481.20088705 -28475.9991937 -28480.10561279 -28478.42089513] manylnprob(): p[0] = [ 1.30018546e+00 2.14232181e+00 8.97255697e-01 -8.27748696e-03 8.51411553e-03 6.43197195e-04 9.01984850e-01 8.89589231e-01] main(): current acceptance fraction: 41.031504065 MCMC took 85.354623 sec Running MCMC mcmc-default-064-015-246.pickle manylnprob(): lnp = [-28499.98078316 -28508.50373796 -28488.38169346 -28473.06429006 -28508.0091608 -28490.15312231 -28474.5635763 -28481.79118499 -28480.05934215 -28475.97837959 -28476.30872366 -28485.72810055 -28479.87780633 -28478.60115335 -28480.85737593 -28486.50511305 -28480.61050613 -28485.33318601 -28479.29757694 -28481.7510334 -28482.42320771 -28478.91119 -28476.26313673 -28473.94252902 -28483.69143822 -28478.09842846 -28488.20236625 -28477.54535316 -28477.75139307 -28480.63167776 -28476.11090723 -28501.79839641 -28480.47934984 -28475.57787819 -28515.60985701 -28539.79313126 -28478.37591284 -28485.21618151 -28475.87603659 -28496.78785371 -28483.34175182 -28507.12533363 -28478.88829944 -28476.94927514 -28480.2866656 -28478.07801924 -28478.7436594 -28475.64229894 -28512.6599295 -28477.07051927 -28532.72342278 -28485.30356156 -28488.56849255 -28489.34651968 -28491.70308725 -28473.17168988 -28480.72925409 -28480.4090527 -28480.26785841 -28503.78197033 -28481.36517397 -28475.47772633 -28489.2438172 -28480.79251476] manylnprob(): p[0] = [ 1.31194627e+00 2.16639775e+00 9.13930150e-01 -8.42707047e-03 8.07961292e-03 3.94096545e-04 8.85165436e-01 9.29496041e-01] main(): current acceptance fraction: 41.0488360324 MCMC took 84.96871 sec Running MCMC mcmc-default-064-015-247.pickle manylnprob(): lnp = [-28469.10966228 -28480.3799408 -28491.05240877 -28474.6428402 -28487.32438789 -28476.98516183 -28474.54491244 -28481.96186143 -28479.2002195 -28476.40215642 -28496.99060534 -28479.6231576 -28487.2389968 -28476.98536479 -28478.73181943 -28492.88496404 -28483.35661447 -28509.71886845 -28504.05826634 -28495.68244908 -28474.89353015 -28477.7225395 -28489.29679914 -28474.62230891 -28471.98148042 -28474.73246387 -28482.04748523 -28485.69333201 -28483.26792015 -28499.13735895 -28479.18364855 -28479.90948006 -28489.08277258 -28479.05628849 -28488.43012335 -28482.9225332 -28486.31875494 -28489.76986338 -28475.15460638 -28477.87287901 -28486.28113765 -28513.39206551 -28478.38465231 -28477.04179069 -28480.12649395 -28478.19315179 -28479.56326667 -28478.94696041 -28477.84995839 -28476.55832474 -28498.12747207 -28483.73945841 -28480.64465999 -28486.00860625 -28494.55834817 -28472.48557491 -28475.48251009 -28486.00723154 -28484.25645416 -28476.27678051 -28481.88884793 -28482.70409447 -28508.14860367 -28481.24640523] manylnprob(): p[0] = [ 1.30073969e+00 2.14349180e+00 8.98057475e-01 -8.28933105e-03 8.48454276e-03 6.26207123e-04 9.01075880e-01 8.92057511e-01] main(): current acceptance fraction: 41.0219254032 MCMC took 85.571403 sec Running MCMC mcmc-default-064-015-248.pickle manylnprob(): lnp = [-28472.35621436 -28481.26926663 -28485.19370325 -28471.47426817 -28503.54380038 -28476.96569595 -28476.57334841 -28502.11811342 -28485.33420938 -28485.55546494 -28490.37312393 -28472.72394619 -28479.44399966 -28479.27736508 -28477.84234212 -28478.98060695 -28477.4502156 -28512.09752873 -28479.37796834 -28513.47727468 -28473.9913786 -28519.90599224 -28501.52124298 -28474.8871961 -28473.40359801 -28473.23338265 -28486.00127458 -28477.25204449 -28477.22335736 -28479.90775962 -28482.2327174 -28484.07967896 -28479.90272311 -28479.06178832 -28487.93158058 -28481.48057288 -28481.67787175 -28502.41059894 -28475.14348503 -28478.32919626 -28487.69404931 -28501.08304598 -28478.27061144 -28477.30991663 -28479.01868442 -28482.85550748 -28516.56761509 -28540.21250141 -28478.35508788 -28474.03765718 -28474.82331252 -28480.26832398 -28487.51314715 -28559.08362591 -28479.7762508 -28498.70997582 -28479.15587702 -28479.62432674 -28485.61734228 -28515.71600603 -28533.68103983 -28476.47999443 -28476.50856937 -28501.83080859] manylnprob(): p[0] = [ 1.30118844e+00 2.14408707e+00 8.98563712e-01 -8.27499390e-03 8.50361580e-03 6.34113267e-04 9.02298630e-01 8.89679263e-01] main(): current acceptance fraction: 41.0015060241 MCMC took 84.421971 sec Running MCMC mcmc-default-064-015-249.pickle manylnprob(): lnp = [-28511.56586573 -28481.60279195 -28511.5474333 -28472.41472244 -28509.22681364 -28477.07791287 -28476.37493172 -28492.51922314 -28477.33653422 -28475.27809282 -28479.17422488 -28475.66813468 -28482.17888919 -28522.73790024 -28481.07462519 -28489.23570469 -28477.35983248 -28524.04253501 -28479.16083873 -28482.51685961 -28474.88769825 -28480.25875537 -28477.30477496 -28474.734964 -28473.02330275 -28473.74721993 -28486.83936932 -28593.51399534 -28484.59261849 -28477.71577112 -28481.27486072 -28483.66275853 -28480.19303962 -28480.38953717 -28485.28913897 -28546.02832449 -28491.6843212 -28493.70469386 -28474.17090578 -28479.62940554 -28502.12047958 -28483.43608917 -28478.27021544 -28486.00133312 -28477.95308507 -28478.1989426 -28483.22377379 -28484.32010366 -28478.40415827 -28473.41101914 -28478.06375831 -28485.09181996 -28482.55538843 -28480.09718101 -28515.17568602 -28471.17551592 -28476.98501737 -28479.52597718 -28479.89920464 -28469.60367894 -28476.67799059 -28475.24989475 -28480.70658302 -28498.53818616] manylnprob(): p[0] = [ 1.30612081e+00 2.15040618e+00 9.03034072e-01 -8.05272183e-03 8.78058320e-03 7.97094484e-04 9.17195604e-01 9.48860307e-01] main(): current acceptance fraction: 41.0125 MCMC took 85.412252 sec Plotting trajectory traj-default-064-015-250.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-250.png Running MCMC mcmc-default-064-015-250.pickle manylnprob(): lnp = [-28536.00314086 -28482.91557507 -28477.28660783 -28470.23579639 -28478.92811022 -28499.42843157 -28479.9238221 -28482.69022159 -28490.51657333 -28475.54788803 -28478.38792049 -28472.27843882 -28493.39637444 -28482.49987913 -28478.55565762 -28493.28611425 -28475.84569783 -28480.28983816 -28486.88595609 -28485.24313111 -28477.13483661 -28479.5083064 -28483.69802939 -28474.80738064 -28471.04223963 -28473.99363685 -28484.94851101 -28477.29797354 -28476.64716178 -28514.92518075 -28506.52387977 -28483.70088258 -28480.16726565 -28482.99044764 -28492.41171141 -28481.91544374 -28512.29736351 -28479.73894506 -28475.36037914 -28479.18496751 -28492.53959941 -28523.70141875 -28476.06936136 -28476.9004878 -28477.93683192 -28476.58266183 -28478.57569129 -28471.63420141 -28480.86176949 -28473.72249733 -28475.96476379 -28479.5255534 -28476.24930839 -28483.07200286 -28478.17124615 -28473.97848745 -28478.28066095 -28484.81408627 -28480.10344458 -28479.57788533 -28475.50526008 -28479.14068181 -28479.7296767 -28482.05764076] manylnprob(): p[0] = [ 1.30726480e+00 2.15682290e+00 9.06868380e-01 -8.46952777e-03 8.06148731e-03 3.57624016e-04 8.77680040e-01 9.77128436e-01] main(): current acceptance fraction: 41.0296314741 MCMC took 84.73033 sec Running MCMC mcmc-default-064-015-251.pickle manylnprob(): lnp = [-28495.24552212 -28479.06503174 -28477.23226517 -28471.08318892 -28506.3746445 -28475.71628705 -28556.61983598 -28491.23313396 -28477.60160196 -28475.68055564 -28490.01112725 -28472.96511229 -28489.6693034 -28484.28318509 -28478.91541861 -28480.54068159 -28480.92896133 -28480.20498872 -28478.82041686 -28482.81824601 -28474.72412574 -28477.9151851 -28485.37474239 -28479.6570386 -28478.72826258 -28476.23089933 -28486.1273145 -28477.46586589 -28477.58204523 -28478.16127316 -28479.03556629 -28483.84168293 -28478.79836108 -28487.53008435 -28518.34671689 -28505.0298378 -28489.91976783 -28476.31345189 -28476.57637543 -28479.33449851 -28496.5617539 -28481.09536253 -28477.28244581 -28476.31693567 -28478.97769745 -28478.14275556 -28478.32893253 -28477.21089308 -28475.53338449 -28473.40603322 -28475.61498219 -28474.18797619 -28476.17418897 -28484.95825442 -28475.18984882 -28477.43042462 -28510.83906935 -28478.16234168 -28504.24088549 -28473.08384512 -28475.25396787 -28477.52798113 -28479.20155711 -28479.79173635] manylnprob(): p[0] = [ 1.31547369e+00 2.17337493e+00 9.18220556e-01 -8.50813743e-03 7.90077364e-03 2.83800130e-04 8.80417265e-01 9.25699024e-01] main(): current acceptance fraction: 40.9970238095 MCMC took 85.452711 sec Running MCMC mcmc-default-064-015-252.pickle manylnprob(): lnp = [-28480.61627566 -28483.49203045 -28476.54071325 -28471.04927766 -28483.13945519 -28481.32032467 -28475.51355018 -28482.21451401 -28478.40184544 -28499.1025227 -28479.88747192 -28477.79779093 -28480.00154569 -28492.12369252 -28484.73264819 -28485.80713749 -28492.3600838 -28480.46811238 -28477.27851926 -28478.38822325 -28474.66017333 -28478.34652529 -28485.93791732 -28473.08769606 -28518.58938232 -28479.31830941 -28485.0200475 -28476.48296216 -28480.34364425 -28478.90525573 -28482.50599204 -28515.15742464 -28479.46068423 -28480.31960106 -28497.97542601 -28482.47828768 -28522.98750925 -28479.82629437 -28474.05413255 -28480.2468477 -28508.14280541 -28480.36738872 -28479.99040614 -28483.4913178 -28479.53432813 -28478.03897414 -28476.90406046 -28472.58173928 -28515.66527484 -28472.99633017 -28477.19253962 -28472.50504523 -28476.02960397 -28486.34685409 -28486.14642113 -28473.06268699 -28483.04329625 -28515.84081278 -28477.93028302 -28480.51835911 -28483.86182949 -28477.1713338 -28485.47628047 -28495.30983647] manylnprob(): p[0] = [ 1.30456815e+00 2.15008724e+00 9.02928068e-01 -8.25435078e-03 8.49121539e-03 6.22466245e-04 9.05742474e-01 8.97504440e-01] main(): current acceptance fraction: 41.0326086957 MCMC took 85.615881 sec Running MCMC mcmc-default-064-015-253.pickle manylnprob(): lnp = [-28469.24624037 -28535.1769146 -28474.80364622 -28470.50835315 -28479.02993174 -28476.82711961 -28485.022472 -28481.08451014 -28478.1585744 -28476.28758362 -28479.50444376 -28499.94686943 -28478.41204922 -28494.16544334 -28481.39838308 -28480.76858607 -28493.35951791 -28482.71632697 -28477.72906883 -28476.92794573 -28483.37095772 -28481.89063037 -28474.78559329 -28477.82010636 -28469.88265787 -28511.63724965 -28491.03291267 -28476.77430513 -28480.98179347 -28493.65035416 -28480.01027002 -28484.06999914 -28479.58284343 -28480.45758837 -28482.2714181 -28484.99659201 -28490.81439172 -28485.55089343 -28473.73701869 -28485.06345056 -28604.20369061 -28480.97585956 -28479.77896449 -28489.25577734 -28509.56970961 -28478.4375036 -28479.04511934 -28473.54497914 -28477.76942861 -28472.60558331 -28477.62653236 -28472.18336555 -28476.73968321 -28480.64629642 -28508.39749235 -28475.01712889 -28487.67231706 -28483.71063575 -28478.51631745 -28469.07170328 -28475.9597392 -28505.73745266 -28479.11932552 -28484.09568993] manylnprob(): p[0] = [ 1.29709713e+00 2.13609056e+00 8.93020127e-01 -8.23192576e-03 8.63582454e-03 7.14358843e-04 9.03864383e-01 8.83747088e-01] main(): current acceptance fraction: 41.0187007874 MCMC took 85.275087 sec Running MCMC mcmc-default-064-015-254.pickle manylnprob(): lnp = [-28469.73736384 -28510.5856025 -28474.97343979 -28471.35772106 -28477.051729 -28477.08353206 -28471.95397811 -28490.74857382 -28478.72793226 -28476.47528459 -28478.08022525 -28483.82786088 -28510.65162218 -28488.5770339 -28481.17772612 -28478.9182834 -28511.47082705 -28484.36212275 -28476.7284098 -28478.54910032 -28478.94763438 -28478.79730755 -28475.96725824 -28476.63156557 -28480.93216142 -28478.59173112 -28493.33207506 -28475.86047247 -28479.86869878 -28546.21016231 -28510.16654516 -28522.20944726 -28539.41746777 -28480.88275608 -28499.58111212 -28475.47181759 -28482.54939492 -28481.01777683 -28479.49792508 -28480.69590425 -28509.45907423 -28516.20287182 -28478.5875511 -28483.59224294 -28505.56741949 -28477.12900084 -28514.34642789 -28488.94873334 -28478.6333837 -28501.77975565 -28477.98392333 -28473.0800291 -28476.51430031 -28480.21285356 -28477.94549091 -28476.91875039 -28478.27690629 -28481.30587509 -28506.52358962 -28469.42429771 -28476.3258624 -28477.91052104 -28543.74931247 -28483.90486166] manylnprob(): p[0] = [ 1.29708854e+00 2.13578921e+00 8.92721270e-01 -8.22035664e-03 8.65845031e-03 7.29698441e-04 9.03723245e-01 8.86101607e-01] main(): current acceptance fraction: 40.9926470588 MCMC took 85.24083 sec Running MCMC mcmc-default-064-015-255.pickle manylnprob(): lnp = [-28473.25965026 -28480.52890538 -28510.5619957 -28471.1895914 -28478.30676119 -28482.35541614 -28480.8719858 -28479.8324734 -28484.87681905 -28476.37798983 -28479.04713196 -28476.49102596 -28486.11358381 -28480.73731735 -28477.91277722 -28497.49135241 -28489.64370029 -28533.92940854 -28481.49486984 -28494.1906279 -28475.64244093 -28484.3894859 -28492.82224635 -28495.29979571 -28485.46595005 -28479.17903381 -28480.01392598 -28491.30698843 -28480.07759514 -28478.54991507 -28483.92419547 -28490.72368146 -28487.54757902 -28485.54382108 -28481.27417924 -28475.16891101 -28489.64284125 -28478.04297537 -28506.635071 -28489.13543162 -28562.55544917 -28542.89969562 -28481.41542101 -28483.04635455 -28512.59648765 -28478.43619518 -28475.7265423 -28477.04809865 -28491.74261229 -28471.27905679 -28473.22299376 -28473.22498109 -28520.15439122 -28476.16688514 -28477.68969617 -28478.22680281 -28478.80341782 -28480.5671586 -28478.01714553 -28472.64924189 -28476.78561436 -28476.68902926 -28479.53866815 -28522.47090551] manylnprob(): p[0] = [ 1.30413112e+00 2.15047945e+00 9.02443529e-01 -8.27675167e-03 8.44988894e-03 6.04829552e-04 8.92838724e-01 9.06209193e-01] main(): current acceptance fraction: 40.9301757812 MCMC took 85.084056 sec Running MCMC mcmc-default-064-015-256.pickle manylnprob(): lnp = [-28502.767575 -28483.94492861 -28474.79535657 -28470.08383787 -28506.88820897 -28476.39278443 -28471.82119659 -28497.44624824 -28473.35501116 -28484.72973379 -28489.34337824 -28500.53171469 -28481.3145719 -28488.81893793 -28478.4661865 -28489.47792396 -28478.93406711 -28492.44370807 -28505.68837005 -28507.00006522 -28491.00357162 -28479.1646862 -28479.68440942 -28476.54808467 -28491.90740285 -28478.14537619 -28476.81715139 -28476.8637278 -28485.30747386 -28478.80092714 -28489.81467999 -28490.08399152 -28477.7215759 -28474.19429688 -28480.41404702 -28474.79173971 -28512.72278636 -28484.25868437 -28477.08592376 -28489.39699213 -28488.14136068 -28512.19238145 -28497.64905007 -28488.2959116 -28507.18432197 -28484.89262658 -28477.27008695 -28473.56235505 -28494.09234028 -28473.89809252 -28472.93516945 -28473.88579731 -28520.11291446 -28476.81838092 -28477.93432044 -28470.25438753 -28484.89956038 -28517.32286215 -28508.45363135 -28475.06731802 -28486.43038509 -28476.86833004 -28476.66619906 -28478.66851555] manylnprob(): p[0] = [ 1.31245955e+00 2.16642945e+00 9.13910909e-01 -8.32176778e-03 8.25698630e-03 5.01578521e-04 8.84957312e-01 9.41074354e-01] main(): current acceptance fraction: 40.8864299611 MCMC took 85.130841 sec Running MCMC mcmc-default-064-015-257.pickle manylnprob(): lnp = [-28493.59472311 -28480.68973333 -28474.23885249 -28487.89958638 -28489.4677803 -28499.78882493 -28481.31950713 -28483.08278498 -28481.04893641 -28475.65726 -28479.02824062 -28483.12238252 -28483.26514844 -28473.6989303 -28475.94689438 -28478.47568994 -28477.07865807 -28487.68531821 -28476.14447662 -28478.18745278 -28477.98293817 -28502.13458114 -28477.28004704 -28478.99273767 -28524.5359281 -28470.96398734 -28473.59501409 -28573.1024702 -28479.46213996 -28493.56364289 -28483.84505547 -28476.23880505 -28476.99999128 -28474.14642091 -28481.82356895 -28481.80256818 -28490.68872013 -28482.0393054 -28474.32220619 -28485.54332641 -28489.04000125 -28482.25917782 -28479.02732073 -28476.01077664 -28508.14936329 -28477.96405599 -28478.50127274 -28475.59754325 -28539.49213129 -28473.63285196 -28471.39453336 -28540.72509875 -28476.4390715 -28476.19387465 -28475.77502065 -28474.48448855 -28499.69914344 -28488.47584898 -28477.66516967 -28469.9947217 -28481.19809006 -28484.98796011 -28482.20775839 -28485.10412979] manylnprob(): p[0] = [ 1.29477850e+00 2.12847490e+00 8.89447562e-01 -8.15719180e-03 8.76830455e-03 7.70919826e-04 9.05098530e-01 8.88263664e-01] main(): current acceptance fraction: 40.8793604651 MCMC took 84.94101 sec Running MCMC mcmc-default-064-015-258.pickle manylnprob(): lnp = [-28493.90967215 -28478.78490838 -28475.59295068 -28469.70666219 -28480.79152629 -28475.78342054 -28471.80066679 -28522.05685393 -28472.08283283 -28476.31308511 -28479.37897343 -28475.7111126 -28494.85136914 -28475.3004839 -28487.63868398 -28477.88418438 -28477.15881859 -28480.58403442 -28476.90827164 -28504.87410917 -28476.08595567 -28479.83826078 -28479.03333217 -28523.31359427 -28489.33903745 -28472.87619124 -28474.36962494 -28487.12536287 -28477.37553215 -28493.20483442 -28485.64773263 -28478.48819059 -28487.80432382 -28477.90029261 -28523.495195 -28473.78373668 -28493.93676436 -28480.63606793 -28475.17899568 -28488.19283044 -28487.31155242 -28512.18171658 -28479.47000899 -28485.76602954 -28480.91471408 -28479.32102057 -28479.84831051 -28474.57689847 -28502.56563245 -28472.93132401 -28471.51736477 -28485.4284114 -28478.76243588 -28476.58660029 -28487.57083914 -28475.93798359 -28476.78214728 -28504.8470787 -28472.72578308 -28481.67839505 -28515.11932951 -28484.1326003 -28526.64409345 -28474.91521067] manylnprob(): p[0] = [ 1.30083827e+00 2.14313931e+00 8.98614960e-01 -8.19982413e-03 8.57180267e-03 6.74504227e-04 8.93612072e-01 9.15775725e-01] main(): current acceptance fraction: 40.8904440154 MCMC took 84.773872 sec Running MCMC mcmc-default-064-015-259.pickle manylnprob(): lnp = [-28469.72428088 -28478.47070003 -28475.29750602 -28495.40405166 -28481.80802402 -28477.79852324 -28483.06142932 -28480.22642087 -28476.1371587 -28476.34038058 -28541.71339162 -28501.8267316 -28499.47536542 -28475.00749647 -28481.08176771 -28481.23174875 -28478.02214689 -28482.35470381 -28480.1098685 -28478.17111292 -28475.83605733 -28497.87705067 -28479.11904208 -28473.82840798 -28470.84571782 -28470.58091681 -28475.94781834 -28477.73940604 -28478.06627168 -28479.79156297 -28479.15634 -28477.66697191 -28477.25092255 -28473.04658956 -28480.47837009 -28473.38315724 -28492.08673483 -28508.38629574 -28480.98487311 -28488.29804555 -28486.50167123 -28485.62339548 -28479.26034369 -28477.25116225 -28545.83586474 -28502.61033288 -28484.67903625 -28476.3305599 -28476.95528905 -28471.36675434 -28473.22118105 -28474.99589885 -28468.36390979 -28481.8427495 -28482.54685719 -28476.10281714 -28476.52551305 -28478.96416173 -28471.68140167 -28468.34463233 -28484.46191767 -28476.78588324 -28482.71201524 -28473.28567286] manylnprob(): p[0] = [ 1.29721545e+00 2.13596103e+00 8.92816752e-01 -8.22282838e-03 8.65248531e-03 7.24876180e-04 9.04185789e-01 8.87085174e-01] main(): current acceptance fraction: 40.8894230769 MCMC took 85.269864 sec Plotting trajectory traj-default-064-015-260.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-260.png Running MCMC mcmc-default-064-015-260.pickle manylnprob(): lnp = [-28469.86364942 -28478.87349294 -28474.31489143 -28472.36217203 -28481.83214523 -28478.25883502 -28488.11969777 -28484.80882339 -28472.32038846 -28476.9784791 -28479.35951383 -28485.87418274 -28481.31110764 -28474.30550517 -28508.15883963 -28480.34692564 -28608.72879067 -28486.01996247 -28489.47158357 -28476.31609599 -28475.20916085 -28477.67581372 -28504.29234975 -28473.04175916 -28496.14017419 -28474.31059302 -28475.20440274 -28477.73121131 -28499.08688041 -28487.67676661 -28486.66517257 -28482.54988536 -28538.30486372 -28474.31157419 -28489.36401105 -28474.39320989 -28481.19252623 -28485.00970445 -28477.52785062 -28546.55955328 -28485.9503761 -28568.53749896 -28477.04064141 -28477.09032036 -28478.87553902 -28481.34572306 -28482.66519591 -28592.42937149 -28474.07364977 -28474.25915197 -28471.80072754 -28485.47661508 -28468.45460912 -28475.411318 -28516.05924487 -28475.60527916 -28510.59268424 -28479.27115828 -28471.08084592 -28469.19959875 -28481.46463577 -28475.73130512 -28627.18558597 -28473.23208197] manylnprob(): p[0] = [ 1.29694290e+00 2.13539871e+00 8.92433900e-01 -8.21832051e-03 8.66460613e-03 7.31434449e-04 9.04468720e-01 8.86103316e-01] main(): current acceptance fraction: 40.8824233716 MCMC took 85.572598 sec Running MCMC mcmc-default-064-015-261.pickle manylnprob(): lnp = [-28469.9001163 -28511.69578546 -28475.7460115 -28477.60197618 -28484.52345726 -28482.33103878 -28483.0057792 -28483.48979999 -28480.4261631 -28483.50585498 -28480.70878193 -28503.84966682 -28488.39457942 -28474.19834849 -28476.37728297 -28477.45392731 -28518.06453725 -28479.79113373 -28479.98770814 -28477.95241654 -28472.87585283 -28562.56272318 -28490.83748215 -28472.99572643 -28470.13598399 -28469.81094118 -28477.21059065 -28482.97874837 -28481.53409858 -28482.09323931 -28492.28977944 -28504.07284746 -28475.84322678 -28473.03608562 -28481.34161153 -28511.55554633 -28488.86748598 -28475.25694726 -28486.01787058 -28565.3303764 -28473.45426658 -28485.15915366 -28478.91224239 -28476.8273992 -28526.6034401 -28485.14409842 -28517.41170866 -28467.44070682 -28477.13504052 -28718.41984559 -28474.6751268 -28479.03240338 -28465.91283954 -28475.42798819 -28477.98543888 -28477.16643736 -28476.23087509 -28484.64635428 -28467.86196816 -28469.26415719 -28486.35376843 -28479.24541888 -28493.68301161 -28473.39277892] manylnprob(): p[0] = [ 1.29707444e+00 2.13567009e+00 8.92618669e-01 -8.22049606e-03 8.65875648e-03 7.28269350e-04 9.04332174e-01 8.86577172e-01] main(): current acceptance fraction: 40.8516221374 MCMC took 84.185643 sec Running MCMC mcmc-default-064-015-262.pickle manylnprob(): lnp = [-28484.30777996 -28478.97942959 -28474.03619623 -28489.46930217 -28516.15379005 -28475.74351502 -28478.24385072 -28489.44180012 -28482.95045071 -28478.82910239 -28477.31186413 -28475.32845378 -28525.07087092 -28501.02791769 -28482.05070335 -28480.01668577 -28478.26849692 -28478.35383036 -28491.45231532 -28502.17022912 -28472.86707552 -28496.95671544 -28472.94027794 -28473.43459909 -28470.1251302 -28476.34130216 -28470.85277875 -28475.847589 -28478.99421192 -28483.17058971 -28476.80019452 -28476.12434371 -28476.04420135 -28475.86852354 -28483.00712315 -28475.77311273 -28484.46952193 -28482.80458426 -28486.47725057 -28496.10901272 -28473.64049389 -28481.16391575 -28478.54365655 -28477.05740696 -28477.98331794 -28487.4893592 -28527.30123043 -28519.44525181 -28477.10266716 -28478.17442435 -28483.06947407 -28488.58689053 -28473.22769019 -28478.1667684 -28482.72756558 -28474.06405741 -28502.17581076 -28493.92968515 -28470.79328385 -28469.51287973 -28487.94435877 -28482.42396209 -28482.76601565 -28472.68175 ] manylnprob(): p[0] = [ 1.30029183e+00 2.14202425e+00 8.97445396e-01 -8.31399849e-03 8.46742149e-03 6.10142980e-04 8.97916750e-01 9.30453196e-01] main(): current acceptance fraction: 40.8151140684 MCMC took 84.899443 sec Running MCMC mcmc-default-064-015-263.pickle manylnprob(): lnp = [-28476.12170776 -28477.19371098 -28474.2598046 -28469.2841775 -28473.77074541 -28483.52964814 -28530.26837489 -28500.65945355 -28476.1141377 -28473.16943899 -28476.62522477 -28488.93082052 -28478.60482591 -28477.14064831 -28475.53061941 -28479.61871832 -28476.38911047 -28479.38164083 -28477.53225211 -28478.96813738 -28476.93794127 -28475.77874959 -28474.32799875 -28473.69030132 -28517.55352274 -28470.20788858 -28551.34808345 -28474.0840027 -28479.06391778 -28488.3269511 -28515.36174552 -28491.64669563 -28475.57827848 -28477.28078847 -28479.87869344 -28472.7670772 -28481.87077394 -28491.10053222 -28485.00470316 -28487.07781885 -28473.39981968 -28475.87276286 -28479.11383232 -28487.31977283 -28478.28091234 -28526.21096116 -28486.64037139 -28467.4883648 -28502.96887691 -28475.50208623 -28547.8155762 -28510.86872288 -28470.72482625 -28476.68723568 -28480.79484925 -28476.82822575 -28530.18329482 -28479.06522845 -28467.57276082 -28471.24749027 -28495.75119217 -28477.01152118 -28477.95275714 -28475.37278409] manylnprob(): p[0] = [ 1.29621354e+00 2.13407931e+00 8.91780709e-01 -8.23836879e-03 8.61948249e-03 7.01978507e-04 8.98724046e-01 9.09864251e-01] main(): current acceptance fraction: 40.8084753788 MCMC took 85.176143 sec Running MCMC mcmc-default-064-015-264.pickle manylnprob(): lnp = [-28474.15782693 -28474.47657113 -28470.92819909 -28488.73923741 -28481.88959528 -28489.16615515 -28510.67469619 -28490.34263539 -28478.20495518 -28476.5629051 -28495.53589694 -28485.65225288 -28478.6459547 -28500.26521214 -28471.83195632 -28502.71845049 -28476.35325444 -28474.81181666 -28486.70446557 -28502.56830831 -28470.28311436 -28473.87252024 -28473.3356049 -28472.29316151 -28474.04438748 -28472.17026488 -28476.65056309 -28478.6154911 -28480.30797945 -28475.21753388 -28481.37106689 -28472.94278591 -28473.93572124 -28493.81234925 -28481.0553491 -28473.9378456 -28499.2864113 -28480.93828582 -28476.3895177 -28475.47306579 -28474.68138681 -28474.35021997 -28491.65024771 -28475.54933655 -28481.20379961 -28500.71660719 -28469.38702965 -28468.04101752 -28477.92446837 -28475.21266714 -28476.73596606 -28468.98982795 -28466.56228543 -28473.47182088 -28489.38546017 -28472.08912891 -28474.77700542 -28496.84401195 -28468.24236914 -28478.98583963 -28483.67496347 -28476.67387428 -28481.46173803 -28481.34884031] manylnprob(): p[0] = [ 1.29687543e+00 2.13470994e+00 8.92267348e-01 -8.20825401e-03 8.67668691e-03 7.35373482e-04 9.04821604e-01 8.87363545e-01] main(): current acceptance fraction: 40.8136792453 MCMC took 85.268051 sec Running MCMC mcmc-default-064-015-265.pickle manylnprob(): lnp = [-28470.10182082 -28474.19733431 -28467.57642143 -28469.20614283 -28476.18283185 -28475.57316795 -28485.64098824 -28498.75454712 -28472.01664313 -28474.07999059 -28482.27857606 -28509.74955739 -28490.37208721 -28471.025541 -28468.01937661 -28479.25130144 -28482.71822395 -28474.02131292 -28556.04717502 -28545.57532916 -28470.61094037 -28477.33042065 -28469.82946631 -28555.80410684 -28470.99493539 -28469.59726503 -28476.43459716 -28478.64813731 -28479.31947892 -28475.72304723 -28491.77551605 -28472.1631607 -28496.75661216 -28474.23117891 -28510.54053054 -28472.51171144 -28479.5500276 -28478.04419136 -28475.34961657 -28474.57709001 -28471.55303513 -28478.23632438 -28479.63426751 -28476.5329193 -28507.14741865 -28476.78355934 -28478.33555859 -28467.25039932 -28509.1783923 -28476.70985178 -28491.73308213 -28471.04904807 -28468.19474102 -28471.4462128 -28472.71024079 -28501.44263419 -28474.25904602 -28489.0497709 -28481.97456448 -28468.93038472 -28525.22006246 -28485.53371311 -28475.64066137 -28476.37286246] manylnprob(): p[0] = [ 1.29252817e+00 2.12633597e+00 8.86255439e-01 -8.13939498e-03 8.86070798e-03 8.48562708e-04 9.14224679e-01 8.72383007e-01] main(): current acceptance fraction: 40.8070958647 MCMC took 85.451238 sec Running MCMC mcmc-default-064-015-266.pickle manylnprob(): lnp = [-28469.44324139 -28472.85841685 -28471.60248308 -28469.34373344 -28487.4943953 -28480.40114672 -28468.15232007 -28569.09255302 -28474.48955201 -28483.3335516 -28473.0682111 -28479.00547733 -28476.9810933 -28471.554894 -28471.63396462 -28489.74440842 -28493.78740806 -28473.77342299 -28484.43699092 -28502.32158338 -28472.546052 -28493.8372946 -28469.34919609 -28469.9919401 -28519.55780415 -28471.21999675 -28476.41098673 -28476.66763927 -28483.33875824 -28477.32360337 -28488.81047411 -28481.50686565 -28475.36224485 -28490.91697469 -28476.4440197 -28472.57090437 -28486.28725076 -28491.22144113 -28478.03899719 -28473.49708534 -28474.68352769 -28472.26022318 -28476.02493813 -28496.24804185 -28478.7626282 -28473.33448649 -28472.11220831 -28465.13214679 -28473.81347187 -28464.30892262 -28472.94430892 -28470.9269526 -28474.53725513 -28472.43037303 -28474.3217596 -28484.25130415 -28471.34613434 -28480.35191972 -28470.68947082 -28479.91963618 -28490.46724582 -28485.07821538 -28484.03421213 -28516.10931767] manylnprob(): p[0] = [ 1.29585537e+00 2.13314892e+00 8.90933431e-01 -8.22070001e-03 8.67975207e-03 7.44768879e-04 9.05914389e-01 8.83959340e-01] main(): current acceptance fraction: 40.8298220974 MCMC took 85.488593 sec Running MCMC mcmc-default-064-015-267.pickle manylnprob(): lnp = [-28469.40287522 -28472.33532795 -28477.3935408 -28468.69435267 -28472.71449911 -28475.75225038 -28473.56302495 -28479.58948805 -28471.94131801 -28476.21292038 -28472.56473221 -28482.19263832 -28478.98410159 -28471.26937336 -28491.39870019 -28477.36093273 -28482.84298939 -28508.6468121 -28495.54133143 -28476.50398605 -28472.36219856 -28488.74439293 -28480.59498441 -28473.4293959 -28483.20612131 -28469.89192351 -28476.37806546 -28481.98649069 -28492.81421229 -28493.5229547 -28493.72170198 -28476.43761636 -28475.04897591 -28475.13438842 -28478.5734016 -28474.81562741 -28481.48914625 -28478.63113355 -28477.68331836 -28474.60841576 -28484.00147625 -28471.24753922 -28475.56513181 -28476.10089711 -28478.6087463 -28473.46100502 -28485.73987654 -28467.41022251 -28477.8327501 -28466.16463723 -28511.36926891 -28496.67360246 -28467.41953056 -28474.41568295 -28477.98548472 -28479.77911698 -28472.51698753 -28515.37040171 -28468.31918282 -28474.65773011 -28481.02921118 -28476.57015016 -28472.02081437 -28474.70870511] manylnprob(): p[0] = [ 1.29105040e+00 2.12391852e+00 8.84798754e-01 -8.20863340e-03 8.77016892e-03 7.86850568e-04 9.04468353e-01 8.70254525e-01] main(): current acceptance fraction: 40.8115671642 MCMC took 85.991769 sec Running MCMC mcmc-default-064-015-268.pickle manylnprob(): lnp = [-28469.73952903 -28544.53975609 -28470.74192437 -28470.76921009 -28471.68186617 -28479.76574288 -28467.98901861 -28474.55361891 -28475.83824969 -28491.82919559 -28470.60343575 -28507.0656169 -28500.33824732 -28489.55008581 -28471.7998581 -28479.5785852 -28471.89523597 -28473.69617402 -28477.07238444 -28479.03694452 -28471.32621373 -28483.7589208 -28470.76192181 -28470.21451417 -28470.03698856 -28477.46868715 -28484.50767645 -28486.76762977 -28476.10543925 -28478.85082362 -28532.15462036 -28473.65642848 -28476.14749006 -28474.21459803 -28479.01319121 -28479.21347733 -28537.03483737 -28480.0243107 -28512.17189685 -28472.81498812 -28474.58597827 -28471.7719766 -28475.71135733 -28482.93775979 -28478.81239965 -28474.87995475 -28471.22631951 -28465.8760184 -28468.79868128 -28506.8160263 -28481.81956307 -28471.4760637 -28477.02893997 -28475.8471686 -28474.77658585 -28479.97644744 -28484.27906863 -28582.27892671 -28468.83100095 -28477.52755235 -28477.50573838 -28482.48731067 -28478.91515258 -28483.10638311] manylnprob(): p[0] = [ 1.29705571e+00 2.13564071e+00 8.92599506e-01 -8.22089616e-03 8.65839453e-03 7.27985365e-04 9.04259712e-01 8.86547016e-01] main(): current acceptance fraction: 40.8224907063 MCMC took 85.279971 sec Running MCMC mcmc-default-064-015-269.pickle manylnprob(): lnp = [-28468.61459408 -28475.18323578 -28468.8845779 -28490.56841223 -28473.22494949 -28483.25954745 -28472.90812494 -28473.8987324 -28478.14291249 -28479.052446 -28478.05771636 -28546.36187937 -28478.11545577 -28508.91252263 -28481.97296377 -28522.01524916 -28470.01390959 -28474.25496943 -28478.10348611 -28542.93543833 -28471.88231981 -28477.37178928 -28467.75905393 -28476.02875505 -28479.27851782 -28466.99109202 -28473.16761395 -28592.24737724 -28488.02066351 -28475.40274054 -28481.06349834 -28495.58741694 -28473.66679486 -28472.48813862 -28477.23875304 -28473.80751787 -28532.71087615 -28476.99069427 -28540.63842981 -28475.06301693 -28498.73952874 -28471.62410519 -28473.10219735 -28497.55385266 -28475.94378942 -28473.59425585 -28480.60906138 -28465.02731419 -28469.2765384 -28467.76557011 -28471.35587739 -28467.62248324 -28465.09133421 -28475.11528719 -28504.03114367 -28495.46551612 -28472.6817011 -28476.6758637 -28478.81972248 -28469.0115078 -28476.89587884 -28480.4714029 -28484.34538367 -28499.16650647] manylnprob(): p[0] = [ 1.29446629e+00 2.13068124e+00 8.89246302e-01 -8.19269398e-03 8.75223345e-03 7.86668800e-04 9.09266664e-01 8.75182475e-01] main(): current acceptance fraction: 40.8333333333 MCMC took 85.618359 sec Plotting trajectory traj-default-064-015-270.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-270.png Running MCMC mcmc-default-064-015-270.pickle manylnprob(): lnp = [-28467.60606609 -28480.13202273 -28469.216176 -28475.35332741 -28473.89169191 -28497.95697197 -28467.22049336 -28472.77320947 -28475.54349399 -28491.64729859 -28473.42791547 -28472.77001059 -28481.61545252 -28477.54761271 -28478.27678093 -28480.13579944 -28475.88969339 -28488.13972162 -28527.86981114 -28478.38286703 -28475.96982592 -28475.76129161 -28488.98673137 -28469.99066075 -28467.45605054 -28471.65386647 -28475.98713428 -28483.55803221 -28477.66909551 -28480.37867998 -28533.99795852 -28499.12991348 -28473.57135274 -28474.52251993 -28480.73310077 -28472.55179329 -28508.86373324 -28475.33212611 -28520.13664034 -28514.08991101 -28501.57724391 -28472.447191 -28478.75101652 -28473.13326163 -28484.74710245 -28472.76180375 -28468.84033342 -28465.77011005 -28470.34131842 -28472.16812169 -28471.46774207 -28471.21022018 -28470.51310454 -28474.78713422 -28476.37664716 -28472.71035277 -28485.72934107 -28510.22978716 -28500.63623176 -28479.3026095 -28475.49105492 -28477.53976573 -28483.53782733 -28498.16730531] manylnprob(): p[0] = [ 1.29595435e+00 2.13343953e+00 8.91065906e-01 -8.22636558e-03 8.67643157e-03 7.38800796e-04 9.07712106e-01 8.72221838e-01] main(): current acceptance fraction: 40.7806734317 MCMC took 85.386085 sec Running MCMC mcmc-default-064-015-271.pickle manylnprob(): lnp = [-28472.20759653 -28491.63814901 -28468.67473669 -28490.66688472 -28486.13232931 -28477.72108572 -28468.01697183 -28475.42660577 -28502.79233002 -28475.88097795 -28480.90537193 -28502.20627297 -28480.66646236 -28472.71265607 -28472.18456665 -28479.45203151 -28469.47519308 -28576.37060244 -28473.39288375 -28485.03528259 -28482.88832353 -28488.59603257 -28504.85885251 -28581.55383226 -28468.28621971 -28472.62104263 -28472.57298246 -28474.70128653 -28493.13780807 -28480.3820382 -28481.04795459 -28470.74149101 -28480.81169571 -28471.18742892 -28482.2197798 -28501.36812406 -28478.63156752 -28475.71877763 -28476.17433395 -28477.46519785 -28471.54469556 -28473.01561174 -28485.2999638 -28480.02939617 -28479.04784028 -28473.64727969 -28481.24338958 -28464.67341329 -28469.68604873 -28521.03204643 -28469.28587206 -28471.28216072 -28464.06996979 -28474.64767935 -28528.71233742 -28472.31482071 -28473.37926472 -28475.17940023 -28466.25938006 -28472.86305123 -28481.43866008 -28475.6334729 -28472.2628669 -28514.08820177] manylnprob(): p[0] = [ 1.30288119e+00 2.14705098e+00 8.99523272e-01 -8.14143320e-03 8.71970977e-03 7.60293217e-04 9.05257498e-01 8.80322830e-01] main(): current acceptance fraction: 40.7801011029 MCMC took 85.28135 sec Running MCMC mcmc-default-064-015-272.pickle manylnprob(): lnp = [-28468.24708621 -28475.81565582 -28473.64112065 -28471.83911112 -28469.18269366 -28478.80379351 -28469.87597476 -28472.68672608 -28502.95213107 -28480.48899603 -28470.71050074 -28493.09878615 -28496.32364966 -28471.29950318 -28478.13025413 -28483.7404158 -28469.30013972 -28468.23220703 -28481.19487542 -28479.91538203 -28471.50324484 -28515.65372297 -28460.82806171 -28532.03333835 -28468.95207377 -28523.10530354 -28476.23665441 -28491.12985141 -28483.60495421 -28492.03616249 -28476.5278169 -28483.17991759 -28512.41887778 -28474.93269002 -28476.00736615 -28506.42089816 -28474.64675279 -28474.60177586 -28514.37829112 -28488.59317943 -28473.25456856 -28478.39120368 -28472.89380764 -28475.71857862 -28514.88170983 -28485.9322261 -28481.3320576 -28465.20934196 -28482.87773209 -28493.00179255 -28488.31649552 -28534.13722988 -28464.54564618 -28471.22948048 -28475.62691779 -28485.45024116 -28474.76825159 -28482.47283195 -28466.52366562 -28474.85420121 -28477.57207262 -28477.24425985 -28472.01206381 -28478.73511977] manylnprob(): p[0] = [ 1.29641216e+00 2.13527020e+00 8.92507847e-01 -8.33471042e-03 8.45837125e-03 6.08794758e-04 9.12050944e-01 9.02710218e-01] main(): current acceptance fraction: 40.7451923077 MCMC took 85.304085 sec Running MCMC mcmc-default-064-015-273.pickle manylnprob(): lnp = [-28469.640577 -28494.21051314 -28468.43520418 -28489.59387503 -28469.4355732 -28477.56205017 -28462.14121359 -28480.96311845 -28469.20392853 -28475.00792029 -28474.41786329 -28471.83203515 -28471.55532362 -28472.92905588 -28472.24516907 -28486.79564312 -28470.60262502 -28468.22302871 -28474.04919747 -28502.80470461 -28471.30522406 -28475.77577977 -28466.48521334 -28472.29511372 -28506.6035502 -28476.54174214 -28471.99362091 -28484.97885347 -28482.23751614 -28475.26871057 -28475.42553248 -28473.03286748 -28473.11442929 -28471.06580186 -28496.3595706 -28480.08595807 -28476.28708772 -28476.2063414 -28481.23441945 -28474.89326939 -28482.39942166 -28475.97511925 -28473.51967216 -28473.70806617 -28517.6024548 -28484.64963658 -28488.80476308 -28469.74919563 -28467.06228426 -28466.01820211 -28485.2742014 -28471.4573064 -28465.08447981 -28481.87852658 -28475.0119594 -28480.235041 -28500.21267145 -28481.68359445 -28471.92912098 -28483.5290294 -28468.96332651 -28482.51231471 -28487.08926991 -28478.79794787] manylnprob(): p[0] = [ 1.29303713e+00 2.12776970e+00 8.87303382e-01 -8.23660405e-03 8.66073295e-03 7.40509353e-04 9.11787351e-01 8.87639664e-01] main(): current acceptance fraction: 40.7105383212 MCMC took 85.671265 sec Running MCMC mcmc-default-064-015-274.pickle manylnprob(): lnp = [-28466.44288425 -28479.41435701 -28473.69166139 -28473.178732 -28476.68817849 -28478.07682315 -28463.85072367 -28474.71864629 -28486.18197839 -28470.8473963 -28479.92875364 -28483.94093338 -28478.68166814 -28472.77750781 -28472.12779469 -28482.4506506 -28467.69592132 -28468.61148786 -28506.24328547 -28517.89604711 -28472.95784184 -28475.17222796 -28466.43456603 -28469.40929301 -28464.87985145 -28471.64573267 -28475.91220002 -28475.55701561 -28481.40488417 -28485.22132792 -28477.84978687 -28519.12210428 -28468.05519583 -28470.77067056 -28480.28517816 -28469.48333723 -28476.41196114 -28487.86806567 -28471.40383455 -28495.24346894 -28483.04423493 -28487.89749737 -28472.76142271 -28476.25411486 -28533.47679467 -28473.30796801 -28466.91868192 -28495.42721062 -28503.85216102 -28475.90196152 -28471.15207346 -28467.39718302 -28466.56833989 -28471.6627263 -28477.8848006 -28476.67997289 -28490.47201384 -28474.32857268 -28467.59371376 -28475.49750023 -28468.88851923 -28474.16681299 -28469.48472956 -28474.81471066] manylnprob(): p[0] = [ 1.29746440e+00 2.13738589e+00 8.93861534e-01 -8.32547352e-03 8.46659707e-03 6.15667832e-04 9.12050747e-01 8.96957161e-01] main(): current acceptance fraction: 40.7102272727 MCMC took 84.598453 sec Running MCMC mcmc-default-064-015-275.pickle manylnprob(): lnp = [-28463.7681257 -28485.01438096 -28468.43767126 -28485.42887551 -28509.27000664 -28519.02117655 -28488.91392739 -28473.96089135 -28485.67029986 -28499.00312648 -28481.8592897 -28470.35092855 -28471.95941056 -28495.15035096 -28474.27502051 -28477.97957653 -28470.99336303 -28468.62364837 -28480.30285776 -28475.92402661 -28473.33496187 -28475.23862174 -28462.47320187 -28467.90016402 -28498.02085812 -28492.6680955 -28472.20090125 -28472.46829978 -28498.21928538 -28467.76114563 -28476.13917182 -28473.54683197 -28472.85834773 -28498.62043808 -28515.92168639 -28471.36976071 -28477.02905137 -28478.13369092 -28473.12218131 -28476.76621288 -28484.39589974 -28513.39946584 -28472.56683217 -28476.13769101 -28479.12445501 -28475.24383598 -28476.15665385 -28464.49425394 -28488.54831251 -28465.32003304 -28471.32018998 -28460.13024496 -28462.73932729 -28490.95544962 -28473.87780434 -28517.7370389 -28494.34575312 -28472.85562002 -28468.73215881 -28473.37117817 -28474.13771039 -28474.28978338 -28472.05817944 -28474.83315443] manylnprob(): p[0] = [ 1.29945669e+00 2.14093978e+00 8.95603702e-01 -8.25594808e-03 8.61500753e-03 7.05609590e-04 9.15757664e-01 8.56952899e-01] main(): current acceptance fraction: 40.6816123188 MCMC took 85.339117 sec Running MCMC mcmc-default-064-015-276.pickle manylnprob(): lnp = [-28467.8562985 -28639.63002637 -28473.12363749 -28484.31497674 -28469.33598188 -28479.49224152 -28461.77341673 -28467.55630895 -28473.08291917 -28474.26313716 -28474.08751982 -28499.14154069 -28470.03820441 -28479.69917686 -28472.8688257 -28516.99073895 -28471.92564361 -28487.4047625 -28611.56391006 -28522.84757005 -28471.57631528 -28480.7312954 -28460.19406637 -28468.98878037 -28466.41960994 -28472.24617003 -28485.3193507 -28472.75550018 -28478.08924231 -28469.11737457 -28474.62211798 -28472.2396376 -28475.80594871 -28473.91627696 -28480.01238315 -28488.58660285 -28480.18598498 -28481.89927275 -28471.37267633 -28473.47957434 -28470.70973464 -28499.06405003 -28507.29390717 -28488.59452297 -28534.16738372 -28475.48140663 -28477.11165764 -28463.44887773 -28487.49773062 -28466.10889563 -28477.0576691 -28461.17172686 -28462.99250399 -28473.70686054 -28473.57876954 -28496.06263973 -28476.69418386 -28482.60616051 -28476.00954908 -28473.58780187 -28469.15731733 -28471.28800622 -28475.7772746 -28474.28279379] manylnprob(): p[0] = [ 1.29626459e+00 2.13640331e+00 8.93304797e-01 -8.40050390e-03 8.37803123e-03 5.69219781e-04 9.01557844e-01 8.65592493e-01] main(): current acceptance fraction: 40.6588447653 MCMC took 84.675327 sec Running MCMC mcmc-default-064-015-277.pickle manylnprob(): lnp = [-28484.96672217 -28476.98449194 -28469.71131789 -28502.12067794 -28487.04681191 -28514.1179583 -28462.52335411 -28464.30288596 -28484.36527663 -28484.15465837 -28471.23077367 -28471.70957242 -28475.67128057 -28465.30491645 -28472.7381632 -28475.73796528 -28473.4782428 -28467.26941729 -28474.68808721 -28474.14374238 -28470.46589437 -28483.25569759 -28462.17125205 -28467.40137062 -28462.52263647 -28479.14532935 -28471.97014301 -28487.00769708 -28488.09523009 -28486.38431088 -28476.03783071 -28473.81799297 -28471.87037315 -28500.41028666 -28477.38043866 -28476.64240888 -28480.43684099 -28493.64979887 -28471.56945101 -28471.13591427 -28470.77263396 -28473.6817954 -28476.25393721 -28545.8727193 -28505.7409333 -28487.26100553 -28477.86775051 -28483.59544996 -28489.37117005 -28481.45675672 -28471.73984442 -28456.20162378 -28523.48103778 -28481.48419003 -28474.06789423 -28474.65245479 -28491.61224367 -28483.30401432 -28469.27161352 -28469.5103921 -28470.80846488 -28482.39483308 -28583.73521369 -28479.43554757] manylnprob(): p[0] = [ 1.30698469e+00 2.15711327e+00 9.06917396e-01 -8.53475583e-03 8.02303952e-03 3.09572408e-04 9.20378117e-01 9.32298030e-01] main(): current acceptance fraction: 40.6306205036 MCMC took 85.407807 sec Running MCMC mcmc-default-064-015-278.pickle manylnprob(): lnp = [-28466.33426391 -28480.66800011 -28481.34070694 -28473.12334267 -28497.86827938 -28471.26858641 -28468.27260995 -28497.47547383 -28471.52080106 -28480.14985783 -28508.71133619 -28490.0379631 -28517.79103139 -28462.79457845 -28472.37472772 -28467.54609996 -28469.4996996 -28482.16732055 -28473.09128496 -28475.63796051 -28475.07552177 -28473.4046528 -28459.64602143 -28472.36756589 -28462.80758795 -28472.44658675 -28477.26997547 -28498.57753136 -28487.42047735 -28476.16906997 -28497.11308336 -28491.5641038 -28471.94493226 -28484.87176911 -28493.48840388 -28473.05988654 -28509.48016651 -28499.27390505 -28467.37349867 -28463.46726517 -28474.91207221 -28476.15690155 -28468.51089252 -28488.13825417 -28474.51327758 -28487.08827001 -28467.7563578 -28464.24545753 -28485.45545106 -28463.00440573 -28471.70415717 -28450.09789396 -28466.17039821 -28492.25955911 -28485.28990228 -28472.62606099 -28480.37799997 -28473.29344157 -28472.75651875 -28468.73682182 -28471.61613281 -28473.88187628 -28547.02927264 -28472.51651618] manylnprob(): p[0] = [ 1.29682326e+00 2.13601263e+00 8.92928663e-01 -8.30620001e-03 8.51134386e-03 6.42753931e-04 9.12511600e-01 8.92452388e-01] main(): current acceptance fraction: 40.6530017921 MCMC took 85.467155 sec Running MCMC mcmc-default-064-015-279.pickle manylnprob(): lnp = [-28488.13690907 -28485.32056095 -28487.02361884 -28486.96814869 -28485.77748362 -28472.75883628 -28466.79231981 -28463.92073687 -28555.13992782 -28473.69678388 -28474.30135755 -28469.93843535 -28470.58578759 -28462.81401657 -28470.81225312 -28468.87682075 -28472.88382518 -28469.83950777 -28478.3513406 -28548.94799123 -28482.98400371 -28475.2677655 -28479.36288141 -28477.53105657 -28461.92853429 -28504.83539836 -28473.27556979 -28474.84209133 -28480.27026316 -28472.20022506 -28469.10598002 -28474.40407237 -28468.53878029 -28471.21840926 -28557.75118897 -28535.39185386 -28484.52657826 -28560.39968303 -28470.38484495 -28464.00459565 -28493.05101843 -28472.96892076 -28468.18469676 -28474.52698298 -28525.92741436 -28474.14804339 -28477.31987862 -28494.02698887 -28469.14799595 -28465.50750566 -28471.03987613 -28450.05196059 -28484.37014193 -28494.4325454 -28474.13939303 -28517.85962988 -28475.9420806 -28472.98630977 -28475.44294087 -28490.7125459 -28502.79351231 -28481.41519197 -28495.85836531 -28473.17978647] manylnprob(): p[0] = [ 1.29318589e+00 2.12671735e+00 8.87698699e-01 -8.10477484e-03 8.87195392e-03 8.07853074e-04 9.14345719e-01 8.70291168e-01] main(): current acceptance fraction: 40.6194196429 MCMC took 85.515565 sec Plotting trajectory traj-default-064-015-280.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-280.png Running MCMC mcmc-default-064-015-280.pickle manylnprob(): lnp = [-28467.65127455 -28478.28192788 -28474.59335059 -28468.076779 -28471.86117584 -28467.61612744 -28524.57496942 -28471.63633964 -28541.33958709 -28488.43576806 -28470.33772937 -28500.96765175 -28470.10072722 -28456.99094803 -28469.39043204 -28466.77237865 -28484.2635997 -28470.19231953 -28485.43079504 -28476.38018925 -28484.23537912 -28489.8177745 -28463.63391569 -28489.62150395 -28463.42704521 -28484.78724862 -28473.23144386 -28463.85745286 -28478.41668506 -28473.21183437 -28465.74811595 -28494.0745456 -28468.43366023 -28472.52127161 -28492.84385605 -28491.64042893 -28514.98141362 -28516.40717519 -28467.40856894 -28461.55073153 -28475.3025913 -28465.44435447 -28468.05677477 -28469.95354511 -28485.37331059 -28474.04993674 -28464.19768511 -28474.33458654 -28465.23136245 -28464.3225124 -28477.98128917 -28456.7473717 -28526.9447686 -28471.87851114 -28505.76475174 -28474.54960069 -28473.21529767 -28509.82996601 -28467.16082415 -28472.38600689 -28464.64341038 -28475.52373813 -28510.92387896 -28482.40835566] manylnprob(): p[0] = [ 1.29434043e+00 2.13082593e+00 8.89391664e-01 -8.26401862e-03 8.63207449e-03 7.10347937e-04 9.12689836e-01 8.89664403e-01] main(): current acceptance fraction: 40.6027580071 MCMC took 84.298853 sec Running MCMC mcmc-default-064-015-281.pickle manylnprob(): lnp = [-29666.14799869 -28491.22655787 -28469.64877758 -28466.09906332 -28462.59437751 -28470.61525649 -28462.25639505 -28463.29972339 -28473.24888842 -28472.15935051 -28473.72430329 -28470.17882213 -28468.8921542 -28461.85739546 -28468.95734872 -28469.28377769 -28485.36063246 -28466.4088196 -28474.05395484 -28469.29695104 -28485.03259473 -28473.74985616 -28499.68054443 -28481.8455035 -28459.5170173 -28510.0944285 -28473.69156274 -28464.98329203 -28503.35138126 -28458.71684534 -28465.98894055 -28464.28719913 -28530.34441848 -28485.69455155 -28476.4308113 -28483.63128817 -28478.04430419 -28554.44536371 -28483.53887024 -28462.66152562 -28475.54311263 -28470.79147744 -28468.69936501 -28468.88928003 -28502.29199834 -28487.24903922 -28494.23470243 -28463.67061731 -28490.05481793 -28464.26806126 -28469.98057395 -28465.33447777 -28470.38996244 -28491.92424319 -28474.47526764 -28472.19068558 -28483.54616518 -28472.55443414 -28470.74136841 -28506.09401431 -28461.30127081 -28475.16516054 -28477.99255991 -28474.86868045] manylnprob(): p[0] = [ 1.29639748e+00 2.13537180e+00 8.92491614e-01 -8.33902607e-03 8.33409723e-03 5.61449282e-04 9.04714604e-01 1.01552459e+00] main(): current acceptance fraction: 40.5917553191 MCMC took 84.718823 sec Running MCMC mcmc-default-064-015-282.pickle manylnprob(): lnp = [-28475.47655504 -28479.16890619 -28469.76830556 -28466.15766839 -28462.74564453 -28469.67617805 -28459.03495827 -28467.74808273 -28507.54632127 -28473.47988057 -28471.85085549 -28489.36792237 -28479.68267446 -28457.26905433 -28481.85082247 -28474.39077105 -28471.41953932 -28468.6384737 -28481.25082866 -28467.57206267 -28470.86442471 -28477.66186466 -28488.0134171 -28469.98221652 -28459.34227515 -28483.93306794 -28482.95501908 -28491.30969215 -28482.4455752 -28457.16799928 -28466.88612941 -28466.59586798 -28467.35573109 -28470.1194967 -28468.3976198 -28467.26224231 -28516.98964497 -28538.76768387 -28469.16585748 -28462.87993424 -28468.70619175 -28471.12462372 -28470.47343213 -28475.3344631 -28511.53145721 -28486.60279035 -28467.38077329 -28463.01640927 -28468.01280282 -28463.88279145 -28472.04657652 -28456.36375511 -28461.73611673 -28478.0303658 -28478.46499543 -28536.34724459 -28475.78371101 -28473.17003649 -28467.86357368 -28484.64345137 -28459.86287414 -28522.85878053 -28474.25940203 -28472.32909761] manylnprob(): p[0] = [ 1.29715008e+00 2.13566282e+00 8.92997593e-01 -8.23921999e-03 8.58295360e-03 6.80403211e-04 9.12115589e-01 9.15078711e-01] main(): current acceptance fraction: 40.5808303887 MCMC took 84.642784 sec Running MCMC mcmc-default-064-015-283.pickle manylnprob(): lnp = [-28467.03855575 -28472.64444383 -28516.34727251 -28464.21718122 -28462.46157083 -28466.92836528 -28488.06417875 -28463.2768883 -28502.35834913 -28498.25249756 -28540.11545828 -28481.80270671 -28470.22922869 -28458.47042764 -28468.92883049 -28468.9298412 -28471.55810807 -28466.54749523 -28472.93185372 -28470.64028503 -28477.03542866 -28472.89848622 -28517.80630497 -28467.71955127 -28471.60870617 -28470.50164349 -28474.77264683 -28463.51013248 -28477.04034991 -28460.98990856 -28461.87623749 -28469.15865456 -28464.79058972 -28473.322126 -28468.00103676 -28478.77472712 -28487.47851936 -28535.01658439 -28468.27456189 -28464.34695854 -28469.90691547 -28469.14382232 -28472.41526691 -28475.80193791 -28475.4320041 -28487.89135191 -28464.3968172 -28468.4095135 -28471.30839036 -28463.93568926 -28468.18927364 -28461.58836462 -28465.95951577 -28479.68420222 -28475.32589719 -28478.64395805 -28485.22971645 -28483.14350609 -28472.78955138 -28478.52775243 -28459.55378602 -28475.22420469 -28473.60867252 -28491.13024513] manylnprob(): p[0] = [ 1.29381451e+00 2.12987981e+00 8.88631902e-01 -8.25614703e-03 8.64664714e-03 7.25913388e-04 9.16545602e-01 8.83396832e-01] main(): current acceptance fraction: 40.5644806338 MCMC took 85.242542 sec Running MCMC mcmc-default-064-015-284.pickle manylnprob(): lnp = [-28468.76412836 -28470.30322675 -28468.19003537 -28464.08499976 -28462.59893596 -28469.11289855 -28499.4110496 -28467.43476937 -28472.18925581 -28485.58300906 -28475.03902936 -28472.68481518 -28475.06410334 -28467.00585829 -28467.80895739 -28483.64410013 -28473.74587802 -28465.67953268 -28471.8908497 -28476.30551149 -28500.9016478 -28481.0365333 -28462.48433807 -28478.68082861 -28480.25427681 -28466.46106995 -28506.59400052 -28468.86513268 -28498.08098983 -28456.84312348 -28481.9566565 -28503.61883654 -28466.36558067 -28464.94411751 -28465.20594377 -28483.48227884 -28475.29857927 -28482.00026646 -28472.06785687 -28494.06697257 -28471.87115161 -28466.03832976 -28476.49017949 -28467.77404675 -28504.55059463 -28472.67575373 -28464.35632286 -28465.48757091 -28464.1945536 -28481.34187173 -28472.64506601 -28448.47910715 -28465.42911181 -28473.25685331 -28510.80113093 -28518.19645144 -28489.86295696 -28467.55316723 -28466.30548217 -28475.57680069 -28459.05694759 -28480.27216593 -28475.11929593 -28472.0776728 ] manylnprob(): p[0] = [ 1.30558173e+00 2.15364557e+00 9.04113792e-01 -8.25087631e-03 8.47279835e-03 6.17248111e-04 9.10403815e-01 9.08933449e-01] main(): current acceptance fraction: 40.5153508772 MCMC took 85.189943 sec Running MCMC mcmc-default-064-015-285.pickle manylnprob(): lnp = [-28533.86761809 -28467.34296143 -28464.3777922 -28465.4492082 -28462.43434334 -28475.28385304 -28458.18574275 -28466.91220581 -28536.68465839 -28473.6512257 -28480.90627852 -28480.60467447 -28477.40979501 -28457.33739133 -28479.01224329 -28468.17295582 -28465.19233424 -28466.47975911 -28464.43542018 -28469.67093967 -28471.55345116 -28480.28498478 -28535.60953667 -28480.19832828 -28475.15006066 -28465.56951043 -28528.47652053 -28481.15883471 -28478.11052596 -28457.13792697 -28465.93260243 -28466.27084301 -28466.73677949 -28462.94486628 -28471.02674693 -28465.55075023 -28482.84569228 -28493.91365726 -28468.19777009 -28463.97337003 -28482.58013928 -28464.09836076 -28469.41879424 -28477.05223734 -28473.7053866 -28468.86138209 -28464.55026728 -28458.80809109 -28501.75039794 -28496.6348587 -28466.53167093 -28449.05306406 -28461.23342471 -28466.01661804 -28501.91353742 -28502.09988242 -28475.53677713 -28474.53728176 -28469.94423785 -28479.01289021 -28459.79979099 -28468.63801201 -28475.80721284 -28519.00578557] manylnprob(): p[0] = [ 1.30535824e+00 2.14795044e+00 9.01171341e-01 -8.10122044e-03 8.69967999e-03 7.16990101e-04 9.12941116e-01 9.65294007e-01] main(): current acceptance fraction: 40.5157342657 MCMC took 84.761268 sec Running MCMC mcmc-default-064-015-286.pickle manylnprob(): lnp = [-28498.61870073 -28464.3421228 -28467.71048466 -28468.70214866 -28470.56313976 -28472.54886767 -28458.94631318 -28465.85547584 -28491.0531141 -28487.06926939 -28473.2205821 -28470.24727971 -28466.96021811 -28459.02447916 -28466.76155113 -28468.28838198 -28465.93107206 -28466.59537022 -28469.03687074 -28468.46025537 -28479.63981762 -28484.50314773 -28519.24807648 -28517.03921178 -28474.00895464 -28472.44128594 -28468.92249101 -28464.30847617 -28473.55921793 -28461.16836219 -28461.95514474 -28482.50717602 -28472.29482511 -28462.65987612 -28469.01089989 -28465.73814051 -28475.93389634 -28500.81362637 -28471.96895579 -28465.59653759 -28480.54816553 -28464.07928528 -28472.74151539 -28480.1773479 -28471.65286176 -28465.13168221 -28464.6199619 -28471.53672846 -28465.12889165 -28465.12042016 -28469.11346479 -28450.41558246 -28465.51449914 -28469.63986268 -28475.26857231 -28488.03111574 -28486.63079327 -28464.76332572 -28464.30193353 -28466.7773964 -28525.65942653 -28474.44817007 -28466.55885017 -28475.05980802] manylnprob(): p[0] = [ 1.31770967e+00 2.17795700e+00 9.20176219e-01 -8.16984028e-03 8.38536768e-03 5.75253218e-04 9.18681110e-01 9.58843691e-01] main(): current acceptance fraction: 40.49978223 MCMC took 85.609653 sec Running MCMC mcmc-default-064-015-287.pickle manylnprob(): lnp = [-28470.30886375 -28463.41422624 -28468.01822806 -28465.95192158 -28462.02562506 -28468.96095189 -28462.57219149 -28466.93086516 -28561.39112102 -28543.7882926 -28475.16803465 -28469.87441531 -28471.93235668 -28455.47805167 -28474.64671546 -28473.74451531 -28468.99309898 -28466.89714817 -28463.84343563 -28467.73220569 -28467.10820625 -28506.8730537 -28460.69289888 -28467.8264642 -28460.05099719 -28462.16650094 -28477.62472341 -28467.4289868 -28498.59392271 -28466.06360238 -28468.20690287 -28468.67002905 -28467.90953295 -28462.93355242 -28483.01033308 -28467.71614202 -28482.14031389 -28567.4606154 -28467.97940304 -28517.14642113 -28483.96369826 -28463.01739782 -28487.06560149 -28470.57035201 -28505.73008628 -28459.64135686 -28467.76334581 -28458.25472554 -28466.00818165 -28522.08189801 -28491.97551856 -28449.1415408 -28459.43034428 -28466.06298642 -28475.8085112 -28499.96815299 -28472.25510548 -28463.75798335 -28468.94811252 -28467.57709483 -28460.18829538 -28477.01094802 -28476.4006626 -28471.60903223] manylnprob(): p[0] = [ 1.30582126e+00 2.15407690e+00 9.04415753e-01 -8.24938340e-03 8.47001321e-03 6.15116132e-04 9.10345543e-01 9.11551196e-01] main(): current acceptance fraction: 40.5002170139 MCMC took 85.802383 sec Running MCMC mcmc-default-064-015-288.pickle manylnprob(): lnp = [-28465.59529585 -28477.39538701 -28464.37690089 -28471.26046735 -28456.48748596 -28469.96346216 -28458.12623226 -28484.03270716 -28473.17544773 -28469.74726615 -28507.1802839 -28475.34905375 -28482.71743402 -28456.77353923 -28466.81906805 -28482.61831425 -28465.84533495 -28465.70548013 -28468.77698475 -28467.77133152 -28468.80927581 -28475.37978341 -28458.02319709 -28487.65805977 -28474.19525323 -28464.58850702 -28469.0767276 -28462.42323217 -28478.17414363 -28458.67121695 -28460.46176606 -28461.10008755 -28467.25367803 -28464.42507405 -28476.75952736 -28465.7728002 -28493.28391964 -28473.32829822 -28496.38838864 -28460.80873314 -28474.16574568 -28462.96157759 -28472.03033459 -28481.17193716 -28475.32091659 -28461.29366972 -28477.34697117 -28457.89014647 -28481.62744315 -28464.72751039 -28476.06932661 -28448.90460181 -28456.38744323 -28461.33215686 -28474.7783579 -28470.7502381 -28496.1046969 -28529.67239908 -28468.37508255 -28465.75458372 -28513.03600095 -28466.50520345 -28464.86681008 -28472.91599836] manylnprob(): p[0] = [ 1.30418064e+00 2.15117948e+00 9.02388805e-01 -8.26116789e-03 8.48811583e-03 6.30459605e-04 9.10798798e-01 8.91650202e-01] main(): current acceptance fraction: 40.5168685121 MCMC took 84.542267 sec Running MCMC mcmc-default-064-015-289.pickle manylnprob(): lnp = [-28464.44726685 -28463.70580745 -28477.16225321 -28463.32594703 -28452.85551456 -28490.05889719 -28457.61732677 -28465.63298359 -28516.9260396 -28499.34623929 -28498.07853986 -28480.67325615 -28482.41114215 -28458.54261675 -28473.79121901 -28475.4380359 -28465.98057747 -28468.33260144 -28470.91805452 -28466.3321469 -28468.71641182 -28474.84207975 -28461.8918315 -28466.29464766 -28473.70439511 -28470.62806321 -28470.53232561 -28469.93503333 -28499.5189643 -28460.4889779 -28460.5368239 -28465.04443245 -28476.45645991 -28470.45731426 -28481.43323587 -28465.9126352 -28472.57002573 -28502.5758729 -28467.34555941 -28473.59958805 -28478.05986786 -28463.44588368 -28471.34563767 -28465.29314899 -28543.18892954 -28464.45172441 -28466.46276344 -28463.11402802 -28474.74816469 -28463.14962923 -28469.27582689 -28453.54406482 -28459.35147708 -28463.94751451 -28480.50889476 -28483.41769641 -28478.25907163 -28463.42012045 -28475.88327876 -28464.56316397 -28459.80609935 -28466.71845366 -28464.86132994 -28479.82188527] manylnprob(): p[0] = [ 1.30392815e+00 2.15095696e+00 9.02206234e-01 -8.28883000e-03 8.45356476e-03 6.10299688e-04 9.10476783e-01 8.89601660e-01] main(): current acceptance fraction: 40.4795258621 MCMC took 85.526244 sec Plotting trajectory traj-default-064-015-290.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-290.png Running MCMC mcmc-default-064-015-290.pickle manylnprob(): lnp = [-28464.50625938 -28464.02374877 -28471.04031748 -28467.82004572 -28452.8800664 -28471.83023449 -28457.36929254 -28478.97612209 -28466.48162897 -28472.05180857 -28484.10898998 -28474.28389678 -28466.90795773 -28461.90553086 -28472.07575097 -28468.37467491 -28464.36811754 -28464.79901805 -28504.9704672 -28474.11025987 -28467.10467837 -28480.38451882 -28463.10222571 -28512.31503651 -28459.81613441 -28460.66712326 -28463.8258326 -28466.76767657 -28477.54250276 -28527.99736447 -28454.04945365 -28471.78701404 -28468.14269082 -28460.24912549 -28494.02902116 -28466.08084983 -28470.51391 -28490.421315 -28470.41827429 -28460.32154252 -28498.9439047 -28467.4650126 -28479.45930123 -28468.75286253 -28523.10870975 -28463.06758001 -28500.5923943 -28457.87902085 -28478.27464937 -28518.25955201 -28466.74823401 -28450.20902806 -28460.54534351 -28460.9555552 -28479.85184097 -28471.97064354 -28472.18611663 -28460.2079542 -28464.57701196 -28463.04925332 -28462.64650168 -28466.54234648 -28467.59024783 -28467.4040314 ] manylnprob(): p[0] = [ 1.30437736e+00 2.15192528e+00 9.02873219e-01 -8.29735097e-03 8.43245467e-03 5.95915019e-04 9.10514727e-01 8.92528092e-01] main(): current acceptance fraction: 40.4746563574 MCMC took 85.360933 sec Running MCMC mcmc-default-064-015-291.pickle manylnprob(): lnp = [-28477.69390718 -28467.04120723 -28466.40854921 -28463.7316541 -28452.65717462 -28477.4910248 -28461.43174283 -28464.96943788 -28479.61223106 -28473.24098831 -28474.68439615 -28488.43092553 -28467.05005668 -28456.81000326 -28472.88316645 -28476.80346394 -28463.57603354 -28465.7333781 -28491.84927709 -28474.59390279 -28466.4208987 -28474.78210376 -28460.05085365 -28466.08770654 -28462.10358608 -28474.83865416 -28462.15965236 -28484.61713115 -28481.26988408 -28458.06927623 -28455.57044571 -28461.80724582 -28466.5870834 -28461.860276 -28481.80280237 -28465.3332026 -28475.70603442 -28477.64854304 -28466.44905399 -28461.01160016 -28478.83770793 -28465.12465914 -28476.75415742 -28471.06640209 -28471.2464151 -28460.62372374 -28476.68583849 -28457.7329679 -28465.95343405 -28504.13929863 -28469.22163673 -28456.00733355 -28460.89635388 -28463.50096227 -28480.2271967 -28467.88958908 -28471.44996024 -28459.99856007 -28462.69721029 -28462.83980017 -28462.87900536 -28467.42431139 -28467.74668533 -28468.64453009] manylnprob(): p[0] = [ 1.31163440e+00 2.16667163e+00 9.12502335e-01 -8.28877468e-03 8.30820614e-03 5.26174498e-04 9.08767226e-01 9.37922519e-01] main(): current acceptance fraction: 40.4805222603 MCMC took 85.182982 sec Running MCMC mcmc-default-064-015-292.pickle manylnprob(): lnp = [-28460.63450937 -28463.79424435 -28478.83116528 -28467.53760006 -28462.09391417 -28479.19481202 -28462.48645277 -28465.09403474 -28464.75087136 -28465.80387964 -28461.66035639 -28477.72930157 -28468.26625573 -28457.6004815 -28481.20306077 -28468.28757713 -28468.14390481 -28464.64180477 -28470.99637216 -28464.50803505 -28475.59658927 -28474.8124186 -28457.01662156 -28490.70977711 -28481.86913535 -28463.49519541 -28491.96181114 -28462.22155109 -28475.68417735 -28454.80846711 -28458.35604025 -28458.52621557 -28466.91957492 -28462.62349881 -28466.92904903 -28462.79264786 -28464.96344709 -28472.33132428 -28464.25695529 -28496.33246853 -28474.50050944 -28466.65497231 -28490.1264496 -28467.85949291 -28472.8805169 -28455.43083302 -28476.25747592 -28458.76091268 -28465.30247271 -28462.20024814 -28466.36212856 -28450.81169905 -28460.51045668 -28463.35888011 -28474.00484015 -28463.23317098 -28480.2301607 -28460.61097143 -28457.63174452 -28467.45952746 -28478.42213973 -28466.51361804 -28465.0162249 -28481.70318693] manylnprob(): p[0] = [ 1.30162512e+00 2.14722208e+00 8.99716075e-01 -8.38238847e-03 8.35972343e-03 5.55753994e-04 9.08450086e-01 8.81758584e-01] main(): current acceptance fraction: 40.5130119454 MCMC took 85.281832 sec Running MCMC mcmc-default-064-015-293.pickle manylnprob(): lnp = [-28466.96899848 -28464.55973905 -28480.04254706 -28463.02578319 -28458.57651095 -28490.61304377 -28463.8318323 -28468.38853929 -28466.65932119 -28471.49825696 -28464.37722227 -28470.00258359 -28467.17057684 -28458.32855176 -28480.29472202 -28475.49395635 -28468.78463017 -28467.88813852 -28468.76938575 -28475.25342955 -28465.82803337 -28471.80375003 -28461.29244456 -28474.31908064 -28461.49975808 -28461.98229377 -28486.05885221 -28459.72515651 -28487.06730273 -28454.7647721 -28458.92913069 -28465.23829612 -28470.6723701 -28470.40765988 -28466.79927354 -28466.67702879 -28471.50830967 -28474.21012139 -28469.37159082 -28479.39642801 -28471.25608924 -28484.57571976 -28496.92497744 -28469.95312417 -28487.26952437 -28459.61190262 -28489.82101323 -28459.08711343 -28465.12694205 -28464.14077372 -28467.41820758 -28455.06077142 -28461.93000288 -28464.35216888 -28477.49134222 -28480.79080873 -28471.44551458 -28490.50077248 -28455.67756134 -28466.09533839 -28460.8767141 -28469.17375446 -28469.95905004 -28470.3347494 ] manylnprob(): p[0] = [ 1.29841553e+00 2.14036293e+00 8.95196200e-01 -8.30341068e-03 8.53162977e-03 6.54550952e-04 9.09687047e-01 8.67542802e-01] main(): current acceptance fraction: 40.4655612245 MCMC took 84.374939 sec Running MCMC mcmc-default-064-015-294.pickle manylnprob(): lnp = [-28470.50552069 -28500.39887358 -28473.5417218 -28468.0211262 -28471.09032926 -28476.41545965 -28469.57234488 -28464.91389971 -28481.00578297 -28483.52588392 -28462.47401221 -28469.42395477 -28470.05202434 -28469.75082267 -28471.40394432 -28474.22831439 -28466.28299061 -28465.35105577 -28468.64227061 -28478.34593113 -28463.48057143 -28498.03136501 -28458.7535486 -28468.27725072 -28458.20338836 -28490.2957098 -28460.59511962 -28463.9919295 -28502.77692751 -28454.30728525 -28456.55095134 -28459.06408567 -28464.42983009 -28465.95381585 -28471.22983793 -28467.36103886 -28470.7596327 -28474.66119368 -28464.2272098 -28457.20239632 -28481.5882714 -28463.09471248 -28471.10019493 -28470.03443097 -28468.07561878 -28459.59314397 -28480.40641814 -28460.13724877 -28463.88621922 -28479.81468474 -28466.21745249 -28535.6434636 -28495.24454255 -28462.4951622 -28472.7631309 -28468.0598471 -28482.39553935 -28475.8682339 -28457.88458011 -28468.12357715 -28460.84468649 -28464.91324218 -28485.41383553 -28468.89915208] manylnprob(): p[0] = [ 1.30051151e+00 2.14455292e+00 8.98136066e-01 -8.31279471e-03 8.45375354e-03 5.92618653e-04 9.04201402e-01 8.89885866e-01] main(): current acceptance fraction: 40.4343220339 MCMC took 85.380189 sec Running MCMC mcmc-default-064-015-295.pickle manylnprob(): lnp = [-28458.69834795 -28464.74446237 -28478.90104756 -28463.55495737 -28458.77493183 -28486.22370483 -28457.56726747 -28461.36461971 -28466.22787145 -28486.12291826 -28463.00052478 -28466.87817539 -28474.60749721 -28457.69011684 -28484.44919054 -28466.42255995 -28465.69713104 -28472.84912144 -28471.41587905 -28474.23968906 -28463.56213496 -28497.55587753 -28461.77889353 -28465.42461904 -28466.5123565 -28459.5682218 -28495.00411407 -28459.10202308 -28474.12963261 -28459.69158531 -28456.98287024 -28472.55585123 -28467.67631075 -28464.11192979 -28465.80203988 -28470.37586022 -28469.45184719 -28474.10443936 -28466.92265282 -28457.83105329 -28471.99689965 -28504.77491515 -28483.23890555 -28459.04124939 -28467.34907022 -28460.90944765 -28490.69348172 -28464.87883174 -28465.96574443 -28465.27087213 -28466.03089301 -28582.93283133 -28457.58363557 -28476.47204268 -28480.6485255 -28462.58228364 -28500.8853132 -28498.88395923 -28457.56946118 -28463.36128727 -28456.23178567 -28469.23341445 -28464.89822096 -28469.58479786] manylnprob(): p[0] = [ 1.30108922e+00 2.14628177e+00 8.99347073e-01 -8.44433629e-03 8.28458416e-03 5.18887245e-04 9.08949801e-01 8.62773327e-01] main(): current acceptance fraction: 40.4508023649 MCMC took 85.415022 sec Running MCMC mcmc-default-064-015-296.pickle manylnprob(): lnp = [-28458.56884217 -28460.95986875 -28461.48137758 -28463.62078507 -28461.17996093 -28474.5484849 -28455.20955773 -28462.76324596 -28471.05945049 -28465.77177359 -28462.54570883 -28472.50156308 -28470.59347106 -28460.36441397 -28470.34245183 -28466.47587712 -28471.04907903 -28468.58906687 -28472.48688095 -28469.18353408 -28468.51854572 -28473.16994353 -28496.4102031 -28469.11064666 -28473.74752157 -28464.24808146 -28461.03465719 -28458.40867518 -28491.35737232 -28470.16087381 -28454.12767505 -28488.86390567 -28467.03557381 -28479.37361821 -28465.84684891 -28469.91795396 -28464.98375389 -28467.50807842 -28480.09417535 -28457.54130453 -28466.0596633 -28464.25057437 -28470.21935898 -28462.42235417 -28476.35645803 -28458.083055 -28478.29067163 -28481.45000469 -28464.16063142 -28472.06570598 -28502.0152819 -28457.12596663 -28458.63395935 -28461.18150075 -28482.35526306 -28475.79156798 -28475.98367175 -28520.86154234 -28459.58907863 -28460.97559535 -28457.57318678 -28467.68344111 -28466.58286367 -28475.78616019] manylnprob(): p[0] = [ 1.30106903e+00 2.14624821e+00 8.99323430e-01 -8.44494939e-03 8.28400512e-03 5.18544592e-04 9.08922451e-01 8.62820342e-01] main(): current acceptance fraction: 40.4303451178 MCMC took 85.860372 sec Running MCMC mcmc-default-064-015-297.pickle manylnprob(): lnp = [-28464.92641674 -28466.28245922 -28461.36241557 -28465.65203047 -28453.98745259 -28455.05375644 -28456.70917648 -28472.04076209 -28485.48264489 -28512.45274918 -28461.9958108 -28452.6393117 -28470.50403332 -28460.59109223 -28490.38623228 -28470.19204279 -28466.88522309 -28468.61624168 -28469.73645796 -28499.11953035 -28462.89946194 -28490.81859907 -28461.09621232 -28505.84778692 -28476.54293588 -28463.6895456 -28460.2926709 -28461.68923008 -28478.83379771 -28454.4979481 -28453.47126186 -28459.3294026 -28463.18500037 -28461.83937509 -28464.40541622 -28464.27835972 -28463.69882439 -28478.58109227 -28459.49056544 -28458.84172885 -28464.0291579 -28462.98720475 -28480.38837522 -28465.21569252 -28470.22580986 -28455.89734667 -28480.04845098 -28460.64456499 -28510.50148382 -28516.20496299 -28487.93302416 -28453.88056363 -28460.00957425 -28478.76475626 -28477.62131453 -28461.93542048 -28465.41989808 -28474.72338775 -28458.38553939 -28458.70327548 -28458.38573423 -28465.91324233 -28466.30253273 -28459.70529409] manylnprob(): p[0] = [ 1.30942313e+00 2.16307838e+00 9.10281970e-01 -8.52280482e-03 8.02574563e-03 3.72853832e-04 9.01924023e-01 9.13605758e-01] main(): current acceptance fraction: 40.4309983221 MCMC took 84.675571 sec Running MCMC mcmc-default-064-015-298.pickle manylnprob(): lnp = [-28461.25350412 -28463.13585291 -28461.9780745 -28531.95975938 -28451.92081039 -28459.02400281 -28458.74339418 -28462.44584956 -28533.14065341 -28489.49174494 -28461.77623198 -28451.49875039 -28482.72376153 -28460.54643766 -28468.42945017 -28465.73375803 -28463.58387868 -28465.2824669 -28464.82149764 -28467.04851558 -28468.8674209 -28478.38641482 -28456.29534433 -28478.18457959 -28462.3854663 -28459.52656116 -28457.37669927 -28458.39987912 -28469.65748823 -28461.94934741 -28455.89982872 -28469.37309742 -28475.09937469 -28473.59555497 -28471.92127906 -28476.5847671 -28468.17698898 -28464.42954496 -28458.16867306 -28468.78286773 -28465.45662271 -28501.19692733 -28470.91721389 -28462.7484878 -28470.3333727 -28456.50465594 -28463.85340307 -28472.70862823 -28469.12336971 -28458.19947729 -28466.46260962 -28450.14811192 -28456.66686394 -28460.638605 -28523.74864177 -28462.04209532 -28468.93013742 -28457.93677269 -28455.02023759 -28462.94174335 -28456.98678846 -28465.01504124 -28462.57915673 -28472.53178738] manylnprob(): p[0] = [ 1.29864765e+00 2.14009180e+00 8.95669388e-01 -8.41537866e-03 8.35480412e-03 5.41757658e-04 9.06789587e-01 8.68093881e-01] main(): current acceptance fraction: 40.4577759197 MCMC took 85.346536 sec Running MCMC mcmc-default-064-015-299.pickle manylnprob(): lnp = [-28461.23666571 -28460.6677962 -28460.09263259 -28482.73511708 -28485.99012194 -28457.95925623 -28454.44723257 -28465.22391667 -28508.62503846 -28462.02757467 -28460.5480211 -28459.87718485 -28469.01218539 -28466.25214298 -28465.24312095 -28469.72844754 -28467.93819308 -28463.21033572 -28464.69721633 -28481.01936409 -28464.24188009 -28475.24215958 -28460.28068456 -28465.77088672 -28473.72999898 -28458.60172478 -28459.93888812 -28458.39187142 -28470.60080296 -28466.11948378 -28522.0446602 -28472.64931948 -28476.91437618 -28461.46711816 -28491.00441535 -28461.70165949 -28467.99915545 -28476.44767607 -28460.32741316 -28460.68053253 -28461.48875994 -28509.73756885 -28472.13568357 -28486.02302457 -28484.40083768 -28463.44535788 -28479.36778095 -28459.49991223 -28459.65505015 -28458.9234459 -28470.12802926 -28454.94777167 -28456.96441573 -28460.02350547 -28505.24199352 -28460.18971371 -28474.14550357 -28457.19580552 -28458.82893823 -28492.40347616 -28470.21954055 -28463.43760875 -28458.06354327 -28467.42097719] manylnprob(): p[0] = [ 1.29504848e+00 2.13309468e+00 8.91016318e-01 -8.43103090e-03 8.39534525e-03 5.79454877e-04 9.13951996e-01 8.51094786e-01] main(): current acceptance fraction: 40.421875 MCMC took 85.324613 sec Plotting trajectory traj-default-064-015-300.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-300.png Running MCMC mcmc-default-064-015-300.pickle manylnprob(): lnp = [-28461.95366677 -28469.17771881 -28458.64616244 -28467.07981513 -28455.44036336 -28477.55675593 -28456.67762271 -28490.08371536 -28471.55360857 -28467.02755962 -28458.80717435 -28453.3941686 -28468.24930653 -28476.61356404 -28472.55447136 -28466.82153472 -28468.43928181 -28463.84385551 -28466.53788485 -28466.10428029 -28466.72624741 -28491.22132654 -28456.34015992 -28464.67219957 -28474.86245355 -28454.95608294 -28455.65639758 -28458.53218855 -28465.21293915 -28452.77241011 -28452.63287712 -28464.76800324 -28467.26382757 -28460.48784052 -28509.49528671 -28466.03904156 -28467.76997618 -28474.50396123 -28474.4150539 -28457.30575993 -28461.95240049 -28490.40925212 -28466.41620427 -28464.80529082 -28481.54116613 -28454.46628341 -28463.62125806 -28461.4511554 -28459.70865858 -28458.25508052 -28472.03134653 -28546.66576352 -28474.74622587 -28460.85285762 -28488.77182993 -28456.79278017 -28477.00520138 -28491.14128492 -28454.81063271 -28475.47283055 -28454.16971196 -28469.9287609 -28458.04215063 -28463.06186006] manylnprob(): p[0] = [ 1.29461127e+00 2.13224469e+00 8.90451079e-01 -8.43293229e-03 8.40027005e-03 5.84034207e-04 9.14822061e-01 8.49029794e-01] main(): current acceptance fraction: 40.4069767442 MCMC took 85.493483 sec Running MCMC mcmc-default-064-015-301.pickle manylnprob(): lnp = [-28460.09574771 -28460.02195589 -28468.92225796 -28489.02730561 -28455.38085226 -28478.8712684 -28450.79373696 -28473.76856534 -28503.819701 -28461.89701776 -28460.62627433 -28469.13136207 -28469.493004 -28461.35162639 -28460.47918576 -28468.31146407 -28457.44285841 -28462.65961885 -28468.72338922 -28464.67239206 -28462.79247741 -28475.52582637 -28458.15362453 -28471.98106128 -28458.89315557 -28455.72323879 -28485.33146057 -28459.49151025 -28464.3377149 -28452.80148476 -28454.19841055 -28490.42044567 -28463.34741197 -28468.10304766 -28463.74423343 -28461.76423596 -28476.99967288 -28470.00216512 -28462.36697105 -28465.78560229 -28462.10457674 -28504.98141053 -28472.88090853 -28459.4173713 -28469.74608553 -28453.02309266 -28479.30703083 -28491.98547768 -28459.89969983 -28458.23431351 -28465.59283722 -28457.99852677 -28457.19403821 -28463.08813861 -28512.52977565 -28456.73143641 -28471.36282207 -28459.89802497 -28457.28056978 -28481.96285132 -28456.00306436 -28482.17335981 -28459.14017377 -28467.57299083] manylnprob(): p[0] = [ 1.29888698e+00 2.14122986e+00 8.96299220e-01 -8.43466005e-03 8.32775099e-03 5.29619064e-04 9.07852287e-01 8.59987063e-01] main(): current acceptance fraction: 40.366307947 MCMC took 85.400321 sec Running MCMC mcmc-default-064-015-302.pickle manylnprob(): lnp = [-28473.57590387 -28464.15005223 -28484.34091727 -28462.46251647 -28454.65579827 -28460.75730161 -28456.1966459 -28464.16804913 -28464.76629667 -28464.38335005 -28459.42294521 -28452.75285345 -28479.76711644 -28475.26439575 -28462.96810147 -28470.24332362 -28458.27321017 -28475.43014864 -28476.61722635 -28466.98216555 -28469.6056267 -28475.89322075 -28490.71969046 -28462.80241037 -28475.35940041 -28455.72238446 -28455.89783518 -28455.40302477 -28468.52484767 -28463.07890392 -28470.21208953 -28464.62557888 -28458.84601081 -28468.24988481 -28463.90069219 -28465.9965448 -28463.45696045 -28481.21504019 -28486.2849357 -28462.99624237 -28458.70056706 -28493.12871049 -28468.69686988 -28485.4583035 -28483.50348493 -28484.06589666 -28464.5321586 -28465.39213582 -28459.68530134 -28460.9517259 -28469.17478584 -28466.05338781 -28461.92057726 -28460.46832289 -28493.66668643 -28455.73020298 -28468.88397416 -28469.15801038 -28463.70090769 -28457.43618684 -28466.46719445 -28463.35620236 -28465.68686884 -28461.52432235] manylnprob(): p[0] = [ 1.30515539e+00 2.15269773e+00 9.04400024e-01 -8.44780752e-03 8.14520299e-03 4.34656935e-04 8.91488805e-01 8.98456188e-01] main(): current acceptance fraction: 40.3310643564 MCMC took 85.534728 sec Running MCMC mcmc-default-064-015-303.pickle manylnprob(): lnp = [-28466.24649078 -28469.87345008 -28460.17058924 -28462.08517421 -28461.18184808 -28454.53518767 -28454.9735769 -28467.14032252 -28479.83840529 -28537.39313704 -28459.62537396 -28487.48624272 -28466.19745316 -28471.16655036 -28463.54051156 -28476.7527715 -28456.05944865 -28479.46371301 -28470.75629559 -28472.56850576 -28462.77402449 -28475.68155427 -28458.34623234 -28464.47052452 -28465.76710283 -28455.81302686 -28458.95263656 -28460.60531843 -28467.29320235 -28451.7070718 -28467.61641353 -28458.86987617 -28467.44581617 -28462.11516102 -28464.235035 -28506.64897362 -28467.16956649 -28496.63978459 -28474.68207322 -28455.32662875 -28463.90106615 -28492.2479638 -28468.37305064 -28460.40811883 -28462.46554146 -28467.97903158 -28467.19424472 -28458.47030588 -28464.5424021 -28453.53139138 -28469.24388085 -28458.80575303 -28461.51998295 -28458.85993647 -28473.68885377 -28465.11939605 -28473.86433525 -28460.10009963 -28455.77493269 -28460.18194833 -28450.73359067 -28471.22142364 -28457.29994327 -28502.93833198] manylnprob(): p[0] = [ 1.30330548e+00 2.14978484e+00 9.02133947e-01 -8.44264764e-03 8.23521393e-03 4.76379704e-04 9.03001594e-01 8.83662262e-01] main(): current acceptance fraction: 40.3166118421 MCMC took 85.532614 sec Running MCMC mcmc-default-064-015-304.pickle manylnprob(): lnp = [-28461.83662681 -28499.53587981 -28491.13772936 -28461.0597132 -28454.30864107 -28457.29945408 -28457.36007049 -28496.37083631 -28473.91483307 -28508.77952172 -28459.70093853 -28451.13135126 -28468.05644036 -28458.09092849 -28479.74560142 -28464.47295656 -28456.80769905 -28479.68630699 -28471.53670872 -28465.66948865 -28470.07513977 -28465.84537283 -28502.19455716 -28464.97059654 -28460.84608304 -28455.7616249 -28480.02790293 -28460.7675678 -28467.76735256 -28450.28352195 -28449.01140159 -28474.07935674 -28461.14297833 -28459.6660377 -28459.18427923 -28465.8285672 -28491.81518703 -28464.84707409 -28472.88043183 -28457.55385619 -28464.08975683 -28503.99843184 -28511.73767986 -28458.24889028 -28459.99477159 -28458.54319835 -28466.74176072 -28458.80244397 -28497.66493547 -28453.62491888 -28474.22082102 -28487.53517881 -28459.35794222 -28458.85130399 -28514.89139615 -28446.77694648 -28472.48884549 -28456.68114239 -28471.12317434 -28506.27281796 -28459.10830571 -28464.05707544 -28464.44058824 -28474.09979301] manylnprob(): p[0] = [ 1.29867680e+00 2.14026673e+00 8.95750471e-01 -8.41728670e-03 8.35132111e-03 5.40502615e-04 9.06700496e-01 8.67371706e-01] main(): current acceptance fraction: 40.2663934426 MCMC took 85.437265 sec Running MCMC mcmc-default-064-015-305.pickle manylnprob(): lnp = [-28474.25744126 -28465.48974954 -28464.93071712 -28461.14110891 -28454.10936649 -28453.70648891 -28451.36558368 -28455.30563187 -28464.55467022 -28496.62155669 -28460.37474492 -28451.56488453 -28469.87000392 -28466.46803094 -28462.07294881 -28463.63047379 -28453.76160521 -28474.85680528 -28467.6607228 -28468.12971592 -28471.42997839 -28475.81764102 -28480.28196211 -28490.4517029 -28460.67861286 -28456.03045532 -28460.11637538 -28460.49470683 -28465.39192777 -28451.19458286 -28447.59993964 -28464.75090698 -28451.92496528 -28458.60606657 -28458.83028034 -28459.29463948 -28467.82201371 -28464.85682547 -28462.13818589 -28455.19323215 -28460.81805675 -28494.83775171 -28479.32726338 -28456.31031308 -28472.21447594 -28455.43080493 -28459.78732368 -28456.45632983 -28465.1568558 -28456.55061219 -28466.81559922 -28448.89415963 -28467.72417603 -28459.30163325 -28478.09997558 -28448.25337521 -28481.34394966 -28455.99682852 -28489.61702837 -28475.67128936 -28467.6908052 -28478.76802702 -28470.84696181 -28470.25170568] manylnprob(): p[0] = [ 1.30041777e+00 2.14212882e+00 8.97561292e-01 -8.41055657e-03 8.30367251e-03 5.04207727e-04 9.13252924e-01 8.86740374e-01] main(): current acceptance fraction: 40.3033088235 MCMC took 84.624167 sec Running MCMC mcmc-default-064-015-306.pickle manylnprob(): lnp = [-28481.01968639 -28470.74092485 -28460.22821429 -28490.83334873 -28467.33854304 -28457.0384761 -28455.27878087 -28451.58345455 -28475.44170657 -28469.46238086 -28456.02700528 -28469.33642036 -28471.23011039 -28462.93794066 -28465.36222906 -28479.79726181 -28453.87890579 -28484.10134779 -28492.1493764 -28470.45342557 -28461.55277112 -28468.31873766 -28457.80499374 -28463.74199325 -28464.62915355 -28451.39027308 -28491.62734372 -28463.26618849 -28467.65413513 -28450.02508932 -28451.75599399 -28466.12874097 -28456.94216789 -28458.95169212 -28470.58375034 -28465.78843008 -28470.78861203 -28464.24283957 -28501.83961908 -28459.22904482 -28460.03967738 -28492.27005689 -28472.01578061 -28496.5324194 -28477.5318642 -28461.65511742 -28458.69058197 -28458.16449558 -28460.25817534 -28456.80163722 -28475.64442608 -28454.74456278 -28457.83129515 -28461.23786773 -28468.53955311 -28448.01289345 -28465.16551885 -28470.37455315 -28467.38466938 -28458.22458478 -28450.20339666 -28464.06919067 -28458.01534997 -28508.83705108] manylnprob(): p[0] = [ 1.29980927e+00 2.13882633e+00 8.95487410e-01 -8.24391595e-03 8.58447167e-03 6.79389405e-04 9.17553386e-01 8.92293040e-01] main(): current acceptance fraction: 40.2890879479 MCMC took 84.665484 sec Running MCMC mcmc-default-064-015-307.pickle manylnprob(): lnp = [-28458.11305795 -28482.75845911 -28469.67568267 -28461.33182505 -28452.24349944 -28457.6284638 -28450.69016117 -28451.43745491 -28462.9666729 -28471.65169361 -28456.84511588 -28452.05730406 -28474.83276879 -28479.28677292 -28483.05705188 -28458.07253476 -28459.06808817 -28470.71166961 -28487.26653702 -28477.35473098 -28459.50043664 -28468.09648901 -28474.16431172 -28472.179042 -28490.53326445 -28450.55089898 -28498.61649653 -28462.49056301 -28466.68724426 -28450.05522433 -28446.83409752 -28456.90812092 -28451.62450654 -28472.57057569 -28460.23252261 -28465.86541854 -28490.77647658 -28462.70382328 -28484.24213218 -28454.35122915 -28458.66857424 -28460.82028082 -28461.11350622 -28464.18041986 -28457.1179138 -28469.01214896 -28457.93983689 -28460.62175527 -28459.29979524 -28455.30829923 -28465.38041734 -28452.3019332 -28456.1584546 -28458.23039239 -28494.67928844 -28446.83731738 -28464.56750929 -28463.80933364 -28454.48767033 -28479.33036676 -28451.7053187 -28475.46285195 -28457.13411834 -28459.48789731] manylnprob(): p[0] = [ 1.29801993e+00 2.14067331e+00 8.95506030e-01 -8.44963831e-03 8.31109003e-03 5.31209791e-04 9.07373891e-01 8.60216569e-01] main(): current acceptance fraction: 40.2851055195 MCMC took 85.523981 sec Running MCMC mcmc-default-064-015-308.pickle manylnprob(): lnp = [-28457.55541953 -28466.07107911 -28458.52213303 -28460.87036221 -28452.00773111 -28452.58504516 -28459.17786016 -28452.32383469 -28467.74002518 -28463.58213769 -28454.87012496 -28453.43579228 -28470.1357697 -28472.43691009 -28458.22536793 -28458.17777467 -28458.75345762 -28474.34880499 -28497.04533448 -28477.30410266 -28475.62805271 -28494.66175159 -28515.41067178 -28465.19212895 -28468.30937025 -28461.50567812 -28460.16036552 -28489.37734239 -28471.67085084 -28452.78482026 -28446.10731332 -28461.2164298 -28454.00507136 -28459.41122988 -28458.3978397 -28454.34706133 -28469.60090355 -28476.47897486 -28462.37731263 -28458.16852938 -28472.00724864 -28488.68093848 -28463.61490937 -28456.38892416 -28456.9065405 -28455.9026534 -28463.63778101 -28480.05135177 -28457.60056628 -28455.54328553 -28470.73449046 -28476.74342277 -28498.35291116 -28457.15248493 -28463.70450433 -28450.8106858 -28459.72396083 -28462.35603 -28457.30495174 -28459.22703991 -28453.40612409 -28462.72980766 -28456.18390172 -28499.89048039] manylnprob(): p[0] = [ 1.29819993e+00 2.14124374e+00 8.95776271e-01 -8.45712308e-03 8.30123399e-03 5.25400494e-04 9.09536994e-01 8.62753327e-01] main(): current acceptance fraction: 40.2710355987 MCMC took 85.3694 sec Running MCMC mcmc-default-064-015-309.pickle manylnprob(): lnp = [-28458.44081325 -28467.18252458 -28466.25438705 -28463.24465795 -28452.02165895 -28453.92448946 -28460.02568827 -28451.93335562 -28468.30050679 -28456.96190127 -28472.97361664 -28470.08404947 -28470.64042763 -28470.15721388 -28457.21627777 -28458.15497498 -28462.23803555 -28465.47492867 -28459.51282091 -28478.97011837 -28456.40320816 -28472.46005475 -28463.93411784 -28460.2874119 -28457.81803835 -28487.73760521 -28455.95079502 -28478.82213986 -28472.35519491 -28452.31446177 -28452.47240099 -28456.06411505 -28462.49726237 -28489.29545672 -28460.51535867 -28455.25951843 -28475.82949112 -28468.49533918 -28459.46777668 -28478.02130488 -28457.35660294 -28463.8406195 -28463.23446687 -28479.84387621 -28456.9460901 -28455.28672943 -28457.35356312 -28458.32836302 -28461.86679057 -28456.62120227 -28474.15590285 -28470.09545686 -28465.71252644 -28456.8982751 -28460.19822928 -28467.16190625 -28459.72662024 -28458.15177011 -28454.41513925 -28457.74800259 -28448.99644384 -28468.85084919 -28463.20360573 -28462.54615614] manylnprob(): p[0] = [ 1.29721921e+00 2.13934909e+00 8.94492971e-01 -8.46661944e-03 8.26871048e-03 5.18680083e-04 9.11824589e-01 8.58314771e-01] main(): current acceptance fraction: 40.2570564516 MCMC took 85.47047 sec Plotting trajectory traj-default-064-015-310.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-310.png Running MCMC mcmc-default-064-015-310.pickle manylnprob(): lnp = [-28467.98963789 -28537.01413742 -28462.4093678 -28461.69897452 -28458.15588402 -28455.75606248 -28451.18133104 -28456.10085 -28464.7604503 -28456.88363764 -28454.38818185 -28464.6722866 -28474.73558764 -28495.43473688 -28454.91181242 -28459.11500626 -28453.29814227 -28471.15783474 -28458.30085414 -28468.85531791 -28456.57908618 -28465.89108533 -28455.65945587 -28469.23328999 -28488.2249599 -28452.3239708 -28458.69560316 -28460.77935959 -28462.89342706 -28450.35847961 -28475.57104448 -28456.2172471 -28464.05942185 -28464.38250399 -28456.39277181 -28476.92267562 -28492.15757757 -28466.19544752 -28459.71348504 -28477.02351834 -28458.46116972 -28500.85411988 -28460.88717135 -28457.61324244 -28458.93561911 -28454.10043206 -28455.97033378 -28474.17243653 -28453.58704029 -28456.14800909 -28479.22130613 -28450.11412899 -28458.83496934 -28456.57168983 -28459.95280153 -28479.7192164 -28458.42342399 -28458.76311441 -28458.21828176 -28463.98706728 -28452.01354785 -28474.78641253 -28461.33400288 -28492.80660393] manylnprob(): p[0] = [ 1.29698292e+00 2.13744361e+00 8.93419872e-01 -8.36655889e-03 8.38624684e-03 6.02798036e-04 9.15428745e-01 8.64150425e-01] main(): current acceptance fraction: 40.2532154341 MCMC took 84.745251 sec Running MCMC mcmc-default-064-015-311.pickle manylnprob(): lnp = [-28460.01081783 -28463.76246214 -28461.57593609 -28468.08780096 -28451.91072466 -28459.12012708 -28455.26734253 -28456.68975878 -28469.92994829 -28459.01596397 -28454.78872607 -28455.17151087 -28470.08555319 -28469.00724275 -28454.0321203 -28499.24896418 -28457.45425744 -28466.38427752 -28457.80949498 -28465.50200567 -28464.62752325 -28462.9440558 -28452.02722142 -28459.67658507 -28463.16830935 -28453.3982647 -28490.55060208 -28487.61363249 -28475.39047855 -28485.27505942 -28448.15187606 -28465.10600436 -28459.69850321 -28515.96751232 -28456.49446136 -28461.97010833 -28463.44901139 -28476.06403133 -28461.37253421 -28458.04691259 -28457.92003294 -28462.69919476 -28471.43516264 -28469.87896457 -28457.60710569 -28452.27271319 -28459.22228688 -28458.67840123 -28493.2291075 -28454.83739319 -28476.72806002 -28474.91340271 -28470.68666523 -28455.73956703 -28458.92708902 -28456.46287588 -28467.00038344 -28456.95964158 -28462.41521382 -28456.17583673 -28480.77233397 -28487.61007662 -28518.14962649 -28456.84445803] manylnprob(): p[0] = [ 1.29573873e+00 2.13609111e+00 8.92417540e-01 -8.45737139e-03 8.28842593e-03 5.33398004e-04 9.13557343e-01 8.58389076e-01] main(): current acceptance fraction: 40.234375 MCMC took 85.532287 sec Running MCMC mcmc-default-064-015-312.pickle manylnprob(): lnp = [-28459.70585989 -28455.84488938 -28465.03050803 -28462.95236875 -28456.13476371 -28452.95329189 -28469.28292651 -28479.34936915 -28480.3601272 -28467.82372577 -28475.1782675 -28457.02324808 -28475.84226628 -28510.91245366 -28454.86894629 -28459.10896618 -28453.79014463 -28455.49219293 -28459.78343239 -28451.533937 -28454.55944908 -28460.24937752 -28460.5788609 -28459.53836423 -28482.3239399 -28458.42797742 -28496.32490758 -28458.10044283 -28464.83484944 -28452.25230081 -28448.03841817 -28475.49148474 -28460.35903692 -28465.38220414 -28454.84050562 -28457.18046658 -28483.75219097 -28465.37792276 -28460.71892377 -28457.62721406 -28460.41273595 -28455.00926737 -28468.21415333 -28483.89399548 -28456.55945908 -28469.75360025 -28455.51361438 -28475.86696261 -28457.90428576 -28460.06504484 -28482.72906431 -28449.35390695 -28458.52115241 -28463.49679257 -28457.10545493 -28447.42368422 -28458.47069331 -28463.76288045 -28458.19586266 -28456.13226659 -28455.32519718 -28481.85481708 -28457.42084107 -28459.69267446] manylnprob(): p[0] = [ 1.29521476e+00 2.13530535e+00 8.91812883e-01 -8.47288590e-03 8.27069918e-03 5.23596738e-04 9.13314791e-01 8.58051391e-01] main(): current acceptance fraction: 40.2206469649 MCMC took 85.502923 sec Running MCMC mcmc-default-064-015-313.pickle manylnprob(): lnp = [-28470.21066336 -28456.18030457 -28497.55920472 -28461.6053822 -28456.11176774 -28469.2564721 -28454.72165605 -28464.31917355 -28467.26901098 -28486.1629572 -28459.58093712 -28454.02446512 -28475.25002128 -28494.5285899 -28452.99071581 -28459.21944712 -28454.23662252 -28484.44099676 -28464.15742047 -28451.50072313 -28454.78345723 -28458.21984745 -28457.66129881 -28459.44469065 -28469.64726892 -28453.99882291 -28492.77875379 -28459.47856183 -28462.60521314 -28452.12925588 -28447.97527641 -28456.51853355 -28452.63762553 -28484.50043102 -28454.18391055 -28467.24670533 -28484.91528913 -28460.78499823 -28463.17470508 -28456.73467833 -28489.40935312 -28462.13169549 -28460.85788087 -28466.76122188 -28459.49826182 -28453.10412784 -28496.25867052 -28456.2205312 -28485.43508789 -28457.13821566 -28468.31100924 -28456.66517335 -28459.69397622 -28462.15045453 -28457.87008689 -28448.36849258 -28459.23911145 -28461.49959961 -28453.07402568 -28456.25007182 -28464.55947225 -28478.59259707 -28488.07003194 -28453.65913259] manylnprob(): p[0] = [ 1.29189891e+00 2.12754667e+00 8.86747042e-01 -8.32592754e-03 8.48472764e-03 6.51269843e-04 9.08797694e-01 8.72419695e-01] main(): current acceptance fraction: 40.2169585987 MCMC took 85.60905 sec Running MCMC mcmc-default-064-015-314.pickle manylnprob(): lnp = [-28457.2421446 -28488.76405994 -28474.27318101 -28460.72870489 -28456.76619706 -28470.24429084 -28455.77715261 -28497.20781583 -28490.59529068 -28461.87212288 -28458.05013626 -28452.1789997 -28476.09099237 -28463.72427014 -28453.73933865 -28457.5934359 -28506.42011054 -28452.49056617 -28463.39742671 -28448.45117045 -28455.51740618 -28459.69144956 -28460.09048529 -28466.72694426 -28497.89047596 -28451.96248484 -28490.90686183 -28457.74419624 -28464.63074643 -28463.00362823 -28452.0513952 -28454.3399604 -28452.98120841 -28469.28565204 -28453.98222444 -28453.2488993 -28460.82173424 -28472.766083 -28465.80838361 -28455.5518834 -28487.09060825 -28489.86955861 -28460.99083877 -28452.19549875 -28485.47754052 -28455.30048212 -28458.40998164 -28457.44905381 -28458.8866929 -28456.67022367 -28493.11560554 -28452.92060723 -28458.55273252 -28457.47085992 -28457.81339976 -28448.01717545 -28453.45544528 -28475.50819524 -28452.56695888 -28457.01906174 -28460.48166575 -28475.81672548 -28467.20805648 -28461.95862664] manylnprob(): p[0] = [ 1.30287752e+00 2.15057531e+00 9.01434941e-01 -8.42056383e-03 8.26995310e-03 5.14116840e-04 9.17993834e-01 8.59199584e-01] main(): current acceptance fraction: 40.2033730159 MCMC took 84.658537 sec Running MCMC mcmc-default-064-015-315.pickle manylnprob(): lnp = [-28455.01510714 -28456.25736995 -28499.96575803 -28453.18575739 -28452.00012844 -28505.70636596 -28461.44851383 -28455.74161252 -28467.30858823 -28511.41337658 -28456.48993443 -28483.29492656 -28470.40975248 -28463.62481243 -28453.7533616 -28490.28775348 -28484.16769032 -28450.08270683 -28460.50240077 -28450.24150832 -28465.85797391 -28461.72981713 -28478.93721208 -28457.93710742 -28475.40284129 -28453.19873307 -28461.33031499 -28460.10234154 -28466.59412494 -28458.24853013 -28456.28588061 -28456.34087102 -28455.28797999 -28456.26206293 -28453.24481869 -28468.67858744 -28462.11429888 -28457.85510235 -28460.99340799 -28459.32849811 -28459.52669893 -28456.59875057 -28470.56106154 -28461.61009655 -28460.06978266 -28459.8240768 -28475.09833653 -28454.72183597 -28465.87312686 -28453.67664532 -28480.64354132 -28458.77137761 -28460.89047721 -28456.47072618 -28465.62779334 -28446.34307609 -28452.93760513 -28454.90734191 -28450.39126938 -28455.70232869 -28474.0392341 -28482.81513154 -28463.30893734 -28456.43141655] manylnprob(): p[0] = [ 1.30622678e+00 2.15774865e+00 9.06096459e-01 -8.45637923e-03 8.16604782e-03 4.56856543e-04 9.22244589e-01 8.58070772e-01] main(): current acceptance fraction: 40.1849287975 MCMC took 85.456759 sec Running MCMC mcmc-default-064-015-316.pickle manylnprob(): lnp = [-28453.6419286 -28448.71257742 -28470.72786722 -28453.02146289 -28450.48300955 -28453.3109669 -28450.13631385 -28457.99040834 -28467.84612552 -28481.1103001 -28455.46234647 -28452.56407364 -28464.0483905 -28486.70809656 -28451.84866167 -28471.8345755 -28475.31149148 -28449.31446336 -28463.90788421 -28462.12703033 -28454.56212909 -28457.22367331 -28457.36346839 -28481.88979337 -28503.62899417 -28452.98327741 -28461.15797981 -28461.65206652 -28476.63975245 -28452.75195669 -28457.09086695 -28478.3215715 -28459.51164803 -28456.51956186 -28453.41537032 -28454.183601 -28465.67718016 -28452.74206747 -28461.0927668 -28456.95969374 -28465.62435515 -28451.98468746 -28459.81909217 -28457.75893738 -28465.04177716 -28453.46533536 -28457.75935928 -28497.42095864 -28463.89281138 -28454.49553811 -28471.58408569 -28476.15016357 -28466.42077234 -28494.57460919 -28458.4801281 -28448.68206649 -28454.33821426 -28454.81498731 -28487.15684398 -28455.24419167 -28489.27440225 -28481.86079429 -28454.09962043 -28462.10235332] manylnprob(): p[0] = [ 1.30697837e+00 2.15940372e+00 9.07199021e-01 -8.47125255e-03 8.13982971e-03 4.37456393e-04 9.16072206e-01 8.57615308e-01] main(): current acceptance fraction: 40.1715299685 MCMC took 85.356878 sec Running MCMC mcmc-default-064-015-317.pickle manylnprob(): lnp = [-28460.21726867 -28448.50927773 -28459.99383171 -28449.48033508 -28451.69286183 -28453.44782672 -28458.27327723 -28452.24270829 -28465.17513285 -28456.01590724 -28456.46389446 -28479.54978154 -28472.22286072 -28457.71182633 -28459.64072324 -28469.41469188 -28478.49177971 -28453.2147486 -28462.61684097 -28450.68045611 -28454.40602823 -28467.0659945 -28459.35215741 -28466.71816303 -28488.98768238 -28465.29680872 -28489.81048068 -28461.70193691 -28469.94088472 -28467.30034817 -28452.43429134 -28473.34882089 -28496.85046701 -28455.67922998 -28472.22822406 -28452.49430542 -28460.3843136 -28453.09026985 -28483.40111748 -28474.2882251 -28470.34539519 -28452.20045891 -28456.91287121 -28452.80159095 -28457.8809417 -28456.89289047 -28456.80950783 -28456.98838932 -28453.51385888 -28482.88806183 -28458.88821872 -28535.89358686 -28497.91578143 -28466.86885132 -28464.38550032 -28526.36506309 -28459.84681974 -28465.9134513 -28494.25853018 -28455.62438328 -28475.08844699 -28469.6903984 -28459.30593499 -28453.84495816] manylnprob(): p[0] = [ 1.30718227e+00 2.15952653e+00 9.07111072e-01 -8.41530464e-03 8.17976689e-03 4.82647729e-04 9.33429518e-01 8.56556724e-01] main(): current acceptance fraction: 40.1533018868 MCMC took 84.791565 sec Running MCMC mcmc-default-064-015-318.pickle manylnprob(): lnp = [-28459.58219311 -28448.94327413 -28466.06050734 -28451.62235726 -28450.6016146 -28459.06696725 -28452.26170092 -28456.65198109 -28480.91742884 -28459.02305887 -28454.50328737 -28453.57420361 -28461.34151541 -28487.47468226 -28452.22633478 -28459.13602091 -28453.06138875 -28450.04968766 -28457.20230522 -28451.19073841 -28446.01161941 -28457.32943875 -28454.90805311 -28459.78537565 -28489.24139855 -28451.31494906 -28497.93188767 -28462.01023087 -28465.39873429 -28451.64462751 -28474.39117965 -28464.23206343 -28464.79974464 -28456.83989767 -28449.92269056 -28467.84367624 -28463.16286442 -28454.25497643 -28461.45838908 -28466.07599695 -28457.65582465 -28455.3549765 -28454.11733586 -28451.74846004 -28457.05873116 -28453.75395393 -28456.92565785 -28457.75221233 -28452.42060071 -28467.37209343 -28454.81936696 -28458.34423149 -28486.20875629 -28456.07919758 -28464.64922607 -28448.93825341 -28452.30134117 -28460.29247828 -28453.13116317 -28451.09117244 -28477.41718753 -28478.80572733 -28457.84614352 -28452.11770065] manylnprob(): p[0] = [ 1.31135200e+00 2.16747980e+00 9.11848212e-01 -8.38280196e-03 8.18415208e-03 4.47780100e-04 9.33609269e-01 8.64124285e-01] main(): current acceptance fraction: 40.1792711599 MCMC took 85.546309 sec Running MCMC mcmc-default-064-015-319.pickle manylnprob(): lnp = [-28454.93155406 -28452.95202772 -28469.76768095 -28451.53806761 -28453.61665693 -28452.01956485 -28454.79425051 -28459.59528287 -28468.3375464 -28479.96655092 -28468.23135262 -28477.65273951 -28460.82386933 -28458.59647278 -28451.24536875 -28456.04104177 -28456.33469476 -28456.79900026 -28463.88977478 -28459.820783 -28452.82607497 -28467.29121877 -28453.16874503 -28472.64556656 -28459.41316253 -28464.94448935 -28487.33264398 -28461.30343956 -28462.67273218 -28457.19392913 -28462.71404445 -28454.90804379 -28482.07064985 -28457.17159599 -28449.42560717 -28469.20713779 -28462.66646339 -28455.97529267 -28480.99909489 -28456.96492349 -28458.20515266 -28451.71728041 -28455.36952514 -28453.79747257 -28456.04497713 -28458.51694575 -28497.56626071 -28490.62429103 -28466.63869721 -28451.26521604 -28454.48882769 -28450.39059479 -28517.78462545 -28463.71041792 -28455.98109146 -28468.78262265 -28453.13774336 -28494.64154412 -28452.959389 -28450.07583834 -28473.5727915 -28460.41406027 -28488.4579596 -28453.9178511 ] manylnprob(): p[0] = [ 1.30758428e+00 2.16076617e+00 9.07647243e-01 -8.46033796e-03 8.14345886e-03 4.21230007e-04 9.25598883e-01 8.59482029e-01] main(): current acceptance fraction: 40.1416015625 MCMC took 85.461213 sec Plotting trajectory traj-default-064-015-320.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-320.png Running MCMC mcmc-default-064-015-320.pickle manylnprob(): lnp = [-28455.96302478 -28461.7792155 -28456.72764136 -28455.1986563 -28450.88566473 -28474.7125422 -28450.39194784 -28452.15466087 -28469.27018192 -28456.4327716 -28455.73813259 -28453.89577621 -28461.05441016 -28462.89021893 -28453.58568553 -28452.14721594 -28453.92529528 -28450.02368067 -28462.66676684 -28446.50537614 -28447.25000997 -28458.62219822 -28457.13082858 -28491.35161164 -28480.8177852 -28449.12561432 -28460.08521963 -28470.86658714 -28473.046484 -28465.54562765 -28448.09559964 -28469.28533829 -28496.51423122 -28472.84814194 -28450.55491978 -28453.86544177 -28461.03955075 -28452.6779267 -28462.78618177 -28451.9540451 -28461.18502692 -28482.86834107 -28477.87214032 -28479.42132557 -28456.40132858 -28473.56293048 -28454.69285773 -28455.97125696 -28459.22768836 -28499.41561476 -28454.89347142 -28452.86810706 -28462.58719058 -28457.08179109 -28456.56680582 -28447.91949348 -28455.61566352 -28458.05910408 -28453.84268386 -28453.22653215 -28464.20255102 -28467.31444212 -28455.01560656 -28472.06007187] manylnprob(): p[0] = [ 1.30780235e+00 2.16091872e+00 9.07721730e-01 -8.44315928e-03 8.15714262e-03 4.25386650e-04 9.27732260e-01 8.62493847e-01] main(): current acceptance fraction: 40.1285046729 MCMC took 85.445544 sec Running MCMC mcmc-default-064-015-321.pickle manylnprob(): lnp = [-28453.7393203 -28446.87764814 -28455.03843048 -28454.9282879 -28453.92566476 -28461.32456245 -28451.88365781 -28457.66673279 -28472.15862109 -28484.55041102 -28454.44074104 -28465.73918999 -28472.70581912 -28475.10501592 -28452.51983141 -28465.48591783 -28466.61429756 -28450.30626651 -28457.04745505 -28451.17420325 -28469.77707724 -28465.2354361 -28453.05695438 -28458.44567122 -28461.00921073 -28448.62904571 -28457.82228329 -28487.55514408 -28462.06164105 -28450.29151235 -28447.68279239 -28468.61262545 -28482.73296319 -28458.63216542 -28452.63664057 -28456.29245205 -28466.24064067 -28453.11655221 -28461.52798106 -28451.95416181 -28465.18547065 -28454.9529517 -28457.98319344 -28474.31777284 -28457.80671076 -28462.11732607 -28452.93893956 -28452.79022186 -28451.66912953 -28477.3521141 -28454.04277827 -28449.99829577 -28468.75541058 -28457.87456594 -28459.44693484 -28449.01450196 -28475.94697878 -28455.49998794 -28455.72230238 -28460.09418415 -28450.10738302 -28467.65935827 -28455.72622325 -28459.28593598] manylnprob(): p[0] = [ 1.30677172e+00 2.15894232e+00 9.06639109e-01 -8.47403589e-03 8.15011103e-03 4.15795742e-04 9.18859298e-01 8.62422402e-01] main(): current acceptance fraction: 40.0960791925 MCMC took 85.128872 sec Running MCMC mcmc-default-064-015-322.pickle manylnprob(): lnp = [-28461.82739176 -28451.44324213 -28459.8050714 -28452.18932928 -28471.71371187 -28469.07216945 -28451.72864429 -28488.11707785 -28462.21036827 -28482.96593238 -28477.20738734 -28470.31171321 -28460.92031317 -28459.12381791 -28452.4084337 -28455.27820503 -28456.6418814 -28449.46384192 -28455.23464641 -28454.17105371 -28451.02967409 -28455.84980874 -28467.44908503 -28457.47640872 -28462.12880289 -28450.32449262 -28466.33089181 -28471.57772447 -28468.73906502 -28473.62847211 -28453.60908348 -28458.66422754 -28465.85297308 -28458.44292204 -28450.16241955 -28450.11912265 -28460.07427526 -28457.51578633 -28468.70822683 -28452.04311838 -28461.06060373 -28453.44144051 -28456.36467308 -28453.98862562 -28448.94857242 -28457.32971567 -28460.35345098 -28452.75346844 -28450.28316512 -28478.43658741 -28468.5376964 -28475.14651685 -28457.79318192 -28457.5127648 -28502.31254435 -28449.18524831 -28472.82366175 -28456.10170436 -28463.28834848 -28452.45819037 -28482.34126082 -28470.92126431 -28455.92114689 -28457.11010014] manylnprob(): p[0] = [ 1.31227876e+00 2.16846344e+00 9.13224431e-01 -8.44466978e-03 8.12871048e-03 3.71669111e-04 9.14130954e-01 8.87445437e-01] main(): current acceptance fraction: 40.0590170279 MCMC took 85.452938 sec Running MCMC mcmc-default-064-015-323.pickle manylnprob(): lnp = [-28453.93812946 -28453.18501387 -28456.47333262 -28465.28074708 -28460.1418897 -28452.05041218 -28461.35321005 -28457.28036115 -28466.29547636 -28458.47813381 -28452.17488326 -28455.65291707 -28458.52219921 -28468.58649101 -28453.71174203 -28452.73792033 -28455.41316354 -28470.69359738 -28461.36003357 -28454.46824784 -28447.46269687 -28459.38916991 -28455.38581268 -28458.2833064 -28468.77301888 -28452.44591559 -28464.00699998 -28469.15557233 -28463.35119487 -28450.90158629 -28451.92470565 -28456.96609071 -28457.60860487 -28457.64045654 -28459.01487301 -28453.63945798 -28462.23462521 -28452.91104539 -28460.24326516 -28451.90456659 -28478.86315669 -28470.55068484 -28472.49813224 -28451.11039061 -28453.8608064 -28460.04642865 -28474.51522377 -28455.37036514 -28452.58550693 -28468.90572556 -28462.20834579 -28454.19068211 -28459.71768707 -28465.31394221 -28466.7324438 -28459.15487632 -28454.00415982 -28509.72647817 -28460.23878889 -28452.670821 -28499.97768526 -28479.66805076 -28483.83688252 -28461.16337996] manylnprob(): p[0] = [ 1.30753998e+00 2.16030279e+00 9.07493210e-01 -8.45949148e-03 8.15905046e-03 4.20930745e-04 9.20617750e-01 8.64702965e-01] main(): current acceptance fraction: 39.9980709877 MCMC took 85.236013 sec Running MCMC mcmc-default-064-015-324.pickle manylnprob(): lnp = [-28453.99958966 -28451.81935026 -28455.2374318 -28452.13293301 -28454.07876052 -28469.35827403 -28469.49764922 -28452.43251844 -28483.48375496 -28459.96327577 -28473.95648376 -28452.63893146 -28456.37282341 -28467.06301537 -28456.1340722 -28451.08043741 -28453.58066246 -28467.46383867 -28456.72584104 -28446.32541805 -28448.24390486 -28453.68978277 -28452.38490999 -28470.79737377 -28456.16672211 -28452.58578466 -28458.07177824 -28460.53793435 -28460.18898902 -28453.15058455 -28447.48329481 -28453.66057758 -28511.06693448 -28464.76224378 -28451.27114591 -28468.63650228 -28472.39174618 -28454.12397058 -28459.20651262 -28453.29334858 -28453.43245266 -28459.6939201 -28455.21662777 -28452.40448487 -28456.52011447 -28478.48671263 -28457.08300952 -28452.89855543 -28463.40381663 -28468.01218302 -28453.5829207 -28446.48169676 -28460.10293932 -28472.06179036 -28461.58092374 -28452.12880616 -28455.77790175 -28464.09063051 -28453.51732535 -28469.11647743 -28501.23845708 -28475.31766864 -28468.91407131 -28458.27840519] manylnprob(): p[0] = [ 1.30884704e+00 2.16287821e+00 9.09129033e-01 -8.45370064e-03 8.15181638e-03 4.12104558e-04 9.20823294e-01 8.65938817e-01] main(): current acceptance fraction: 40.0144230769 MCMC took 85.64532 sec Running MCMC mcmc-default-064-015-325.pickle manylnprob(): lnp = [-28450.69883228 -28450.5767704 -28454.09903708 -28459.04426129 -28493.13985023 -28450.75397334 -28450.26198113 -28459.50411895 -28467.65366184 -28480.10415954 -28458.32552046 -28459.97027707 -28456.94139324 -28473.32394016 -28449.99640852 -28450.39669383 -28448.146951 -28450.16455238 -28459.90959184 -28446.87512909 -28449.37533429 -28455.46359972 -28455.54125382 -28474.93977242 -28464.88768029 -28452.37109078 -28488.77278186 -28448.9549741 -28477.22306726 -28464.6597969 -28447.321642 -28454.01255841 -28495.54625032 -28456.39496884 -28453.74584301 -28453.42288823 -28458.66049037 -28455.52708838 -28456.51123733 -28455.42234644 -28458.35752165 -28455.88112877 -28456.30829011 -28454.89795964 -28450.40645866 -28455.67422447 -28475.51178529 -28452.95835367 -28459.96640848 -28450.7319698 -28452.78757865 -28454.10842984 -28458.39261603 -28457.22995465 -28468.35371639 -28481.98192921 -28467.8623467 -28489.45330841 -28459.55781105 -28467.12786834 -28454.07073278 -28470.93623754 -28452.01081041 -28449.50399979] manylnprob(): p[0] = [ 1.30823509e+00 2.16255178e+00 9.09139861e-01 -8.55087857e-03 8.03782405e-03 3.39539300e-04 9.17917315e-01 8.67226506e-01] main(): current acceptance fraction: 39.977952454 MCMC took 85.17343 sec Running MCMC mcmc-default-064-015-326.pickle manylnprob(): lnp = [-28454.22980655 -28462.11695146 -28455.41866763 -28506.27715717 -28452.63923853 -28464.37319438 -28466.24570696 -28455.34918932 -28463.64677481 -28459.32775908 -28454.05325211 -28449.85102948 -28451.68878133 -28497.03445212 -28459.00970577 -28484.44987022 -28448.79074728 -28448.77960784 -28455.80336779 -28442.13171982 -28444.8508542 -28456.37488286 -28452.71499394 -28464.72575881 -28459.56642774 -28455.95160468 -28463.4694267 -28448.41143054 -28457.37985561 -28464.0057015 -28469.47444136 -28454.25361085 -28493.03170809 -28474.90962373 -28451.0593187 -28453.16725194 -28457.63596049 -28454.84837863 -28453.70935016 -28457.88186963 -28458.03742176 -28449.75142197 -28457.59884744 -28471.40628955 -28448.77920434 -28451.4477086 -28445.55090153 -28452.48802419 -28469.06921765 -28478.14217639 -28453.95268864 -28470.73987 -28477.63323764 -28456.89244177 -28461.48915106 -28501.84335634 -28452.96988409 -28467.38230937 -28489.56463177 -28450.78980628 -28454.57082064 -28466.51230739 -28458.36555723 -28450.27183081] manylnprob(): p[0] = [ 1.31339315e+00 2.17219723e+00 9.15054014e-01 -8.48722490e-03 7.99460931e-03 3.09705706e-04 9.27894718e-01 8.64467796e-01] main(): current acceptance fraction: 39.9751529052 MCMC took 87.424145 sec Running MCMC mcmc-default-064-015-327.pickle manylnprob(): lnp = [-28475.46121374 -28460.39074072 -28457.70730568 -28452.02476716 -28483.70961871 -28451.56834525 -28457.6508014 -28457.76669227 -28478.3451238 -28457.86465244 -28457.96301156 -28468.98763383 -28459.0162054 -28464.09055271 -28470.66286163 -28453.29947787 -28449.69890633 -28472.65420501 -28457.38989753 -28446.40515937 -28445.21718113 -28477.00003479 -28454.21137011 -28463.38933946 -28456.65680756 -28452.31019461 -28451.68863661 -28450.30340091 -28481.17829712 -28520.61130515 -28450.25662828 -28450.91755554 -28517.88066393 -28483.67073601 -28450.64311892 -28456.42003 -28459.19008124 -28455.50223697 -28454.71746801 -28460.57375192 -28476.11433229 -28451.02683775 -28461.08940477 -28458.66800513 -28449.60809277 -28453.80729726 -28446.59175828 -28450.96667655 -28451.99100641 -28451.91239779 -28452.34073419 -28458.31564426 -28453.58595922 -28456.00833594 -28472.33334056 -28471.67636634 -28456.57197985 -28457.86532201 -28454.74976939 -28450.82686892 -28460.32223096 -28470.03585576 -28495.80719169 -28450.49444467] manylnprob(): p[0] = [ 1.32237585e+00 2.18856022e+00 9.24990778e-01 -8.27918219e-03 8.15306358e-03 3.95806071e-04 9.41832622e-01 8.50133100e-01] main(): current acceptance fraction: 39.9580792683 MCMC took 85.301458 sec Running MCMC mcmc-default-064-015-328.pickle manylnprob(): lnp = [-28455.59574864 -28450.81952798 -28470.08832074 -28456.03195232 -28492.40095116 -28454.17151922 -28457.7245055 -28457.79284068 -28492.68384312 -28456.467092 -28457.98651494 -28469.69906326 -28450.74009642 -28458.2072071 -28459.50117322 -28499.41300219 -28448.14313101 -28447.33342081 -28458.641293 -28450.84945636 -28443.78058293 -28466.97385745 -28456.86739602 -28464.01032553 -28459.41768414 -28452.3401477 -28456.07041396 -28472.69615701 -28459.50466364 -28465.84607413 -28446.61352094 -28458.61148993 -28468.33167729 -28460.10029789 -28454.02828953 -28453.55039021 -28464.43463697 -28463.88578672 -28449.62754371 -28456.10051007 -28469.94703942 -28484.13025097 -28461.46701913 -28469.11868872 -28448.87368045 -28460.98979065 -28455.92973517 -28454.58307829 -28451.20860148 -28450.66739906 -28456.54465557 -28447.46634325 -28454.65530315 -28455.13186686 -28458.34537959 -28448.71912524 -28454.86248238 -28453.99210163 -28449.68365442 -28451.20644816 -28482.81365079 -28465.36016294 -28457.23867388 -28462.18932004] manylnprob(): p[0] = [ 1.31239619e+00 2.16976668e+00 9.13542622e-01 -8.47091332e-03 8.03235446e-03 3.30555486e-04 9.28996430e-01 8.62311037e-01] main(): current acceptance fraction: 39.9648556231 MCMC took 84.504966 sec Running MCMC mcmc-default-064-015-329.pickle manylnprob(): lnp = [-28452.55543737 -28449.93382342 -28475.63502965 -28490.58575553 -28452.91267728 -28451.34723005 -28454.09532071 -28484.00806386 -28467.84146435 -28465.58937968 -28451.85535209 -28448.91911301 -28459.44952127 -28454.84589401 -28452.51860181 -28490.52271008 -28446.55952813 -28450.32683755 -28448.61333497 -28447.02647041 -28435.61403803 -28454.84690587 -28453.1862663 -28459.92639693 -28479.11871709 -28462.75892974 -28455.00669439 -28449.43838498 -28475.83901511 -28453.4106095 -28454.02287236 -28451.59174233 -28511.43343674 -28457.10960462 -28450.10589961 -28458.60244491 -28510.50071306 -28457.90146252 -28450.17918866 -28454.12794966 -28456.86139702 -28449.26203234 -28453.23428955 -28457.08215291 -28449.46903399 -28451.80778786 -28444.53778568 -28488.26925753 -28455.80030564 -28447.77457722 -28455.23389665 -28447.69812895 -28455.48223348 -28466.4511255 -28457.24579287 -28488.44894053 -28454.90536168 -28455.54931943 -28449.53829411 -28480.8901755 -28487.38288621 -28481.0162094 -28495.13223674 -28463.55390782] manylnprob(): p[0] = [ 1.31369473e+00 2.17292436e+00 9.15577738e-01 -8.49484798e-03 7.99761603e-03 3.17068403e-04 9.24593461e-01 8.57089782e-01] main(): current acceptance fraction: 39.9621212121 MCMC took 86.092457 sec Plotting trajectory traj-default-064-015-330.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-330.png Running MCMC mcmc-default-064-015-330.pickle manylnprob(): lnp = [-28453.67608738 -28455.99631687 -28457.51186438 -28451.80816653 -28454.74399504 -28461.05138288 -28448.99357706 -28457.6346978 -28471.16480406 -28487.74227547 -28451.03984062 -28466.05746116 -28452.94498506 -28467.94333295 -28453.97605411 -28453.38802722 -28450.71867796 -28502.95965746 -28445.27813415 -28446.22532114 -28444.7823969 -28456.59660511 -28453.39703272 -28479.76777562 -28455.21564048 -28456.95289701 -28452.64756196 -28458.96524299 -28464.67832549 -28451.11221111 -28447.23636322 -28451.45505266 -28461.80779585 -28453.56329481 -28449.65708429 -28467.90507082 -28494.69302789 -28479.85543447 -28452.51466494 -28457.27558196 -28482.8176021 -28454.77419284 -28475.89297874 -28452.02934417 -28449.4695876 -28451.94975088 -28445.46424112 -28453.86016754 -28449.46668406 -28448.51865499 -28462.84244437 -28452.27362387 -28448.71817271 -28455.66439419 -28463.45416785 -28452.59783594 -28458.49665677 -28453.13279696 -28458.34650379 -28452.5873998 -28489.56625184 -28491.18375186 -28474.81541232 -28454.03503469] manylnprob(): p[0] = [ 1.32141400e+00 2.18896091e+00 9.25358446e-01 -8.55344940e-03 7.76616052e-03 1.69367039e-04 9.32148605e-01 8.62608578e-01] main(): current acceptance fraction: 39.9594033233 MCMC took 85.73874 sec Running MCMC mcmc-default-064-015-331.pickle manylnprob(): lnp = [-28453.42607315 -28449.92249053 -28508.1608728 -28466.67915805 -28488.73399468 -28466.51844769 -28449.22990887 -28447.34450453 -28469.40770338 -28453.35249338 -28450.28464243 -28461.7233035 -28449.38407307 -28450.8461554 -28478.74063447 -28452.26020799 -28447.51442746 -28468.51825967 -28446.39796189 -28476.41443008 -28444.04445645 -28457.1204655 -28454.86013151 -28460.51465576 -28453.82198978 -28465.45437088 -28457.34139708 -28449.65869068 -28458.28068779 -28450.2160854 -28460.21973933 -28452.8798906 -28463.33164002 -28458.94638997 -28450.66909361 -28456.038214 -28449.48697596 -28455.11948173 -28464.83324251 -28450.25854526 -28462.88578093 -28459.03554886 -28461.78273068 -28458.46212986 -28451.86605077 -28450.99142984 -28456.32892899 -28459.97252249 -28464.13244756 -28448.5017081 -28457.22346516 -28482.88201043 -28459.10404661 -28456.559621 -28464.1811002 -28500.9240946 -28471.8697331 -28449.50754503 -28450.72906289 -28466.38482114 -28451.53533052 -28460.37779196 -28488.83157187 -28463.13190794] manylnprob(): p[0] = [ 1.32117050e+00 2.18850112e+00 9.25088993e-01 -8.55580777e-03 7.76834210e-03 1.71314596e-04 9.31547286e-01 8.62384925e-01] main(): current acceptance fraction: 39.937876506 MCMC took 84.742678 sec Running MCMC mcmc-default-064-015-332.pickle manylnprob(): lnp = [-28450.05210244 -28449.5917717 -28463.33760393 -28452.63728636 -28453.94384387 -28449.93832126 -28462.14910621 -28453.20591272 -28456.27184428 -28452.68525779 -28450.55644494 -28447.80978401 -28451.31953735 -28452.67644364 -28456.36965649 -28491.84321801 -28446.8185109 -28449.23057728 -28445.65996978 -28446.79124764 -28447.6465732 -28457.16897601 -28451.30560912 -28454.23181972 -28450.68475782 -28456.29806473 -28449.74382671 -28460.43707775 -28447.21530161 -28504.71683947 -28451.45647736 -28459.76167783 -28456.08752173 -28452.42324157 -28457.89550021 -28471.81459291 -28466.77452279 -28451.20600162 -28457.98106968 -28452.72168736 -28478.02935272 -28455.16420146 -28461.57130388 -28451.80151168 -28444.33581563 -28448.80089207 -28444.07113432 -28452.03959088 -28468.40579555 -28452.69105143 -28454.58131266 -28451.00348429 -28448.50404999 -28455.19618977 -28470.12555828 -28473.86521288 -28475.13422652 -28451.17526898 -28452.1843534 -28452.82741266 -28471.03390867 -28467.11108112 -28454.66812877 -28453.70462934] manylnprob(): p[0] = [ 1.32306940e+00 2.19395586e+00 9.28512460e-01 -8.60449893e-03 7.67605095e-03 1.24388493e-04 9.25658029e-01 8.72484338e-01] main(): current acceptance fraction: 39.9446321321 MCMC took 85.381106 sec Running MCMC mcmc-default-064-015-333.pickle manylnprob(): lnp = [-28447.18095609 -28449.58988057 -28462.38782578 -28488.05097188 -28452.51120431 -28448.96065811 -28450.18576582 -28446.68703173 -28451.19242481 -28451.60182671 -28450.4994835 -28448.47269462 -28450.92248944 -28448.53212304 -28452.72677921 -28454.67898869 -28459.29967249 -28449.42267109 -28453.10616072 -28442.01688968 -28438.31148471 -28468.05357937 -28450.12119885 -28451.18011718 -28453.38535897 -28456.65544386 -28458.5219334 -28449.44097891 -28456.5327731 -28468.33427581 -28465.02083331 -28448.53589519 -28498.69948866 -28453.16307169 -28494.4117919 -28467.75232277 -28449.54478449 -28449.76782353 -28459.8483321 -28448.23225813 -28474.73377615 -28450.78754771 -28461.52421155 -28468.43358836 -28444.83469406 -28447.51364848 -28445.59769141 -28452.57042145 -28460.51008441 -28447.86153016 -28480.24459047 -28454.05084726 -28448.9468804 -28497.3537981 -28465.19601952 -28453.55904652 -28473.58170654 -28453.27912197 -28485.75536727 -28479.11359206 -28485.16825355 -28461.81652413 -28461.4974494 -28459.34514195] manylnprob(): p[0] = [ 1.32005782e+00 2.18877376e+00 9.25214122e-01 -8.58422668e-03 7.75531863e-03 1.92801343e-04 9.18019907e-01 8.61080537e-01] main(): current acceptance fraction: 39.9186002994 MCMC took 85.473627 sec Running MCMC mcmc-default-064-015-334.pickle manylnprob(): lnp = [-28447.03466859 -28450.47800905 -28485.41105599 -28451.01941148 -28457.08957849 -28449.05623417 -28461.40480132 -28450.88010902 -28455.86903378 -28453.00413091 -28457.54616506 -28456.78379211 -28453.19214377 -28454.2054982 -28452.03733353 -28491.4154103 -28446.1747749 -28488.02978939 -28447.1370989 -28448.35300122 -28446.78625448 -28458.45110215 -28454.97550901 -28450.72904622 -28468.14335215 -28457.27470631 -28449.61785448 -28453.38285009 -28449.2333093 -28448.97267715 -28488.52531952 -28447.63933452 -28450.42281228 -28453.09782473 -28452.0117356 -28465.71691148 -28446.7303735 -28450.46390583 -28477.38739438 -28451.22039999 -28460.26399936 -28448.12902282 -28472.51357496 -28452.13319746 -28446.25249687 -28447.86259778 -28444.35960761 -28453.67208727 -28452.19019467 -28448.8290985 -28455.66641429 -28477.4738471 -28448.91415958 -28449.52743501 -28463.82471386 -28446.93283066 -28483.8281315 -28453.68479144 -28462.23399168 -28463.78772771 -28464.41057797 -28457.3732343 -28456.35558791 -28470.79459096] manylnprob(): p[0] = [ 1.31967988e+00 2.18796422e+00 9.24713673e-01 -8.58272076e-03 7.76471862e-03 1.98166970e-04 9.18053318e-01 8.60746951e-01] main(): current acceptance fraction: 39.9300373134 MCMC took 84.62581 sec Running MCMC mcmc-default-064-015-335.pickle manylnprob(): lnp = [-28444.73285983 -28454.40147496 -28458.52240032 -28490.40742055 -28500.73788578 -28448.43920404 -28450.17476502 -28459.2480316 -28477.14929241 -28452.67765957 -28465.5352084 -28447.70074128 -28451.77533653 -28447.19999796 -28451.66725098 -28452.81002181 -28449.35419011 -28449.012304 -28449.50796333 -28450.11078949 -28443.35140484 -28489.31388144 -28451.7277123 -28448.10769688 -28449.23365828 -28469.89910626 -28450.09279797 -28451.26564929 -28450.17272128 -28468.52420739 -28467.56405721 -28448.01184554 -28452.53409516 -28450.56947124 -28475.02946973 -28454.42664531 -28457.10628494 -28452.35875168 -28454.11813521 -28449.32521107 -28457.81968701 -28447.62050115 -28456.49916809 -28452.08062679 -28446.7494009 -28445.79074193 -28444.05273315 -28449.58460343 -28459.95653606 -28448.28152554 -28458.66578347 -28447.80662302 -28448.70051754 -28448.39798628 -28454.8780762 -28452.64782703 -28466.2543562 -28468.50095901 -28450.68621092 -28486.62550582 -28448.38640183 -28456.44821481 -28454.6534814 -28450.55871393] manylnprob(): p[0] = [ 1.31601345e+00 2.18054664e+00 9.20313015e-01 -8.63685049e-03 7.75711271e-03 1.95439260e-04 9.11063597e-01 8.51419760e-01] main(): current acceptance fraction: 39.9274553571 MCMC took 85.725757 sec Running MCMC mcmc-default-064-015-336.pickle manylnprob(): lnp = [-28451.51690312 -28446.13568995 -28454.78554689 -28453.35474557 -28455.0464327 -28449.35352633 -28450.11715895 -28464.78962186 -28469.56165442 -28462.23312903 -28453.1210023 -28450.60005533 -28449.65178299 -28450.88909992 -28453.83477987 -28457.20232447 -28454.08999686 -28452.41758417 -28449.09688342 -28448.35551586 -28435.28302409 -28503.39139975 -28451.54125455 -28449.82094671 -28454.10400829 -28461.97529612 -28452.32420075 -28450.31508869 -28451.67550006 -28445.63621716 -28458.74601333 -28459.40705163 -28470.56143649 -28448.97285977 -28450.60789947 -28453.46507462 -28451.56741866 -28464.04847161 -28470.78254579 -28451.73530872 -28457.83493715 -28452.39194483 -28455.3040966 -28447.23872111 -28455.42001803 -28445.45560418 -28444.84532002 -28459.91085333 -28460.22260642 -28449.56622838 -28498.83142492 -28452.87119541 -28447.43907684 -28457.60559853 -28452.69026237 -28443.14143152 -28478.83164792 -28471.10623251 -28449.14946415 -28454.27264723 -28470.30011197 -28452.95151138 -28456.50553307 -28458.00261122] manylnprob(): p[0] = [ 1.32173267e+00 2.19221595e+00 9.27288443e-01 -8.57460039e-03 7.73584937e-03 1.77244404e-04 9.18465484e-01 8.63872325e-01] main(): current acceptance fraction: 39.924888724 MCMC took 87.837626 sec Running MCMC mcmc-default-064-015-337.pickle manylnprob(): lnp = [-28448.78453563 -28443.52868471 -28457.76522509 -28475.84382838 -28454.95455598 -28452.25532738 -28478.25602375 -28446.41159968 -28471.20572188 -28464.12271969 -28450.95288947 -28447.22863351 -28449.64959633 -28451.88779041 -28478.42723685 -28446.90992175 -28472.33211234 -28449.75697901 -28448.66085435 -28462.63224932 -28438.77268299 -28474.56699654 -28447.70620715 -28456.9177787 -28481.71184802 -28452.91303798 -28452.42415535 -28453.7577935 -28466.15334282 -28444.93655779 -28446.97841193 -28470.6061609 -28450.58975454 -28448.58034553 -28450.87502693 -28481.39136101 -28449.42024959 -28443.81395896 -28453.8056386 -28451.79582336 -28462.05627678 -28448.18696495 -28455.32794213 -28449.04460221 -28446.9936018 -28445.98275386 -28448.74241271 -28449.79089742 -28455.37205682 -28447.91534767 -28464.26169113 -28447.05922587 -28450.00357418 -28454.19492021 -28454.93699381 -28443.47861451 -28453.98509712 -28499.39554055 -28449.08284979 -28482.26858412 -28448.53009904 -28449.29172928 -28488.56755257 -28456.24753916] manylnprob(): p[0] = [ 1.33359390e+00 2.21741017e+00 9.42920721e-01 -8.59156125e-03 7.48107270e-03 2.84042093e-05 9.30116958e-01 8.55438574e-01] main(): current acceptance fraction: 39.9500739645 MCMC took 86.638499 sec Running MCMC mcmc-default-064-015-338.pickle manylnprob(): lnp = [-28507.96439255 -28444.03639192 -28451.98083068 -28471.32886697 -28474.69838771 -28451.05055135 -28448.76363173 -28452.27985722 -28452.90986699 -28451.09841216 -28450.81582318 -28447.83714165 -28448.0233455 -28450.6482649 -28454.73879146 -28446.54263627 -28452.87187093 -28448.62839866 -28447.40291706 -28444.65606182 -28444.20886539 -28467.16926449 -28449.16735055 -28456.29176543 -28448.7217994 -28456.69707173 -28459.13617733 -28453.24976094 -28448.21022824 -28446.52754708 -28448.16859602 -28451.02167846 -28471.03746894 -28449.45743888 -28454.31390096 -28467.62955489 -28455.83271029 -28443.98825522 -28509.37708526 -28451.99734245 -28458.82264619 -28446.41760676 -28456.64754888 -28460.99425143 -28449.19118759 -28444.1248391 -28444.58899187 -28448.92977075 -28464.13281718 -28471.50012354 -28458.49521215 -28457.54471632 -28451.310541 -28448.79156447 -28453.35111203 -28442.95119213 -28456.23266729 -28464.59550747 -28472.65281897 -28449.27312957 -28450.34285483 -28449.31278721 -28475.46926991 -28460.2846314 ] manylnprob(): p[0] = [ 1.36263118e+00 2.27744136e+00 9.80620203e-01 -8.49564971e-03 7.13025298e-03 -1.85123375e-04 9.41920369e-01 8.69732202e-01] main(): current acceptance fraction: 39.9474557522 MCMC took 85.304898 sec Running MCMC mcmc-default-064-015-339.pickle manylnprob(): lnp = [-28450.42086338 -28443.95576567 -28451.84240335 -28455.21692224 -28457.77189919 -28451.19985644 -28459.08069205 -28445.40198178 -28463.53196016 -28464.41058194 -28460.94329754 -28445.92911803 -28451.31129681 -28448.80722144 -28456.83743172 -28454.68183546 -28452.4528359 -28449.8856704 -28449.65660689 -28455.52498951 -28442.74518013 -28460.31968559 -28447.67164736 -28467.62809354 -28458.39017666 -28503.05207373 -28457.01952007 -28448.52527979 -28449.82680019 -28451.32927526 -28453.29026383 -28460.46120501 -28451.17199441 -28449.96302283 -28449.86762373 -28467.62456298 -28445.3212294 -28438.52117994 -28469.20016236 -28450.25826787 -28513.52522645 -28446.07028369 -28463.87218396 -28447.47933725 -28449.76985589 -28443.60371717 -28448.75762415 -28467.7526762 -28490.24492203 -28467.7078035 -28454.25100121 -28504.26144028 -28453.9516159 -28450.22796765 -28455.36823788 -28443.66663206 -28459.0488977 -28449.33273518 -28450.67791623 -28467.94165072 -28474.11594837 -28448.96632951 -28455.05425037 -28451.19654884] manylnprob(): p[0] = [ 1.32520118e+00 2.19899359e+00 9.31700275e-01 -8.54210329e-03 7.75020426e-03 1.89912578e-04 9.24396942e-01 8.56055651e-01] main(): current acceptance fraction: 39.9448529412 MCMC took 85.350073 sec Plotting trajectory traj-default-064-015-340.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-340.png Running MCMC mcmc-default-064-015-340.pickle manylnprob(): lnp = [-28444.74838533 -28444.05492283 -28518.0501673 -28493.93386162 -28458.12150187 -28452.54898957 -28448.50322 -28463.97763503 -28446.21525413 -28453.18111616 -28468.17190595 -28444.59566352 -28453.74569992 -28448.80900673 -28463.02494607 -28449.57119397 -28447.93542762 -28463.37633563 -28448.55855403 -28467.49156114 -28444.36761473 -28500.76990847 -28445.78483955 -28457.49715064 -28469.44591741 -28449.64175825 -28503.79431604 -28448.4702284 -28450.00128954 -28444.49745986 -28446.41635392 -28446.58004724 -28489.49109359 -28449.53813477 -28466.05063339 -28452.98024085 -28445.07395719 -28434.12588114 -28460.47271941 -28462.68308404 -28460.32084286 -28446.80705986 -28447.64258147 -28447.89184936 -28446.84659691 -28447.4010013 -28445.56487633 -28447.09748974 -28496.2518843 -28447.7146602 -28463.66975225 -28447.98085063 -28450.58973954 -28456.38731817 -28454.39012208 -28443.33920666 -28444.28489039 -28448.8225477 -28456.51516655 -28449.30606367 -28446.95547169 -28449.30005191 -28456.12080771 -28450.75636511] manylnprob(): p[0] = [ 1.32623482e+00 2.20219229e+00 9.33429362e-01 -8.61432732e-03 7.59561260e-03 8.83461559e-05 9.25352290e-01 8.55616624e-01] main(): current acceptance fraction: 39.9697580645 MCMC took 84.92339 sec Running MCMC mcmc-default-064-015-341.pickle manylnprob(): lnp = [-28500.08855213 -28444.71331058 -28452.38909785 -28453.82213019 -28508.4936888 -28485.52365758 -28459.01387986 -28449.04489033 -28446.05690695 -28456.28580594 -28456.02353619 -28446.48826462 -28451.34077261 -28448.06045207 -28467.79729679 -28452.56708959 -28446.18535441 -28450.58793608 -28445.61526427 -28448.86415174 -28444.77642259 -28456.48200784 -28453.97587098 -28458.05808759 -28450.31686486 -28448.81593489 -28460.65596286 -28458.84934062 -28449.56181353 -28445.41678183 -28467.79339175 -28447.10080514 -28495.47515563 -28455.54579742 -28455.18750499 -28450.19790258 -28444.53330266 -28439.97176102 -28453.26628372 -28450.30319261 -28450.05539767 -28448.31303473 -28448.32409077 -28449.4006294 -28447.08638692 -28464.06124037 -28445.27804315 -28451.77778005 -28451.78436999 -28453.5962165 -28452.30158174 -28448.32449662 -28450.24590637 -28453.13338528 -28455.27256159 -28445.71617987 -28444.32788789 -28447.83528411 -28449.36739286 -28447.62224925 -28445.05892814 -28452.25724753 -28455.74595083 -28454.82123416] manylnprob(): p[0] = [ 1.34114538e+00 2.23447074e+00 9.53185934e-01 -8.64560549e-03 7.25143535e-03 -1.12920358e-04 9.41400812e-01 8.56541487e-01] main(): current acceptance fraction: 39.935124269 MCMC took 85.991441 sec Running MCMC mcmc-default-064-015-342.pickle manylnprob(): lnp = [-28446.53206286 -28443.03719109 -28452.03557615 -28450.14422889 -28494.73755032 -28449.68696017 -28448.40843063 -28446.17343436 -28454.51790622 -28449.80660139 -28449.56821718 -28444.31893322 -28453.5984208 -28449.02353671 -28445.11313422 -28452.01514069 -28460.87819682 -28449.73802448 -28444.09859125 -28448.71146335 -28451.67873173 -28460.36860957 -28456.87239009 -28465.13091331 -28455.74238279 -28454.33612077 -28453.56894712 -28463.0458363 -28454.34135358 -28445.49588122 -28446.86432714 -28446.83911302 -28447.26895134 -28446.74201153 -28449.11704331 -28451.6849886 -28447.74896763 -28450.1541309 -28458.84190314 -28448.63636021 -28449.79481503 -28456.26939307 -28447.49919778 -28447.09498088 -28448.44499874 -28452.6094802 -28452.83911314 -28446.53669799 -28451.99975885 -28459.284985 -28452.66484746 -28449.53467903 -28459.40612242 -28451.65138738 -28457.33688058 -28438.8354313 -28443.76004784 -28460.8213961 -28491.1635482 -28469.75580316 -28452.89678843 -28451.29559665 -28458.89844083 -28458.66685048] manylnprob(): p[0] = [ 1.32448929e+00 2.19824028e+00 9.31231171e-01 -8.61427626e-03 7.64525865e-03 1.20885854e-04 9.19241946e-01 8.58255371e-01] main(): current acceptance fraction: 39.9143586006 MCMC took 84.770457 sec Running MCMC mcmc-default-064-015-343.pickle manylnprob(): lnp = [-28437.75828807 -28444.29155913 -28456.31491386 -28463.83862548 -28498.8708029 -28450.51840724 -28450.6463111 -28447.24006888 -28445.17931373 -28450.00703816 -28451.01324535 -28444.92812074 -28459.04788702 -28450.11286777 -28453.5244818 -28448.83866693 -28444.69224133 -28479.12842872 -28437.50286154 -28446.80913226 -28443.99418219 -28547.54346666 -28446.21741832 -28487.16854952 -28477.28028989 -28450.73678274 -28448.52379221 -28448.75019977 -28450.88761798 -28444.3778601 -28452.01196845 -28450.54061814 -28448.50182705 -28445.85027879 -28448.74379709 -28449.53731492 -28446.55903397 -28442.45926314 -28453.83521302 -28458.34993412 -28449.19880888 -28446.29626029 -28447.87153429 -28448.22966908 -28452.25240415 -28458.68013987 -28477.10614557 -28446.46960925 -28451.83516523 -28449.27870721 -28449.69566227 -28470.45380188 -28448.65540118 -28450.33618185 -28483.78407573 -28446.99249155 -28445.45153177 -28450.90079359 -28458.15506793 -28451.73151434 -28464.52731079 -28446.56734602 -28461.45786706 -28449.58262178] manylnprob(): p[0] = [ 1.32467173e+00 2.19884698e+00 9.31645067e-01 -8.65205487e-03 7.58408710e-03 7.29181039e-05 9.25244940e-01 8.56367011e-01] main(): current acceptance fraction: 39.9573037791 MCMC took 85.860064 sec Running MCMC mcmc-default-064-015-344.pickle manylnprob(): lnp = [-28468.41292486 -28444.80869944 -28479.71957519 -28461.05475899 -28452.75956876 -28448.92854515 -28449.73962597 -28448.34771822 -28446.23590171 -28446.62894694 -28470.38525374 -28445.45036375 -28452.48465005 -28449.30152114 -28445.15669917 -28452.87375342 -28459.15915196 -28458.01283275 -28438.14370321 -28449.74744693 -28445.83053508 -28454.78418709 -28452.3019544 -28454.72015799 -28448.05914508 -28456.47332517 -28457.01281354 -28453.33020618 -28450.3283892 -28444.67059382 -28442.29253478 -28461.9718545 -28452.01080763 -28445.81509508 -28447.83927844 -28445.87953929 -28447.13858264 -28439.41267784 -28450.80444483 -28475.75793524 -28460.76487176 -28446.94576999 -28489.34763903 -28444.93699373 -28455.49887157 -28469.92048134 -28449.02287018 -28446.47747626 -28451.33012983 -28452.37021236 -28453.93019884 -28491.97127717 -28451.82476706 -28450.25949775 -28456.532534 -28466.59704039 -28446.88411397 -28448.64761587 -28459.77687378 -28477.31865813 -28475.45380192 -28445.37656187 -28456.92184646 -28466.22259471] manylnprob(): p[0] = [ 1.34448662e+00 2.24036391e+00 9.57738137e-01 -8.75896873e-03 7.05982206e-03 -2.39581770e-04 9.39501595e-01 8.50196592e-01] main(): current acceptance fraction: 39.9365942029 MCMC took 85.665172 sec Running MCMC mcmc-default-064-015-345.pickle manylnprob(): lnp = [-28463.61086405 -28445.18588684 -28466.48873831 -28452.9895964 -28493.42158475 -28486.06694841 -28447.44748152 -28443.77640477 -28445.84838723 -28449.69246796 -28457.45938235 -28446.21671831 -28487.62715244 -28458.87489527 -28445.67118999 -28450.8453345 -28444.07357215 -28453.9130269 -28468.50983734 -28448.19638966 -28436.4431961 -28457.14218093 -28448.90171023 -28468.12441978 -28448.59579543 -28450.47118956 -28453.32356693 -28449.10876002 -28447.25236544 -28444.79481497 -28460.31918526 -28452.24979249 -28451.9961796 -28449.18416955 -28449.21773452 -28446.00155157 -28458.50890618 -28453.02163972 -28459.70637575 -28457.28279196 -28448.7335084 -28457.34708215 -28465.80014213 -28447.09180468 -28450.38094941 -28494.18004893 -28460.22374742 -28446.21900019 -28449.56064927 -28449.29868667 -28473.02134624 -28453.7578649 -28448.54922119 -28460.73975408 -28473.4720557 -28455.44046902 -28449.51185365 -28448.01524157 -28494.60471914 -28514.24395266 -28445.99932424 -28447.05412849 -28503.05024408 -28448.49460101] manylnprob(): p[0] = [ 1.33117843e+00 2.21313231e+00 9.40108461e-01 -8.70651100e-03 7.36647385e-03 -7.86218602e-05 9.34019534e-01 8.65744031e-01] main(): current acceptance fraction: 39.9024566474 MCMC took 85.213188 sec Running MCMC mcmc-default-064-015-346.pickle manylnprob(): lnp = [-28496.48968647 -28443.62846903 -28454.27199496 -28451.72812365 -28452.76389179 -28449.00172856 -28441.63017827 -28442.63488288 -28448.6954187 -28450.3319825 -28466.95449781 -28481.60603568 -28469.89127396 -28466.54764181 -28444.39605856 -28458.0754676 -28445.07514173 -28452.30492809 -28469.65372846 -28441.69994636 -28438.65244113 -28459.68622431 -28450.60119825 -28527.50987006 -28467.87335846 -28495.59452136 -28457.92781587 -28444.9429359 -28449.30643325 -28444.84389133 -28442.08922392 -28445.61078105 -28455.8445004 -28447.46689677 -28447.49628161 -28447.24093759 -28447.29745087 -28462.66643764 -28450.0671961 -28464.92648577 -28447.63846781 -28459.85053083 -28464.08903049 -28464.04817655 -28449.41604035 -28448.63008089 -28471.53610327 -28445.55228989 -28451.19981378 -28499.24800044 -28457.50118083 -28449.46074572 -28448.90722093 -28448.1912577 -28468.68805181 -28443.54283964 -28444.27871994 -28449.37739179 -28458.28537188 -28456.8906921 -28451.69670981 -28457.90926051 -28454.24310244 -28446.95598305] manylnprob(): p[0] = [ 1.33379188e+00 2.21440478e+00 9.40211774e-01 -8.33258706e-03 7.96119341e-03 2.76174703e-04 9.23504546e-01 8.54732070e-01] main(): current acceptance fraction: 39.9045389049 MCMC took 85.642591 sec Running MCMC mcmc-default-064-015-347.pickle manylnprob(): lnp = [-28438.20526779 -28442.88287512 -28458.21278376 -28448.29089404 -28452.47136366 -28451.10869839 -28512.64756247 -28443.08313462 -28486.11241569 -28459.31380639 -28459.38862218 -28443.25434369 -28456.55340248 -28453.89381169 -28443.48651215 -28452.36333005 -28445.37811529 -28468.96861746 -28552.69072568 -28441.51290716 -28445.19775132 -28468.22586344 -28465.60750875 -28458.60527824 -28444.74988198 -28484.90110427 -28453.8081499 -28444.38024703 -28450.3148282 -28444.56254176 -28468.0144236 -28450.93859239 -28467.62894799 -28450.9474765 -28450.08645436 -28445.36445176 -28449.65232771 -28455.23823176 -28449.041392 -28448.92200161 -28449.35951699 -28444.99710104 -28448.55945938 -28444.64990782 -28486.23924186 -28447.26346518 -28481.17713468 -28470.56470015 -28450.72885658 -28475.86906211 -28456.06422538 -28446.34410843 -28451.38425001 -28452.43422453 -28464.48640194 -28439.13099309 -28456.79526008 -28465.1963609 -28459.76674317 -28487.55355097 -28469.02368139 -28447.74989034 -28455.67807794 -28455.79531421] manylnprob(): p[0] = [ 1.32425987e+00 2.19798930e+00 9.31103135e-01 -8.65225055e-03 7.59083797e-03 7.70660510e-05 9.25183498e-01 8.56725733e-01] main(): current acceptance fraction: 39.8886494253 MCMC took 85.550752 sec Running MCMC mcmc-default-064-015-348.pickle manylnprob(): lnp = [-28456.41890058 -28456.30526677 -28460.62409515 -28449.15055377 -28452.66645119 -28456.47240143 -28447.45298097 -28446.44128932 -28473.78222192 -28460.53039539 -28460.20567437 -28441.5090702 -28449.5962385 -28453.07941282 -28443.04765933 -28450.70690407 -28446.7277847 -28454.65848181 -28438.08511263 -28433.7162529 -28435.12068646 -28576.50054504 -28446.69850935 -28501.69559619 -28436.57360347 -28452.80707035 -28452.45905487 -28446.78199263 -28452.52073642 -28446.29459329 -28447.05286808 -28451.00021539 -28471.6579975 -28459.62824115 -28457.68571113 -28446.16847503 -28457.94519377 -28445.98787531 -28454.90800253 -28446.74670147 -28480.21206601 -28444.42455479 -28466.24306012 -28455.44687178 -28446.7693617 -28445.42519487 -28445.30579663 -28449.09644929 -28456.93435473 -28455.62843814 -28459.29090876 -28471.56955982 -28446.21364656 -28446.69803001 -28465.92602663 -28459.11687397 -28546.43114749 -28448.80515211 -28489.00758387 -28453.11819805 -28449.39811242 -28448.4962978 -28489.39107878 -28448.21416498] manylnprob(): p[0] = [ 1.33267976e+00 2.21601117e+00 9.41970181e-01 -8.72023917e-03 7.31291426e-03 -8.99788544e-05 9.42986266e-01 8.55316104e-01] main(): current acceptance fraction: 39.8773280802 MCMC took 85.394149 sec Running MCMC mcmc-default-064-015-349.pickle manylnprob(): lnp = [-28440.7569015 -28436.55782414 -28454.15378232 -28447.83527579 -28451.21601482 -28468.94974551 -28459.08891218 -28443.93040549 -28485.57246214 -28449.90819966 -28447.62450794 -28445.5482571 -28451.23915615 -28469.2068065 -28443.94890647 -28451.90754134 -28443.55654878 -28507.47418179 -28435.07405965 -28445.72330164 -28455.42065869 -28516.92119394 -28449.33981815 -28456.42053449 -28443.20716617 -28450.62716353 -28451.48548048 -28447.13097323 -28447.17133684 -28446.13823103 -28442.63231871 -28453.01938942 -28449.70081061 -28449.5297716 -28449.82945383 -28449.82003771 -28455.0378655 -28446.26576292 -28448.03042649 -28450.17125277 -28446.64095952 -28450.00107875 -28450.82327179 -28446.99512856 -28445.17231823 -28457.22155684 -28453.28913681 -28461.79377812 -28448.46584657 -28451.05513591 -28461.56628001 -28455.53924217 -28445.81471811 -28445.65149621 -28454.68281814 -28445.74135509 -28487.67514115 -28445.18452461 -28447.83640637 -28449.94287693 -28443.85592493 -28445.04022517 -28458.85635615 -28446.69136089] manylnprob(): p[0] = [ 1.33207195e+00 2.21365291e+00 9.40995396e-01 -8.66864194e-03 7.43455689e-03 -2.10137821e-05 9.32913338e-01 8.53011879e-01] main(): current acceptance fraction: 39.90625 MCMC took 84.760523 sec Plotting trajectory traj-default-064-015-350.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-350.png Running MCMC mcmc-default-064-015-350.pickle manylnprob(): lnp = [-28434.58782564 -28443.47479153 -28456.99164221 -28460.50336498 -28451.40477717 -28450.89474304 -28462.28642178 -28444.30495299 -28451.42785945 -28454.47454358 -28447.60978477 -28440.97448345 -28450.77303443 -28460.99760423 -28431.2292998 -28468.22798255 -28444.52455788 -28502.22654317 -28438.63779715 -28434.63250242 -28433.73595015 -28518.09501666 -28460.64159402 -28448.96261744 -28448.71068932 -28450.69311196 -28445.08198837 -28460.55230627 -28443.59875531 -28511.96024401 -28446.2490602 -28452.74855 -28453.64262192 -28447.42397336 -28493.46404049 -28450.77863783 -28455.46543286 -28453.7477989 -28468.42710251 -28446.67252468 -28457.40238636 -28481.7922669 -28474.60017125 -28452.73787428 -28444.32721973 -28449.75466744 -28452.41747671 -28463.85391255 -28449.53061166 -28470.94423882 -28459.57049846 -28480.84807642 -28447.85921524 -28444.03374729 -28505.84628297 -28457.20220424 -28495.99824143 -28500.66438855 -28446.53921571 -28444.58858119 -28467.05953109 -28454.92759759 -28491.39665753 -28447.63996446] manylnprob(): p[0] = [ 1.32663935e+00 2.20224836e+00 9.34014265e-01 -8.67410095e-03 7.54128006e-03 5.34811136e-05 9.31306980e-01 8.46768319e-01] main(): current acceptance fraction: 39.8993945869 MCMC took 85.140724 sec Running MCMC mcmc-default-064-015-351.pickle manylnprob(): lnp = [-28436.71160022 -28435.57532136 -28454.31082991 -28449.14705953 -28453.09582081 -28456.55850933 -28469.15172317 -28444.65095657 -28436.70660778 -28458.70910182 -28499.30737918 -28443.73770332 -28451.13680882 -28473.53830933 -28434.33400134 -28470.5317555 -28444.35793519 -28499.65722705 -28472.65167618 -28443.60937878 -28450.49881771 -28474.24865286 -28449.469323 -28447.44154083 -28445.70715732 -28449.88787744 -28442.95135902 -28453.15913659 -28444.12495383 -28435.80993469 -28442.06917832 -28479.17535193 -28464.41962625 -28447.14371788 -28451.19266116 -28450.14557159 -28479.23129793 -28481.22678389 -28456.65894225 -28493.75824788 -28451.29890533 -28445.14608215 -28463.32913762 -28448.36790069 -28444.28417386 -28441.47676722 -28448.79140024 -28495.57249396 -28449.79177166 -28476.39273511 -28445.23731318 -28448.50508792 -28486.28155294 -28444.07802263 -28464.10547936 -28447.32247541 -28515.5617177 -28446.37314958 -28447.075012 -28446.23141835 -28481.6304427 -28450.46738623 -28453.39455779 -28447.62748445] manylnprob(): p[0] = [ 1.33161365e+00 2.21234915e+00 9.40363987e-01 -8.67941987e-03 7.43759369e-03 -8.15526931e-06 9.38149884e-01 8.49076771e-01] main(): current acceptance fraction: 39.9014559659 MCMC took 85.181821 sec Running MCMC mcmc-default-064-015-352.pickle manylnprob(): lnp = [-28436.46543326 -28433.87400066 -28451.37313244 -28447.36752183 -28482.2119701 -28448.73553438 -28440.06029838 -28438.39901848 -28431.61078461 -28446.81372916 -28447.64602121 -28451.02532718 -28459.10819656 -28454.35929229 -28431.14716623 -28448.33813341 -28445.09484497 -28450.0443136 -28435.29838267 -28443.35404448 -28434.24449749 -28468.5798611 -28495.77988486 -28450.80457529 -28457.23341327 -28491.13334944 -28442.74892383 -28473.32797007 -28445.19010766 -28430.32257094 -28466.81468471 -28454.25917988 -28463.77080202 -28442.61249829 -28449.97622041 -28451.01180758 -28454.96913348 -28463.40052513 -28444.94306266 -28467.96751044 -28445.82024216 -28444.51966866 -28447.28233032 -28454.45811588 -28446.67350852 -28437.48704494 -28443.82674797 -28511.81417144 -28445.15052054 -28444.63708551 -28441.96720274 -28448.30760319 -28447.9535221 -28444.25769239 -28454.66631032 -28453.19888912 -28447.68716694 -28458.12858879 -28450.33480498 -28461.65439222 -28444.87766225 -28451.48299285 -28450.47817572 -28447.78544894] manylnprob(): p[0] = [ 1.33173206e+00 2.21260468e+00 9.40539477e-01 -8.68102699e-03 7.43158507e-03 -1.03472873e-05 9.37345914e-01 8.49894599e-01] main(): current acceptance fraction: 39.9256373938 MCMC took 85.757872 sec Running MCMC mcmc-default-064-015-353.pickle manylnprob(): lnp = [-28432.53414675 -28459.67872821 -28457.03421908 -28447.36009863 -28457.49503186 -28448.72149401 -28444.67419494 -28439.24233496 -28431.5929901 -28450.94233987 -28447.64686351 -28435.84869025 -28457.75056693 -28454.35585453 -28434.07739872 -28451.01173801 -28445.18501678 -28466.93712178 -28443.35176449 -28462.03163653 -28443.28364101 -28483.03825256 -28496.70379008 -28452.45691738 -28434.87772138 -28486.50215424 -28442.31548385 -28459.18496514 -28443.9070092 -28441.78730093 -28469.16752414 -28495.41565282 -28453.87138299 -28442.47698275 -28449.2104681 -28446.77762539 -28446.4648283 -28467.10090919 -28455.59202427 -28445.80243633 -28453.15443402 -28445.06965081 -28450.99458755 -28452.91183456 -28444.37256853 -28443.89987543 -28448.32645326 -28450.84471603 -28445.69603351 -28450.66018499 -28458.05644328 -28477.3842055 -28452.16556961 -28443.72581858 -28461.63382692 -28444.57082673 -28481.18040412 -28445.42443178 -28458.22749379 -28445.95701612 -28450.21900627 -28493.57609225 -28456.99383935 -28447.32941933] manylnprob(): p[0] = [ 1.33277513e+00 2.21485584e+00 9.42085473e-01 -8.69518502e-03 7.37865155e-03 -2.96580568e-05 9.30263273e-01 8.57099324e-01] main(): current acceptance fraction: 39.8878884181 MCMC took 85.016077 sec Running MCMC mcmc-default-064-015-354.pickle manylnprob(): lnp = [-28430.26315024 -28435.52004345 -28451.27179722 -28453.40435769 -28485.81859858 -28450.07527432 -28448.45015927 -28446.92591415 -28430.56239362 -28445.61461042 -28451.56520871 -28434.37705077 -28467.90770735 -28472.59454045 -28447.85807849 -28450.14311397 -28443.76345721 -28460.1084805 -28436.9548425 -28448.96687672 -28433.68225433 -28491.5643733 -28452.49408574 -28448.90939364 -28437.66717152 -28448.85970706 -28438.14069915 -28446.13300398 -28443.63461964 -28443.12445768 -28446.88760817 -28466.87863456 -28445.33148949 -28442.58850844 -28460.52394514 -28442.89900454 -28442.95657976 -28462.94165073 -28453.83907522 -28448.52742705 -28444.88285398 -28458.45659835 -28444.79126 -28456.87639771 -28443.5474532 -28437.70661825 -28456.01366436 -28483.21312422 -28445.25410209 -28487.69270776 -28452.97637329 -28448.54177298 -28475.74790033 -28445.53994085 -28452.95254328 -28445.42196192 -28438.46435292 -28460.85474397 -28455.39214758 -28448.35669728 -28449.42986146 -28451.51310165 -28450.21867169 -28448.12719859] manylnprob(): p[0] = [ 1.33036941e+00 2.20993948e+00 9.39169763e-01 -8.69227003e-03 7.42203305e-03 2.90830944e-06 9.22404881e-01 8.55123659e-01] main(): current acceptance fraction: 39.8899647887 MCMC took 85.754975 sec Running MCMC mcmc-default-064-015-355.pickle manylnprob(): lnp = [-28429.82336272 -28477.97551573 -28450.23408602 -28447.91972531 -28453.61320356 -28446.70735005 -28446.33108788 -28437.87592505 -28429.98102037 -28452.79469453 -28450.33127885 -28454.59246682 -28467.02393471 -28464.18416146 -28452.90592618 -28493.09233703 -28444.07623294 -28449.68095225 -28445.58567568 -28435.2015634 -28450.62348326 -28496.38814498 -28522.68864163 -28447.82102281 -28445.44446164 -28447.15160288 -28432.16558866 -28445.32813938 -28442.69102292 -28429.6665246 -28442.0652253 -28453.01933396 -28443.93298286 -28447.41602287 -28451.86481381 -28447.10706352 -28443.11101677 -28453.54140288 -28461.23017839 -28447.11474231 -28444.54874206 -28450.99137311 -28444.71099087 -28452.48989465 -28435.49250539 -28452.15952997 -28477.1042192 -28447.16253323 -28447.47142997 -28444.59653997 -28451.58865795 -28448.49964537 -28452.62453276 -28447.21378196 -28455.91706545 -28462.22768211 -28438.9018872 -28444.61847324 -28448.37019266 -28474.65401948 -28471.28513215 -28457.6230475 -28460.34926619 -28446.56588206] manylnprob(): p[0] = [ 1.33207794e+00 2.21362974e+00 9.41531344e-01 -8.71598215e-03 7.35089990e-03 -4.00858065e-05 9.23738459e-01 8.54753261e-01] main(): current acceptance fraction: 39.8876404494 MCMC took 86.311437 sec Running MCMC mcmc-default-064-015-356.pickle manylnprob(): lnp = [-28432.02523971 -28445.04601642 -28443.87787498 -28449.43510933 -28454.29440769 -28463.44460636 -28446.50467439 -28437.6524647 -28458.85977833 -28447.06529747 -28448.81974247 -28445.45821433 -28455.24191625 -28447.56695584 -28461.72542251 -28468.85123899 -28441.94261267 -28450.89682148 -28456.84173045 -28438.15037424 -28437.22565692 -28490.04775809 -28477.14346175 -28447.1434331 -28438.2196819 -28446.47152424 -28437.60926245 -28434.58620887 -28446.1956547 -28430.29196522 -28472.75854307 -28450.93487753 -28454.93051862 -28441.70098024 -28460.53517585 -28446.88240938 -28444.95707099 -28471.06907428 -28450.25228362 -28458.58985623 -28445.65762669 -28442.46784141 -28444.35519789 -28496.89977072 -28434.05976319 -28442.39590221 -28444.20641242 -28448.87913487 -28453.18444336 -28453.41384308 -28441.32663876 -28530.10796441 -28450.54825737 -28454.91231207 -28464.345284 -28449.03245348 -28441.6694863 -28444.84026045 -28450.28128497 -28513.27522474 -28436.27326421 -28460.50388204 -28462.72372685 -28459.53170134] manylnprob(): p[0] = [ 1.33656801e+00 2.22298705e+00 9.47441826e-01 -8.73430122e-03 7.23994547e-03 -1.01779347e-04 9.27750103e-01 8.49229627e-01] main(): current acceptance fraction: 39.8721988796 MCMC took 85.78434 sec Running MCMC mcmc-default-064-015-357.pickle manylnprob(): lnp = [-28442.27230285 -28436.39854955 -28443.77506039 -28443.02164729 -28452.73352888 -28454.38991464 -28465.02109399 -28447.48325088 -28447.53685853 -28447.77213484 -28451.54578489 -28456.45890601 -28457.82070823 -28467.34200613 -28455.06059303 -28444.53978029 -28454.56207215 -28446.23559133 -28546.23470847 -28471.85759254 -28443.32433948 -28451.01094954 -28446.00607058 -28452.59615663 -28439.594843 -28446.38664919 -28442.80947773 -28449.31630667 -28435.36151275 -28439.24079248 -28455.51124848 -28459.66605255 -28441.8541517 -28443.18413098 -28452.1202077 -28447.12398597 -28444.69637653 -28439.8616387 -28447.03496244 -28450.8288359 -28456.58982247 -28453.80112424 -28449.27066712 -28451.8345875 -28444.35665715 -28461.07726879 -28504.964319 -28494.82936511 -28455.6607483 -28443.22020879 -28447.19333074 -28443.4584794 -28450.74282026 -28445.55022424 -28469.27266859 -28441.61804926 -28438.91588989 -28443.41077122 -28446.01848812 -28447.54608402 -28437.10853702 -28445.81909574 -28452.05058561 -28446.2967859 ] manylnprob(): p[0] = [ 1.34949800e+00 2.25030957e+00 9.64623935e-01 -8.81230926e-03 6.88626012e-03 -2.85492768e-04 9.27004996e-01 8.53798175e-01] main(): current acceptance fraction: 39.8481145251 MCMC took 85.776439 sec Running MCMC mcmc-default-064-015-358.pickle manylnprob(): lnp = [-28431.36621855 -28447.89045287 -28446.36000249 -28442.7203675 -28450.7343809 -28448.38361158 -28435.76918019 -28433.66062031 -28439.89408127 -28507.0611599 -28458.79842679 -28444.26888653 -28511.86679139 -28447.44702917 -28457.80365173 -28445.88766916 -28444.11274758 -28458.21194061 -28435.8275455 -28441.97970509 -28438.93822875 -28449.5687315 -28447.53384128 -28447.07629102 -28446.5902092 -28446.14497301 -28434.23370029 -28440.24254819 -28442.23290608 -28443.17845583 -28431.11299713 -28469.86724925 -28441.36111735 -28442.56501271 -28444.7558286 -28461.23441446 -28443.03912458 -28437.6849986 -28445.34688584 -28450.70402176 -28445.33295338 -28442.552413 -28456.28514103 -28443.92376416 -28435.91161741 -28455.02394078 -28500.67798508 -28467.16584962 -28447.36907345 -28443.99625459 -28461.46380101 -28444.4402716 -28453.72205013 -28443.3820856 -28447.3535653 -28430.29832838 -28477.35809346 -28448.33217588 -28445.34161133 -28452.7502087 -28445.03090494 -28446.56700474 -28447.30905765 -28454.19358922] manylnprob(): p[0] = [ 1.33651209e+00 2.22265629e+00 9.47145049e-01 -8.70132815e-03 7.29350332e-03 -7.15846998e-05 9.24739748e-01 8.54837958e-01] main(): current acceptance fraction: 39.8676880223 MCMC took 85.604473 sec Running MCMC mcmc-default-064-015-359.pickle manylnprob(): lnp = [-28442.15988868 -28467.06535354 -28489.64194426 -28442.91200572 -28519.84165326 -28451.50492148 -28444.90733645 -28441.14172594 -28456.58362511 -28445.73906989 -28448.37291772 -28455.54820086 -28452.2419903 -28449.63754538 -28432.08710436 -28443.72930667 -28444.17397266 -28449.04095009 -28432.39070345 -28438.35634256 -28443.18793726 -28446.74436878 -28485.60146383 -28454.60393805 -28452.68739335 -28450.30252862 -28454.68139689 -28434.33173089 -28434.05665922 -28430.88234499 -28430.84059002 -28452.85853954 -28442.18898251 -28443.54278505 -28449.97496269 -28443.18311448 -28443.16699243 -28430.86567596 -28441.76691736 -28452.44754941 -28449.51569472 -28440.95151462 -28444.00162209 -28451.24888803 -28440.4344001 -28441.80783778 -28519.41563736 -28431.94022905 -28447.3684757 -28438.92010634 -28441.37612204 -28456.67288895 -28449.78409366 -28443.62318056 -28448.56279418 -28431.36671967 -28486.87742747 -28444.59821953 -28443.01845635 -28473.11172914 -28435.76275168 -28454.91798849 -28444.21971408 -28449.88911549] manylnprob(): p[0] = [ 1.33935745e+00 2.22838110e+00 9.50753019e-01 -8.70337162e-03 7.23985777e-03 -1.08037395e-04 9.27281959e-01 8.57461261e-01] main(): current acceptance fraction: 39.8828125 MCMC took 84.397528 sec Plotting trajectory traj-default-064-015-360.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-360.png Running MCMC mcmc-default-064-015-360.pickle manylnprob(): lnp = [-28440.71622295 -28442.52522714 -28444.95317389 -28441.41153528 -28448.93498726 -28447.72661963 -28436.68023533 -28472.94858407 -28442.19690127 -28445.87988217 -28458.51029819 -28435.79825761 -28463.48387042 -28469.44192504 -28434.07382413 -28444.52209335 -28444.41640129 -28485.23326993 -28459.68711999 -28438.95508459 -28467.07186428 -28447.84381234 -28458.25621684 -28450.27343038 -28435.91648364 -28451.69774685 -28437.12993727 -28446.1263933 -28435.15634399 -28440.13168628 -28430.82722705 -28452.55353382 -28443.49230116 -28469.44766344 -28445.04283551 -28442.20620538 -28443.06938686 -28449.97887846 -28437.83134718 -28446.62582621 -28447.95346633 -28447.37770119 -28446.0469052 -28448.25223845 -28442.29169736 -28466.69050223 -28463.12782018 -28441.96158507 -28446.76493081 -28528.40825602 -28440.67603813 -28472.07733984 -28446.31004332 -28435.70118868 -28446.3623883 -28430.90242279 -28454.22125672 -28444.53378311 -28445.69552692 -28450.53258226 -28453.14436871 -28446.17869348 -28444.16678073 -28449.1594613 ] manylnprob(): p[0] = [ 1.33596605e+00 2.22174854e+00 9.45975878e-01 -8.70719795e-03 7.24161051e-03 -1.02331649e-04 9.26205001e-01 8.67199649e-01] main(): current acceptance fraction: 39.8935249307 MCMC took 84.786661 sec Running MCMC mcmc-default-064-015-361.pickle manylnprob(): lnp = [-28430.37682955 -28438.06659737 -28454.48641457 -28448.92765998 -28452.09020112 -28460.4557204 -28441.27110842 -28451.47959668 -28432.87502865 -28445.07727056 -28466.35816927 -28444.77218232 -28451.35238583 -28460.83627842 -28434.16590582 -28442.71654583 -28443.76081171 -28448.73311609 -28449.28949759 -28449.93017871 -28432.2307173 -28449.29674785 -28488.14342794 -28477.21238667 -28435.74392334 -28449.51727827 -28430.23100859 -28436.6306972 -28446.3112284 -28430.55465121 -28444.72913943 -28453.08222159 -28445.33752025 -28447.26975078 -28445.5254703 -28431.5434404 -28455.48213601 -28439.8563362 -28431.85244265 -28447.5932629 -28446.00425767 -28446.57019427 -28450.18663822 -28444.06545031 -28431.43939835 -28442.64946796 -28443.70277483 -28436.55637187 -28446.10091746 -28463.32008008 -28448.26076628 -28456.60888683 -28449.13529201 -28433.87292979 -28451.05294432 -28435.9920964 -28492.90593138 -28452.71607864 -28445.18023074 -28449.01474582 -28437.725429 -28446.08987552 -28444.10065859 -28461.40004277] manylnprob(): p[0] = [ 1.33607295e+00 2.22175169e+00 9.46623652e-01 -8.68700065e-03 7.33317709e-03 -4.93628599e-05 9.24076065e-01 8.55305827e-01] main(): current acceptance fraction: 39.8955455801 MCMC took 85.52739 sec Running MCMC mcmc-default-064-015-362.pickle manylnprob(): lnp = [-28430.53852292 -28443.78271757 -28442.66904763 -28444.52892722 -28453.74012741 -28485.65943928 -28458.99285867 -28434.23102031 -28481.84007539 -28445.0243673 -28449.27074088 -28444.01254614 -28461.85429014 -28448.13797212 -28455.31839087 -28456.93384857 -28447.21055711 -28447.09592696 -28444.53560752 -28434.66574051 -28432.4465046 -28456.7340433 -28499.40903668 -28454.20193988 -28452.53918359 -28449.0217776 -28444.77646273 -28444.37344577 -28438.75560431 -28433.21186852 -28431.05682963 -28466.70887442 -28446.45019883 -28443.80243834 -28445.25647031 -28432.48141595 -28443.15336728 -28430.71049541 -28456.85901047 -28451.01579584 -28445.02600693 -28441.3225747 -28442.64639338 -28445.744322 -28432.342963 -28451.75419447 -28443.53083564 -28445.46477946 -28443.69787701 -28445.58063124 -28441.4303386 -28470.24845808 -28449.62704625 -28433.2052035 -28454.89506421 -28430.97018352 -28470.68703308 -28444.88233227 -28445.40175937 -28456.18606166 -28470.42814275 -28448.48044022 -28446.28414558 -28443.08379535] manylnprob(): p[0] = [ 1.33220663e+00 2.21385537e+00 9.41669315e-01 -8.68845754e-03 7.41439796e-03 -4.11608706e-06 9.25451930e-01 8.48772265e-01] main(): current acceptance fraction: 39.8975550964 MCMC took 86.432523 sec Running MCMC mcmc-default-064-015-363.pickle manylnprob(): lnp = [-28431.22686752 -28439.20197194 -28441.13914036 -28439.07917889 -28451.85946068 -28447.73068353 -28436.48726778 -28451.00713183 -28450.03091817 -28444.38046374 -28460.18512086 -28443.01526595 -28455.80840868 -28458.23260952 -28444.500916 -28443.59815974 -28443.90935203 -28483.08134685 -28440.6932687 -28448.63796802 -28431.58729826 -28441.69783064 -28443.82993526 -28452.91311452 -28435.84421374 -28457.83353939 -28444.67279815 -28455.32270625 -28443.71034938 -28441.95814269 -28430.9627166 -28452.5585176 -28467.10861309 -28442.59977281 -28451.43007111 -28457.72065133 -28442.53295166 -28437.79410707 -28430.72178537 -28446.93217225 -28452.72840512 -28449.02640912 -28455.73007158 -28455.05079085 -28432.24457702 -28434.78658931 -28479.06863787 -28435.0318587 -28444.14492502 -28455.15492987 -28442.44809138 -28444.69464612 -28446.55010975 -28458.69383616 -28460.14490713 -28430.93096666 -28476.50601648 -28456.61984601 -28442.09821246 -28463.19634222 -28448.78536765 -28446.58696051 -28446.86326467 -28446.68013081] manylnprob(): p[0] = [ 1.33659125e+00 2.22295859e+00 9.47377102e-01 -8.70273935e-03 7.29475319e-03 -7.09965305e-05 9.24164485e-01 8.56205924e-01] main(): current acceptance fraction: 39.8780906593 MCMC took 85.150517 sec Running MCMC mcmc-default-064-015-364.pickle manylnprob(): lnp = [-28429.29246645 -28432.93517466 -28463.51226913 -28440.43656201 -28481.56814439 -28445.89408066 -28445.62652714 -28441.67409992 -28433.05881332 -28443.51553946 -28450.54010351 -28429.03942818 -28453.53619774 -28456.25808329 -28444.98472888 -28431.35282782 -28444.46619844 -28446.97071765 -28449.13527473 -28435.26786657 -28441.22677286 -28441.67213372 -28445.40991166 -28453.85531068 -28461.06721413 -28448.76472748 -28457.95626899 -28443.6317759 -28433.29471603 -28441.34054031 -28446.76252976 -28448.66132162 -28446.73714944 -28442.22642856 -28442.79519579 -28430.80969102 -28432.41357766 -28431.37749684 -28432.41522445 -28445.85154298 -28444.74329868 -28448.60301153 -28455.18533724 -28450.67590102 -28442.58432101 -28441.98609201 -28503.94375999 -28434.52168071 -28455.40907456 -28435.46607362 -28436.94739023 -28458.57948685 -28449.30453063 -28433.26878874 -28446.84957252 -28430.99869729 -28433.16394606 -28445.5221562 -28441.74635995 -28447.20684486 -28439.00746694 -28446.27486758 -28459.76421522 -28441.1002934 ] manylnprob(): p[0] = [ 1.33180490e+00 2.21312899e+00 9.41271612e-01 -8.70370612e-03 7.38270491e-03 -1.40965597e-05 9.21328693e-01 8.47163691e-01] main(): current acceptance fraction: 39.8929794521 MCMC took 84.694755 sec Running MCMC mcmc-default-064-015-365.pickle manylnprob(): lnp = [-28434.58294078 -28431.44857565 -28440.74090421 -28439.8483041 -28492.81607474 -28453.01484335 -28458.10753724 -28454.85915825 -28433.03602644 -28460.4617313 -28458.76324651 -28445.77907178 -28504.15410801 -28458.61696754 -28445.72129893 -28431.9000999 -28462.2002545 -28445.97105868 -28450.95427732 -28434.29955899 -28441.71798586 -28441.36302636 -28448.4139866 -28450.68139246 -28440.21987607 -28463.7838836 -28444.93757252 -28444.13137779 -28435.91843345 -28433.00643588 -28432.68036058 -28480.51247706 -28445.86189949 -28445.46000707 -28442.07419098 -28497.44622378 -28438.32511338 -28429.29149246 -28430.79755732 -28445.62211575 -28466.35763918 -28457.90468466 -28446.65675162 -28443.24957644 -28431.26445253 -28442.77063701 -28476.17927802 -28433.39242777 -28443.38940875 -28439.25078693 -28429.8961785 -28468.69952 -28449.73750188 -28434.697514 -28446.57961499 -28441.9154629 -28433.49368391 -28469.24576678 -28442.03970443 -28446.70326712 -28454.387472 -28443.62088676 -28449.55902745 -28440.44577215] manylnprob(): p[0] = [ 1.33797786e+00 2.22660732e+00 9.49599689e-01 -8.73719112e-03 7.21995048e-03 -1.10132564e-04 9.26771567e-01 8.32527881e-01] main(): current acceptance fraction: 39.8522882514 MCMC took 85.652323 sec Running MCMC mcmc-default-064-015-366.pickle manylnprob(): lnp = [-28429.80532482 -28466.50835383 -28441.27349033 -28437.62281798 -28447.6751728 -28449.56315662 -28435.64794874 -28449.37813465 -28430.5682685 -28471.82670119 -28455.08003378 -28447.5590485 -28464.96317869 -28449.76319169 -28430.09125069 -28430.49943117 -28456.52723906 -28483.19075159 -28430.03295157 -28435.09173985 -28430.59336657 -28433.38113118 -28452.74080297 -28453.28578877 -28434.43756159 -28446.73935 -28433.67052156 -28444.21585067 -28435.82256792 -28447.2956728 -28431.72771636 -28437.20285165 -28448.54866022 -28443.27032204 -28442.84409208 -28431.71866727 -28447.164434 -28429.54094041 -28440.19092637 -28442.56358865 -28447.66646689 -28440.45376711 -28451.6214079 -28431.39911816 -28430.63087385 -28434.62402011 -28488.19096762 -28434.711396 -28443.81814464 -28501.62912186 -28464.04529626 -28457.70396015 -28453.80440375 -28441.83437901 -28449.70949728 -28434.00138394 -28433.32732576 -28457.44403663 -28441.65548457 -28445.92206728 -28432.49562533 -28448.29959647 -28445.67488815 -28441.28594188] manylnprob(): p[0] = [ 1.33306192e+00 2.21586608e+00 9.43047407e-01 -8.67602794e-03 7.42886398e-03 7.38524666e-06 9.18125770e-01 8.50583656e-01] main(): current acceptance fraction: 39.8586512262 MCMC took 85.653302 sec Running MCMC mcmc-default-064-015-367.pickle manylnprob(): lnp = [-28432.86387977 -28447.47939562 -28444.63736039 -28438.42062722 -28453.84196275 -28442.87197351 -28437.36436714 -28448.70627833 -28478.43569013 -28444.68346015 -28449.98106163 -28435.26486261 -28468.49634119 -28449.28302518 -28435.72050487 -28441.71851067 -28443.34829413 -28452.00914527 -28441.33711236 -28452.81194727 -28430.38039365 -28430.55913198 -28490.06176778 -28447.23536921 -28451.11372934 -28445.57551344 -28430.81572156 -28467.58982996 -28448.97412212 -28429.12969735 -28429.31980597 -28438.74752754 -28464.85612444 -28442.77403423 -28449.93130387 -28431.42200603 -28429.10632326 -28448.73620319 -28447.73408611 -28457.48119883 -28449.20904495 -28440.74183367 -28442.81086154 -28432.29834657 -28443.12542461 -28431.36218613 -28444.21028734 -28433.65382541 -28443.12971401 -28436.57248257 -28430.13091975 -28436.83422507 -28453.58788478 -28434.80953712 -28442.70330298 -28433.73699743 -28447.31290251 -28444.4452978 -28441.00765996 -28446.18652895 -28434.0775313 -28444.19938059 -28450.59316958 -28442.2608611 ] manylnprob(): p[0] = [ 1.33565608e+00 2.22125124e+00 9.46408316e-01 -8.61203574e-03 7.49710765e-03 4.32787512e-05 9.25167203e-01 8.43974313e-01] main(): current acceptance fraction: 39.8777173913 MCMC took 84.534431 sec Running MCMC mcmc-default-064-015-368.pickle manylnprob(): lnp = [-28452.13379718 -28432.33713387 -28441.34525087 -28437.86742478 -28449.48852418 -28442.66190557 -28446.76088511 -28431.7026918 -28432.35627015 -28465.85514512 -28462.87975944 -28442.64639653 -28448.15775717 -28447.97299638 -28429.24698082 -28431.49126356 -28457.87213509 -28448.2530116 -28428.88658122 -28434.44347736 -28430.09463874 -28430.32087135 -28450.44589688 -28460.12747543 -28431.01848567 -28445.80656818 -28450.5157948 -28432.22950301 -28436.82412865 -28431.40315034 -28430.57515455 -28432.96576505 -28468.9641717 -28442.55192902 -28442.4075913 -28429.26723939 -28442.15707429 -28429.65905607 -28431.51469025 -28487.32599378 -28497.11287271 -28461.03851477 -28455.1639395 -28440.87089541 -28436.1449802 -28430.19300116 -28475.44141166 -28432.21026006 -28455.1716237 -28469.13407009 -28429.0193273 -28449.82917711 -28447.00344799 -28434.30699038 -28445.13609438 -28452.41873976 -28439.58171535 -28442.57765991 -28443.6707445 -28446.08005736 -28431.36985894 -28447.54516574 -28474.8917645 -28430.54236056] manylnprob(): p[0] = [ 1.35237917e+00 2.25538674e+00 9.68039728e-01 -8.52538165e-03 7.30564529e-03 -4.92499818e-05 9.34177591e-01 8.49956386e-01] main(): current acceptance fraction: 39.8882113821 MCMC took 85.41241 sec Running MCMC mcmc-default-064-015-369.pickle manylnprob(): lnp = [-28433.32050946 -28438.86722944 -28442.0802556 -28458.43269777 -28449.32638287 -28441.66128163 -28444.93536432 -28430.18123439 -28431.40858578 -28444.49668474 -28450.46067806 -28428.37683092 -28462.01217814 -28445.99908987 -28432.59217123 -28431.30680053 -28445.2259967 -28446.24152972 -28430.38577106 -28449.66012142 -28431.16255925 -28429.83257949 -28444.83981775 -28451.3574035 -28430.79107296 -28441.3431102 -28435.08023685 -28450.8712881 -28442.08102439 -28431.80008546 -28429.34133374 -28433.18057294 -28488.69639844 -28440.95556128 -28446.73524914 -28432.45850243 -28460.91154227 -28430.63557569 -28429.78720204 -28442.75564449 -28445.20229919 -28438.92429443 -28452.1590708 -28433.60628179 -28432.07589861 -28436.25167324 -28507.94645004 -28441.27045882 -28441.48537903 -28436.03699995 -28440.82186007 -28453.22405282 -28447.03993023 -28432.30412602 -28461.11024542 -28433.49667986 -28442.98842332 -28443.81055936 -28445.98394592 -28441.93115161 -28432.94678978 -28452.61946993 -28499.54693073 -28443.09490129] manylnprob(): p[0] = [ 1.33657437e+00 2.22325526e+00 9.47641902e-01 -8.60677581e-03 7.48304930e-03 3.78367027e-05 9.25547041e-01 8.43932972e-01] main(): current acceptance fraction: 39.9028716216 MCMC took 85.502832 sec Plotting trajectory traj-default-064-015-370.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-370.png Running MCMC mcmc-default-064-015-370.pickle manylnprob(): lnp = [-28449.90387704 -28439.71875444 -28449.85526614 -28451.33484129 -28446.29438382 -28440.3556861 -28437.88747823 -28446.80945116 -28451.4303845 -28442.45117695 -28448.46159873 -28460.38354667 -28459.36553076 -28443.59390474 -28442.52036314 -28431.42862282 -28452.52610291 -28447.20606369 -28430.85376556 -28452.75465442 -28430.18915256 -28442.56902058 -28466.74514802 -28452.47245745 -28432.39259106 -28441.49472582 -28457.21705574 -28431.22699777 -28451.46232241 -28446.19799369 -28440.24974377 -28430.78631244 -28493.3219565 -28479.76209405 -28484.01833969 -28429.7164122 -28444.52100702 -28430.50249497 -28429.92066751 -28449.00110753 -28503.94256623 -28434.71086267 -28441.43998152 -28429.4237504 -28460.66245381 -28431.1322512 -28458.6777213 -28432.67243115 -28450.50359461 -28489.95661732 -28439.02354059 -28450.22201509 -28443.78872406 -28435.23263289 -28443.14705134 -28442.88331679 -28428.40030472 -28443.31838214 -28442.70043668 -28441.3434171 -28433.65920686 -28446.14625682 -28480.39950153 -28429.75298764] manylnprob(): p[0] = [ 1.33728073e+00 2.22484288e+00 9.48532513e-01 -8.52807080e-03 7.63430243e-03 9.60879512e-05 9.36130984e-01 8.27876370e-01] main(): current acceptance fraction: 39.8795485175 MCMC took 84.661735 sec Running MCMC mcmc-default-064-015-371.pickle manylnprob(): lnp = [-28433.09824361 -28431.31507819 -28455.03344061 -28434.61193574 -28447.68893598 -28444.86413035 -28437.03133814 -28431.53395463 -28429.7029402 -28442.7751382 -28450.58031477 -28429.90321483 -28450.54877399 -28460.2125175 -28431.03681196 -28433.56327958 -28442.18859202 -28496.54906231 -28440.96913896 -28434.06476999 -28431.2563413 -28428.37170754 -28468.89967805 -28477.48446018 -28438.54098545 -28447.65968431 -28435.56714265 -28428.80687346 -28437.85268815 -28440.14361873 -28456.28666554 -28472.25642199 -28491.17845727 -28450.09474063 -28484.41910692 -28428.43556816 -28431.03714863 -28445.64397518 -28431.49934422 -28442.7419746 -28445.75099194 -28435.03812877 -28443.14959692 -28442.165278 -28432.42038709 -28430.93211726 -28440.72620843 -28432.65066591 -28441.32468503 -28435.53853089 -28440.01592265 -28440.92134218 -28443.65643748 -28448.56850238 -28454.92591577 -28429.54766602 -28431.65682198 -28442.87349926 -28442.48296142 -28442.54091315 -28443.41816903 -28454.7266287 -28464.81975202 -28430.19450748] manylnprob(): p[0] = [ 1.33658409e+00 2.22325515e+00 9.47649034e-01 -8.60703806e-03 7.48240827e-03 3.79972155e-05 9.25468166e-01 8.43993070e-01] main(): current acceptance fraction: 39.8773521505 MCMC took 84.595333 sec Running MCMC mcmc-default-064-015-372.pickle manylnprob(): lnp = [-28430.65089645 -28432.06667952 -28432.01318073 -28433.53140399 -28448.25549605 -28444.83657344 -28432.04425727 -28431.81853611 -28479.71377524 -28458.18920903 -28459.03033045 -28429.26583276 -28446.45495073 -28443.68055351 -28430.19950579 -28432.42770518 -28442.20564354 -28442.36691564 -28440.0005982 -28431.39911671 -28450.15963867 -28431.78585953 -28444.20171364 -28454.75045119 -28446.79397368 -28441.63986147 -28453.32019476 -28446.61344697 -28436.52026579 -28431.74548832 -28429.46355267 -28440.92233743 -28461.56302317 -28439.03781434 -28442.75270439 -28430.08843443 -28435.08187892 -28440.92124475 -28434.68861891 -28448.37869307 -28474.47584239 -28452.24073937 -28451.70057458 -28430.90231479 -28429.4192368 -28429.43037429 -28440.53841605 -28433.38509324 -28432.62346115 -28443.22689059 -28432.33990104 -28436.19448752 -28440.91236475 -28431.86780734 -28446.6094403 -28432.22809381 -28446.5469105 -28445.02245901 -28447.25367207 -28449.085482 -28435.78093607 -28463.96341316 -28445.04209411 -28430.56529021] manylnprob(): p[0] = [ 1.33424482e+00 2.21809377e+00 9.44611495e-01 -8.64523904e-03 7.45516014e-03 1.81548364e-05 9.24784878e-01 8.39410369e-01] main(): current acceptance fraction: 39.8835455764 MCMC took 85.680186 sec Running MCMC mcmc-default-064-015-373.pickle manylnprob(): lnp = [-28430.64393566 -28431.24652868 -28431.57611523 -28433.56299367 -28450.61001707 -28455.2577176 -28429.11795376 -28432.20514874 -28431.11530601 -28459.11479501 -28465.89315796 -28446.2909081 -28444.1149576 -28450.70109889 -28440.51505725 -28447.49490042 -28467.39356503 -28442.22599099 -28430.27594761 -28445.74098242 -28441.51049665 -28435.56737384 -28463.36928855 -28469.43010396 -28429.5393909 -28446.27672764 -28444.69635964 -28433.76060148 -28439.18660564 -28429.17359561 -28442.23058189 -28447.71598406 -28443.09240009 -28448.06576573 -28442.60252163 -28430.2356933 -28432.38848805 -28432.09797635 -28453.26571455 -28431.148761 -28464.03312717 -28434.81362049 -28444.15990855 -28432.77072168 -28431.92753589 -28434.1822638 -28441.34413624 -28443.05414208 -28440.68166978 -28471.08031992 -28460.72987257 -28432.73503114 -28441.0613812 -28450.76673227 -28442.33995422 -28433.56121813 -28428.52018579 -28450.30492838 -28440.27706357 -28442.06523398 -28431.14117096 -28446.58116363 -28467.16064403 -28429.16449629] manylnprob(): p[0] = [ 1.33116099e+00 2.21213025e+00 9.40834480e-01 -8.66310439e-03 7.45681298e-03 3.99653634e-05 9.22696684e-01 8.50072182e-01] main(): current acceptance fraction: 39.8897058824 MCMC took 85.644997 sec Running MCMC mcmc-default-064-015-374.pickle manylnprob(): lnp = [-28428.92711847 -28432.09821793 -28443.70952201 -28444.76013366 -28448.99868179 -28443.45527023 -28429.12603889 -28447.48029652 -28442.23495981 -28443.59053865 -28447.52672651 -28440.10985014 -28459.44708472 -28446.84728666 -28431.15461669 -28434.57243798 -28443.05401239 -28449.74635643 -28430.1582532 -28434.02334165 -28430.45441075 -28431.58716627 -28443.11831705 -28453.40760144 -28446.99334982 -28441.36656218 -28434.07656312 -28433.56336216 -28434.31939925 -28433.12057891 -28430.23211315 -28459.14886364 -28444.15671341 -28493.72049376 -28442.47883088 -28431.26562761 -28434.65991151 -28433.64686566 -28450.19166254 -28441.80254347 -28544.05831052 -28448.47744694 -28441.62048483 -28445.20867943 -28430.8092488 -28437.17459247 -28439.90128031 -28438.64723993 -28457.78746014 -28433.95316616 -28454.46485408 -28428.31315039 -28450.27650271 -28448.68919345 -28444.42069455 -28434.8688423 -28431.78574089 -28446.04000178 -28444.84819442 -28441.57388475 -28431.4960277 -28449.22002044 -28439.04923861 -28429.70563408] manylnprob(): p[0] = [ 1.33298531e+00 2.21530877e+00 9.42915317e-01 -8.66088768e-03 7.43966301e-03 9.76076985e-06 9.20687258e-01 8.48292633e-01] main(): current acceptance fraction: 39.9 MCMC took 85.572211 sec Running MCMC mcmc-default-064-015-375.pickle manylnprob(): lnp = [-28429.14707362 -28438.35041722 -28440.98564917 -28437.77510209 -28454.9306702 -28442.3430322 -28429.18564641 -28432.86657294 -28429.33654086 -28449.412067 -28448.90838417 -28428.96289887 -28447.08148891 -28451.29725318 -28430.70335109 -28444.44226016 -28441.57395969 -28448.76411698 -28439.57514338 -28443.30120055 -28470.75389752 -28429.70195211 -28440.01679215 -28447.58652314 -28449.45914482 -28452.67602081 -28432.23068865 -28438.86973455 -28445.51402274 -28428.68535577 -28432.00262891 -28454.73806949 -28443.24467024 -28431.79845703 -28452.11210083 -28433.90711053 -28435.83474491 -28447.34392476 -28455.39565883 -28430.54941616 -28467.69952324 -28431.53193555 -28456.24438236 -28431.52265226 -28431.03826021 -28452.48155991 -28439.20390378 -28429.50611508 -28444.11702725 -28429.81054806 -28448.97425278 -28442.71661149 -28431.38696595 -28435.54946469 -28464.05936178 -28444.07636789 -28443.74670235 -28455.01467989 -28447.03334775 -28447.46815255 -28446.57016314 -28444.03354345 -28439.96677488 -28430.16435992] manylnprob(): p[0] = [ 1.33249743e+00 2.21435382e+00 9.42486514e-01 -8.66299480e-03 7.45497202e-03 2.28164044e-05 9.21414816e-01 8.46288089e-01] main(): current acceptance fraction: 39.8977726064 MCMC took 86.59909 sec Running MCMC mcmc-default-064-015-376.pickle manylnprob(): lnp = [-28442.29511841 -28445.40758199 -28430.9979196 -28438.34806729 -28442.35194819 -28440.56383709 -28429.92234338 -28429.74146648 -28434.88508334 -28474.16132359 -28449.98413315 -28427.65111523 -28444.86904667 -28441.68514335 -28431.42367958 -28434.85738213 -28491.36035057 -28450.10692633 -28428.83569623 -28434.27986504 -28449.17084646 -28430.10897167 -28442.80201812 -28453.55756571 -28431.40242724 -28441.60440803 -28430.65547932 -28439.49142541 -28440.70759672 -28442.90814675 -28429.85421373 -28433.43732507 -28450.70153245 -28431.12362286 -28443.40323639 -28476.13918719 -28435.78464534 -28431.92735754 -28442.35374434 -28431.3989703 -28447.72126298 -28455.91498248 -28437.64982248 -28443.79017496 -28430.54571881 -28446.86938886 -28466.55867858 -28429.73391584 -28433.14297405 -28430.72516945 -28436.78999415 -28428.18572058 -28440.89394635 -28434.0532841 -28445.39428653 -28453.20448203 -28427.76336086 -28475.10917241 -28462.06600962 -28443.81034572 -28439.19615396 -28448.38777649 -28431.71323984 -28429.11590422] manylnprob(): p[0] = [ 1.32547099e+00 2.20031431e+00 9.33156767e-01 -8.65876099e-03 7.53787236e-03 8.81196126e-05 9.18798777e-01 8.61171191e-01] main(): current acceptance fraction: 39.8914124668 MCMC took 85.976931 sec Running MCMC mcmc-default-064-015-377.pickle manylnprob(): lnp = [-28430.26579676 -28431.3918689 -28431.82856941 -28435.89694182 -28446.96508569 -28441.93130529 -28430.16686286 -28429.86405218 -28429.15827495 -28444.66409578 -28444.90348047 -28458.81747561 -28450.69353736 -28445.27589653 -28429.30662722 -28443.86667999 -28456.2220479 -28432.88205254 -28430.14844092 -28431.22096148 -28430.3320588 -28429.89298813 -28441.34997533 -28448.43580627 -28429.54703857 -28443.54611048 -28434.37183175 -28433.43896874 -28435.01328587 -28428.25598464 -28430.45575762 -28437.17945153 -28443.50603113 -28430.10056433 -28442.9944042 -28430.93094084 -28433.28729857 -28435.92255652 -28430.80637609 -28430.72342766 -28442.94120894 -28429.50684097 -28437.64338995 -28434.38768734 -28451.06144065 -28441.32228947 -28442.03727641 -28428.07535393 -28429.2400427 -28435.92236833 -28439.46661547 -28436.33128512 -28431.88238489 -28445.64866216 -28450.58475544 -28429.43730664 -28428.61994526 -28445.28672538 -28445.02845743 -28444.93701397 -28435.28703665 -28445.52630425 -28454.04996017 -28433.16548707] manylnprob(): p[0] = [ 1.33511884e+00 2.21946456e+00 9.45531527e-01 -8.64586714e-03 7.41544270e-03 -8.37889347e-06 9.22512609e-01 8.49536372e-01] main(): current acceptance fraction: 39.914021164 MCMC took 87.691983 sec Running MCMC mcmc-default-064-015-378.pickle manylnprob(): lnp = [-28433.85976878 -28431.28384624 -28448.41599399 -28431.48555135 -28442.25546962 -28442.03742565 -28430.05058455 -28439.32998965 -28433.14150936 -28432.21238674 -28452.4547057 -28429.18499698 -28452.17390028 -28440.83388321 -28431.01084879 -28438.42002473 -28458.89258941 -28429.49074392 -28429.99277024 -28436.89786015 -28430.6087469 -28431.45273855 -28450.55000513 -28443.95650271 -28429.9184041 -28429.63979161 -28430.86543105 -28429.91466816 -28439.9677645 -28430.03032124 -28442.35576905 -28433.39026385 -28444.16114552 -28427.19396047 -28442.77858111 -28468.45478649 -28433.45590672 -28434.31789084 -28431.4742151 -28430.83283793 -28436.66717699 -28429.87224236 -28453.15183903 -28437.1987252 -28443.97601507 -28431.26140243 -28454.0372311 -28430.11847695 -28429.47646532 -28429.48503593 -28454.20842219 -28430.32701328 -28430.62353239 -28437.00783513 -28466.71933315 -28433.20040302 -28430.07840633 -28446.57375846 -28443.99251146 -28442.94963947 -28430.95368695 -28452.4901741 -28448.65518532 -28429.00687225] manylnprob(): p[0] = [ 1.33911549e+00 2.22743813e+00 9.50502099e-01 -8.63008497e-03 7.36828586e-03 -4.11745326e-05 9.24980119e-01 8.46474788e-01] main(): current acceptance fraction: 39.9530013193 MCMC took 86.231827 sec Running MCMC mcmc-default-064-015-379.pickle manylnprob(): lnp = [-28433.30753093 -28430.81204912 -28431.48967864 -28438.48989319 -28433.02115484 -28441.70829711 -28447.27110294 -28429.92146858 -28428.89629543 -28429.66525732 -28467.08493806 -28429.14621663 -28454.52960908 -28440.82495571 -28429.12065129 -28447.88443461 -28455.17754862 -28429.56872455 -28430.25719593 -28441.9310107 -28430.56386952 -28431.94094814 -28452.53503876 -28442.01060735 -28430.08517699 -28429.54178298 -28434.34840829 -28431.40021386 -28432.10104201 -28431.39230695 -28433.32306453 -28441.10681568 -28451.24780476 -28427.17795734 -28444.56412736 -28431.23726153 -28434.17767435 -28433.32986514 -28431.18970305 -28432.71658999 -28438.68239629 -28430.07026049 -28473.04317419 -28438.45287121 -28434.3432836 -28444.19178119 -28439.48133245 -28439.55838547 -28430.50278213 -28430.89346043 -28429.87417873 -28432.76719078 -28432.75944513 -28432.37173697 -28450.90406727 -28431.78723813 -28429.99552461 -28464.71037938 -28442.63326383 -28429.89814305 -28442.97223116 -28449.69874118 -28449.5802878 -28429.15961659] manylnprob(): p[0] = [ 1.33728762e+00 2.22411431e+00 9.48202747e-01 -8.64581486e-03 7.35590507e-03 -4.42211451e-05 9.22887594e-01 8.49068653e-01] main(): current acceptance fraction: 39.9753289474 MCMC took 85.168444 sec Plotting trajectory traj-default-064-015-380.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-380.png Running MCMC mcmc-default-064-015-380.pickle manylnprob(): lnp = [-28429.46339163 -28429.64795859 -28430.71314268 -28432.4263166 -28445.60847857 -28444.75885097 -28441.135411 -28430.11703152 -28430.51321918 -28429.11074271 -28446.58005089 -28430.78687282 -28448.48433427 -28461.16686951 -28428.99424862 -28459.88573289 -28442.31190586 -28428.2704058 -28441.73332992 -28436.69691242 -28429.58797057 -28473.07863772 -28448.77316564 -28431.58875262 -28429.4412476 -28431.83372026 -28433.90489944 -28444.21331877 -28434.72360392 -28436.43163652 -28445.48014897 -28432.22206374 -28442.35728434 -28428.42387151 -28443.99359729 -28431.50044105 -28442.68367767 -28432.98208752 -28431.96563052 -28430.80070283 -28432.74356898 -28428.54599033 -28447.3053688 -28433.1605859 -28431.2342202 -28431.127152 -28440.2884788 -28435.04197703 -28429.22578485 -28431.3225538 -28452.42897151 -28431.53241032 -28432.18634504 -28433.79295358 -28443.87487525 -28449.83509177 -28433.57818631 -28479.3185591 -28443.1107176 -28430.78278748 -28435.40985854 -28456.71106563 -28442.97808965 -28439.59120587] manylnprob(): p[0] = [ 1.33475985e+00 2.21868890e+00 9.45131620e-01 -8.64022616e-03 7.44204598e-03 8.58737504e-06 9.22037920e-01 8.49374639e-01] main(): current acceptance fraction: 39.9811351706 MCMC took 85.675464 sec Running MCMC mcmc-default-064-015-381.pickle manylnprob(): lnp = [-28451.1922831 -28431.18840588 -28430.50066849 -28434.18762055 -28440.46125283 -28441.09033637 -28429.64995823 -28429.28951115 -28428.83248323 -28444.75918198 -28442.4815569 -28429.53476555 -28443.30129756 -28438.90908576 -28437.55869862 -28434.81406085 -28441.56475257 -28428.09437577 -28440.46508046 -28436.45837869 -28428.61481389 -28448.56713727 -28443.079183 -28430.21890893 -28430.62018281 -28450.68131266 -28434.21345903 -28428.69971171 -28456.25601126 -28429.17007615 -28448.73118159 -28430.50916637 -28451.53028901 -28427.92450014 -28442.20718644 -28430.35622519 -28431.44723101 -28430.50586395 -28443.23382601 -28445.66026035 -28436.14827007 -28429.1435134 -28464.37160721 -28440.57670837 -28438.67144413 -28431.38366158 -28444.00044783 -28430.99432201 -28437.58661603 -28431.10790035 -28437.5393674 -28445.34228618 -28430.67210019 -28431.39176763 -28445.03646329 -28429.93614426 -28430.28736581 -28450.90641546 -28443.54742979 -28444.43534845 -28432.11139086 -28442.2366574 -28450.4901936 -28429.07421973] manylnprob(): p[0] = [ 1.33727937e+00 2.22420343e+00 9.47858235e-01 -8.66509372e-03 7.28639676e-03 -1.01071297e-04 9.30556107e-01 8.34509514e-01] main(): current acceptance fraction: 39.9787303665 MCMC took 85.931656 sec Running MCMC mcmc-default-064-015-382.pickle manylnprob(): lnp = [-28429.66797005 -28430.76831257 -28448.2646946 -28429.64626993 -28440.77582373 -28445.31361743 -28434.16561122 -28430.54531914 -28430.05061532 -28429.86634761 -28442.17467227 -28429.33450183 -28449.64539207 -28445.0537749 -28428.90658036 -28431.1756409 -28450.9438639 -28431.83130165 -28430.2692053 -28440.12046945 -28430.22846416 -28440.12019688 -28443.69638144 -28430.74983529 -28428.75904944 -28430.37351684 -28432.97459593 -28428.13599476 -28434.26665613 -28437.45977797 -28429.66455855 -28431.78245042 -28449.06858607 -28428.99637464 -28452.44498867 -28430.68931453 -28434.91826327 -28430.55376795 -28463.28046646 -28432.27550072 -28437.4044067 -28429.04927118 -28462.11751379 -28468.41426486 -28428.67522735 -28428.16397284 -28456.11931361 -28430.32944074 -28428.27921767 -28460.74435376 -28464.46429742 -28429.54535118 -28445.96953106 -28431.53598432 -28449.53907897 -28431.21460411 -28429.2643613 -28446.38479657 -28456.29829218 -28429.63660731 -28430.76985634 -28441.93335001 -28430.01366133 -28428.53315682] manylnprob(): p[0] = [ 1.33359261e+00 2.21643797e+00 9.43587577e-01 -8.66314504e-03 7.41426033e-03 -8.03065050e-06 9.20618549e-01 8.56747413e-01] main(): current acceptance fraction: 39.9722584856 MCMC took 85.438291 sec Running MCMC mcmc-default-064-015-383.pickle manylnprob(): lnp = [-28429.41576071 -28430.38753593 -28431.06483631 -28429.18988647 -28441.49463412 -28440.68671506 -28433.84865522 -28429.83331553 -28429.90784463 -28432.33773591 -28451.26481943 -28429.19144055 -28443.07565867 -28438.92353171 -28429.52748636 -28434.04856483 -28440.31205465 -28432.68080882 -28428.77304191 -28446.60066294 -28448.25555778 -28436.75108665 -28441.91726067 -28444.59519833 -28436.1286716 -28429.55650176 -28436.62322654 -28436.84072002 -28441.24043322 -28431.70943247 -28442.55991156 -28455.75137362 -28441.04546176 -28440.057524 -28445.15453622 -28449.2192383 -28430.60290464 -28430.36265715 -28453.13988347 -28437.41582704 -28432.35760255 -28430.14166184 -28435.43519683 -28434.65689513 -28431.16029786 -28448.68133696 -28440.51908152 -28428.39862845 -28429.00703185 -28449.58241116 -28429.04125231 -28444.32803739 -28474.35623086 -28431.56153326 -28463.82966698 -28431.43021106 -28428.80962263 -28468.3915407 -28457.41032655 -28432.89422532 -28430.36999125 -28448.46326135 -28429.05409532 -28436.44664507] manylnprob(): p[0] = [ 1.33631906e+00 2.22199748e+00 9.47344795e-01 -8.65125705e-03 7.39630912e-03 -1.31741180e-05 9.19508404e-01 8.50268305e-01] main(): current acceptance fraction: 39.9658203125 MCMC took 85.361267 sec Running MCMC mcmc-default-064-015-384.pickle manylnprob(): lnp = [-28449.77153691 -28432.70743682 -28431.39116998 -28428.27288325 -28431.05513667 -28441.6982173 -28441.19860451 -28430.98466558 -28439.45285257 -28429.38106759 -28429.88048336 -28441.41485576 -28446.09629774 -28434.3003975 -28430.43971277 -28429.32165034 -28448.30785601 -28449.15148005 -28454.25118994 -28448.89003309 -28439.17898801 -28428.20279142 -28429.53109924 -28431.14424865 -28446.29392764 -28429.68998813 -28444.22917758 -28428.64631593 -28438.61688075 -28428.33747889 -28430.33845567 -28439.1362806 -28442.76365006 -28429.03492402 -28442.88243215 -28428.47555263 -28443.29126131 -28437.98719635 -28431.96519243 -28431.84602072 -28430.77379018 -28442.39269696 -28459.93186514 -28457.86331731 -28443.28591526 -28429.40310052 -28456.79544646 -28430.01305607 -28429.51664877 -28429.56400833 -28428.68904968 -28428.8810278 -28431.32313027 -28432.23131985 -28448.2125828 -28441.78567541 -28428.25505094 -28463.92054275 -28448.84370816 -28447.00115208 -28430.06784341 -28443.05294048 -28435.90771179 -28428.61385361] manylnprob(): p[0] = [ 1.33604203e+00 2.22133432e+00 9.46474297e-01 -8.64205431e-03 7.36726616e-03 -5.90216014e-05 9.32339120e-01 8.46064063e-01] main(): current acceptance fraction: 39.9594155844 MCMC took 85.1097 sec Running MCMC mcmc-default-064-015-385.pickle manylnprob(): lnp = [-28429.05929847 -28469.67338069 -28431.04153138 -28429.80002756 -28449.00093692 -28440.35370251 -28430.3643583 -28431.04045206 -28430.56161861 -28431.79726858 -28433.16610994 -28433.93751432 -28432.96985531 -28429.67798734 -28449.91037016 -28432.69619051 -28441.90230586 -28441.35913096 -28430.45716523 -28443.38471672 -28442.79422402 -28428.98159475 -28446.17661141 -28431.63855323 -28437.92359125 -28436.46347765 -28433.31503878 -28430.38479059 -28433.38282263 -28430.79744121 -28432.46413715 -28431.86778491 -28442.66710064 -28428.57057516 -28443.59936456 -28427.89459401 -28444.23960263 -28465.90183625 -28457.71145257 -28433.68955826 -28440.66221537 -28430.0960896 -28460.76171212 -28443.57207564 -28434.17144506 -28435.24114156 -28431.09691927 -28430.4115149 -28429.29286519 -28429.79223579 -28435.0074335 -28448.90525291 -28453.16627345 -28433.42608045 -28447.08212449 -28435.81409397 -28430.20630661 -28475.04966672 -28452.55291477 -28449.04565515 -28443.56849589 -28445.52931546 -28428.3060323 -28429.09152065] manylnprob(): p[0] = [ 1.33382804e+00 2.21666042e+00 9.43735620e-01 -8.64950686e-03 7.43836922e-03 8.37508154e-06 9.20424052e-01 8.50048943e-01] main(): current acceptance fraction: 39.9409002591 MCMC took 86.273016 sec Running MCMC mcmc-default-064-015-386.pickle manylnprob(): lnp = [-28431.27481239 -28429.81113649 -28430.85075865 -28429.49948158 -28441.82734128 -28445.06831072 -28434.40626029 -28436.00335875 -28429.4283153 -28432.15463938 -28430.50346942 -28449.93107586 -28431.8912092 -28431.66527746 -28440.68912089 -28439.49922327 -28430.97498575 -28438.49136461 -28430.2653052 -28460.24534123 -28430.68199517 -28429.72857454 -28431.95536337 -28434.42396929 -28460.55859642 -28433.42745655 -28445.60840002 -28428.7660411 -28432.01667061 -28428.74120493 -28449.40183846 -28429.18865986 -28442.87484235 -28428.88142649 -28444.76621182 -28428.29758625 -28432.92704586 -28452.76787681 -28451.8987422 -28436.66952407 -28431.64758349 -28447.08581132 -28435.63284076 -28443.61887004 -28433.31038349 -28451.58548357 -28451.86968406 -28430.26635612 -28427.85482281 -28441.08569997 -28429.26019565 -28428.59300211 -28451.03892783 -28429.43032359 -28442.78998208 -28453.91886475 -28434.19149472 -28442.9012868 -28445.15309569 -28433.16319734 -28430.46674682 -28445.1765597 -28429.8102908 -28433.97370069] manylnprob(): p[0] = [ 1.33543577e+00 2.22011350e+00 9.45907903e-01 -8.64624908e-03 7.40538805e-03 -1.58070176e-05 9.23355676e-01 8.49220832e-01] main(): current acceptance fraction: 39.9467054264 MCMC took 85.626774 sec Running MCMC mcmc-default-064-015-387.pickle manylnprob(): lnp = [-28441.35109792 -28441.90176042 -28428.60442631 -28438.73369914 -28441.49405167 -28458.74768356 -28430.33120531 -28432.11958746 -28430.13277508 -28431.44616561 -28428.53684039 -28431.24610097 -28466.23596929 -28435.12495389 -28429.6362433 -28430.72500671 -28443.65593154 -28433.94943767 -28448.63076705 -28436.70528118 -28434.29571922 -28429.15699214 -28431.28283902 -28447.98613331 -28433.96425208 -28445.89220082 -28431.57623095 -28431.40552834 -28432.29120872 -28434.67199524 -28429.77179509 -28430.92772565 -28442.04595012 -28442.97026808 -28443.44473641 -28444.50975783 -28438.45004543 -28443.10448514 -28442.33716638 -28444.53233334 -28453.62580128 -28443.88658354 -28430.05031946 -28459.87096454 -28450.92011805 -28428.77786421 -28441.98400927 -28430.99268619 -28429.21824818 -28430.09059601 -28428.27969984 -28451.54102862 -28451.76948385 -28449.15968762 -28443.86357339 -28449.1116542 -28429.3850899 -28445.17537919 -28448.92669402 -28475.5358413 -28441.07483498 -28444.7445271 -28430.18794992 -28430.68535823] manylnprob(): p[0] = [ 1.33604601e+00 2.22185792e+00 9.46621922e-01 -8.63183421e-03 7.38307197e-03 -4.15777921e-05 9.28882835e-01 8.69471236e-01] main(): current acceptance fraction: 39.9363724227 MCMC took 85.083384 sec Running MCMC mcmc-default-064-015-388.pickle manylnprob(): lnp = [-28429.07742523 -28428.96796178 -28439.33715657 -28431.13453448 -28449.81810864 -28445.49979853 -28429.1800659 -28431.82939146 -28441.64010472 -28431.85922583 -28429.75057558 -28440.31631381 -28430.40537379 -28433.00719192 -28434.46515443 -28441.32848172 -28430.39844254 -28430.25889644 -28433.00510604 -28436.88343254 -28455.02261631 -28429.25744992 -28430.30399711 -28430.27582771 -28434.55843682 -28441.57374775 -28440.26358458 -28452.95174197 -28441.16309908 -28428.84728492 -28443.48643384 -28432.2669358 -28441.24036854 -28436.98034239 -28439.6923015 -28444.76142709 -28432.19351625 -28436.43652542 -28444.05055895 -28437.72143598 -28431.8440966 -28431.23134735 -28428.73737448 -28430.90502143 -28433.61272938 -28428.65971593 -28440.47504344 -28447.11285804 -28428.69210557 -28429.54661985 -28438.68208899 -28437.10118919 -28449.12536253 -28464.26836314 -28440.78005389 -28449.07640823 -28435.55749848 -28431.21775106 -28448.77765659 -28441.14094947 -28442.14565005 -28452.33694249 -28429.52901369 -28430.33718272] manylnprob(): p[0] = [ 1.33867660e+00 2.22634161e+00 9.49779842e-01 -8.64039943e-03 7.37546802e-03 -1.85984334e-05 9.18913831e-01 8.51502445e-01] main(): current acceptance fraction: 39.918059126 MCMC took 85.591336 sec Running MCMC mcmc-default-064-015-389.pickle manylnprob(): lnp = [-28433.59687 -28428.46526736 -28429.94663819 -28428.95260212 -28430.83699369 -28483.61217175 -28429.78855427 -28437.49283324 -28429.87404322 -28438.60996077 -28429.80906017 -28465.43570923 -28448.62378878 -28432.10941045 -28446.56303492 -28429.57601542 -28428.6572932 -28430.39273067 -28436.98035744 -28440.08854896 -28439.53365019 -28436.19689077 -28429.86191589 -28444.3441196 -28435.58213221 -28445.70209678 -28430.58683333 -28443.25756063 -28433.43529245 -28435.24351496 -28428.96486318 -28431.36131534 -28445.14307718 -28429.2276913 -28443.1327703 -28435.42528718 -28430.31817518 -28459.34642547 -28450.71608836 -28446.45291186 -28430.29925006 -28446.98314534 -28435.14667882 -28439.90083632 -28445.01475656 -28431.33669282 -28453.53765536 -28463.31721128 -28436.70684755 -28430.87656725 -28429.05719962 -28448.62606865 -28433.55347083 -28429.94484614 -28441.292408 -28430.41586561 -28438.8730522 -28431.02643627 -28444.74770159 -28448.09333687 -28447.53060474 -28443.87301676 -28429.45345007 -28429.14719388] manylnprob(): p[0] = [ 1.33282999e+00 2.21503644e+00 9.42424547e-01 -8.68668214e-03 7.35520720e-03 -5.19493625e-05 9.27169229e-01 8.42855844e-01] main(): current acceptance fraction: 39.9038461538 MCMC took 85.773311 sec Plotting trajectory traj-default-064-015-390.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-390.png Running MCMC mcmc-default-064-015-390.pickle manylnprob(): lnp = [-28448.824271 -28428.55140604 -28428.56259727 -28430.69816861 -28440.74607783 -28434.07800549 -28435.86441978 -28431.56221362 -28438.03981988 -28449.16345972 -28443.52851334 -28429.96746435 -28441.43702186 -28447.36842123 -28430.76630577 -28429.25676642 -28430.4216046 -28428.99125724 -28436.76793092 -28439.78635094 -28430.4460591 -28430.17098986 -28429.46006347 -28430.90821325 -28430.15600479 -28465.28757436 -28454.34350319 -28450.38648051 -28430.98569178 -28434.41182851 -28427.78865804 -28438.1062676 -28449.37073639 -28428.91871903 -28444.61711583 -28428.45912566 -28439.79780109 -28432.79759186 -28429.69295116 -28436.95949105 -28440.75710062 -28429.10040162 -28433.68684176 -28442.56359921 -28443.79445043 -28427.91963798 -28449.95315073 -28468.4504455 -28429.35332057 -28441.55736675 -28429.79273341 -28428.97465182 -28444.96201217 -28430.27847797 -28431.15974957 -28432.31798447 -28428.87800037 -28430.73683608 -28443.31615046 -28446.40033399 -28445.80689615 -28443.40229322 -28429.65897654 -28432.64482738] manylnprob(): p[0] = [ 1.33954250e+00 2.22887571e+00 9.51082855e-01 -8.67527923e-03 7.25782097e-03 -1.19132948e-04 9.30114495e-01 8.50628411e-01] main(): current acceptance fraction: 39.881713555 MCMC took 84.865935 sec Running MCMC mcmc-default-064-015-391.pickle manylnprob(): lnp = [-28432.40163047 -28427.95605287 -28432.59395571 -28428.79435192 -28441.03409806 -28460.09866021 -28436.72885302 -28431.91911091 -28441.79510679 -28432.65440064 -28429.13489356 -28430.27921128 -28441.13772042 -28434.81290044 -28432.65400599 -28429.0037254 -28448.14447405 -28430.3336521 -28431.05867408 -28441.79661508 -28434.04341987 -28428.60501804 -28436.49090056 -28452.93800076 -28458.22239528 -28430.05244187 -28430.4838176 -28431.68641838 -28434.82662561 -28436.3583061 -28429.16295682 -28430.89046903 -28456.556264 -28431.08851458 -28449.18244561 -28445.41309894 -28429.75544324 -28432.52041926 -28430.0192048 -28435.75156565 -28431.42139736 -28430.40537493 -28428.9748465 -28433.05421641 -28433.96874363 -28428.40683761 -28428.98676704 -28444.29090858 -28438.95809959 -28431.8588596 -28433.90054767 -28435.39281842 -28450.64908578 -28434.89518227 -28441.26195698 -28453.06346301 -28428.58738672 -28431.28887789 -28451.29475661 -28438.00943139 -28429.53325341 -28443.75410567 -28428.82797975 -28431.1655956 ] manylnprob(): p[0] = [ 1.33227532e+00 2.21399867e+00 9.41806329e-01 -8.68793525e-03 7.37155469e-03 -4.28140915e-05 9.26901436e-01 8.44481921e-01] main(): current acceptance fraction: 39.8756377551 MCMC took 85.630127 sec Running MCMC mcmc-default-064-015-392.pickle manylnprob(): lnp = [-28430.67450624 -28428.6261044 -28449.34235453 -28429.31211375 -28437.3993623 -28460.57573941 -28435.19487128 -28429.84496466 -28443.15713995 -28457.97087464 -28429.95000832 -28428.65282173 -28440.89394174 -28433.46045024 -28445.46671565 -28428.60070635 -28430.5102926 -28429.98228941 -28451.79024887 -28436.03587492 -28450.37130478 -28428.61118649 -28429.22379705 -28429.43799758 -28430.1613931 -28445.1057912 -28438.6992039 -28433.18703454 -28451.64386679 -28429.17169969 -28440.32964419 -28430.46821948 -28447.08007253 -28430.95242119 -28443.39075488 -28430.21045715 -28428.8921605 -28435.16964186 -28430.43195708 -28450.483281 -28432.78135872 -28432.84507482 -28430.01650073 -28429.47805906 -28437.25950228 -28431.78130233 -28429.6472859 -28437.61789545 -28441.61209382 -28428.72169355 -28428.77446721 -28428.52352181 -28468.82196749 -28430.83871736 -28429.85099421 -28432.53296835 -28430.18745008 -28431.31616603 -28451.17491581 -28429.58249705 -28431.78724034 -28442.53942718 -28428.88632005 -28430.47320931] manylnprob(): p[0] = [ 1.33268337e+00 2.21484659e+00 9.42517016e-01 -8.66269142e-03 7.43941880e-03 8.24472797e-08 9.20909575e-01 8.51025099e-01] main(): current acceptance fraction: 39.8854961832 MCMC took 85.775 sec Running MCMC mcmc-default-064-015-393.pickle manylnprob(): lnp = [-28430.59928318 -28430.04842151 -28431.64035404 -28428.22491356 -28440.93645484 -28429.6575449 -28430.40852641 -28431.99261248 -28431.81123252 -28428.84642298 -28429.2132941 -28435.85738545 -28442.57998039 -28435.52637378 -28434.99289236 -28431.7369738 -28446.13212336 -28430.8180148 -28430.48958849 -28436.445589 -28450.69324063 -28428.27179884 -28429.07322841 -28433.89616779 -28436.00775899 -28433.01524733 -28440.30368571 -28430.19831797 -28437.50749591 -28428.08180087 -28429.79017649 -28445.2145299 -28445.1688493 -28428.35102389 -28432.27771331 -28428.88338627 -28428.44653798 -28461.46556241 -28435.56952937 -28434.86542141 -28435.07151693 -28430.31900609 -28434.15781084 -28432.02280818 -28429.68181452 -28431.21844668 -28428.11553237 -28429.31228981 -28441.33212991 -28428.93828859 -28433.73418781 -28448.90158264 -28433.91767385 -28432.46554131 -28430.54647489 -28439.98139734 -28429.95706243 -28429.88664002 -28434.22721427 -28429.63729879 -28433.32292489 -28442.52576039 -28429.09728482 -28442.54789743] manylnprob(): p[0] = [ 1.33229868e+00 2.21397426e+00 9.41993775e-01 -8.68953429e-03 7.38061143e-03 -3.20682685e-05 9.22968902e-01 8.51782655e-01] main(): current acceptance fraction: 39.9072017766 MCMC took 85.577961 sec Running MCMC mcmc-default-064-015-394.pickle manylnprob(): lnp = [-28429.44135871 -28428.34643865 -28454.97077098 -28428.28786386 -28441.58132416 -28429.68088106 -28433.92610138 -28431.12472156 -28429.89557678 -28429.91728322 -28429.78755473 -28449.99712395 -28429.21909022 -28432.53840713 -28442.72358432 -28435.23692801 -28431.08994036 -28434.42485034 -28432.0423362 -28429.54235942 -28432.36611705 -28429.88240562 -28431.27644591 -28434.36361105 -28431.30210643 -28445.6878971 -28440.34615004 -28445.23573612 -28431.03138671 -28427.85674853 -28432.21831911 -28431.66649431 -28431.4580362 -28451.98594794 -28449.74737771 -28428.81628168 -28428.07163725 -28435.45605186 -28449.29141966 -28430.8578828 -28432.58334015 -28430.31084375 -28460.74748129 -28430.3316079 -28429.03129502 -28431.87620073 -28428.57751612 -28429.54072477 -28427.65194886 -28428.0392941 -28433.56972072 -28452.07455591 -28432.70956833 -28434.71701599 -28430.60790258 -28463.32967665 -28427.97988956 -28436.27635628 -28446.19014704 -28430.08680512 -28428.55849273 -28447.61765179 -28440.76056372 -28430.44242105] manylnprob(): p[0] = [ 1.33272653e+00 2.21482053e+00 9.42588166e-01 -8.68809486e-03 7.38837632e-03 -2.40653307e-05 9.22238895e-01 8.44028908e-01] main(): current acceptance fraction: 39.9129746835 MCMC took 85.62609 sec Running MCMC mcmc-default-064-015-395.pickle manylnprob(): lnp = [-28430.63636169 -28428.4831752 -28430.46042919 -28433.80436638 -28433.20710754 -28428.39225493 -28427.84696742 -28431.14327091 -28431.92002675 -28429.17538164 -28429.09738199 -28431.3800186 -28433.54916282 -28431.10175294 -28428.92819701 -28456.41367794 -28431.80637442 -28438.39725793 -28440.88550511 -28428.62955549 -28432.8900173 -28440.08398105 -28445.31705794 -28433.06857567 -28434.03460816 -28434.90353336 -28430.23511844 -28429.52305679 -28430.12391062 -28439.31581208 -28437.97394562 -28432.12932525 -28431.02322793 -28428.46364281 -28431.32609097 -28429.42439589 -28432.06095795 -28433.05965091 -28445.52897984 -28430.8294852 -28430.37800905 -28429.493261 -28448.3218746 -28446.05724957 -28428.99456893 -28431.97725299 -28428.58861667 -28429.52316789 -28439.41489005 -28429.17732645 -28433.7556532 -28434.26044 -28466.4604863 -28436.20935208 -28448.86950829 -28431.68672747 -28430.25031772 -28429.96184334 -28432.18187388 -28434.77070074 -28430.04563347 -28444.76115259 -28429.26797421 -28454.51703451] manylnprob(): p[0] = [ 1.33465366e+00 2.21875277e+00 9.45041992e-01 -8.66679838e-03 7.39072018e-03 -2.64512907e-05 9.23510409e-01 8.42987121e-01] main(): current acceptance fraction: 39.9345012626 MCMC took 85.50604 sec Running MCMC mcmc-default-064-015-396.pickle manylnprob(): lnp = [-28430.88738814 -28435.02096197 -28437.99258394 -28430.07347104 -28436.59222951 -28429.41059249 -28428.24317802 -28430.92148884 -28429.17773492 -28436.55192821 -28428.77682852 -28430.68614446 -28442.16462848 -28431.17430995 -28430.88467899 -28430.22338429 -28430.82597072 -28427.71336229 -28441.42414871 -28429.48567377 -28430.71305153 -28429.54287486 -28444.60605432 -28430.461761 -28445.75198862 -28455.58860326 -28443.97555157 -28430.79592881 -28429.99432501 -28436.19135534 -28429.6279473 -28458.25632714 -28441.8542016 -28430.98479585 -28444.78296604 -28429.52283291 -28430.70594952 -28435.71324668 -28441.94337435 -28431.77920921 -28440.75299601 -28428.45891358 -28431.22958907 -28429.87110012 -28433.03905764 -28432.03549838 -28433.23944712 -28434.97330715 -28439.17648611 -28444.08085923 -28452.50395549 -28445.45377811 -28457.14380869 -28430.49781137 -28445.91107465 -28448.51581613 -28429.17347343 -28451.19153685 -28447.02842132 -28442.38543928 -28429.58363566 -28442.32110067 -28428.21973437 -28429.5937827 ] manylnprob(): p[0] = [ 1.33539669e+00 2.22017503e+00 9.45927643e-01 -8.65987886e-03 7.38853608e-03 -2.71701731e-05 9.24767696e-01 8.40370072e-01] main(): current acceptance fraction: 39.9283690176 MCMC took 85.471848 sec Running MCMC mcmc-default-064-015-397.pickle manylnprob(): lnp = [-28440.73443638 -28440.25789155 -28429.38674815 -28433.86255039 -28443.37984279 -28427.86990143 -28427.87937269 -28430.87356294 -28429.98506777 -28428.59931325 -28429.15989122 -28428.96548188 -28430.071855 -28434.24242955 -28428.99069965 -28441.94252767 -28440.02701047 -28428.39448911 -28442.86188658 -28431.05937857 -28429.92161332 -28428.01061106 -28432.39442907 -28430.56469171 -28450.33333723 -28462.6619566 -28429.40852097 -28429.94504235 -28431.29466278 -28433.51760582 -28428.91071256 -28428.7365749 -28431.48891287 -28429.32277663 -28452.45638969 -28428.2844347 -28441.90559821 -28458.09199456 -28433.56539007 -28437.41133194 -28437.72199643 -28429.12873914 -28430.85282915 -28431.65723177 -28430.86090826 -28447.2538865 -28428.42933648 -28430.15390304 -28437.8393638 -28430.53258448 -28436.20950477 -28428.82402021 -28441.33219216 -28429.68645842 -28430.60596078 -28449.54127134 -28428.48279165 -28440.3900189 -28450.56874771 -28428.54852636 -28429.71154507 -28454.58238689 -28433.35907007 -28439.04071872] manylnprob(): p[0] = [ 1.33563265e+00 2.22061987e+00 9.46039622e-01 -8.64695505e-03 7.34502572e-03 -6.29754145e-05 9.29164791e-01 8.53340173e-01] main(): current acceptance fraction: 39.9144158291 MCMC took 85.415736 sec Running MCMC mcmc-default-064-015-398.pickle manylnprob(): lnp = [-28436.30640293 -28432.75868321 -28468.61123833 -28431.28496311 -28457.41439469 -28429.5395267 -28427.91533383 -28430.10222301 -28453.24459658 -28430.09141518 -28429.5773801 -28431.25230806 -28432.65369854 -28431.8439422 -28448.63200314 -28430.32025301 -28431.95914535 -28429.79375757 -28441.64544694 -28429.96465422 -28430.17033384 -28428.55545464 -28430.43540899 -28431.24399479 -28450.12644567 -28433.81751258 -28432.79534373 -28431.72215171 -28429.86848084 -28427.43513958 -28440.65545274 -28428.71098004 -28440.72122852 -28464.29093812 -28430.02559957 -28428.48975647 -28428.50226426 -28456.32469253 -28432.02934945 -28430.90818462 -28443.04845278 -28428.00490899 -28430.11951649 -28430.4569279 -28438.73152447 -28445.27582594 -28430.32650882 -28429.4305783 -28429.16718373 -28443.8395918 -28429.48338013 -28434.88550403 -28479.56908393 -28429.92993824 -28431.07258044 -28430.36342791 -28437.81004708 -28429.32042194 -28431.49502965 -28432.48567103 -28447.28932646 -28441.02532824 -28428.75901447 -28432.19741588] manylnprob(): p[0] = [ 1.33531348e+00 2.22024536e+00 9.45632872e-01 -8.61795978e-03 7.46329686e-03 1.17783133e-05 9.30721363e-01 8.20752012e-01] main(): current acceptance fraction: 39.9279448622 MCMC took 85.876475 sec Running MCMC mcmc-default-064-015-399.pickle manylnprob(): lnp = [-28432.32221796 -28449.85370267 -28430.15357224 -28439.21894246 -28444.9141279 -28430.88306115 -28429.60011559 -28432.56139475 -28444.88995843 -28427.64221717 -28440.14926837 -28446.92008852 -28431.28352138 -28437.42508068 -28427.95701304 -28429.76017326 -28432.20215802 -28449.03512046 -28435.48207237 -28430.20588787 -28430.29949783 -28437.69902857 -28433.41177909 -28430.171987 -28433.89619926 -28442.87565873 -28429.55975775 -28444.37240972 -28434.00216276 -28429.23606358 -28429.24988964 -28435.16411863 -28430.00779338 -28441.12412389 -28447.05115944 -28428.21971337 -28447.35788658 -28439.08328139 -28431.64730261 -28428.7207978 -28431.18990664 -28434.27253196 -28436.23894501 -28436.12911422 -28459.74275625 -28448.34482438 -28428.01624067 -28453.4279481 -28439.18540105 -28445.1580821 -28439.44091415 -28454.36806894 -28429.82187273 -28431.6584795 -28448.63701593 -28429.64960344 -28429.67712813 -28429.99813534 -28454.15886417 -28450.21611987 -28430.12953719 -28458.53977509 -28442.22663486 -28430.5723064 ] manylnprob(): p[0] = [ 1.33471471e+00 2.21868339e+00 9.44849744e-01 -8.65589027e-03 7.40458403e-03 -2.15460420e-05 9.26762253e-01 8.35649780e-01] main(): current acceptance fraction: 39.8984375 MCMC took 86.154913 sec Plotting trajectory traj-default-064-015-400.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-400.png Running MCMC mcmc-default-064-015-400.pickle manylnprob(): lnp = [-28432.31603829 -28430.45533427 -28430.02168953 -28431.61966727 -28429.78527142 -28437.02473105 -28429.07719346 -28432.03248355 -28428.52120917 -28429.23657983 -28430.80880414 -28439.80255497 -28451.61455281 -28444.2173035 -28430.39137354 -28433.24322223 -28429.73281346 -28428.53374211 -28432.37758974 -28428.83473911 -28430.27366551 -28428.33335583 -28430.88103347 -28439.72630745 -28433.1367884 -28435.11800433 -28433.24610926 -28446.76653107 -28431.58869077 -28428.48419568 -28436.75041347 -28429.05630657 -28429.6687623 -28428.81135918 -28430.29022285 -28428.85515237 -28433.36396058 -28457.93278745 -28440.79595486 -28430.35980046 -28443.04258574 -28436.88821911 -28428.13897926 -28433.55722168 -28433.56225582 -28453.47840602 -28431.14360268 -28429.71890147 -28430.36561485 -28446.60297911 -28428.30981025 -28427.87947238 -28429.83895888 -28428.85119865 -28427.8818001 -28438.35095932 -28437.02882513 -28431.33848619 -28431.43294254 -28429.57273986 -28430.15340024 -28452.78340121 -28429.22752393 -28428.9932709 ] manylnprob(): p[0] = [ 1.33464075e+00 2.21852624e+00 9.44750978e-01 -8.65551996e-03 7.40692032e-03 -2.08790219e-05 9.26823085e-01 8.35559134e-01] main(): current acceptance fraction: 39.9158354115 MCMC took 85.829432 sec Running MCMC mcmc-default-064-015-401.pickle manylnprob(): lnp = [-28435.38555812 -28429.71575928 -28429.63106179 -28429.69722847 -28445.73981713 -28430.88437849 -28432.77972092 -28429.68223021 -28430.44867238 -28429.62069744 -28430.20375036 -28437.8910426 -28430.71632855 -28449.68191333 -28433.470416 -28430.3566796 -28428.90654014 -28428.50891542 -28449.36592107 -28429.05388738 -28429.90237595 -28428.10138976 -28431.59161523 -28443.05859814 -28444.45584443 -28436.25910468 -28436.35052843 -28432.80226889 -28430.03513666 -28429.2227869 -28430.13638415 -28441.92640718 -28429.3852184 -28438.6820384 -28429.8466107 -28428.66744857 -28429.13264889 -28444.11600826 -28428.28772476 -28452.36794937 -28432.16904484 -28445.35666138 -28437.69818063 -28434.12186784 -28430.35824525 -28439.5874688 -28441.95265565 -28432.69340982 -28452.75085634 -28429.06365296 -28433.09313734 -28428.47619991 -28430.46869311 -28437.30578531 -28427.8352097 -28441.01832187 -28430.2012351 -28428.67601084 -28430.73198733 -28443.73600124 -28441.31683826 -28443.92740386 -28429.30094093 -28428.46328726] manylnprob(): p[0] = [ 1.33627699e+00 2.22182034e+00 9.46760770e-01 -8.63354424e-03 7.41406474e-03 -2.30167782e-05 9.28920796e-01 8.32579786e-01] main(): current acceptance fraction: 39.8981654229 MCMC took 85.526854 sec Running MCMC mcmc-default-064-015-402.pickle manylnprob(): lnp = [-28433.95521344 -28433.73422542 -28429.45143817 -28441.46157639 -28440.97601864 -28434.26204689 -28434.81120339 -28429.66451895 -28429.07712156 -28428.92329918 -28438.75800955 -28443.33517627 -28432.19903641 -28429.49214245 -28435.37423421 -28432.86996853 -28442.45537271 -28427.41776287 -28438.62752456 -28428.32027813 -28437.05126374 -28438.57764373 -28430.1441813 -28428.99077735 -28429.45906514 -28465.06565227 -28447.86766529 -28448.24000987 -28430.63569074 -28439.40063147 -28438.90928038 -28433.98999832 -28432.62354145 -28428.0139969 -28430.9304454 -28428.48098841 -28448.68600378 -28443.79135967 -28435.81067344 -28438.84104926 -28446.66494349 -28437.78433533 -28428.01360805 -28443.7392805 -28429.64218781 -28436.59360638 -28430.45723181 -28440.09198127 -28439.31255954 -28445.51759104 -28444.03749324 -28435.8395168 -28429.74496443 -28429.94027824 -28428.23977734 -28429.91450589 -28443.29374005 -28428.35322251 -28429.20094594 -28429.70688092 -28429.49239351 -28445.37192385 -28428.08112665 -28448.68525 ] manylnprob(): p[0] = [ 1.33385833e+00 2.21700966e+00 9.43734371e-01 -8.66427542e-03 7.39057275e-03 -3.30594377e-05 9.28309800e-01 8.40932978e-01] main(): current acceptance fraction: 39.8767059553 MCMC took 85.451548 sec Running MCMC mcmc-default-064-015-403.pickle manylnprob(): lnp = [-28431.98614289 -28429.75411751 -28429.28936316 -28435.35215357 -28428.02294515 -28442.91351703 -28433.94668835 -28433.00927907 -28432.55840263 -28430.57554085 -28430.75075878 -28452.54550722 -28433.50175464 -28430.20373399 -28432.10870441 -28432.50585413 -28429.46540164 -28428.67696512 -28448.94848872 -28428.87536148 -28430.32149393 -28427.87186588 -28429.49887928 -28430.78153864 -28428.04943146 -28432.26177063 -28430.99403446 -28433.80568792 -28430.09657709 -28433.09549753 -28445.05477302 -28435.17896621 -28444.37395242 -28428.16520774 -28432.43922348 -28428.7375493 -28429.90554182 -28435.66121023 -28432.36449513 -28432.1651964 -28432.08015874 -28454.74696599 -28431.00288542 -28440.28673065 -28430.34202389 -28428.23651918 -28429.61279065 -28429.21946719 -28447.06641213 -28454.20177541 -28427.96933803 -28434.89012152 -28434.2551665 -28432.16989855 -28428.15455781 -28463.02453766 -28434.55236955 -28429.20429849 -28442.40777576 -28428.97672856 -28430.57562398 -28443.76983686 -28428.14903964 -28462.16142576] manylnprob(): p[0] = [ 1.33568646e+00 2.22041667e+00 9.46120230e-01 -8.66247471e-03 7.37776735e-03 -3.33358991e-05 9.24565318e-01 8.23688085e-01] main(): current acceptance fraction: 39.8978960396 MCMC took 84.728017 sec Running MCMC mcmc-default-064-015-404.pickle manylnprob(): lnp = [-28428.50769807 -28429.02353567 -28431.38231091 -28437.23413468 -28438.28317904 -28447.24773181 -28436.83060211 -28432.18823514 -28433.54393766 -28435.14041616 -28433.35897687 -28449.78983693 -28445.78629781 -28436.19168814 -28444.99910496 -28430.58367171 -28429.469716 -28438.14702459 -28431.3430672 -28430.66760468 -28428.18908934 -28432.04835931 -28429.62849123 -28430.62144097 -28428.2752979 -28431.0321191 -28429.81872863 -28447.00634706 -28432.45074273 -28435.87211651 -28429.09795492 -28432.76983199 -28431.22018378 -28428.78573585 -28431.5383739 -28427.32550115 -28430.49446769 -28431.74441207 -28433.03891887 -28458.47594095 -28432.83266843 -28429.87480007 -28429.41380096 -28437.48522371 -28430.09021205 -28436.52717449 -28428.12118265 -28437.32896223 -28438.50145649 -28428.9930017 -28428.35463659 -28429.66855756 -28453.44296617 -28429.62754255 -28428.9508356 -28429.42237858 -28433.26737094 -28436.30153524 -28430.06009709 -28429.53992082 -28438.88539602 -28446.76049324 -28428.20073495 -28430.49109353] manylnprob(): p[0] = [ 1.33340166e+00 2.21603412e+00 9.43412809e-01 -8.72103007e-03 7.33594472e-03 -4.99893853e-05 9.18937938e-01 8.45333044e-01] main(): current acceptance fraction: 39.8958333333 MCMC took 84.960834 sec Running MCMC mcmc-default-064-015-405.pickle manylnprob(): lnp = [-28427.88045688 -28442.39135746 -28430.13611363 -28432.3870609 -28428.84664252 -28432.25042079 -28429.49622474 -28441.37679041 -28429.13331696 -28429.79260054 -28430.05439139 -28448.45677309 -28431.27461022 -28463.53763838 -28429.13069958 -28430.79819646 -28429.17817311 -28431.63466784 -28428.70600678 -28451.21456805 -28436.25463628 -28441.79408665 -28428.92388004 -28435.47000645 -28428.75439748 -28431.73131972 -28428.89894016 -28444.1921769 -28433.59858483 -28428.18860238 -28445.77425903 -28428.51181624 -28432.67918835 -28430.42572298 -28432.64234618 -28433.70562723 -28427.77928134 -28431.84394118 -28429.50000241 -28456.18453354 -28432.28710491 -28431.48984208 -28428.63072792 -28436.47537851 -28429.66981404 -28431.09203169 -28428.76268538 -28433.33005516 -28440.94475179 -28432.79725579 -28429.26764134 -28433.10650006 -28433.30985142 -28429.70219495 -28430.34964753 -28429.90969526 -28428.98041673 -28456.33801268 -28443.30852997 -28441.66035269 -28429.25592236 -28447.63778136 -28427.88429892 -28428.34033279] manylnprob(): p[0] = [ 1.33471472e+00 2.21866576e+00 9.44911111e-01 -8.70684373e-03 7.34021229e-03 -3.44175567e-05 9.17749483e-01 8.43105469e-01] main(): current acceptance fraction: 39.9014778325 MCMC took 85.55881 sec Running MCMC mcmc-default-064-015-406.pickle manylnprob(): lnp = [-28428.74463631 -28432.4926636 -28430.81715373 -28446.70419008 -28430.23003908 -28430.60344047 -28429.42064708 -28430.73568327 -28427.85595605 -28429.39180878 -28433.92672513 -28429.76501483 -28429.01946896 -28437.16597776 -28431.9579246 -28432.30481698 -28430.63527243 -28450.5218363 -28428.16876566 -28441.98423472 -28431.41123366 -28432.47121838 -28428.91436641 -28434.20976184 -28434.35422497 -28429.99003641 -28435.68073148 -28451.89792466 -28432.27191792 -28428.05342246 -28428.41448218 -28429.738076 -28447.04235109 -28430.38831426 -28443.48896725 -28429.76698671 -28431.7167048 -28442.16836031 -28432.78488596 -28431.86861511 -28432.37573998 -28429.49187142 -28431.10922626 -28435.47039929 -28430.58533173 -28441.19223236 -28428.56984374 -28429.15589178 -28429.84110894 -28431.42257852 -28429.2779147 -28428.82972478 -28491.08707537 -28442.5652119 -28431.6249986 -28429.20776208 -28431.97588981 -28431.58262631 -28430.21589662 -28429.31274834 -28431.19566302 -28441.39789873 -28429.91771961 -28439.89469143] manylnprob(): p[0] = [ 1.33866185e+00 2.22640187e+00 9.49805153e-01 -8.67966080e-03 7.32153259e-03 -4.22682721e-05 9.12116515e-01 8.55796366e-01] main(): current acceptance fraction: 39.9262899263 MCMC took 85.241055 sec Running MCMC mcmc-default-064-015-407.pickle manylnprob(): lnp = [-28428.51925893 -28429.75683364 -28430.19346517 -28430.88333581 -28427.38404142 -28435.7560183 -28428.0091764 -28434.60031017 -28431.32728746 -28429.39917641 -28451.5316043 -28428.17093364 -28429.11611622 -28461.00487866 -28432.15804311 -28429.29453491 -28449.57941882 -28440.13012381 -28428.26148529 -28429.68769539 -28442.97105966 -28482.44551459 -28429.38449676 -28431.59655186 -28430.25315741 -28429.37521015 -28428.68560703 -28429.2413287 -28474.26233712 -28436.41675097 -28439.49485795 -28429.16179311 -28428.87198803 -28428.22811778 -28443.41425547 -28460.39142025 -28443.71238587 -28428.89595374 -28430.80704947 -28430.46390848 -28436.59445692 -28428.34851909 -28430.33369468 -28456.54798944 -28428.9123479 -28436.30078792 -28428.15821517 -28447.68000656 -28428.6987436 -28431.43248868 -28432.18838593 -28428.74304471 -28434.1945711 -28429.09329691 -28455.96814013 -28436.13295731 -28439.69311197 -28432.82466614 -28433.15014523 -28428.98385117 -28431.28524592 -28443.97669405 -28441.15153991 -28429.07316393] manylnprob(): p[0] = [ 1.33303581e+00 2.21530170e+00 9.42923138e-01 -8.71667826e-03 7.35240693e-03 -4.30634474e-05 9.19865870e-01 8.43806138e-01] main(): current acceptance fraction: 39.9165134804 MCMC took 84.982559 sec Running MCMC mcmc-default-064-015-408.pickle manylnprob(): lnp = [-28429.0613615 -28437.9181912 -28447.64203027 -28438.78823122 -28430.17998561 -28449.03468903 -28430.41242321 -28441.36902575 -28430.1682348 -28429.75783641 -28471.0656313 -28428.07947701 -28436.11633267 -28460.46936388 -28443.47731088 -28432.68748738 -28429.89219505 -28430.36558309 -28429.69836183 -28428.24295139 -28436.33325844 -28429.38730184 -28452.34495361 -28465.91691076 -28432.16444792 -28430.18792965 -28431.87473006 -28428.69069792 -28436.14936113 -28432.01035786 -28439.2362794 -28430.64280704 -28432.74674707 -28429.63073899 -28446.42035969 -28428.2422892 -28428.9251407 -28428.52639703 -28429.9553038 -28430.59005183 -28430.65933407 -28428.64266969 -28429.8643994 -28436.35434698 -28437.22575884 -28440.5693936 -28428.80304466 -28436.41468337 -28428.91788823 -28445.40412344 -28429.13331199 -28435.31128972 -28453.2304224 -28429.26947137 -28434.27667325 -28429.72600082 -28435.24424445 -28440.7091356 -28430.53438059 -28429.24986795 -28428.38807482 -28446.40539097 -28439.79833797 -28428.49314947] manylnprob(): p[0] = [ 1.33259362e+00 2.21440478e+00 9.42381739e-01 -8.71969167e-03 7.35141884e-03 -4.73377875e-05 9.20315375e-01 8.43933576e-01] main(): current acceptance fraction: 39.9029645477 MCMC took 84.901264 sec Running MCMC mcmc-default-064-015-409.pickle manylnprob(): lnp = [-28442.89364111 -28478.04224196 -28428.60373298 -28431.92925999 -28437.90672125 -28434.2470539 -28429.96244589 -28430.42709124 -28442.83339295 -28430.40877401 -28435.7101598 -28428.84784359 -28428.3204473 -28436.2601791 -28435.94475613 -28436.45729612 -28430.9377305 -28428.36226235 -28441.90343631 -28442.65701937 -28434.18034688 -28438.04181834 -28430.22435211 -28449.72669318 -28432.51540899 -28430.11968768 -28431.01032805 -28428.60983572 -28432.14233305 -28428.27415192 -28430.47538518 -28429.4426975 -28430.11897019 -28431.2277469 -28433.37014901 -28434.01886107 -28430.7360286 -28428.71790488 -28428.51870381 -28431.40729857 -28437.33011678 -28429.90041041 -28433.20562648 -28441.61156819 -28428.38311875 -28428.64338949 -28442.06538394 -28429.81384859 -28439.92223205 -28430.53635741 -28429.52963081 -28436.45929478 -28464.15622096 -28447.83296593 -28429.81480882 -28429.77495216 -28439.65951764 -28430.24401123 -28429.59659027 -28429.71703557 -28429.55995921 -28445.18168215 -28433.40508052 -28430.16539659] manylnprob(): p[0] = [ 1.33424385e+00 2.21768812e+00 9.44169301e-01 -8.72909653e-03 7.31500706e-03 -8.98179668e-05 9.30484170e-01 8.20203096e-01] main(): current acceptance fraction: 39.9275914634 MCMC took 85.432626 sec Plotting trajectory traj-default-064-015-410.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-410.png Running MCMC mcmc-default-064-015-410.pickle manylnprob(): lnp = [-28428.14165829 -28443.46368392 -28429.79560135 -28456.31178977 -28428.42201332 -28433.11298874 -28429.51749801 -28438.2041578 -28429.59490826 -28431.55022742 -28434.0452072 -28436.63179702 -28429.67058074 -28467.96762112 -28441.53839499 -28441.32764828 -28441.51432982 -28430.08887733 -28434.81167075 -28447.95438977 -28435.3106535 -28439.69433121 -28433.980187 -28437.84334253 -28428.15057933 -28429.03884753 -28435.78399709 -28430.48436453 -28431.58046901 -28439.33261535 -28429.57955852 -28429.1221271 -28429.47689973 -28427.91299468 -28431.33118296 -28428.07844052 -28428.8814792 -28428.09551765 -28430.41426946 -28430.42241502 -28428.97330691 -28432.92741993 -28443.86582603 -28433.09032461 -28430.06910395 -28439.03073557 -28428.12756508 -28430.66969763 -28428.31807866 -28449.76680659 -28428.55323056 -28428.31073565 -28439.59349185 -28428.99287762 -28442.80751751 -28432.99781554 -28467.33721509 -28442.86327373 -28428.74980556 -28429.37136655 -28429.21897846 -28458.57091065 -28449.75977894 -28429.55764389] manylnprob(): p[0] = [ 1.33426136e+00 2.21763740e+00 9.44483576e-01 -8.68299286e-03 7.39449503e-03 -1.74245186e-05 9.19606643e-01 8.44002424e-01] main(): current acceptance fraction: 39.9178832117 MCMC took 84.762516 sec Running MCMC mcmc-default-064-015-411.pickle manylnprob(): lnp = [-28430.24330404 -28428.90641912 -28429.61193726 -28432.93850327 -28435.54456819 -28457.44733556 -28432.45045372 -28428.92373994 -28429.94790808 -28439.16745199 -28454.65028429 -28427.49957714 -28428.88996709 -28434.28105245 -28434.08376785 -28430.14766721 -28429.15512822 -28443.43177474 -28451.73028377 -28442.21172502 -28430.69019303 -28427.95985539 -28448.45726935 -28430.46002537 -28427.92910005 -28429.58960797 -28472.59349659 -28433.03164059 -28429.01286014 -28428.04014686 -28432.47143841 -28429.21814962 -28429.23027442 -28427.4553625 -28430.72289859 -28428.06132543 -28428.14150314 -28431.11082519 -28430.04515513 -28429.70830645 -28428.15938626 -28438.41675691 -28430.54572686 -28439.02825049 -28427.85653601 -28428.64261273 -28442.5045395 -28456.80727572 -28445.90320242 -28467.37370105 -28439.43160651 -28433.42596867 -28463.47613491 -28429.13302429 -28430.03871647 -28443.56561599 -28447.03834224 -28428.76343383 -28430.16177706 -28451.19388687 -28428.40810325 -28461.21981363 -28431.79295824 -28432.25026541] manylnprob(): p[0] = [ 1.33876767e+00 2.22648715e+00 9.50013918e-01 -8.61776835e-03 7.43807080e-03 1.36107865e-05 9.08823832e-01 8.40396983e-01] main(): current acceptance fraction: 39.8816747573 MCMC took 85.497034 sec Running MCMC mcmc-default-064-015-412.pickle manylnprob(): lnp = [-28427.75308839 -28442.49516051 -28468.49951163 -28433.57555293 -28428.04508681 -28430.40184673 -28438.72924693 -28428.62038688 -28431.31538826 -28431.78962807 -28435.54629358 -28428.73351833 -28433.07717574 -28438.06197777 -28434.01862424 -28433.21036828 -28431.23210229 -28434.24068446 -28447.05103586 -28433.13526347 -28433.38935317 -28427.69970595 -28430.23093495 -28430.56574282 -28427.33632407 -28434.28956654 -28440.5167455 -28448.25217006 -28442.91926732 -28428.08245184 -28447.14987536 -28428.5397692 -28442.01753023 -28427.91250289 -28433.42892162 -28428.63758899 -28430.25910292 -28430.43116141 -28428.35287568 -28429.6286926 -28431.29147755 -28446.19437909 -28429.74949431 -28454.3334568 -28429.96247915 -28428.33950574 -28429.20493574 -28445.6566541 -28427.79080577 -28431.62872977 -28429.97219592 -28440.66788148 -28466.47833714 -28429.04344636 -28443.00302876 -28438.50734035 -28464.8990623 -28428.32841773 -28443.22804403 -28437.64169331 -28443.82601871 -28443.41022688 -28445.27898508 -28436.10426024] manylnprob(): p[0] = [ 1.33517879e+00 2.21953754e+00 9.45674501e-01 -8.68647969e-03 7.37615588e-03 -2.16762577e-05 9.18244795e-01 8.46953563e-01] main(): current acceptance fraction: 39.8683414044 MCMC took 84.652752 sec Running MCMC mcmc-default-064-015-413.pickle manylnprob(): lnp = [-28427.81106654 -28430.21525749 -28428.97235159 -28431.56694617 -28429.11319472 -28429.28293481 -28430.0169009 -28428.30597731 -28431.59232723 -28431.35385542 -28453.02124125 -28431.54553585 -28432.08211932 -28451.06698042 -28456.36701172 -28433.99769183 -28434.40255325 -28428.16698126 -28434.03982571 -28442.06645026 -28443.88574114 -28435.92253671 -28431.77782052 -28448.03331117 -28429.06505614 -28432.24881768 -28434.01721962 -28440.21661006 -28429.7704334 -28440.6191677 -28432.38787357 -28429.27805114 -28430.41246187 -28427.83252113 -28432.52343683 -28450.96731873 -28434.03768663 -28433.14591281 -28442.61749427 -28429.49729141 -28433.91310844 -28431.14289287 -28463.64161441 -28445.3999819 -28435.21496148 -28428.50066874 -28429.21113553 -28430.40700756 -28428.96379911 -28430.90502692 -28429.72164292 -28443.66936072 -28442.74389534 -28428.4722436 -28430.33110675 -28447.95662812 -28432.30586447 -28428.17641567 -28452.72512196 -28429.27893057 -28428.98484141 -28450.83463374 -28443.56450702 -28443.44638773] manylnprob(): p[0] = [ 1.33419928e+00 2.21764009e+00 9.44508817e-01 -8.71475620e-03 7.34945660e-03 -3.39937867e-05 9.16419870e-01 8.51486735e-01] main(): current acceptance fraction: 39.8777173913 MCMC took 85.964252 sec Running MCMC mcmc-default-064-015-414.pickle manylnprob(): lnp = [-28428.50544442 -28447.12866392 -28436.96367592 -28429.86502345 -28428.63257615 -28431.54589865 -28433.64859299 -28431.04311575 -28431.01833793 -28431.70669911 -28463.81160455 -28431.36365754 -28453.3715887 -28440.13290106 -28457.8540834 -28443.75375608 -28458.97884726 -28438.66236238 -28430.2567337 -28429.83660865 -28452.66090213 -28428.79066381 -28431.32740306 -28430.49184111 -28428.39167335 -28430.02054881 -28433.72482083 -28434.71953297 -28428.86561716 -28428.3199382 -28442.15790691 -28429.24745442 -28430.60728938 -28428.34982859 -28428.89309842 -28435.93069736 -28429.77367552 -28434.57221162 -28428.66244867 -28442.6866755 -28452.94244931 -28441.3796293 -28446.61899814 -28434.27081283 -28429.86153552 -28433.25122966 -28453.27676035 -28430.86683062 -28428.30848299 -28429.44318722 -28446.79960213 -28428.49967037 -28432.87593351 -28435.74658643 -28430.09750399 -28429.19801821 -28432.37013155 -28428.6371159 -28432.91411784 -28429.37023614 -28430.25814963 -28457.79561679 -28458.74134007 -28442.62724697] manylnprob(): p[0] = [ 1.33183087e+00 2.21352170e+00 9.41589042e-01 -8.77092986e-03 7.31363225e-03 -5.62016350e-05 9.20046267e-01 8.69697711e-01] main(): current acceptance fraction: 39.8945783133 MCMC took 84.994027 sec Running MCMC mcmc-default-064-015-415.pickle manylnprob(): lnp = [-28429.55684094 -28444.35695217 -28429.02334123 -28456.00850599 -28429.73265852 -28448.14174907 -28434.49101405 -28429.65768402 -28457.59197039 -28435.99107514 -28443.31396924 -28431.65736072 -28432.37238014 -28438.2434666 -28437.35467663 -28431.52662419 -28456.80616859 -28428.0855907 -28429.34155005 -28451.83398535 -28433.20033922 -28428.83032288 -28432.35614648 -28431.55458377 -28427.81981181 -28445.05380183 -28452.36927598 -28435.19363895 -28430.49458147 -28431.73223922 -28429.95653242 -28440.23584051 -28430.26673096 -28427.65668447 -28428.69811282 -28428.09054221 -28428.99811334 -28430.27282951 -28430.26259661 -28437.47572639 -28429.70428728 -28428.68807891 -28428.52735832 -28442.67664552 -28430.2808597 -28437.29780674 -28433.37659679 -28428.80755607 -28427.73018522 -28444.82917873 -28450.24784985 -28429.52456379 -28475.23875626 -28428.71091727 -28449.58552434 -28440.15039336 -28435.53448413 -28429.56704536 -28430.10723209 -28433.50357817 -28435.69458702 -28443.30314004 -28443.87233309 -28429.01255953] manylnprob(): p[0] = [ 1.33244945e+00 2.21496526e+00 9.42316977e-01 -8.79255213e-03 7.27886932e-03 -8.26108802e-05 9.23791626e-01 8.67357569e-01] main(): current acceptance fraction: 39.8775540865 MCMC took 85.548729 sec Running MCMC mcmc-default-064-015-416.pickle manylnprob(): lnp = [-28433.07559552 -28433.22904625 -28429.11370127 -28430.64432382 -28429.2081492 -28435.12343143 -28450.16939791 -28438.09067629 -28431.93283062 -28436.37282426 -28431.4766543 -28429.76672261 -28429.88683659 -28433.21570753 -28435.05447778 -28439.97838159 -28439.07993347 -28439.61662568 -28429.9239375 -28429.13601058 -28431.16870013 -28428.89048165 -28434.189381 -28429.56716825 -28430.46632961 -28432.61458357 -28434.28247555 -28428.81217645 -28433.80626347 -28439.73788024 -28437.83041992 -28430.84749274 -28430.56094491 -28428.03392122 -28435.69440786 -28428.18654073 -28435.68908352 -28428.45383324 -28428.10555819 -28431.08489519 -28433.90307404 -28431.39505983 -28429.08786629 -28445.88889108 -28431.93065339 -28430.17915655 -28429.15412868 -28428.84316387 -28441.71023189 -28458.20286126 -28437.16382785 -28463.59183069 -28442.22434082 -28432.67147641 -28452.23285935 -28439.3582001 -28443.48183259 -28431.24975731 -28431.32388118 -28431.12626973 -28429.04766187 -28453.53232419 -28452.64454887 -28428.75180845] manylnprob(): p[0] = [ 1.33110274e+00 2.21242597e+00 9.40436324e-01 -8.81567871e-03 7.26142643e-03 -1.01869255e-04 9.25355369e-01 8.72500308e-01] main(): current acceptance fraction: 39.8830935252 MCMC took 84.485413 sec Running MCMC mcmc-default-064-015-417.pickle manylnprob(): lnp = [-28432.41060467 -28468.63486467 -28429.36108745 -28439.10471173 -28428.62958408 -28439.68883651 -28431.40881374 -28430.17499445 -28430.79360167 -28442.60149132 -28429.41020694 -28452.73829131 -28431.39811329 -28434.75022841 -28447.29031151 -28431.38438752 -28450.62053549 -28428.49208404 -28443.99879269 -28429.67493859 -28432.00054095 -28428.71294173 -28449.48902811 -28428.51692664 -28431.08270277 -28431.63429743 -28439.24665944 -28432.43618313 -28435.326729 -28428.49821635 -28442.6437946 -28429.84774219 -28428.576059 -28428.4474294 -28435.66463525 -28428.20317362 -28470.45979401 -28428.43057453 -28441.06346007 -28428.81292778 -28430.49126643 -28430.66644163 -28430.67388558 -28434.13494355 -28433.57668448 -28451.79136175 -28429.26149589 -28429.35738366 -28428.08862638 -28475.38537457 -28433.04599143 -28439.91485947 -28465.66361482 -28429.22654276 -28448.19120887 -28439.34007506 -28452.62822446 -28431.50723113 -28441.58326398 -28430.77167885 -28429.44934834 -28441.93180066 -28447.47385538 -28429.73774617] manylnprob(): p[0] = [ 1.33012921e+00 2.21064575e+00 9.39519131e-01 -8.82155142e-03 7.25951325e-03 -9.54842703e-05 9.25913855e-01 8.77713634e-01] main(): current acceptance fraction: 39.8624401914 MCMC took 86.578725 sec Running MCMC mcmc-default-064-015-418.pickle manylnprob(): lnp = [-28435.5737954 -28449.38728355 -28430.21180024 -28430.41192737 -28450.44888385 -28429.72162984 -28434.47122266 -28429.6141418 -28428.90482348 -28433.1197119 -28445.34983715 -28429.57053253 -28442.91373455 -28441.32301863 -28435.47250453 -28428.94208484 -28434.99359529 -28441.9690219 -28444.97745062 -28431.50316813 -28439.1554001 -28428.21329345 -28442.55423989 -28429.91868091 -28429.06951621 -28450.19225456 -28456.83716557 -28436.33224669 -28433.69320231 -28428.00233092 -28428.42530973 -28440.9812116 -28429.04093945 -28428.72198473 -28433.30902945 -28428.13822443 -28435.50888004 -28433.83523334 -28444.02013091 -28450.9995023 -28433.94593819 -28442.32952245 -28430.51105006 -28434.15622367 -28430.36343391 -28431.83876509 -28431.15884787 -28429.40720735 -28428.02486514 -28442.65713437 -28446.46333383 -28430.39223687 -28431.22113943 -28437.13237429 -28434.11486342 -28431.45538868 -28452.86524581 -28433.97676576 -28443.12963821 -28430.29131382 -28430.93462755 -28441.88972288 -28435.078192 -28429.58966642] manylnprob(): p[0] = [ 1.33033597e+00 2.21097690e+00 9.39374442e-01 -8.82559536e-03 7.26630527e-03 -1.04125167e-04 9.26999770e-01 8.75937645e-01] main(): current acceptance fraction: 39.8605310263 MCMC took 85.379677 sec Running MCMC mcmc-default-064-015-419.pickle manylnprob(): lnp = [-28432.61229193 -28430.85135982 -28431.59271117 -28444.33843738 -28431.03274391 -28430.61908084 -28440.81527112 -28429.86791086 -28433.95217284 -28435.33911867 -28431.81121927 -28447.47996396 -28430.81820079 -28441.63589258 -28431.64549361 -28439.40665976 -28440.55203109 -28428.99107475 -28429.46792656 -28440.62845107 -28449.97250356 -28428.81979684 -28430.08614443 -28432.10023674 -28432.50766061 -28432.98963291 -28434.01469068 -28432.61827101 -28438.00306707 -28437.45568215 -28428.99984969 -28462.03365606 -28428.89693388 -28433.89849916 -28428.25610535 -28429.42108535 -28437.12896501 -28429.79576643 -28434.1948422 -28429.73524331 -28430.42725706 -28428.62379144 -28439.66738909 -28440.06107045 -28431.10765083 -28439.72222254 -28444.03623775 -28430.92782533 -28428.86070374 -28444.50700703 -28429.11218244 -28430.40008391 -28441.43541123 -28432.93565518 -28429.59461858 -28446.31634995 -28477.13192241 -28447.35608412 -28460.56666691 -28429.18886164 -28429.23493187 -28440.70030636 -28431.5822091 -28429.27474512] manylnprob(): p[0] = [ 1.33152947e+00 2.21324559e+00 9.40966024e-01 -8.80903775e-03 7.26361258e-03 -9.79860884e-05 9.24884622e-01 8.71276925e-01] main(): current acceptance fraction: 39.8697916667 MCMC took 85.561016 sec Plotting trajectory traj-default-064-015-420.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-420.png Running MCMC mcmc-default-064-015-420.pickle manylnprob(): lnp = [-28432.10763285 -28485.63078549 -28428.7753213 -28432.20201686 -28429.61713511 -28438.92677392 -28435.77606918 -28437.09261242 -28440.01375845 -28432.28954702 -28448.68968865 -28460.8968342 -28431.45378974 -28433.04172605 -28429.17033315 -28430.6932534 -28437.88754195 -28428.26459452 -28431.64991382 -28434.19402197 -28433.77106594 -28426.72712363 -28431.67523946 -28430.05690393 -28432.47608197 -28440.07504551 -28457.62614963 -28437.69566019 -28434.21950033 -28428.2136036 -28428.40051026 -28457.99132492 -28429.29821493 -28433.49782521 -28438.39423317 -28427.51586056 -28434.463831 -28428.57353129 -28430.7228894 -28428.84570316 -28428.05063712 -28448.11437241 -28443.58581877 -28430.42304141 -28431.7902316 -28447.91846419 -28447.37118109 -28445.33025379 -28428.16598642 -28444.0603313 -28427.95095424 -28430.39693346 -28428.47210068 -28437.868394 -28429.52527297 -28431.26422349 -28444.82034776 -28451.38094679 -28457.83723983 -28430.47208901 -28430.37648979 -28443.55884475 -28445.60080983 -28442.52558359] manylnprob(): p[0] = [ 1.33260332e+00 2.21538499e+00 9.42366029e-01 -8.79407986e-03 7.27096179e-03 -8.50239084e-05 9.23749098e-01 8.75928956e-01] main(): current acceptance fraction: 39.8678741093 MCMC took 85.56583 sec Running MCMC mcmc-default-064-015-421.pickle manylnprob(): lnp = [-28428.91014341 -28441.42992935 -28431.80718689 -28431.3175437 -28431.32749663 -28440.62390114 -28431.65204065 -28428.97117875 -28431.56378371 -28431.7514066 -28449.81701132 -28431.24518454 -28430.94767613 -28432.94685309 -28430.81186514 -28429.09894643 -28476.89395577 -28427.23434461 -28431.60953741 -28429.38200609 -28433.08863673 -28429.2232956 -28459.89678105 -28431.82008215 -28434.31853974 -28460.02415996 -28434.0682314 -28431.79256096 -28440.81878391 -28429.46240837 -28433.85836387 -28432.02965082 -28428.80570624 -28434.38109746 -28429.51526823 -28430.04324128 -28443.80356522 -28437.368819 -28463.17327828 -28429.6371805 -28427.82286103 -28445.83012773 -28436.9812896 -28435.30103733 -28436.4672393 -28440.53343333 -28440.73847041 -28430.00790966 -28438.1362079 -28430.56369523 -28437.67548161 -28459.40119198 -28431.49618553 -28435.7628721 -28429.26522289 -28431.94514451 -28431.40051178 -28430.78548079 -28433.8231878 -28431.68672101 -28430.75985309 -28451.7651215 -28430.25488005 -28431.28861078] manylnprob(): p[0] = [ 1.33636503e+00 2.22257135e+00 9.47130009e-01 -8.79142861e-03 7.17899801e-03 -1.15968541e-04 9.18000002e-01 8.59119178e-01] main(): current acceptance fraction: 39.8696682464 MCMC took 84.492527 sec Running MCMC mcmc-default-064-015-422.pickle manylnprob(): lnp = [-28450.801591 -28430.64284425 -28428.18543811 -28436.17760711 -28442.46996487 -28446.95915939 -28432.82674929 -28442.97409626 -28430.03242155 -28433.1547921 -28429.97205347 -28428.39544927 -28448.52387259 -28430.79352694 -28456.43861243 -28428.29422142 -28442.12295283 -28429.01721004 -28438.00126056 -28445.75357769 -28467.84275372 -28433.31898709 -28431.63284838 -28454.06488062 -28429.469812 -28452.72105354 -28433.04054737 -28428.90547318 -28430.6431128 -28427.91322177 -28431.70999657 -28436.97706602 -28428.75026245 -28433.52595273 -28428.67967761 -28429.71065349 -28432.21597618 -28428.56432614 -28437.8071697 -28428.90326649 -28427.89764801 -28432.78017182 -28432.86804907 -28430.5959414 -28429.99470893 -28430.39701661 -28428.4592747 -28429.61711353 -28427.47568471 -28453.74594074 -28428.89411659 -28459.76577427 -28457.33870776 -28428.75583865 -28433.36364658 -28441.31557991 -28430.67948687 -28432.09287887 -28430.98295668 -28432.52484759 -28447.83465695 -28450.33774798 -28430.91441957 -28433.066557 ] manylnprob(): p[0] = [ 1.33684915e+00 2.22466330e+00 9.48744109e-01 -8.97853306e-03 6.93210084e-03 -2.66331487e-04 9.27102883e-01 8.68780856e-01] main(): current acceptance fraction: 39.8677600473 MCMC took 85.705849 sec Running MCMC mcmc-default-064-015-423.pickle manylnprob(): lnp = [-28430.90722698 -28429.26780361 -28430.06282429 -28458.61929151 -28435.75107542 -28432.76135673 -28434.80389514 -28431.71741358 -28443.25571576 -28441.55622302 -28430.30586026 -28429.55761792 -28429.76427299 -28437.31033156 -28429.7110223 -28427.58192327 -28489.38851041 -28428.33428177 -28452.45550305 -28429.40502739 -28431.30480271 -28428.81023543 -28450.05015793 -28449.70708831 -28431.70521861 -28454.81751456 -28438.51464564 -28427.79709551 -28431.21008903 -28431.39483526 -28431.94662644 -28441.16853871 -28428.06296902 -28427.76788338 -28428.95054931 -28429.70586921 -28469.35008972 -28428.73719289 -28437.245544 -28436.19200158 -28428.03234608 -28464.57681048 -28428.93465638 -28429.7656799 -28429.45326239 -28430.47718186 -28432.44111267 -28429.3752204 -28428.01440973 -28432.0187092 -28433.3056352 -28430.38333985 -28431.14201924 -28432.04536515 -28429.58679427 -28432.36177111 -28440.62480127 -28467.358531 -28429.30247435 -28440.15514559 -28429.58087839 -28442.16938869 -28441.64624261 -28444.15928544] manylnprob(): p[0] = [ 1.33327344e+00 2.21640177e+00 9.43073522e-01 -8.84549847e-03 7.15249490e-03 -1.41598542e-04 9.15577707e-01 8.65855352e-01] main(): current acceptance fraction: 39.858490566 MCMC took 85.791141 sec Running MCMC mcmc-default-064-015-424.pickle manylnprob(): lnp = [-28431.5303028 -28432.46656058 -28428.31394731 -28485.50420844 -28438.84595452 -28447.78201062 -28444.87291835 -28431.21202518 -28429.6604699 -28450.48928094 -28430.69521409 -28428.99845005 -28432.15672065 -28431.82359232 -28448.28419121 -28428.69860384 -28442.58743162 -28438.97611486 -28431.93055317 -28429.6853798 -28435.72112155 -28433.58864908 -28440.36971609 -28450.40913298 -28431.16274887 -28431.77988757 -28429.73549146 -28427.36663037 -28438.78385987 -28429.82290181 -28429.19647023 -28452.57414743 -28430.45094815 -28427.72951707 -28428.5685497 -28429.11687342 -28432.35913429 -28428.39784584 -28430.65517904 -28431.84606882 -28428.57421199 -28429.06064013 -28428.01246057 -28431.79867408 -28435.08866848 -28428.73012571 -28431.5417334 -28430.35727939 -28428.65873936 -28431.91259375 -28427.90525288 -28429.07184744 -28430.73769869 -28433.29286143 -28429.43197296 -28435.47885744 -28434.36361996 -28431.73073974 -28429.14048091 -28460.79258668 -28442.69174134 -28445.80365447 -28439.1993939 -28430.0823218 ] manylnprob(): p[0] = [ 1.33664702e+00 2.22325550e+00 9.47162770e-01 -8.82707190e-03 7.11706031e-03 -1.38161716e-04 9.18297619e-01 8.62587945e-01] main(): current acceptance fraction: 39.8602941176 MCMC took 85.696706 sec Running MCMC mcmc-default-064-015-425.pickle manylnprob(): lnp = [-28429.26831344 -28463.1458809 -28428.27689639 -28467.49586974 -28434.44603436 -28454.92789025 -28477.38603143 -28441.69789702 -28428.40307242 -28468.88235179 -28434.05628738 -28428.53841075 -28441.05203126 -28432.20937891 -28430.16282514 -28431.74620744 -28438.99023328 -28430.59569393 -28446.28359699 -28430.50000039 -28430.92811947 -28434.69336954 -28435.55308982 -28434.23366542 -28438.88928202 -28437.51981584 -28437.47890108 -28428.75576733 -28430.41717701 -28435.75921587 -28437.79574048 -28436.11980526 -28428.28098953 -28428.27542512 -28429.15290359 -28435.9503733 -28432.59969412 -28428.40339637 -28430.73720095 -28428.9977236 -28428.32654603 -28435.9021205 -28431.76810682 -28439.88256499 -28429.1695054 -28430.30367981 -28450.11028518 -28429.40316322 -28431.34801837 -28430.78790212 -28429.25413712 -28430.45549427 -28430.55887924 -28443.35820632 -28428.54083778 -28438.92084383 -28434.60260754 -28433.41125475 -28430.61316221 -28432.28442815 -28429.5012705 -28443.46033014 -28434.21111954 -28434.21585564] manylnprob(): p[0] = [ 1.33665630e+00 2.22311003e+00 9.47448509e-01 -8.78707054e-03 7.18264592e-03 -1.16963248e-04 9.18047861e-01 8.59581298e-01] main(): current acceptance fraction: 39.8694248826 MCMC took 84.978091 sec Running MCMC mcmc-default-064-015-426.pickle manylnprob(): lnp = [-28428.89479676 -28445.95070933 -28429.12340087 -28447.10123902 -28430.05737755 -28429.08059602 -28445.6321775 -28431.28024429 -28437.11658842 -28451.80454359 -28430.21278847 -28428.65579903 -28443.89847173 -28431.34362691 -28430.09642805 -28428.82703897 -28431.10307853 -28430.52076733 -28429.85741951 -28430.51897254 -28428.78441349 -28440.36590731 -28443.6789082 -28436.9006576 -28430.65019193 -28429.41671843 -28432.40583134 -28432.4937028 -28439.26383955 -28452.47196444 -28431.88005359 -28431.45214607 -28428.45293549 -28428.96553679 -28428.62600169 -28430.63735258 -28436.13501746 -28430.14378021 -28430.72417104 -28428.07945462 -28427.39159134 -28427.69233629 -28430.09618282 -28433.43117862 -28434.81120058 -28429.51343025 -28447.97129935 -28429.18847873 -28431.86447689 -28443.35321454 -28434.77166104 -28439.52352224 -28461.68196589 -28428.36487937 -28428.93057185 -28455.99340552 -28486.86631598 -28429.27883264 -28429.76302444 -28434.071837 -28433.90017633 -28453.24134396 -28451.30115598 -28434.50105771] manylnprob(): p[0] = [ 1.33708765e+00 2.22384354e+00 9.47912379e-01 -8.76806906e-03 7.21133362e-03 -9.67378426e-05 9.18177886e-01 8.57427901e-01] main(): current acceptance fraction: 39.8711943794 MCMC took 84.552297 sec Running MCMC mcmc-default-064-015-427.pickle manylnprob(): lnp = [-28439.51883002 -28444.53532571 -28428.77891025 -28430.77458306 -28437.71806531 -28433.56072432 -28455.15625548 -28436.07718159 -28429.47894588 -28429.00435166 -28434.72997739 -28430.56638764 -28437.63074218 -28431.3092696 -28434.39763361 -28433.25399363 -28429.60406395 -28435.02036136 -28434.64968196 -28452.18756272 -28432.66302897 -28449.71890997 -28430.35694192 -28432.43364687 -28432.92643815 -28429.4428778 -28436.41462918 -28432.07318769 -28434.0347101 -28428.90868819 -28431.71741916 -28444.95418261 -28427.94361151 -28431.62550744 -28428.09588975 -28436.02740504 -28429.5772651 -28435.5035894 -28430.41861363 -28428.73166847 -28436.10841186 -28428.52053365 -28429.15507893 -28432.26389259 -28429.92833759 -28432.52029649 -28463.5428725 -28428.4777703 -28431.02745198 -28459.35112161 -28427.86506358 -28455.45825423 -28435.55250906 -28431.63421958 -28428.23569536 -28449.67994086 -28433.14647603 -28429.59741269 -28430.92135789 -28438.35577516 -28433.02707481 -28444.59385713 -28431.61653896 -28435.98490761] manylnprob(): p[0] = [ 1.33636662e+00 2.22288943e+00 9.47268807e-01 -8.86279291e-03 7.08789227e-03 -1.78420323e-04 9.20517715e-01 8.62152635e-01] main(): current acceptance fraction: 39.8693049065 MCMC took 85.944311 sec Running MCMC mcmc-default-064-015-428.pickle manylnprob(): lnp = [-28427.87480619 -28443.72349895 -28427.83474275 -28431.06791918 -28429.49357609 -28441.65151567 -28448.26695775 -28438.02369636 -28430.89506975 -28431.2184563 -28432.22650226 -28429.11061746 -28441.48942967 -28429.59927099 -28443.28557969 -28438.01460047 -28429.04687332 -28432.32010465 -28438.4778587 -28443.31037472 -28438.19069474 -28432.95871161 -28430.4624456 -28431.68467419 -28429.30384993 -28430.6562583 -28443.44323519 -28446.14985071 -28481.0468785 -28429.46891047 -28431.69445661 -28429.77978725 -28433.72992514 -28428.41594911 -28428.87880581 -28434.92936956 -28437.9664207 -28433.46347097 -28471.25045752 -28448.49933196 -28428.11434283 -28428.64776166 -28429.50449132 -28433.12856977 -28428.74009762 -28433.46824673 -28431.86204174 -28430.16828104 -28437.42361167 -28441.07246423 -28441.75642772 -28429.89864345 -28430.71550691 -28429.05584924 -28428.69295724 -28432.90888887 -28448.61269779 -28443.28447807 -28429.91608617 -28434.64674424 -28440.70087667 -28450.99506773 -28432.24365004 -28442.5418621 ] manylnprob(): p[0] = [ 1.33572341e+00 2.22076192e+00 9.46203590e-01 -8.75234299e-03 7.26953599e-03 -5.92757357e-05 9.19454003e-01 8.50140078e-01] main(): current acceptance fraction: 39.8637820513 MCMC took 85.991454 sec Running MCMC mcmc-default-064-015-429.pickle manylnprob(): lnp = [-28427.79272978 -28450.21790685 -28428.7136298 -28430.84120379 -28428.77233919 -28443.52903348 -28435.61381584 -28429.02403427 -28431.29824064 -28430.15499563 -28445.55358294 -28435.03704465 -28436.75490375 -28431.58991994 -28436.50224217 -28431.50964883 -28433.33380995 -28462.52146288 -28449.05227949 -28472.04458012 -28430.27418534 -28466.98670876 -28429.75773379 -28446.99324023 -28439.58222148 -28428.44162195 -28435.59021416 -28446.13694484 -28451.50403704 -28439.82423842 -28472.99351586 -28432.84375965 -28427.77256947 -28428.38959714 -28433.75654469 -28428.45497943 -28428.73717936 -28444.21084062 -28454.84806724 -28429.75854386 -28430.0535921 -28429.48172959 -28431.00219953 -28430.09790228 -28429.62009237 -28429.64416935 -28458.2295369 -28429.78448936 -28432.31697079 -28431.03445105 -28429.54352997 -28447.62363924 -28455.70627573 -28428.34191759 -28429.65169749 -28442.13550577 -28437.25526636 -28428.44182446 -28441.74808119 -28486.04919289 -28450.49541024 -28447.71425686 -28435.6014148 -28437.92613649] manylnprob(): p[0] = [ 1.33687620e+00 2.22299778e+00 9.47620514e-01 -8.75144424e-03 7.24648612e-03 -6.77553894e-05 9.18309368e-01 8.49792373e-01] main(): current acceptance fraction: 39.8546511628 MCMC took 85.677799 sec Plotting trajectory traj-default-064-015-430.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-430.png Running MCMC mcmc-default-064-015-430.pickle manylnprob(): lnp = [-28428.23502151 -28428.86404342 -28428.08033407 -28435.30224735 -28428.58775567 -28432.00815696 -28467.82408394 -28432.27395116 -28441.15872571 -28465.44939089 -28431.16089143 -28471.14932868 -28440.50213997 -28431.42121133 -28428.94649361 -28431.3621693 -28430.55488764 -28429.93414893 -28428.26992661 -28433.55139252 -28435.37125191 -28431.98827684 -28429.15763285 -28433.9346192 -28430.64195364 -28430.16389364 -28437.23684934 -28442.21588978 -28451.68543019 -28430.59147609 -28430.27132423 -28437.46670602 -28428.23738788 -28428.18720808 -28432.5105144 -28429.21845667 -28428.93171719 -28431.3981474 -28445.95751339 -28437.82034043 -28429.81416119 -28436.38005344 -28429.14780909 -28430.06238197 -28429.71426147 -28433.76333608 -28434.84947516 -28437.04303222 -28432.66696993 -28430.20709227 -28429.90276237 -28429.52445767 -28435.66113809 -28428.64303171 -28429.43801289 -28438.89218654 -28454.83544603 -28430.18283799 -28430.56231146 -28430.88042895 -28448.60904656 -28452.88069424 -28452.41601437 -28445.35121806] manylnprob(): p[0] = [ 1.33699372e+00 2.22316023e+00 9.47684141e-01 -8.71502278e-03 7.28703866e-03 -4.34875204e-05 9.16750163e-01 8.50792913e-01] main(): current acceptance fraction: 39.8600638051 MCMC took 86.249076 sec Running MCMC mcmc-default-064-015-431.pickle manylnprob(): lnp = [-28431.79119068 -28434.97668497 -28428.20344333 -28438.74429936 -28435.94258494 -28441.40357258 -28454.97981263 -28431.47689849 -28432.85607029 -28434.79209899 -28430.46726628 -28428.81403473 -28429.93820417 -28429.45122192 -28430.96917184 -28436.74600517 -28432.45310248 -28429.25492649 -28429.04206355 -28443.25118259 -28428.56012202 -28430.64268477 -28429.02353738 -28451.9564383 -28432.46769193 -28428.07576225 -28431.27980289 -28432.13049576 -28431.45368024 -28429.15802036 -28441.84633089 -28435.85827945 -28429.41457624 -28432.99956808 -28462.51096437 -28430.38067215 -28447.15688017 -28429.39731936 -28445.48306447 -28428.43540835 -28429.56708579 -28441.64466523 -28431.38607729 -28428.34297378 -28438.37271958 -28428.37900186 -28429.109587 -28430.66317555 -28457.64728114 -28441.28786283 -28444.6467631 -28429.86059082 -28433.31953887 -28427.97280923 -28429.04070987 -28440.29037888 -28430.55151568 -28429.29416767 -28429.40048401 -28430.83098298 -28430.14113375 -28462.80411613 -28457.20627799 -28455.84693973] manylnprob(): p[0] = [ 1.33802112e+00 2.22624743e+00 9.49258818e-01 -8.82859114e-03 7.12437637e-03 -1.18301838e-04 9.16108863e-01 8.43075559e-01] main(): current acceptance fraction: 39.8292824074 MCMC took 85.846792 sec Running MCMC mcmc-default-064-015-432.pickle manylnprob(): lnp = [-28430.82275744 -28431.28416262 -28428.59741972 -28435.68981293 -28427.33647414 -28455.84827561 -28432.85670819 -28432.13822815 -28432.14881045 -28430.90719354 -28429.56225689 -28429.43568818 -28434.0317582 -28431.41106494 -28439.75206253 -28451.22208382 -28428.80368104 -28430.5908995 -28433.43267174 -28429.79991057 -28428.68721691 -28448.42151027 -28429.14807008 -28431.15512292 -28432.19993965 -28436.76915435 -28431.14939789 -28430.3762215 -28429.98512032 -28429.09531519 -28429.60931441 -28464.51336167 -28429.62036605 -28428.28904235 -28450.53232967 -28430.05605448 -28439.70280843 -28443.72890188 -28429.34305846 -28427.76411392 -28440.59699767 -28428.11002507 -28431.75671501 -28430.01142398 -28430.13996593 -28431.61752817 -28429.96000275 -28469.15664572 -28451.47686109 -28446.84350151 -28434.36881485 -28435.71865158 -28437.66157416 -28430.49718443 -28437.04669029 -28444.28234825 -28442.49581455 -28428.79989117 -28429.61984497 -28430.31080533 -28446.131705 -28446.57648142 -28461.1858565 -28439.38055018] manylnprob(): p[0] = [ 1.33469708e+00 2.21830005e+00 9.44331031e-01 -8.79431529e-03 7.22097459e-03 -8.19069879e-05 9.16500314e-01 8.64320765e-01] main(): current acceptance fraction: 39.8130773672 MCMC took 85.759698 sec Running MCMC mcmc-default-064-015-433.pickle manylnprob(): lnp = [-28431.72429951 -28448.30796153 -28428.17931649 -28442.03792577 -28444.57063281 -28430.12477616 -28489.44337652 -28430.64397544 -28440.36287324 -28428.60192152 -28430.9802929 -28428.53193244 -28430.46090792 -28432.0203968 -28448.6982101 -28435.71772048 -28430.33976812 -28429.23042148 -28430.01426068 -28461.36665434 -28429.28904119 -28434.18577715 -28431.22656077 -28439.24836642 -28437.19789538 -28429.67660134 -28448.65123103 -28448.95666965 -28432.0923701 -28429.93807617 -28460.51006982 -28432.70708081 -28428.15840913 -28429.75173721 -28430.61792181 -28430.02479528 -28437.43996394 -28432.67992133 -28430.9121395 -28428.5782847 -28428.24338563 -28427.60425879 -28436.84043498 -28429.60680748 -28429.22695873 -28430.80308866 -28458.25411262 -28434.68573536 -28428.00863333 -28433.35227742 -28435.47124595 -28427.78718954 -28444.43635966 -28431.68521134 -28446.40366221 -28428.86803016 -28432.49352951 -28433.68459727 -28462.21938164 -28428.84001031 -28453.00589 -28454.54789616 -28434.0355791 -28449.44383448] manylnprob(): p[0] = [ 1.33449654e+00 2.21792204e+00 9.43980982e-01 -8.80793136e-03 7.19786459e-03 -9.43522496e-05 9.16710137e-01 8.63923051e-01] main(): current acceptance fraction: 39.8257488479 MCMC took 85.188585 sec Running MCMC mcmc-default-064-015-434.pickle manylnprob(): lnp = [-28432.32038325 -28428.4533797 -28432.60223824 -28429.96845257 -28428.74151826 -28436.56025068 -28431.27096941 -28434.78202341 -28429.56037699 -28428.89212376 -28430.84482065 -28427.69527597 -28429.55746983 -28431.10750085 -28430.93112832 -28428.44307673 -28430.08646455 -28429.23166377 -28444.46074027 -28463.56784002 -28428.79315194 -28427.91726401 -28429.99284853 -28429.6566563 -28430.40891733 -28431.69442456 -28429.07830558 -28444.80300339 -28442.77382052 -28441.90640821 -28430.2838831 -28428.53462782 -28430.74373155 -28429.35370494 -28432.70687494 -28431.86400872 -28428.79597373 -28432.60663744 -28453.07726198 -28428.36351421 -28429.44329749 -28432.27583612 -28430.67834861 -28433.20665527 -28428.44961706 -28456.09688554 -28431.83199471 -28438.44025874 -28428.06744652 -28441.83668668 -28429.50109805 -28430.38412794 -28445.80343863 -28428.9253441 -28434.89101896 -28434.58092563 -28443.81759465 -28429.53856963 -28466.7333384 -28431.99028608 -28443.24534482 -28446.57436436 -28431.27843312 -28444.092001 ] manylnprob(): p[0] = [ 1.33404192e+00 2.21691346e+00 9.43318219e-01 -8.81803864e-03 7.19006313e-03 -9.93362495e-05 9.15863364e-01 8.63380522e-01] main(): current acceptance fraction: 39.849137931 MCMC took 86.054599 sec Running MCMC mcmc-default-064-015-435.pickle manylnprob(): lnp = [-28429.35963993 -28444.17149741 -28431.13660902 -28434.04501416 -28429.02753614 -28431.28924309 -28430.17211998 -28453.61266018 -28431.31243033 -28428.51667185 -28430.5307756 -28431.45717908 -28429.11314769 -28430.77004932 -28430.9249912 -28434.85290646 -28428.49828052 -28429.49447404 -28428.71840556 -28432.68314567 -28428.83138537 -28429.08851739 -28432.89479142 -28432.51707741 -28446.78662628 -28430.60372803 -28428.70167408 -28446.52072072 -28464.2569427 -28429.01337032 -28438.53092328 -28428.80225321 -28428.01424768 -28429.09092291 -28431.58311482 -28448.02058638 -28436.76930821 -28442.19161988 -28429.03974359 -28434.06439208 -28429.50318917 -28441.59033856 -28439.8086511 -28442.49643582 -28429.13409112 -28431.90952088 -28428.29608582 -28431.73828748 -28428.58806976 -28429.96675205 -28433.8378262 -28430.66738914 -28433.43546558 -28447.46858635 -28429.89783444 -28447.16630461 -28432.46980708 -28446.03367876 -28447.02231834 -28430.28824345 -28431.47089826 -28450.79275795 -28428.82839231 -28431.84676091] manylnprob(): p[0] = [ 1.33305445e+00 2.21520207e+00 9.42510308e-01 -8.81006177e-03 7.19648597e-03 -1.04824409e-04 9.18109457e-01 8.59005040e-01] main(): current acceptance fraction: 39.8509174312 MCMC took 86.493678 sec Running MCMC mcmc-default-064-015-436.pickle manylnprob(): lnp = [-28438.2139166 -28443.07814913 -28434.07723622 -28432.44737772 -28429.03650898 -28430.01025843 -28428.74619072 -28432.67090941 -28432.38267922 -28428.77444019 -28454.38971243 -28431.96211395 -28430.29651119 -28432.7838827 -28428.95958736 -28429.18452419 -28429.00114878 -28441.13695016 -28430.09869097 -28429.70125171 -28429.43443144 -28429.21603173 -28429.96274842 -28432.65654126 -28427.67040422 -28431.3061537 -28429.32709397 -28429.20863355 -28437.74284272 -28434.19681154 -28439.70422014 -28429.62165358 -28443.30035414 -28440.8719393 -28435.19928886 -28438.16839935 -28434.01557266 -28432.67785498 -28446.85588265 -28428.62693035 -28435.11060058 -28432.29156003 -28446.561393 -28431.79995789 -28431.11907664 -28431.94074643 -28428.31111283 -28443.79445183 -28427.71397528 -28428.64278762 -28435.91978828 -28431.98797435 -28449.12243805 -28428.99257497 -28430.71866631 -28430.43466685 -28439.06231994 -28429.71329668 -28440.30133316 -28450.18428004 -28449.80701699 -28455.98608846 -28430.11053838 -28446.01396006] manylnprob(): p[0] = [ 1.33270106e+00 2.21319455e+00 9.41230551e-01 -8.78413565e-03 7.27084769e-03 -1.02939484e-04 9.14027997e-01 8.64007256e-01] main(): current acceptance fraction: 39.8634153318 MCMC took 85.713005 sec Running MCMC mcmc-default-064-015-437.pickle manylnprob(): lnp = [-28429.39669322 -28455.31186165 -28430.91074405 -28429.3320929 -28428.97486083 -28429.93706998 -28428.91234739 -28430.58514274 -28468.48911521 -28428.88473856 -28451.40228446 -28437.34595219 -28429.71306104 -28430.63505764 -28436.97046021 -28445.35727041 -28435.71195478 -28432.94466911 -28431.49421945 -28430.54592419 -28443.20259843 -28435.70703105 -28431.00449111 -28430.07679038 -28435.26842567 -28442.88600997 -28428.63393792 -28429.36855262 -28465.1541488 -28449.2693017 -28428.81800237 -28434.52581802 -28443.91808795 -28427.67091284 -28446.86091555 -28446.17317508 -28434.69407534 -28443.96643013 -28442.93001286 -28442.07072989 -28429.89022641 -28446.57888118 -28428.43816589 -28430.4570568 -28433.07168247 -28431.54243665 -28431.34905261 -28435.38593429 -28428.55993979 -28430.97421919 -28436.09551081 -28431.01231968 -28432.70856259 -28428.37292204 -28448.53683648 -28428.81886181 -28434.93001719 -28439.75517836 -28427.57440122 -28445.21097903 -28443.62008705 -28445.27438274 -28437.5578288 -28437.61311127] manylnprob(): p[0] = [ 1.33711158e+00 2.22316699e+00 9.47522662e-01 -8.71450984e-03 7.31820617e-03 -1.85439115e-05 9.18797956e-01 8.49387306e-01] main(): current acceptance fraction: 39.8580194064 MCMC took 85.548392 sec Running MCMC mcmc-default-064-015-438.pickle manylnprob(): lnp = [-28443.16438511 -28440.88913683 -28430.67583294 -28429.06308861 -28430.21170426 -28430.03693653 -28441.68304174 -28435.76097224 -28432.15564977 -28430.0175632 -28427.91022992 -28439.36509801 -28429.65902994 -28430.41779979 -28429.23742816 -28446.45335876 -28429.72976918 -28435.44200408 -28431.40136763 -28428.45419997 -28431.53127906 -28429.75702395 -28429.7440589 -28444.29808802 -28431.79488163 -28442.92448949 -28430.56488862 -28429.26694228 -28431.28201857 -28457.73175356 -28430.08845606 -28430.89878334 -28438.10580586 -28430.1517457 -28435.37310768 -28437.71782897 -28430.49154842 -28429.75577784 -28429.42883549 -28429.77116525 -28428.94007414 -28440.02951254 -28432.69827539 -28428.55376782 -28439.73584873 -28442.96667324 -28456.0096207 -28458.53952361 -28428.39932903 -28428.97640907 -28430.20592562 -28429.76352557 -28433.18381765 -28428.4692148 -28430.65017539 -28427.29026875 -28446.302626 -28432.26963942 -28437.59929361 -28441.23024582 -28429.25436587 -28451.98585001 -28437.76543333 -28436.4087465 ] manylnprob(): p[0] = [ 1.32794218e+00 2.20401951e+00 9.34471867e-01 -8.82013651e-03 7.26436852e-03 -8.87501290e-05 9.35951106e-01 8.72915308e-01] main(): current acceptance fraction: 39.8597665148 MCMC took 84.681508 sec Running MCMC mcmc-default-064-015-439.pickle manylnprob(): lnp = [-28439.46663199 -28449.19467933 -28430.73244067 -28434.08769331 -28449.65480025 -28429.2626874 -28428.65054084 -28429.40041625 -28438.11564879 -28429.41260904 -28427.27712755 -28489.70025358 -28430.94138781 -28429.06497961 -28437.73003647 -28429.48659387 -28430.12808626 -28461.00716752 -28430.40782774 -28464.67064258 -28433.10806561 -28439.87310186 -28429.98857108 -28430.21765168 -28428.37259082 -28433.24815473 -28430.13148218 -28428.58439609 -28431.62102246 -28439.69689745 -28429.83208729 -28449.20262161 -28429.58484209 -28432.60997291 -28462.57541061 -28430.6192243 -28428.98467175 -28428.32050664 -28450.62263845 -28438.17590316 -28429.06173147 -28436.37119647 -28453.89602281 -28430.1686082 -28443.44288983 -28459.28119192 -28473.56194033 -28433.019899 -28434.36414955 -28438.30540352 -28428.99731038 -28442.99299566 -28464.93795002 -28428.57244055 -28428.88355838 -28431.78501886 -28442.37544967 -28432.07856384 -28433.55430539 -28438.76270772 -28429.94360694 -28442.2744977 -28428.58810078 -28479.07176713] manylnprob(): p[0] = [ 1.33846896e+00 2.22631184e+00 9.48832479e-01 -8.89637230e-03 6.93449254e-03 -2.24994761e-04 9.16524959e-01 8.59181004e-01] main(): current acceptance fraction: 39.8508522727 MCMC took 85.660382 sec Plotting trajectory traj-default-064-015-440.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-440.png Running MCMC mcmc-default-064-015-440.pickle manylnprob(): lnp = [-28429.13810041 -28444.82438261 -28432.7376252 -28428.36888372 -28429.43484181 -28432.39123417 -28430.49314331 -28429.24690603 -28448.69226787 -28436.82474994 -28428.43468445 -28451.80660528 -28429.74176669 -28429.56641906 -28430.84150898 -28441.83320762 -28429.96148117 -28442.39047561 -28433.18788789 -28429.84410004 -28429.5991779 -28429.41262916 -28429.20407401 -28429.31136631 -28440.27295022 -28433.05722643 -28439.7676176 -28431.2293516 -28444.45512005 -28432.46206507 -28430.06479276 -28428.90436751 -28442.02258246 -28429.12516027 -28468.59972965 -28430.1205224 -28429.18072593 -28429.2051734 -28439.31502538 -28430.92041752 -28428.89565984 -28431.14570228 -28453.21912845 -28440.71186506 -28443.85780176 -28435.4231664 -28430.77023009 -28430.61315821 -28429.02901546 -28439.6579352 -28433.95987288 -28429.74015557 -28461.33413268 -28430.18366835 -28430.40783498 -28431.39591824 -28433.29063535 -28430.93016167 -28447.34413697 -28432.75932271 -28439.43214782 -28440.81091781 -28441.71559618 -28450.95175398] manylnprob(): p[0] = [ 1.33243109e+00 2.21392303e+00 9.41782450e-01 -8.80012503e-03 7.22664869e-03 -9.09894605e-05 9.18291876e-01 8.58984782e-01] main(): current acceptance fraction: 39.8596938776 MCMC took 86.000373 sec Running MCMC mcmc-default-064-015-441.pickle manylnprob(): lnp = [-28428.97613378 -28430.33415631 -28463.29533115 -28431.02000638 -28428.57536843 -28429.78601284 -28431.5522449 -28434.16721169 -28463.46366809 -28428.90870085 -28428.05811487 -28429.34226514 -28434.00853194 -28429.40323968 -28430.45383533 -28427.81493554 -28430.17240386 -28434.2395446 -28439.63570182 -28430.23514225 -28430.05153222 -28429.94167706 -28429.5905373 -28447.02988386 -28428.70511983 -28433.80140898 -28431.97454781 -28429.7316387 -28430.05564201 -28432.08346029 -28429.63154402 -28439.93526561 -28429.77691741 -28433.98256048 -28432.67700911 -28431.25481037 -28428.60338013 -28448.20852176 -28428.96137858 -28428.61771965 -28428.97982752 -28457.89639954 -28430.2943985 -28441.47180614 -28449.31143898 -28430.53503838 -28456.01642181 -28434.67091375 -28436.91036489 -28432.58065511 -28435.69444619 -28430.19490997 -28496.77151584 -28448.81617395 -28433.43410292 -28430.40952086 -28430.43770077 -28430.74861865 -28459.62968724 -28430.58319815 -28427.75195909 -28443.97079669 -28433.12060205 -28439.5355962 ] manylnprob(): p[0] = [ 1.33069123e+00 2.21040140e+00 9.39474458e-01 -8.79651915e-03 7.24707800e-03 -8.59089757e-05 9.16834167e-01 8.57997602e-01] main(): current acceptance fraction: 39.8861708145 MCMC took 84.960977 sec Running MCMC mcmc-default-064-015-442.pickle manylnprob(): lnp = [-28428.89845738 -28431.72428616 -28452.2129348 -28456.94376597 -28429.33758109 -28429.42629991 -28431.18898597 -28430.23794758 -28432.15130968 -28430.31236497 -28428.80263366 -28428.75277539 -28439.06057691 -28430.12193038 -28439.38921995 -28429.36007537 -28432.96864325 -28456.65867128 -28434.17102244 -28431.73803634 -28447.34469995 -28429.71574199 -28443.61285873 -28430.06460364 -28427.68883006 -28452.99387772 -28428.92874257 -28452.40755064 -28441.38377826 -28432.10317337 -28428.7122072 -28437.4984868 -28433.60109124 -28432.17437983 -28435.07743651 -28445.69223612 -28429.53546473 -28429.32194083 -28431.83207932 -28429.02133041 -28428.31093382 -28443.1665216 -28433.55704692 -28428.7698117 -28439.36982636 -28435.97612746 -28428.21684532 -28435.04016705 -28428.61284731 -28432.01939831 -28430.12688095 -28429.73756819 -28449.04481584 -28428.34257862 -28431.35432764 -28429.9298675 -28435.10206008 -28429.55499823 -28431.87619965 -28438.28617118 -28441.06568791 -28447.92275708 -28433.32268067 -28434.83389582] manylnprob(): p[0] = [ 1.33027786e+00 2.20965684e+00 9.38929794e-01 -8.80817661e-03 7.23516193e-03 -9.24638370e-05 9.16627156e-01 8.57676477e-01] main(): current acceptance fraction: 39.9090011287 MCMC took 84.789922 sec Running MCMC mcmc-default-064-015-443.pickle manylnprob(): lnp = [-28428.62878586 -28432.68896381 -28452.6224728 -28441.55452015 -28446.85474151 -28430.00924591 -28445.15244764 -28428.72931355 -28432.55976489 -28432.4703794 -28429.41865398 -28428.60584865 -28434.55461336 -28433.13538182 -28431.27003404 -28447.17952887 -28443.5373684 -28466.06007715 -28429.25133391 -28434.69333675 -28438.96875363 -28434.26737054 -28439.00698314 -28428.15063535 -28427.78749731 -28433.77730915 -28430.11899871 -28429.44750773 -28451.10969083 -28429.61370661 -28431.49808214 -28439.27645688 -28428.10671041 -28432.14119239 -28473.37597864 -28430.79167743 -28435.81662853 -28429.38223124 -28438.16800116 -28432.00926943 -28428.51107349 -28441.81709984 -28441.28536323 -28440.37398732 -28433.30701332 -28440.59232859 -28456.24783695 -28485.02413144 -28429.84196858 -28439.65812879 -28428.82506297 -28439.95077749 -28449.27739033 -28428.35657428 -28431.06004952 -28429.63490786 -28449.5639362 -28428.91340992 -28431.51671011 -28437.86433421 -28432.39394035 -28449.86952029 -28450.43706189 -28440.50383913] manylnprob(): p[0] = [ 1.33029198e+00 2.20976607e+00 9.39121606e-01 -8.79948389e-03 7.25461409e-03 -8.33724993e-05 9.15567008e-01 8.55648577e-01] main(): current acceptance fraction: 39.893018018 MCMC took 85.208741 sec Running MCMC mcmc-default-064-015-444.pickle manylnprob(): lnp = [-28439.35627002 -28448.95183322 -28429.50848125 -28434.19370762 -28428.51596694 -28449.29943398 -28428.76310023 -28430.31766558 -28431.6131186 -28440.53147045 -28438.24097602 -28428.57483445 -28459.20144153 -28441.04804425 -28435.21334563 -28427.12593264 -28436.64919262 -28489.87393038 -28428.58850984 -28431.77311562 -28432.45623382 -28430.69598754 -28436.44776803 -28428.21376428 -28428.78031107 -28431.88689799 -28428.66712851 -28440.5782553 -28430.84009978 -28429.3332534 -28442.110988 -28444.15249578 -28430.74423888 -28444.32318916 -28429.99346423 -28437.40309446 -28428.71900061 -28432.07734034 -28475.48117626 -28429.13937794 -28429.18706895 -28431.29976589 -28432.35748011 -28428.40681063 -28436.77899264 -28431.49578075 -28442.64244419 -28464.49074556 -28432.41844897 -28430.66362893 -28444.13295163 -28439.06560946 -28445.18705244 -28432.02722328 -28430.35775795 -28437.87058192 -28428.8602501 -28431.51004115 -28432.38710754 -28429.39146343 -28428.00610461 -28449.61483025 -28430.64979526 -28429.79732553] manylnprob(): p[0] = [ 1.32939037e+00 2.20752011e+00 9.37039643e-01 -8.76933889e-03 7.33780022e-03 -7.26517006e-05 9.13301142e-01 8.84334622e-01] main(): current acceptance fraction: 39.8876404494 MCMC took 84.919231 sec Running MCMC mcmc-default-064-015-445.pickle manylnprob(): lnp = [-28427.65193756 -28449.50710549 -28432.6303816 -28433.1609642 -28429.2210876 -28429.10135742 -28430.17401794 -28429.06986802 -28445.12098753 -28429.97839671 -28429.28461119 -28430.47040685 -28449.09279774 -28449.95634218 -28430.85229114 -28431.47830736 -28448.57625176 -28429.12873169 -28430.8442201 -28453.96761988 -28434.43246632 -28427.97401665 -28430.66599251 -28428.43334201 -28429.58952905 -28452.00311264 -28428.98709266 -28435.93152555 -28430.95548214 -28443.75733246 -28431.17080698 -28429.79319454 -28433.39286389 -28430.98068638 -28433.2651715 -28439.5678855 -28432.40622755 -28427.73472718 -28429.88646344 -28428.27345488 -28443.5860225 -28448.62480307 -28429.11937073 -28447.5242688 -28431.89313542 -28429.56623913 -28444.45743886 -28431.03806964 -28444.56590116 -28432.05722114 -28433.53769802 -28441.96000292 -28486.54815821 -28432.86546286 -28435.72378376 -28434.48573235 -28429.3862821 -28434.87903421 -28444.58984363 -28433.37379133 -28428.14430636 -28441.32866059 -28453.50716822 -28438.23234877] manylnprob(): p[0] = [ 1.33004579e+00 2.20953423e+00 9.39176832e-01 -8.78932478e-03 7.28397767e-03 -7.08309823e-05 9.16331975e-01 8.55686880e-01] main(): current acceptance fraction: 39.8857903587 MCMC took 85.629309 sec Running MCMC mcmc-default-064-015-446.pickle manylnprob(): lnp = [-28442.35376337 -28429.7459816 -28433.35333518 -28442.82867965 -28442.17238519 -28429.99844839 -28430.18271536 -28428.43047279 -28432.21291103 -28430.04641329 -28428.67535698 -28434.89848489 -28436.36707783 -28445.89387177 -28439.9066012 -28430.1816449 -28444.60980261 -28429.52410375 -28450.17929822 -28431.73291897 -28428.65588895 -28428.34203114 -28430.59163719 -28428.56588019 -28429.4137995 -28430.73805516 -28440.32928523 -28430.68072755 -28429.68580344 -28434.51389502 -28432.09235588 -28429.43424127 -28430.71228799 -28431.09139177 -28444.39702717 -28437.63307355 -28430.65281879 -28428.73436613 -28430.72118193 -28428.66206301 -28436.8661032 -28428.03514882 -28428.9391249 -28430.33457695 -28437.44393476 -28430.12413266 -28427.20058602 -28429.13241573 -28451.39670958 -28442.10598433 -28430.04486565 -28435.84985281 -28431.77113423 -28434.3274684 -28430.79919465 -28435.198733 -28429.51477341 -28428.95435497 -28431.28928649 -28430.2318187 -28439.00935736 -28442.14769018 -28432.21043889 -28429.57647778] manylnprob(): p[0] = [ 1.32749864e+00 2.20456122e+00 9.34836213e-01 -8.88639902e-03 7.15173115e-03 -1.40034347e-04 9.21008187e-01 9.11379661e-01] main(): current acceptance fraction: 39.8874440716 MCMC took 86.314888 sec Running MCMC mcmc-default-064-015-447.pickle manylnprob(): lnp = [-28428.61425471 -28429.86121959 -28429.7286685 -28434.18377483 -28429.10589539 -28449.54865921 -28445.04795413 -28434.49141686 -28438.98757246 -28432.30675552 -28429.34431221 -28428.7982819 -28434.23757873 -28459.2660949 -28437.5044948 -28439.19044199 -28444.35075677 -28452.92258269 -28456.84724924 -28443.91363573 -28428.87359909 -28434.42882609 -28435.51087503 -28429.18985197 -28430.136007 -28452.05370344 -28428.91650633 -28433.875376 -28431.0602136 -28429.20038975 -28430.81297694 -28433.1800196 -28433.32220579 -28429.14719081 -28441.06802692 -28436.74788719 -28441.04739274 -28428.56507915 -28441.40482069 -28427.57310584 -28429.08652567 -28427.97947189 -28430.0089077 -28439.37883447 -28437.12351852 -28429.55607868 -28428.85170102 -28429.69519552 -28431.24697944 -28441.030382 -28428.64508254 -28432.42691064 -28446.23331764 -28461.89027226 -28435.9176769 -28431.5697893 -28428.73959867 -28435.91681938 -28431.23022929 -28429.46794522 -28442.64380758 -28443.31131439 -28434.61068835 -28430.35571265] manylnprob(): p[0] = [ 1.33024667e+00 2.20967925e+00 9.39062760e-01 -8.79987119e-03 7.25473458e-03 -8.33908414e-05 9.15585175e-01 8.55778840e-01] main(): current acceptance fraction: 39.8646763393 MCMC took 84.994976 sec Running MCMC mcmc-default-064-015-448.pickle manylnprob(): lnp = [-28428.55671071 -28429.7405596 -28438.55593456 -28436.16532869 -28428.3603201 -28429.78097943 -28462.90160392 -28429.52224978 -28442.67480355 -28442.98445614 -28428.91055303 -28428.84370825 -28435.19623104 -28443.9804938 -28430.48698271 -28429.70172151 -28465.17214601 -28427.85796968 -28438.30731119 -28457.49372474 -28459.41826901 -28430.46979948 -28430.78814964 -28428.67428435 -28426.95608465 -28428.0240753 -28429.55118969 -28435.30845054 -28430.6827082 -28457.66917681 -28430.87516268 -28445.68154339 -28430.68614692 -28432.52103073 -28454.66936441 -28431.24903795 -28436.86376184 -28428.63119552 -28432.22567621 -28428.44040644 -28428.42143644 -28430.81214153 -28435.42997849 -28429.12268537 -28428.93021497 -28430.01983813 -28430.07636218 -28446.52085142 -28428.38512239 -28446.94681681 -28437.61328629 -28452.35939397 -28432.9896145 -28448.90819035 -28442.68062825 -28431.07076275 -28430.61066998 -28429.34920233 -28428.76886674 -28429.49365487 -28439.96180952 -28445.9079268 -28429.5463387 -28429.29051122] manylnprob(): p[0] = [ 1.33032228e+00 2.20982512e+00 9.39147338e-01 -8.79927169e-03 7.25419975e-03 -8.35869423e-05 9.15584645e-01 8.56092960e-01] main(): current acceptance fraction: 39.8489699332 MCMC took 85.525147 sec Running MCMC mcmc-default-064-015-449.pickle manylnprob(): lnp = [-28430.32124766 -28440.62669472 -28432.31087731 -28467.10402049 -28429.16961072 -28433.31618306 -28432.32579036 -28433.23983614 -28451.62033605 -28437.07741081 -28429.91915619 -28431.84395424 -28430.55823676 -28431.21694728 -28434.24723999 -28428.99043116 -28448.36673608 -28428.89128975 -28428.31079401 -28465.33126837 -28432.03418767 -28429.57212091 -28431.70719741 -28427.86392345 -28429.44521276 -28430.1965549 -28434.01930357 -28435.62996928 -28432.89126791 -28427.75740713 -28446.9877674 -28430.68769445 -28428.93351725 -28436.06583935 -28430.47167139 -28431.18506965 -28427.8828243 -28430.30689013 -28434.1266446 -28431.40576869 -28427.94418505 -28429.38014373 -28444.0570156 -28438.81543126 -28432.08537682 -28428.45402226 -28428.74766903 -28453.86634366 -28428.87267375 -28446.50683054 -28434.35757261 -28429.37185847 -28430.8342565 -28469.23254795 -28440.14186525 -28439.50913712 -28428.40556945 -28457.29206309 -28434.50453915 -28428.4963423 -28429.40846174 -28442.5798882 -28430.66213787 -28443.11387913] manylnprob(): p[0] = [ 1.32896263e+00 2.20693659e+00 9.37174076e-01 -8.84847267e-03 7.17350650e-03 -1.37220469e-04 9.13431653e-01 8.65061269e-01] main(): current acceptance fraction: 39.8576388889 MCMC took 85.727369 sec Plotting trajectory traj-default-064-015-450.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-450.png Running MCMC mcmc-default-064-015-450.pickle manylnprob(): lnp = [-28448.5046138 -28430.37318257 -28430.09000888 -28479.74390803 -28431.48581047 -28447.13828416 -28452.75320897 -28441.53889563 -28432.51065679 -28449.16224123 -28436.98070798 -28428.35030463 -28435.61170498 -28429.81096058 -28428.8422529 -28429.09009966 -28448.35065517 -28431.22658498 -28428.48692636 -28445.09938713 -28434.90964944 -28429.95187772 -28431.75051608 -28431.2188307 -28428.86328289 -28431.55012778 -28429.36591035 -28435.28398163 -28434.82577067 -28429.50670796 -28433.68566712 -28429.59501354 -28433.90971987 -28431.30163772 -28448.68933059 -28430.63373698 -28441.29925043 -28436.82127745 -28429.69908279 -28436.10176285 -28427.41195341 -28446.35072728 -28427.86230906 -28429.90959824 -28428.91164129 -28430.2741419 -28428.84767509 -28435.07553927 -28440.40727015 -28430.28723908 -28434.92572 -28428.8717671 -28431.2000984 -28431.41829555 -28438.40837555 -28437.97842312 -28435.94501801 -28429.21740534 -28431.09606529 -28431.13157372 -28428.36981239 -28443.34370893 -28443.79099014 -28428.37103451] manylnprob(): p[0] = [ 1.31588585e+00 2.18003595e+00 9.19119240e-01 -9.05220988e-03 6.97247610e-03 -2.66074943e-04 9.10138589e-01 8.75497626e-01] main(): current acceptance fraction: 39.8593403548 MCMC took 84.883226 sec Running MCMC mcmc-default-064-015-451.pickle manylnprob(): lnp = [-28447.38474517 -28430.59199328 -28442.80204442 -28432.30233952 -28433.99912282 -28436.08545205 -28446.67624053 -28438.69519637 -28434.83659024 -28444.48688603 -28430.71640181 -28429.71486198 -28432.99812223 -28441.34835135 -28435.09715832 -28436.69919801 -28435.85380745 -28430.31002838 -28432.62175443 -28451.83637535 -28436.43347743 -28439.21772392 -28449.44394169 -28431.68388226 -28431.21750903 -28430.1448362 -28428.95952171 -28430.70775147 -28459.54115743 -28438.08156007 -28441.23982687 -28444.00808893 -28431.56030496 -28455.6226606 -28429.06501032 -28437.96086195 -28456.04961508 -28429.14015255 -28429.46460828 -28428.56387235 -28428.52423965 -28430.68910618 -28430.19794869 -28430.34995539 -28428.51183614 -28430.01969661 -28429.21298716 -28430.89377949 -28428.32887659 -28434.3350179 -28430.10122136 -28428.95199325 -28462.28261975 -28445.0578023 -28433.3411396 -28430.49529832 -28428.66418142 -28434.66982468 -28463.32968725 -28443.53291358 -28428.15882876 -28444.05184572 -28430.85685056 -28429.83633876] manylnprob(): p[0] = [ 1.30668694e+00 2.16132871e+00 9.08355066e-01 -9.04027945e-03 7.24493558e-03 -1.79321918e-04 9.02327908e-01 8.65226824e-01] main(): current acceptance fraction: 39.8506637168 MCMC took 85.532355 sec Running MCMC mcmc-default-064-015-452.pickle manylnprob(): lnp = [-28433.58401659 -28430.31635978 -28434.79623523 -28429.52613329 -28456.12134489 -28462.05645158 -28453.25256743 -28432.87526055 -28436.29402887 -28431.73473163 -28431.76530163 -28432.30040568 -28432.98993465 -28429.7161665 -28429.53702327 -28429.62268594 -28451.58634768 -28428.65404449 -28429.39270124 -28432.71119821 -28433.38840909 -28429.28842854 -28432.59847909 -28429.50570199 -28428.40447943 -28429.95368394 -28429.86622967 -28429.24338155 -28434.8737253 -28431.22394096 -28433.66427715 -28429.95045717 -28430.27896788 -28430.7272588 -28428.04641797 -28430.52841109 -28443.13974337 -28430.67254046 -28431.05229493 -28431.20708338 -28428.25122529 -28433.61867714 -28428.42334931 -28441.81947978 -28428.15477434 -28429.58452618 -28429.11599663 -28430.89335152 -28428.2583627 -28428.38933355 -28437.17138501 -28439.48236095 -28429.99200266 -28428.47942421 -28433.28304113 -28432.89705499 -28438.50894447 -28439.38452838 -28443.11257808 -28428.84583645 -28428.52648041 -28441.77960174 -28437.61072191 -28430.57345351] manylnprob(): p[0] = [ 1.33124823e+00 2.21118229e+00 9.39530544e-01 -8.80544231e-03 7.19655815e-03 -1.32425606e-04 9.16466129e-01 8.71848420e-01] main(): current acceptance fraction: 39.87651766 MCMC took 85.709049 sec Running MCMC mcmc-default-064-015-453.pickle manylnprob(): lnp = [-28428.47843993 -28429.74818815 -28432.35228171 -28433.28453297 -28443.49442951 -28435.55409464 -28449.11481629 -28435.0374081 -28430.95485535 -28436.80608029 -28432.95404155 -28429.48337138 -28431.28847304 -28432.68255315 -28429.84228051 -28435.83491221 -28461.47323621 -28433.54747529 -28427.8761234 -28447.8349912 -28455.10436619 -28430.98057091 -28463.23139014 -28427.95852886 -28429.10065573 -28430.14262729 -28429.49086917 -28430.09521225 -28433.53858569 -28430.99144657 -28434.18445684 -28440.26038668 -28429.34438516 -28433.00568179 -28428.77313281 -28430.56433487 -28430.46632483 -28434.80903562 -28460.69166982 -28429.6239855 -28427.69807294 -28438.09549665 -28428.49645389 -28429.81984463 -28428.99396761 -28433.92397634 -28427.9990806 -28453.06005086 -28428.89313311 -28428.85641316 -28434.57846808 -28429.10491608 -28434.39582991 -28434.55306268 -28447.03150807 -28442.74324316 -28428.8637524 -28430.31412341 -28429.07281693 -28430.15821454 -28428.21381954 -28442.58407834 -28429.4657867 -28438.3466367 ] manylnprob(): p[0] = [ 1.33305664e+00 2.21525244e+00 9.42607383e-01 -8.77335475e-03 7.23435674e-03 -9.11341384e-05 9.17920889e-01 8.61296704e-01] main(): current acceptance fraction: 39.8816079295 MCMC took 85.135503 sec Running MCMC mcmc-default-064-015-454.pickle manylnprob(): lnp = [-28428.74968424 -28439.61509031 -28430.58994302 -28468.31294612 -28450.59419598 -28437.67474503 -28443.56657178 -28468.13365988 -28440.93051501 -28447.01030605 -28432.92234436 -28431.3608183 -28432.31063517 -28431.60064938 -28429.41861007 -28433.06332001 -28458.11023386 -28428.50173988 -28429.88995905 -28449.42189342 -28437.28935844 -28431.25112125 -28429.62970211 -28433.12596835 -28436.22298157 -28446.51665564 -28429.58934731 -28430.70135958 -28455.63631513 -28431.33435252 -28446.78820321 -28432.80771041 -28433.97148969 -28436.0877976 -28441.54668305 -28463.57223286 -28436.67838329 -28431.81352437 -28433.53965788 -28436.68023925 -28428.64192515 -28429.65829282 -28428.10982515 -28440.34285028 -28428.78346386 -28454.99663162 -28428.94530408 -28454.33329999 -28429.94881768 -28428.48254741 -28430.13545918 -28428.21958771 -28478.78574713 -28432.42532543 -28460.56427185 -28429.29741718 -28428.33319155 -28439.96190375 -28457.43101187 -28429.91826526 -28429.41252412 -28450.43195892 -28430.24384052 -28437.95446963] manylnprob(): p[0] = [ 1.33296168e+00 2.21503097e+00 9.42439688e-01 -8.76924023e-03 7.24233982e-03 -8.85348986e-05 9.16633789e-01 8.59942678e-01] main(): current acceptance fraction: 39.8660714286 MCMC took 85.442638 sec Running MCMC mcmc-default-064-015-455.pickle manylnprob(): lnp = [-28428.4460823 -28441.89243506 -28429.73648899 -28460.64129348 -28440.61884909 -28436.88140333 -28429.86403046 -28436.89329347 -28431.6399564 -28441.24095058 -28432.23363588 -28430.18838815 -28452.04065493 -28430.9846774 -28429.79118752 -28429.70391839 -28453.77711604 -28429.84401892 -28447.08326467 -28446.77741419 -28430.76075501 -28431.06946045 -28429.05609033 -28430.99620293 -28437.88576264 -28449.34025081 -28429.50803424 -28429.35208828 -28448.16273522 -28435.75910409 -28452.12861158 -28428.47896123 -28436.69930143 -28428.6193907 -28429.27598834 -28438.71165595 -28451.63702366 -28429.35552126 -28429.3150005 -28430.59575524 -28432.93012058 -28429.17172186 -28432.12385407 -28441.092925 -28428.15552432 -28432.01788957 -28434.08957271 -28430.2916378 -28431.11124867 -28427.8478906 -28428.78415546 -28428.25162902 -28469.78241296 -28427.72879481 -28432.20382767 -28428.79514736 -28431.4875702 -28429.18429028 -28443.86047057 -28432.2540787 -28430.40641505 -28444.1659907 -28432.12668902 -28428.67458327] manylnprob(): p[0] = [ 1.32878601e+00 2.20679121e+00 9.37446054e-01 -8.80554560e-03 7.25660611e-03 -9.33523852e-05 9.20564781e-01 8.50361488e-01] main(): current acceptance fraction: 39.8711622807 MCMC took 85.542744 sec Running MCMC mcmc-default-064-015-456.pickle manylnprob(): lnp = [-28433.0455751 -28428.97599999 -28434.11533439 -28436.03426754 -28432.08607481 -28467.44297541 -28449.68660417 -28467.84946713 -28428.6551383 -28432.46426232 -28439.75043359 -28430.2751794 -28431.18237144 -28435.79447913 -28444.44671628 -28441.84641997 -28432.92827193 -28431.2570522 -28429.73204512 -28447.00121855 -28439.48590511 -28446.95112898 -28428.39799746 -28431.58770866 -28429.47129261 -28429.39362352 -28429.68813284 -28431.87521713 -28463.66691968 -28431.70758638 -28430.94179125 -28428.10238019 -28436.97224594 -28434.00795011 -28431.42976855 -28428.4844468 -28437.19178121 -28441.06180319 -28429.31780066 -28430.17777196 -28432.37154062 -28455.02241351 -28431.02181836 -28428.09651037 -28431.15991913 -28428.97402203 -28434.16085505 -28433.67207641 -28431.17284916 -28429.17357339 -28429.29112099 -28430.60570218 -28433.00905291 -28430.07939068 -28432.36847933 -28431.37914755 -28464.76725738 -28433.30064511 -28428.20364456 -28433.26130203 -28430.0042178 -28466.48039359 -28431.21088422 -28435.49550384] manylnprob(): p[0] = [ 1.33189132e+00 2.21282968e+00 9.40462550e-01 -8.83933526e-03 7.09845864e-03 -1.61003807e-04 9.20338113e-01 8.50673571e-01] main(): current acceptance fraction: 39.8728118162 MCMC took 85.807179 sec Running MCMC mcmc-default-064-015-457.pickle manylnprob(): lnp = [-28427.78458563 -28439.44208565 -28442.31101258 -28429.94115036 -28435.63308634 -28450.45886664 -28442.03280434 -28434.70078233 -28433.5536073 -28451.92406 -28432.84199601 -28428.74245305 -28430.02997934 -28430.68192036 -28434.0720014 -28430.48545337 -28435.26817958 -28429.39121619 -28429.59273251 -28434.14236266 -28465.51840556 -28429.97060654 -28427.93256981 -28430.71475181 -28428.26080307 -28443.96474885 -28432.85710222 -28429.85132376 -28431.49936282 -28435.62559398 -28431.46968397 -28427.95009651 -28429.82279723 -28500.34740978 -28432.73571776 -28429.16098873 -28434.15383531 -28430.77416856 -28428.42761393 -28438.0589009 -28428.46852977 -28442.39961421 -28452.90318059 -28427.48800064 -28430.62596068 -28429.06803232 -28434.90998816 -28430.82109493 -28442.84925983 -28428.95033265 -28430.42906136 -28430.86085181 -28431.42214512 -28430.43086419 -28432.92036293 -28440.33612343 -28444.29253819 -28430.38910503 -28429.42933018 -28453.23882406 -28430.22538037 -28446.11129305 -28432.97638848 -28430.18980914] manylnprob(): p[0] = [ 1.33682933e+00 2.22281980e+00 9.47547110e-01 -8.71281413e-03 7.29943097e-03 -5.62560713e-05 9.15105199e-01 8.56741413e-01] main(): current acceptance fraction: 39.8881004367 MCMC took 85.136477 sec Running MCMC mcmc-default-064-015-458.pickle manylnprob(): lnp = [-28428.74728631 -28429.30867241 -28442.01664209 -28432.35224425 -28431.97622766 -28442.77795042 -28429.80874756 -28429.36707464 -28429.94325911 -28431.50303351 -28431.53182094 -28430.29273252 -28432.80445536 -28437.09830566 -28430.4461158 -28430.1004915 -28435.90319587 -28475.78340984 -28432.96827375 -28448.08268115 -28429.98757119 -28435.43081997 -28428.38265574 -28433.31256221 -28427.33227554 -28434.51729285 -28444.3179207 -28429.37602138 -28447.07422784 -28429.44521983 -28435.67390955 -28427.58770305 -28428.85343488 -28436.27633103 -28436.65335635 -28436.61630798 -28429.93936897 -28454.521443 -28429.55358249 -28450.0813814 -28432.310393 -28429.57999507 -28429.65811991 -28428.11577877 -28435.67909854 -28427.93802568 -28461.58605542 -28430.40890367 -28430.8224497 -28429.57600554 -28429.89095073 -28445.85928729 -28435.78700068 -28433.64804098 -28441.23321544 -28446.51374502 -28430.80165771 -28432.92493436 -28428.26533259 -28430.84267975 -28433.26815718 -28457.19585942 -28430.55640236 -28430.25776068] manylnprob(): p[0] = [ 1.33848176e+00 2.22598496e+00 9.49498359e-01 -8.70180861e-03 7.29017703e-03 -6.38803211e-05 9.14576907e-01 8.55531164e-01] main(): current acceptance fraction: 39.8863017429 MCMC took 84.543448 sec Running MCMC mcmc-default-064-015-459.pickle manylnprob(): lnp = [-28439.63159686 -28429.32868728 -28446.49209783 -28454.64342419 -28438.02875963 -28433.65025725 -28428.02675247 -28432.38478397 -28433.50947518 -28434.05350723 -28437.7246571 -28431.66693065 -28433.16719747 -28428.74537783 -28429.6384901 -28430.38062002 -28433.57390694 -28428.49059597 -28428.87083746 -28429.06192493 -28430.58316487 -28428.84506111 -28433.32988812 -28440.08926699 -28427.97160664 -28444.85428834 -28432.29864122 -28428.60246825 -28445.08881313 -28431.33130238 -28429.95631278 -28439.48886126 -28431.60406125 -28458.82931211 -28437.84360598 -28444.77980895 -28429.42702184 -28433.9987341 -28431.81042949 -28443.90320287 -28430.41957454 -28432.18137089 -28429.61049623 -28427.62402222 -28430.51140565 -28427.86937943 -28469.26480977 -28437.97307542 -28452.55359668 -28435.41568639 -28429.58745171 -28432.98407327 -28442.26181364 -28431.17268889 -28446.19233445 -28428.60791072 -28430.14816612 -28429.6001223 -28431.1184543 -28473.98773246 -28428.51321699 -28434.44892862 -28432.71142877 -28438.12330325] manylnprob(): p[0] = [ 1.34140020e+00 2.23196565e+00 9.53093720e-01 -8.78838613e-03 7.10213313e-03 -1.86004613e-04 9.11864113e-01 8.65425935e-01] main(): current acceptance fraction: 39.8777173913 MCMC took 85.507335 sec Plotting trajectory traj-default-064-015-460.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-460.png Running MCMC mcmc-default-064-015-460.pickle manylnprob(): lnp = [-28450.84980197 -28429.91838091 -28431.73343025 -28430.61173947 -28436.78555889 -28444.69597417 -28428.32420032 -28439.48935198 -28461.70498584 -28429.79435091 -28433.96566436 -28430.17021824 -28431.45928157 -28434.78653057 -28428.26619008 -28429.57106703 -28431.25661056 -28431.82031297 -28429.72784844 -28437.51150338 -28437.30309055 -28430.1177131 -28451.68870708 -28431.26585226 -28430.24944972 -28438.57678665 -28430.26159172 -28431.25093747 -28468.8847654 -28429.42024764 -28431.64936851 -28427.404268 -28435.74075394 -28444.03131453 -28432.38389559 -28443.73642463 -28429.60106769 -28450.09317261 -28429.15342467 -28447.90993024 -28434.34750364 -28432.59636915 -28433.14615896 -28427.97858611 -28428.77680268 -28437.88003803 -28463.87704065 -28430.50318756 -28432.29836224 -28434.82928355 -28429.98246918 -28440.00064522 -28437.67531487 -28430.83268633 -28440.91259816 -28429.46219214 -28431.81287276 -28428.67025438 -28429.38083929 -28432.33998235 -28430.9697094 -28445.43181494 -28438.33375483 -28429.37293345] manylnprob(): p[0] = [ 1.34374152e+00 2.23540447e+00 9.54895786e-01 -8.62992391e-03 7.33629126e-03 -6.84111463e-05 9.09131627e-01 8.65247270e-01] main(): current acceptance fraction: 39.8793383948 MCMC took 85.807157 sec Running MCMC mcmc-default-064-015-461.pickle manylnprob(): lnp = [-28440.92061174 -28429.50120462 -28499.71566215 -28452.23369997 -28443.55580203 -28457.78023853 -28442.55655884 -28437.26754226 -28432.96783764 -28428.13774304 -28432.64992462 -28429.62880935 -28438.71655028 -28431.04078031 -28429.60833845 -28434.84826323 -28430.66903654 -28428.45211495 -28429.80761433 -28434.99133542 -28434.51628069 -28429.29772629 -28437.68293264 -28454.74655244 -28430.60059063 -28430.45118234 -28446.99788561 -28429.23446488 -28441.5514161 -28432.19118818 -28441.31943522 -28433.89708761 -28429.4003207 -28435.0763414 -28446.27360766 -28443.7093079 -28428.78412576 -28432.09415957 -28428.50755878 -28435.35988064 -28430.40065864 -28441.94505706 -28445.78246997 -28435.4740567 -28428.720709 -28430.03941787 -28479.77688002 -28429.07204512 -28433.49489599 -28435.43616541 -28430.69859324 -28430.45956239 -28457.51764804 -28429.95456702 -28432.15877481 -28430.66957941 -28432.39439205 -28428.78260409 -28450.80750591 -28432.26708389 -28433.6132486 -28438.75696218 -28441.14630271 -28432.61564807] manylnprob(): p[0] = [ 1.34676635e+00 2.24257924e+00 9.59672126e-01 -8.67704004e-03 7.21137319e-03 -9.67416618e-05 9.07199601e-01 8.54511700e-01] main(): current acceptance fraction: 39.8978625541 MCMC took 85.016774 sec Running MCMC mcmc-default-064-015-462.pickle manylnprob(): lnp = [-28438.24081074 -28453.17346679 -28428.52101013 -28437.34531423 -28441.09765589 -28429.3807072 -28428.7077837 -28430.87761343 -28440.637416 -28429.28501177 -28439.44988582 -28430.34670595 -28430.42620804 -28429.00631668 -28429.86884408 -28430.21629582 -28429.75120682 -28429.23833203 -28445.80019642 -28428.56100174 -28430.2702484 -28455.78506996 -28448.09546432 -28434.24918855 -28429.28782465 -28429.66040233 -28429.17412246 -28428.60293419 -28431.25962457 -28430.92425762 -28430.6584203 -28427.64968245 -28430.84072322 -28448.21147597 -28429.04192543 -28429.53633614 -28427.70638379 -28442.18728305 -28428.64372636 -28435.47161488 -28447.15691898 -28447.97764034 -28473.2481766 -28427.32762086 -28430.26561246 -28429.66183415 -28449.11559165 -28428.31185942 -28429.39906699 -28434.76085962 -28429.32700448 -28444.37733705 -28430.37595463 -28429.12452853 -28442.16127648 -28477.40121036 -28430.79837323 -28428.5799868 -28428.98499205 -28436.26470836 -28432.22434602 -28456.77804178 -28429.57571127 -28438.10956328] manylnprob(): p[0] = [ 1.33889459e+00 2.22670969e+00 9.49987772e-01 -8.74875569e-03 7.19533221e-03 -1.21557742e-04 9.12220838e-01 8.66494507e-01] main(): current acceptance fraction: 39.8724352052 MCMC took 85.610773 sec Running MCMC mcmc-default-064-015-463.pickle manylnprob(): lnp = [-28441.26459009 -28440.22669031 -28429.74248172 -28435.49621393 -28430.64644296 -28429.16839454 -28428.32084817 -28429.2004425 -28453.99619967 -28432.46706855 -28445.94556622 -28428.4226342 -28447.17304262 -28434.47129358 -28436.1984668 -28435.21707019 -28430.87087298 -28431.97859916 -28429.34461153 -28431.59276582 -28428.28777135 -28431.21961777 -28448.86706349 -28465.77227202 -28444.56364012 -28449.50839905 -28439.95851722 -28428.16571038 -28428.91671917 -28441.93592281 -28439.241391 -28427.98133972 -28436.93131957 -28432.25397117 -28427.88239151 -28439.73466519 -28428.72803206 -28452.34572168 -28427.87286203 -28432.05792587 -28429.10290874 -28444.68472328 -28428.97478813 -28427.80028558 -28439.79118815 -28428.66262957 -28434.90405147 -28429.14182976 -28428.36816567 -28437.81183433 -28431.65199276 -28427.05600173 -28429.04654757 -28436.46910367 -28446.69612914 -28431.53302146 -28428.50862707 -28432.95271178 -28452.54960112 -28461.00082273 -28454.79326449 -28434.02162184 -28430.61716681 -28436.66015529] manylnprob(): p[0] = [ 1.34086786e+00 2.22988544e+00 9.51157198e-01 -8.65959095e-03 7.32054839e-03 -5.56216571e-05 9.14724685e-01 8.79658333e-01] main(): current acceptance fraction: 39.8605872845 MCMC took 85.008302 sec Running MCMC mcmc-default-064-015-464.pickle manylnprob(): lnp = [-28432.98252417 -28428.34782736 -28439.41412986 -28439.80167904 -28431.40387739 -28430.37349667 -28428.60371185 -28446.78692896 -28429.61539371 -28430.70365278 -28448.39207764 -28430.46659355 -28432.39167464 -28429.72030812 -28427.98770523 -28457.85524355 -28428.67131252 -28428.14621573 -28429.87715002 -28428.8944376 -28432.39878468 -28429.21935865 -28429.23033854 -28464.34968896 -28431.24705004 -28445.56233238 -28437.84859855 -28428.43481719 -28428.11596907 -28430.86782601 -28441.33928111 -28427.59816645 -28428.70928079 -28441.84799347 -28429.82779079 -28429.25585642 -28442.51861431 -28433.09229494 -28431.52015178 -28464.18856855 -28428.39960908 -28428.91208407 -28428.28409794 -28427.55377873 -28430.76969769 -28450.11345586 -28448.58081575 -28436.9114324 -28428.0215722 -28429.10595342 -28431.94496397 -28427.55585147 -28431.40717381 -28428.98664084 -28455.97901563 -28440.20406246 -28428.65960214 -28428.87244706 -28429.38032325 -28435.11086009 -28431.37579577 -28465.71108752 -28434.75176424 -28453.66969023] manylnprob(): p[0] = [ 1.34097142e+00 2.23066246e+00 9.52278847e-01 -8.61839605e-03 7.38539586e-03 -1.51589504e-05 9.08910776e-01 8.70333168e-01] main(): current acceptance fraction: 39.8521505376 MCMC took 85.84152 sec Running MCMC mcmc-default-064-015-465.pickle manylnprob(): lnp = [-28428.30280723 -28429.13161707 -28446.65897363 -28430.54984194 -28461.83390166 -28428.75591333 -28429.46324481 -28428.99778247 -28429.75447654 -28430.18642116 -28448.26429866 -28430.74882895 -28429.32605633 -28430.65171189 -28438.49389901 -28431.28883603 -28431.045484 -28433.51305636 -28438.05097644 -28428.86357399 -28445.44664123 -28432.14606843 -28447.99785501 -28456.77041553 -28428.96813958 -28462.01677903 -28431.65935688 -28427.92499288 -28428.79106913 -28429.92333331 -28434.85157806 -28427.91983198 -28431.90993987 -28461.04193651 -28430.42634682 -28436.9040953 -28428.3703564 -28458.65580464 -28430.61611312 -28439.7978666 -28429.15677304 -28429.66157699 -28428.45580757 -28427.74196715 -28428.99885352 -28448.75034832 -28432.79948241 -28429.0107215 -28429.67113986 -28439.15087013 -28429.74833202 -28428.83041241 -28428.89416362 -28431.51110079 -28431.00205674 -28429.98888682 -28429.0982659 -28435.97209562 -28444.11740762 -28431.99058995 -28431.69172071 -28433.81303164 -28448.06669344 -28435.17058682] manylnprob(): p[0] = [ 1.33864487e+00 2.22647289e+00 9.49880201e-01 -8.70049476e-03 7.28177239e-03 -6.20996212e-05 9.15920731e-01 8.52636470e-01] main(): current acceptance fraction: 39.8705740343 MCMC took 87.090618 sec Running MCMC mcmc-default-064-015-466.pickle manylnprob(): lnp = [-28427.77924298 -28431.44748257 -28435.40418852 -28428.74943374 -28430.83011596 -28428.76225521 -28428.1655705 -28430.76199833 -28442.91294406 -28438.22480343 -28431.07927011 -28439.97297936 -28440.94224497 -28429.42944148 -28438.80305895 -28473.39603548 -28429.88136342 -28438.0438421 -28436.02456845 -28427.86790374 -28431.72056631 -28439.58995621 -28439.29674274 -28443.07031744 -28455.26135562 -28429.5988876 -28430.57213854 -28431.42616945 -28428.1870394 -28431.37003857 -28451.89020635 -28428.60748006 -28428.97468468 -28431.97940608 -28428.52137702 -28429.01180701 -28436.6386698 -28444.62353924 -28428.31521697 -28434.76572619 -28429.94312063 -28429.17253632 -28427.39196143 -28433.06520871 -28443.0195516 -28428.50542904 -28429.95595549 -28429.06630222 -28429.10801962 -28430.41043956 -28441.80144376 -28437.68521371 -28450.48047319 -28439.38038106 -28449.32856341 -28439.89927669 -28451.69176893 -28428.11129028 -28429.17143033 -28443.45134091 -28451.2927975 -28431.81245272 -28430.54596606 -28432.58373161] manylnprob(): p[0] = [ 1.33428495e+00 2.21787657e+00 9.44650540e-01 -8.73791354e-03 7.29200287e-03 -6.61384613e-05 9.19478361e-01 8.47164811e-01] main(): current acceptance fraction: 39.8454229122 MCMC took 89.101412 sec Running MCMC mcmc-default-064-015-467.pickle manylnprob(): lnp = [-28431.53446817 -28428.64940053 -28432.31584904 -28430.24232814 -28430.75996235 -28427.91792288 -28429.41749342 -28436.35416157 -28430.87018062 -28429.23671566 -28431.37820753 -28430.5379417 -28429.40396462 -28429.23329734 -28428.85664258 -28431.298059 -28433.00059565 -28435.80101962 -28428.82817419 -28434.46480684 -28437.67689521 -28430.00190527 -28447.01580552 -28429.85217437 -28450.86296734 -28434.09990013 -28442.23824875 -28445.77277447 -28428.23167066 -28430.82290996 -28436.38171804 -28438.65181836 -28428.324871 -28428.17783452 -28429.27050252 -28442.34230955 -28432.90773247 -28441.27273385 -28428.36049886 -28456.77000493 -28428.58385224 -28429.32934749 -28427.93413818 -28428.97731588 -28429.87447747 -28427.8887586 -28447.3218919 -28428.89761267 -28440.82690644 -28454.43022523 -28435.25869302 -28428.77285598 -28447.38325327 -28444.22467789 -28450.57643557 -28440.03246057 -28429.4798522 -28429.30614444 -28432.1072214 -28438.65056981 -28434.16677464 -28430.381601 -28429.472596 -28449.07122299] manylnprob(): p[0] = [ 1.33808556e+00 2.22499726e+00 9.48639932e-01 -8.72669594e-03 7.23178929e-03 -1.03191658e-04 9.15548270e-01 8.66949263e-01] main(): current acceptance fraction: 39.8470886752 MCMC took 92.690106 sec Running MCMC mcmc-default-064-015-468.pickle manylnprob(): lnp = [-28431.46430138 -28430.6224121 -28446.49568435 -28427.77756775 -28428.00578509 -28431.42802317 -28429.45384098 -28431.12015567 -28429.60498228 -28430.54770145 -28429.04558418 -28430.87971192 -28429.14472071 -28449.83227189 -28429.91281225 -28434.53591869 -28428.87027361 -28440.00516943 -28454.83778932 -28449.131728 -28437.87002865 -28430.04736288 -28447.81420303 -28429.98720888 -28449.89364925 -28433.81945356 -28443.85902598 -28428.43602155 -28430.62966438 -28430.43214679 -28430.85267458 -28428.07941342 -28428.68055681 -28428.21323307 -28433.43452553 -28428.59933998 -28454.59118605 -28438.26113645 -28432.4138278 -28428.44585025 -28430.29429774 -28429.13120169 -28428.9079053 -28428.90724578 -28429.07556189 -28429.64404811 -28442.97899185 -28428.79322028 -28428.78321254 -28438.51112595 -28439.91194955 -28428.17809054 -28431.15609383 -28429.88890931 -28433.54563092 -28445.34190592 -28431.99046818 -28431.70303691 -28428.42751346 -28430.00059169 -28429.2529514 -28435.83180124 -28428.97410401 -28430.08987057] manylnprob(): p[0] = [ 1.33839951e+00 2.22567549e+00 9.49100011e-01 -8.72412686e-03 7.23226057e-03 -1.00162947e-04 9.16118893e-01 8.65009951e-01] main(): current acceptance fraction: 39.8587420043 MCMC took 93.352058 sec Running MCMC mcmc-default-064-015-469.pickle manylnprob(): lnp = [-28428.23664863 -28436.82073421 -28445.4601192 -28443.03093698 -28444.22415876 -28428.66948646 -28440.66411186 -28431.18339296 -28430.56091881 -28428.04855727 -28442.28852239 -28451.36776866 -28428.54200695 -28427.81914316 -28438.82850794 -28438.29996126 -28437.16742407 -28438.1805353 -28442.8226593 -28453.75908736 -28437.0210664 -28429.75328929 -28458.29485074 -28435.05931276 -28453.03844554 -28430.30493624 -28429.92435626 -28429.06829401 -28433.97660669 -28439.95577277 -28441.80502679 -28428.01080385 -28428.51312167 -28447.3577982 -28435.54902293 -28428.93981615 -28440.98409984 -28468.36213831 -28450.07103253 -28430.36999763 -28430.35417775 -28427.84532934 -28433.66637902 -28428.07969144 -28429.69631367 -28429.21739904 -28428.35299781 -28432.77263388 -28428.85083803 -28430.44209922 -28439.34340207 -28437.39270514 -28434.40293311 -28429.33448338 -28431.78971165 -28444.23041422 -28440.8171765 -28428.90699706 -28429.09842081 -28448.5760269 -28437.99225998 -28460.14223269 -28435.9343685 -28429.73741708] manylnprob(): p[0] = [ 1.33993788e+00 2.22908006e+00 9.51549857e-01 -8.71703493e-03 7.23679816e-03 -7.14432801e-05 9.14705494e-01 8.63413462e-01] main(): current acceptance fraction: 39.8271276596 MCMC took 89.486365 sec Plotting trajectory traj-default-064-015-470.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-470.png Running MCMC mcmc-default-064-015-470.pickle manylnprob(): lnp = [-28428.04139161 -28429.75158216 -28432.17938216 -28431.69126798 -28428.71367074 -28430.15912932 -28428.79884758 -28432.21865332 -28430.9728332 -28428.11600511 -28445.20954608 -28444.76922073 -28427.67890938 -28429.66376129 -28431.34330407 -28436.76564916 -28428.49442288 -28433.17475847 -28429.94976912 -28431.91377028 -28436.94126055 -28429.98049852 -28451.46048939 -28432.73706844 -28427.65480218 -28429.77742936 -28430.87025144 -28435.86518846 -28437.22738873 -28429.3148549 -28436.20695489 -28427.89206276 -28428.36705792 -28428.20706235 -28429.48876201 -28431.07003363 -28453.83243877 -28461.26313747 -28428.47742158 -28430.5000188 -28434.56976952 -28429.40161252 -28446.19458898 -28428.8189186 -28430.33054316 -28433.00436375 -28430.60944705 -28441.67383769 -28433.94311346 -28439.77726708 -28429.53731501 -28437.49824313 -28430.41446794 -28428.64850163 -28431.50852703 -28454.06402605 -28431.5428321 -28431.9483812 -28429.44593797 -28431.12692061 -28428.92135327 -28432.52529009 -28428.40313786 -28430.12278716] manylnprob(): p[0] = [ 1.33712011e+00 2.22355089e+00 9.47974170e-01 -8.72380765e-03 7.26380079e-03 -5.98866070e-05 9.18955133e-01 8.62909534e-01] main(): current acceptance fraction: 39.8487261146 MCMC took 87.814996 sec Running MCMC mcmc-default-064-015-471.pickle manylnprob(): lnp = [-28445.32819886 -28428.47912877 -28429.83010768 -28431.38158744 -28444.20778297 -28430.57262158 -28435.26193022 -28432.42885107 -28429.98953268 -28433.6754686 -28437.56472549 -28446.54062409 -28429.84812078 -28429.87830088 -28434.98330545 -28442.30554362 -28430.13185707 -28429.17348715 -28441.27418216 -28429.73319357 -28449.55655504 -28428.76069296 -28446.87661866 -28430.50231051 -28431.99568303 -28430.48081489 -28430.02923727 -28433.26087561 -28449.9296668 -28430.17299419 -28435.22146941 -28427.13809448 -28427.71412775 -28430.08354108 -28429.79994583 -28429.13356183 -28430.22596753 -28429.98420486 -28429.8612542 -28428.16581643 -28430.95508515 -28430.86297518 -28435.48190848 -28429.32096658 -28430.47684632 -28428.93074029 -28429.40064449 -28437.70346777 -28434.30831343 -28430.82986485 -28458.73872197 -28428.50520858 -28431.6227626 -28430.06004431 -28429.4981477 -28441.93210282 -28454.1705443 -28431.80868838 -28428.86235244 -28429.75897715 -28429.38310438 -28462.72305163 -28427.64677264 -28441.32062549] manylnprob(): p[0] = [ 1.33957483e+00 2.22752079e+00 9.50276566e-01 -8.77730394e-03 7.08673565e-03 -1.84599292e-04 9.16181001e-01 9.06406938e-01] main(): current acceptance fraction: 39.8470603814 MCMC took 88.893056 sec Running MCMC mcmc-default-064-015-472.pickle manylnprob(): lnp = [-28430.21229528 -28431.40813442 -28456.57832819 -28430.22930737 -28435.06958184 -28443.59385263 -28428.94360165 -28437.75540859 -28435.86782702 -28428.44319274 -28429.41126722 -28429.8374619 -28430.14475605 -28428.52643242 -28431.24532352 -28459.28969188 -28428.72257216 -28433.60847396 -28427.75140198 -28440.0879493 -28431.17793249 -28430.25851994 -28451.87446254 -28438.61250828 -28427.03344316 -28428.92298677 -28428.70845096 -28427.19975938 -28445.98578929 -28430.1849973 -28462.41727068 -28427.17297105 -28428.27890196 -28427.68593623 -28429.230333 -28429.55975283 -28429.11281768 -28446.94289771 -28428.0408632 -28428.61516307 -28429.50994832 -28431.4580971 -28428.20185139 -28442.19886853 -28428.99615538 -28436.63887434 -28432.41628455 -28430.12140218 -28447.22245134 -28442.22680912 -28437.22724221 -28436.7771581 -28431.08787864 -28429.89602579 -28428.56206904 -28430.38950601 -28430.36009657 -28444.72806667 -28434.56253464 -28444.33557388 -28428.39431883 -28431.56510668 -28429.54986017 -28430.95721299] manylnprob(): p[0] = [ 1.33803350e+00 2.22496175e+00 9.48669201e-01 -8.71952838e-03 7.25006205e-03 -8.98653310e-05 9.16420849e-01 8.65109511e-01] main(): current acceptance fraction: 39.8354915433 MCMC took 88.126172 sec Running MCMC mcmc-default-064-015-473.pickle manylnprob(): lnp = [-28428.4545576 -28430.28072513 -28430.61171187 -28430.71370471 -28435.36305342 -28429.49268873 -28430.16093116 -28430.35342024 -28442.21170598 -28429.18738624 -28430.40245341 -28430.24241815 -28430.02388331 -28428.94854976 -28432.69969174 -28457.44582589 -28447.2284525 -28428.80493137 -28427.66844805 -28442.08499697 -28429.00091303 -28430.17841772 -28447.91316902 -28428.54561674 -28437.39121793 -28432.30061261 -28429.34412939 -28426.97582042 -28430.63644165 -28430.10486756 -28439.72366009 -28428.01278243 -28428.87821547 -28430.17466865 -28429.68033877 -28428.6644619 -28428.55079977 -28435.73006653 -28427.23394523 -28436.3261654 -28448.14649428 -28428.86012285 -28440.94921458 -28429.34682377 -28434.31329738 -28439.79102842 -28438.9723716 -28430.37480104 -28429.90602146 -28439.39177392 -28429.39845704 -28427.95687278 -28446.26890495 -28431.15656751 -28442.36925271 -28449.14706762 -28449.48372372 -28432.83227631 -28429.44363389 -28429.30725421 -28431.59487743 -28448.0355963 -28428.08371933 -28430.71230641] manylnprob(): p[0] = [ 1.33652137e+00 2.22209685e+00 9.47108059e-01 -8.73535294e-03 7.25543454e-03 -7.68906333e-05 9.16021202e-01 8.70014683e-01] main(): current acceptance fraction: 39.837157173 MCMC took 90.054082 sec Running MCMC mcmc-default-064-015-474.pickle manylnprob(): lnp = [-28431.85671886 -28431.93670843 -28451.95075805 -28431.03230609 -28432.35378639 -28427.70220201 -28440.67228961 -28430.00747814 -28442.40118322 -28446.78969802 -28430.33686425 -28428.88910418 -28430.01721033 -28433.38056741 -28436.92209724 -28443.93892279 -28443.8151878 -28427.28155094 -28429.04772411 -28428.8288448 -28428.40279488 -28428.37516867 -28448.25893914 -28428.53975526 -28427.46567912 -28430.23914825 -28431.59660279 -28427.0183952 -28430.75874869 -28437.69539715 -28445.24534092 -28428.32635415 -28430.84754618 -28432.28470741 -28429.64316659 -28428.78453946 -28428.94911248 -28443.63830986 -28428.20382798 -28427.75801288 -28444.36555556 -28428.42342967 -28428.29166099 -28432.75096265 -28441.44548218 -28427.80109259 -28430.82495859 -28430.36658527 -28430.85486559 -28443.04710984 -28434.76763306 -28437.32967403 -28436.46704856 -28448.73434928 -28427.902326 -28430.08806919 -28450.68017988 -28431.20006556 -28432.75724834 -28433.42194019 -28430.6471719 -28430.75581436 -28428.9891518 -28434.44763188] manylnprob(): p[0] = [ 1.33726418e+00 2.22430214e+00 9.48048517e-01 -8.79237667e-03 7.11697863e-03 -1.55833980e-04 9.13927314e-01 8.57559108e-01] main(): current acceptance fraction: 39.8256578947 MCMC took 91.122876 sec Running MCMC mcmc-default-064-015-475.pickle manylnprob(): lnp = [-28430.75785714 -28445.28490326 -28444.79398395 -28439.65711973 -28431.48566818 -28455.91084671 -28444.0448511 -28428.58117779 -28435.26422058 -28427.55742878 -28428.72235863 -28428.70822072 -28430.05599763 -28430.94704986 -28432.10584234 -28429.49261426 -28429.21751903 -28427.85345052 -28434.84934341 -28428.86002258 -28428.05586348 -28428.87410039 -28450.24413162 -28430.83375503 -28429.74620086 -28430.60404014 -28446.90215161 -28428.51104301 -28431.55164395 -28429.60883605 -28430.64528246 -28433.8984435 -28430.47699503 -28431.4574321 -28434.88161607 -28428.85454779 -28434.39358029 -28471.27091092 -28427.95236425 -28428.81520213 -28428.33825509 -28433.44186605 -28427.42228375 -28440.50381312 -28469.24626808 -28450.06224936 -28449.11579676 -28429.47338737 -28440.61423969 -28431.32137623 -28434.79463617 -28438.63569665 -28430.34297104 -28436.12022858 -28430.94813434 -28442.41519312 -28449.38681075 -28436.08315201 -28429.20706311 -28437.0900574 -28445.8491401 -28429.98465382 -28428.50315128 -28434.31605992] manylnprob(): p[0] = [ 1.33593731e+00 2.22141301e+00 9.46185928e-01 -8.78425005e-03 7.15198040e-03 -1.34580426e-04 9.15282381e-01 8.54793082e-01] main(): current acceptance fraction: 39.8109243697 MCMC took 88.212632 sec Running MCMC mcmc-default-064-015-476.pickle manylnprob(): lnp = [-28440.07109138 -28442.80410821 -28451.36026212 -28432.47191524 -28428.56934039 -28444.14292497 -28457.45574826 -28431.33548607 -28433.55402979 -28438.32981134 -28429.38028031 -28429.80629435 -28430.6858863 -28430.44947196 -28434.65713184 -28428.63958651 -28427.15008923 -28428.18697184 -28428.46600421 -28441.62200992 -28430.82589058 -28430.16663655 -28450.20318022 -28430.7223016 -28429.06202784 -28441.10981786 -28429.78845797 -28434.9563281 -28448.63518469 -28443.50712283 -28434.76794055 -28429.36097868 -28451.94462778 -28437.40314675 -28428.95338847 -28450.88378368 -28428.89961745 -28459.33649394 -28464.74710237 -28429.19783347 -28430.54726403 -28427.8224726 -28428.29287651 -28441.18886623 -28449.0614187 -28428.82757394 -28441.94586816 -28437.62468985 -28428.79547205 -28464.47641827 -28429.06311699 -28428.4652911 -28433.85624812 -28436.62340366 -28429.16657937 -28448.46694365 -28429.08875137 -28428.21663016 -28429.07818322 -28451.76473028 -28439.91556078 -28430.65277236 -28428.70745518 -28436.40041184] manylnprob(): p[0] = [ 1.33636306e+00 2.22239003e+00 9.46800905e-01 -8.79021377e-03 7.14741616e-03 -1.56566699e-04 9.13476238e-01 8.65687956e-01] main(): current acceptance fraction: 39.7995283019 MCMC took 87.590168 sec Running MCMC mcmc-default-064-015-477.pickle manylnprob(): lnp = [-28440.33482458 -28429.5447383 -28439.96141555 -28437.97421492 -28428.87453492 -28444.60078713 -28440.98411746 -28441.44580037 -28435.69681969 -28428.82372424 -28430.23215229 -28430.20871066 -28433.67791484 -28429.89132617 -28432.49997459 -28435.40651551 -28446.87009479 -28439.79757063 -28453.97928282 -28430.94042774 -28430.49211075 -28429.26204082 -28457.86529575 -28446.87143198 -28427.8356507 -28434.3272435 -28429.90439868 -28428.03063072 -28430.02470301 -28446.14285669 -28430.57516599 -28442.8211562 -28429.12620901 -28436.65879349 -28428.62404487 -28450.02233323 -28428.87561253 -28431.09980901 -28441.49656821 -28436.65750192 -28433.11956378 -28429.54134418 -28428.1555322 -28427.84732422 -28446.96053347 -28441.55935536 -28448.84834647 -28428.48146563 -28437.79768799 -28429.93607308 -28429.17535072 -28437.94274036 -28430.25614054 -28431.16689189 -28433.79812128 -28441.5141602 -28429.19334287 -28430.08380872 -28431.14269574 -28435.41384935 -28430.32276464 -28431.58084129 -28430.20942413 -28457.29661041] manylnprob(): p[0] = [ 1.33620702e+00 2.22205892e+00 9.46584861e-01 -8.78983923e-03 7.15268690e-03 -1.56693581e-04 9.13398126e-01 8.67095595e-01] main(): current acceptance fraction: 39.778373431 MCMC took 85.460725 sec Running MCMC mcmc-default-064-015-478.pickle manylnprob(): lnp = [-28441.10236903 -28428.36861197 -28428.51454705 -28429.48056239 -28435.86752547 -28438.02857461 -28439.97100019 -28429.42342647 -28432.07388185 -28431.50643051 -28437.58221107 -28429.36075649 -28448.06169977 -28430.03786671 -28430.80969118 -28428.78993123 -28429.67827197 -28429.81421019 -28427.69740075 -28430.10118453 -28431.72418663 -28450.6245625 -28429.64374684 -28461.05236 -28428.80717554 -28430.92155181 -28436.43823751 -28427.74077889 -28445.38500566 -28439.4103765 -28443.07715991 -28437.30971442 -28440.54974507 -28461.98708689 -28427.46529514 -28429.43300046 -28432.43509939 -28429.83721315 -28428.17859409 -28429.45163086 -28429.98531042 -28431.67200709 -28427.55324548 -28429.56731876 -28472.52119566 -28429.68737209 -28428.7297633 -28431.35666116 -28438.79253572 -28455.5016755 -28431.78626888 -28428.04715727 -28431.47923716 -28430.34781001 -28429.91208805 -28444.89370478 -28450.87894679 -28436.99963009 -28430.83451383 -28442.43720982 -28429.75781479 -28431.55842278 -28429.08698973 -28431.48307679] manylnprob(): p[0] = [ 1.34051850e+00 2.23115185e+00 9.52164704e-01 -8.80234255e-03 7.04927128e-03 -1.83740579e-04 9.12174139e-01 8.56353145e-01] main(): current acceptance fraction: 39.7931889353 MCMC took 85.079261 sec Running MCMC mcmc-default-064-015-479.pickle manylnprob(): lnp = [-28430.00436228 -28429.5882344 -28446.92027629 -28429.53306891 -28428.74454096 -28445.0015406 -28428.72776669 -28429.09675597 -28431.8275054 -28431.76916319 -28447.3615817 -28428.94819585 -28430.65900572 -28435.57825681 -28433.14595141 -28432.74918422 -28429.37795225 -28429.88392965 -28428.2916504 -28430.30612209 -28428.83180062 -28446.1926493 -28448.39330438 -28429.72937829 -28437.58117186 -28444.00984511 -28435.60090695 -28429.06047512 -28431.11111684 -28429.60967602 -28429.14555526 -28428.8568732 -28450.78790415 -28443.90126908 -28428.9059633 -28453.66000959 -28429.66761992 -28429.35750488 -28428.19564295 -28430.81541074 -28432.00355349 -28429.64713253 -28431.71095749 -28454.13085252 -28429.057669 -28429.71446223 -28432.23396453 -28478.01312754 -28449.0024613 -28431.45904028 -28428.32589742 -28437.35056021 -28447.08354557 -28434.31533498 -28432.94230638 -28442.70016895 -28428.55672753 -28429.79690305 -28432.85529475 -28432.59129487 -28428.99272261 -28428.70464526 -28449.29425539 -28475.92898974] manylnprob(): p[0] = [ 1.33630282e+00 2.22219140e+00 9.46792029e-01 -8.78779403e-03 7.14691014e-03 -1.37479609e-04 9.14669948e-01 8.54671586e-01] main(): current acceptance fraction: 39.8046875 MCMC took 85.712193 sec Plotting trajectory traj-default-064-015-480.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-480.png Running MCMC mcmc-default-064-015-480.pickle manylnprob(): lnp = [-28448.88169333 -28435.28595345 -28429.37543409 -28429.50604393 -28443.22708771 -28427.90556375 -28430.19650274 -28429.6468467 -28432.12417493 -28428.15528456 -28431.16174318 -28428.63287961 -28430.70199148 -28430.62093586 -28431.78287141 -28435.6742567 -28429.84867594 -28427.85442739 -28429.66432782 -28430.42508582 -28427.45180943 -28429.27748164 -28431.28279357 -28429.66203996 -28430.92640119 -28430.45601385 -28435.90084593 -28427.74155287 -28437.97827625 -28432.62915091 -28429.20360281 -28429.54612022 -28449.33724624 -28437.67132951 -28432.37250263 -28434.02177227 -28484.53854028 -28439.15094342 -28427.98011465 -28435.01786255 -28428.15983574 -28435.26201324 -28435.42543499 -28430.63997231 -28430.70208629 -28428.3616224 -28432.7529209 -28449.02499669 -28446.64680875 -28430.21513546 -28431.63896907 -28437.70417684 -28431.59404143 -28431.19969019 -28429.24105107 -28430.69287469 -28429.23599226 -28428.55151831 -28430.56650198 -28433.957424 -28429.11598373 -28429.62352544 -28447.04545771 -28430.9998595 ] manylnprob(): p[0] = [ 1.33848532e+00 2.22660575e+00 9.48856286e-01 -8.79831698e-03 7.06780289e-03 -2.06583363e-04 9.15653302e-01 8.34098122e-01] main(): current acceptance fraction: 39.8258835759 MCMC took 85.652715 sec Running MCMC mcmc-default-064-015-481.pickle manylnprob(): lnp = [-28429.02526436 -28430.12617579 -28431.87213122 -28429.87920138 -28431.95276556 -28431.60589145 -28429.71905896 -28429.51537077 -28444.92454036 -28430.34244024 -28430.26645367 -28442.17212422 -28439.40360362 -28431.82552256 -28432.04147615 -28436.10803059 -28432.37637751 -28429.7129534 -28430.26324314 -28433.96244782 -28429.38703662 -28436.36984149 -28449.35134537 -28445.0722244 -28445.35209853 -28432.66460111 -28435.88376246 -28427.47018675 -28435.34062545 -28437.35782156 -28430.83311507 -28433.96690249 -28432.74289774 -28429.09961425 -28434.51060934 -28456.312454 -28451.61503154 -28428.14534138 -28443.12507311 -28430.79535317 -28428.65136704 -28428.49084786 -28429.28089686 -28441.89014439 -28435.93592773 -28439.95262064 -28432.41728518 -28429.12624756 -28435.33125734 -28428.73459434 -28457.33395144 -28438.6191446 -28429.90632521 -28429.35139185 -28428.98621613 -28443.62773498 -28428.1185249 -28432.37525356 -28430.16326467 -28467.99049453 -28434.65238233 -28432.92860712 -28430.09678793 -28431.01123111] manylnprob(): p[0] = [ 1.33415781e+00 2.21778681e+00 9.44241372e-01 -8.73983718e-03 7.29240471e-03 -6.81618702e-05 9.13141773e-01 8.44417807e-01] main(): current acceptance fraction: 39.8340248963 MCMC took 84.951207 sec Running MCMC mcmc-default-064-015-482.pickle manylnprob(): lnp = [-28428.19450222 -28435.48322819 -28431.63266353 -28434.77326303 -28433.67427786 -28431.56936027 -28436.07511906 -28449.27871058 -28446.23299664 -28433.98642952 -28433.67582109 -28429.464384 -28430.83734215 -28446.30453802 -28438.77106658 -28431.92385561 -28446.40578163 -28432.89985691 -28447.90322682 -28453.0448112 -28429.32341369 -28441.24613963 -28429.96809746 -28428.46652806 -28428.04610331 -28442.39915234 -28434.90821508 -28427.70065865 -28454.78258323 -28431.16466182 -28445.46019873 -28428.21365713 -28433.57127272 -28431.01125012 -28433.59683072 -28431.67696788 -28431.58589757 -28435.64958225 -28428.87898025 -28436.7106845 -28428.1204346 -28428.50399452 -28453.15076611 -28431.39870445 -28458.82752782 -28428.42576392 -28437.14895977 -28432.06002498 -28429.06918128 -28430.78073973 -28443.62308064 -28438.79693404 -28459.46675516 -28430.11955797 -28428.42892569 -28442.7963696 -28429.04204749 -28429.36531339 -28431.57298465 -28431.58002068 -28428.40257421 -28431.7660319 -28429.62765041 -28430.76532133] manylnprob(): p[0] = [ 1.33555691e+00 2.22066547e+00 9.46059779e-01 -8.72736421e-03 7.29834270e-03 -5.39046155e-05 9.18869588e-01 8.54563260e-01] main(): current acceptance fraction: 39.8194875776 MCMC took 85.6912 sec Running MCMC mcmc-default-064-015-483.pickle manylnprob(): lnp = [-28442.42354885 -28430.58522914 -28453.32927631 -28439.41354816 -28431.08482376 -28443.13848684 -28435.06701423 -28429.68608927 -28444.39991577 -28428.41866047 -28451.71261386 -28427.83474632 -28428.78284807 -28429.71294779 -28434.69805862 -28432.5527902 -28432.27140933 -28433.73106651 -28456.45075058 -28440.5104213 -28430.00930972 -28429.41718371 -28433.44905884 -28430.16741172 -28428.55738743 -28433.66703738 -28430.91108114 -28427.59056019 -28431.64863823 -28455.70314069 -28433.39365655 -28434.79355751 -28454.30181029 -28437.94447705 -28445.57034178 -28429.37439907 -28430.13781093 -28440.32737721 -28428.02214914 -28430.62645913 -28429.35462779 -28429.36337199 -28434.30856606 -28429.60575236 -28429.01008495 -28429.41964118 -28461.0074216 -28432.40765873 -28431.72295624 -28429.79670357 -28456.41309509 -28436.49117462 -28459.19553617 -28429.45282607 -28428.9472206 -28444.76184345 -28427.39190483 -28430.0258686 -28428.48334159 -28433.97652921 -28429.11201358 -28429.65012785 -28430.92741231 -28431.7870554 ] manylnprob(): p[0] = [ 1.33042921e+00 2.21063566e+00 9.39299911e-01 -8.91348309e-03 6.99730792e-03 -2.43073524e-04 9.01619348e-01 8.70008382e-01] main(): current acceptance fraction: 39.8082386364 MCMC took 85.891184 sec Running MCMC mcmc-default-064-015-484.pickle manylnprob(): lnp = [-28451.84435568 -28429.68409642 -28430.20315104 -28429.56249582 -28433.65265234 -28444.23738108 -28431.30371875 -28433.77908358 -28478.45582197 -28436.66250643 -28447.81483541 -28432.55962925 -28439.26826626 -28431.67832724 -28438.08676977 -28439.80797171 -28447.67916441 -28433.31399501 -28429.86857067 -28429.90101713 -28430.16604561 -28428.52527288 -28429.66663409 -28430.28762729 -28428.98259223 -28446.26640922 -28429.37078339 -28428.52971961 -28429.07809188 -28437.79544962 -28431.49845955 -28437.1273567 -28449.50411683 -28454.40515626 -28455.13749361 -28430.15707591 -28460.8319866 -28429.29328769 -28439.97741294 -28435.76161328 -28434.17449161 -28428.25310448 -28430.2474786 -28437.81211877 -28428.79934567 -28440.97265049 -28433.31988318 -28432.95964181 -28449.96924374 -28435.65906403 -28443.08861669 -28428.0617525 -28431.71682605 -28428.83270026 -28431.8442881 -28430.62353603 -28428.39287656 -28430.69502664 -28430.29684475 -28440.97383861 -28438.20245338 -28430.6107611 -28430.83667559 -28431.08464994] manylnprob(): p[0] = [ 1.32810311e+00 2.20600714e+00 9.35570649e-01 -8.92072194e-03 7.00133575e-03 -2.50173755e-04 8.98176124e-01 8.78725120e-01] main(): current acceptance fraction: 39.8195876289 MCMC took 85.067301 sec Running MCMC mcmc-default-064-015-485.pickle manylnprob(): lnp = [-28443.48545279 -28429.50260969 -28443.09866206 -28435.95033137 -28429.98435174 -28466.27499203 -28436.72175815 -28450.42915717 -28428.40074156 -28430.1984998 -28431.36171443 -28429.20674859 -28430.74987999 -28447.88167373 -28429.76028102 -28432.5387099 -28431.70314136 -28430.68521474 -28445.67065011 -28439.17297258 -28428.6194997 -28429.49340572 -28428.84281913 -28429.37609367 -28428.73404448 -28443.13980197 -28428.87137814 -28430.54415475 -28429.89250884 -28437.78467635 -28430.80312203 -28438.05920229 -28447.48242036 -28432.06471573 -28449.38334116 -28445.17035841 -28431.62797117 -28429.6932647 -28435.14201997 -28437.79949325 -28429.31881011 -28427.98270946 -28449.23504927 -28428.48341482 -28438.64108921 -28428.75485752 -28430.27668393 -28444.93975566 -28431.70345885 -28429.00256097 -28433.17442967 -28427.81031664 -28434.99383859 -28430.14783209 -28443.23646777 -28446.90242715 -28438.70445812 -28476.7628386 -28428.22681218 -28438.76884003 -28436.06065747 -28430.56623897 -28432.40750589 -28433.53184035] manylnprob(): p[0] = [ 1.33867929e+00 2.22690538e+00 9.49294379e-01 -8.82805667e-03 7.00241119e-03 -2.14399885e-04 9.12540648e-01 8.73585896e-01] main(): current acceptance fraction: 39.8083847737 MCMC took 84.659352 sec Running MCMC mcmc-default-064-015-486.pickle manylnprob(): lnp = [-28429.97677101 -28429.57306501 -28427.99606553 -28431.05337654 -28433.39384214 -28447.12059912 -28435.17005942 -28462.42664863 -28430.99431233 -28449.09186388 -28431.36164223 -28433.51227727 -28437.03434136 -28429.89375434 -28437.9766708 -28451.59744006 -28439.80452571 -28451.38400272 -28464.46829464 -28440.29704459 -28428.61158025 -28431.92229241 -28431.14491092 -28430.26505539 -28437.05607648 -28450.71385359 -28428.89766091 -28431.0814807 -28430.13515311 -28440.1515732 -28430.77017285 -28434.25088246 -28452.77351759 -28451.16410347 -28448.94927772 -28427.9495454 -28431.08662605 -28429.66453304 -28427.72202855 -28428.87628507 -28428.53770521 -28428.85824194 -28431.14029139 -28429.56760308 -28447.31763959 -28439.83106873 -28432.68400698 -28449.37468047 -28441.19947363 -28430.49583531 -28431.14062766 -28438.02489337 -28430.46833265 -28430.16055233 -28429.2705568 -28428.52055373 -28428.11891 -28431.79234999 -28438.00898805 -28431.69335262 -28428.22073443 -28443.11541433 -28432.21754759 -28446.1589591 ] manylnprob(): p[0] = [ 1.33126576e+00 2.21199850e+00 9.40350956e-01 -8.84368843e-03 7.12637301e-03 -1.60419594e-04 9.17345948e-01 8.54378655e-01] main(): current acceptance fraction: 39.8068531828 MCMC took 85.42958 sec Running MCMC mcmc-default-064-015-487.pickle manylnprob(): lnp = [-28444.023305 -28429.00310616 -28428.82770317 -28428.79103963 -28441.3298491 -28441.83981081 -28454.96406549 -28440.70620704 -28430.58787974 -28427.98616174 -28436.04245319 -28473.93412518 -28430.51687129 -28430.81739615 -28431.4259971 -28429.67655429 -28454.40547717 -28429.24504863 -28430.23105777 -28455.99988461 -28428.71044897 -28433.49113002 -28436.01931345 -28431.3940904 -28429.91427142 -28431.35933151 -28440.27349012 -28428.59049615 -28442.31623237 -28432.55324792 -28439.78490815 -28436.55154285 -28450.66098238 -28429.77276195 -28429.06309862 -28429.12129625 -28435.410471 -28435.60696221 -28428.07690918 -28428.31163615 -28428.57351301 -28436.33087539 -28430.04496239 -28429.04751068 -28428.52516367 -28429.78597487 -28445.61999757 -28468.52511635 -28435.64526817 -28429.56741815 -28428.2983404 -28434.90289516 -28431.980032 -28440.52049888 -28428.39355892 -28432.49331061 -28432.21673272 -28439.46937892 -28460.06043353 -28451.17245312 -28430.92914082 -28430.04459742 -28432.12049069 -28440.7517666 ] manylnprob(): p[0] = [ 1.34458055e+00 2.23941275e+00 9.57142633e-01 -8.85633009e-03 6.84618530e-03 -2.74030309e-04 9.15653683e-01 8.37089480e-01] main(): current acceptance fraction: 39.7989241803 MCMC took 85.157985 sec Running MCMC mcmc-default-064-015-488.pickle manylnprob(): lnp = [-28440.49607904 -28429.83366482 -28430.04397524 -28429.95022475 -28436.37076127 -28427.98429677 -28437.48647963 -28435.79267636 -28430.31504135 -28431.31199359 -28428.77078758 -28428.89724659 -28430.42275956 -28452.72096672 -28447.44609037 -28442.61563969 -28441.96566298 -28438.59928825 -28447.59457807 -28467.9493575 -28436.19144906 -28432.85076375 -28431.52764976 -28431.17602437 -28428.05144483 -28429.91660836 -28436.87693824 -28428.53010029 -28430.38870131 -28432.00559268 -28430.02177421 -28436.71606298 -28442.82134898 -28430.91768322 -28428.5644943 -28437.97021888 -28428.67589008 -28438.11868185 -28428.78791932 -28431.53527964 -28427.47324561 -28429.2001746 -28430.11218492 -28438.36588699 -28433.70334661 -28443.93129118 -28444.26313824 -28433.96247074 -28448.94609504 -28429.77373362 -28429.01053905 -28436.98151389 -28435.13150346 -28435.62143635 -28432.78926895 -28428.46567081 -28434.25384946 -28433.36529183 -28443.62872528 -28438.8820434 -28430.36954735 -28430.19835661 -28432.12811287 -28430.34342997] manylnprob(): p[0] = [ 1.33425021e+00 2.21839055e+00 9.44225261e-01 -8.85286523e-03 7.05937967e-03 -1.94343242e-04 9.08032737e-01 8.60881891e-01] main(): current acceptance fraction: 39.8006134969 MCMC took 85.068565 sec Running MCMC mcmc-default-064-015-489.pickle manylnprob(): lnp = [-28429.26534957 -28429.71153216 -28429.98373875 -28429.18301954 -28431.70766841 -28430.24842818 -28451.28428941 -28497.62800718 -28430.72262524 -28431.60925444 -28428.77537709 -28445.13378948 -28430.004013 -28430.46665228 -28429.84058911 -28429.45059688 -28430.14125754 -28457.34448691 -28429.15706051 -28444.35278337 -28430.84472807 -28458.17335773 -28465.04107431 -28430.33324031 -28430.48360725 -28430.00513898 -28429.74889526 -28433.86414476 -28430.47120711 -28446.33234915 -28446.73241248 -28435.98296335 -28430.62004981 -28438.04159041 -28427.74245047 -28430.41539392 -28444.01668255 -28441.69908089 -28428.86851618 -28430.33787087 -28428.36941595 -28435.17396732 -28457.70140578 -28431.3532251 -28436.02487109 -28428.86710187 -28454.82247796 -28442.6509391 -28429.52833452 -28429.13392388 -28428.06098526 -28439.23746819 -28430.62196836 -28430.14776561 -28442.2312706 -28428.62211383 -28435.05757467 -28432.80377099 -28446.31217678 -28446.87711853 -28440.18949371 -28430.60521019 -28432.04056939 -28443.7137727 ] manylnprob(): p[0] = [ 1.33897827e+00 2.22782446e+00 9.50469219e-01 -8.76079002e-03 7.14021305e-03 -1.18068849e-04 9.14286755e-01 8.50109700e-01] main(): current acceptance fraction: 39.7927295918 MCMC took 86.078467 sec Plotting trajectory traj-default-064-015-490.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-490.png Running MCMC mcmc-default-064-015-490.pickle manylnprob(): lnp = [-28440.15327715 -28432.65979853 -28448.87207933 -28433.22195131 -28433.76138226 -28434.41351139 -28429.13284687 -28441.41516679 -28429.07121248 -28434.45996733 -28428.04681816 -28428.18112876 -28429.08483944 -28436.57872854 -28430.95641855 -28429.75173227 -28429.54205411 -28433.88892053 -28449.74707206 -28443.15770497 -28428.81464182 -28447.81660077 -28431.30638552 -28431.55631507 -28430.17722861 -28429.66200979 -28433.16985135 -28427.6069775 -28448.80185849 -28429.68826789 -28428.50401497 -28447.87796183 -28429.55803032 -28436.99545316 -28436.52910138 -28431.24556191 -28431.96816068 -28469.27240578 -28428.8108648 -28428.5492187 -28428.48002532 -28436.40421801 -28432.82843308 -28429.42015346 -28429.67583983 -28427.71011508 -28429.1179396 -28431.42701632 -28445.06810779 -28430.79514448 -28428.06429097 -28442.69300211 -28472.18808735 -28432.17465677 -28447.5465234 -28428.26572338 -28429.22238065 -28429.60227123 -28428.25716394 -28431.40742027 -28428.69228839 -28430.52315087 -28430.36660006 -28431.86955315] manylnprob(): p[0] = [ 1.33785855e+00 2.22530670e+00 9.48545218e-01 -8.78817486e-03 7.12225487e-03 -1.59787026e-04 9.17094324e-01 8.54237474e-01] main(): current acceptance fraction: 39.7912423625 MCMC took 84.812813 sec Running MCMC mcmc-default-064-015-491.pickle manylnprob(): lnp = [-28431.95990655 -28427.88417482 -28429.86146906 -28427.89752206 -28474.12136294 -28432.67217212 -28428.23544212 -28459.92682016 -28438.95284727 -28467.00471319 -28429.71898027 -28428.85651325 -28430.64619543 -28430.24343887 -28429.40199671 -28433.52335829 -28429.78397812 -28437.93147233 -28456.36463378 -28448.72717015 -28449.93388908 -28431.57252753 -28445.10778981 -28444.40480121 -28439.18787664 -28431.20369628 -28443.05569184 -28428.59269201 -28428.24040964 -28436.63164512 -28428.46066522 -28428.68306796 -28449.59911508 -28431.85193768 -28441.09943538 -28441.73008529 -28433.03595242 -28432.24300325 -28427.96184584 -28431.00936177 -28429.68816029 -28428.56574594 -28430.36905413 -28429.58407589 -28452.47021665 -28441.49215062 -28439.20716096 -28431.02474839 -28430.73717223 -28436.14444237 -28440.6483511 -28441.83181806 -28432.84485219 -28428.76749782 -28452.03272141 -28434.23941801 -28429.89650038 -28430.57219089 -28427.99841213 -28429.95951362 -28430.42139287 -28436.33737624 -28429.93249322 -28432.03171192] manylnprob(): p[0] = [ 1.33666249e+00 2.22300180e+00 9.47237373e-01 -8.80784484e-03 7.09214269e-03 -1.66823608e-04 9.12773869e-01 8.60722456e-01] main(): current acceptance fraction: 39.7865853659 MCMC took 85.428771 sec Running MCMC mcmc-default-064-015-492.pickle manylnprob(): lnp = [-28430.63209337 -28428.40055581 -28444.97186326 -28439.01335883 -28442.66442396 -28429.62123625 -28446.04162712 -28459.29486146 -28432.08034334 -28429.80494497 -28437.05148408 -28427.78958919 -28430.83901327 -28430.01605931 -28431.75937676 -28436.0495666 -28438.61302949 -28464.22891102 -28428.93948349 -28440.57674999 -28428.87870387 -28435.24429231 -28431.47133492 -28432.64105017 -28438.13681335 -28430.32855988 -28437.52371083 -28433.07204809 -28431.27569201 -28430.37711026 -28428.06800035 -28435.2302398 -28448.27532973 -28429.57208877 -28429.00581486 -28446.09066844 -28438.01517704 -28486.80946845 -28435.22377515 -28448.0819385 -28442.43884867 -28429.35081891 -28448.34210001 -28451.7556245 -28431.72791066 -28430.02264432 -28431.7152448 -28430.17954497 -28437.22883639 -28430.56210776 -28446.30876543 -28427.74767635 -28444.46694839 -28432.73344701 -28428.54744352 -28427.8950417 -28429.90182663 -28437.20386267 -28439.64713349 -28433.57436555 -28428.78408312 -28434.38545156 -28430.65701851 -28432.02596234] manylnprob(): p[0] = [ 1.33471379e+00 2.21899585e+00 9.44671461e-01 -8.81272854e-03 7.12506000e-03 -1.54075494e-04 9.14363744e-01 8.54459441e-01] main(): current acceptance fraction: 39.7787778905 MCMC took 87.12094 sec Running MCMC mcmc-default-064-015-493.pickle manylnprob(): lnp = [-28430.9506187 -28428.780273 -28430.09928606 -28436.14657409 -28461.70998322 -28428.26633008 -28428.69072228 -28433.05281905 -28428.39116741 -28448.15595661 -28430.03584683 -28428.86345844 -28429.30845979 -28430.31707388 -28434.25764445 -28442.61761564 -28441.77822539 -28448.48919499 -28428.92213148 -28441.7125617 -28438.19828248 -28433.96547244 -28442.16687198 -28436.56223636 -28428.18577983 -28428.64807166 -28429.51200157 -28428.36269839 -28435.32148415 -28429.68620231 -28429.52991658 -28436.08450099 -28430.84263664 -28429.99962871 -28430.63595246 -28429.04093294 -28438.85822501 -28445.41456118 -28428.48223228 -28429.55097367 -28428.89423271 -28430.73526885 -28428.89425106 -28448.13428911 -28438.58748713 -28427.51966097 -28449.86606174 -28429.7036674 -28428.53251639 -28437.33238638 -28428.46964617 -28428.01046174 -28485.909922 -28442.5596039 -28427.76495291 -28431.40422626 -28441.80910595 -28456.07443496 -28439.54095971 -28439.09032746 -28438.99475316 -28434.04655599 -28431.93846973 -28433.49393664] manylnprob(): p[0] = [ 1.33485930e+00 2.21931091e+00 9.44857394e-01 -8.81375308e-03 7.12018993e-03 -1.56385914e-04 9.14139393e-01 8.54482774e-01] main(): current acceptance fraction: 39.7678390688 MCMC took 89.331433 sec Running MCMC mcmc-default-064-015-494.pickle manylnprob(): lnp = [-28429.75975028 -28429.08467716 -28452.01917796 -28432.49632414 -28446.74245588 -28427.85731112 -28427.49394218 -28439.19871373 -28428.41865264 -28429.59510243 -28432.20683246 -28431.68597149 -28429.99374875 -28432.29965664 -28433.01559464 -28429.19520479 -28428.24297076 -28432.53845471 -28429.17165266 -28439.90417646 -28428.58051115 -28436.01908236 -28437.0689864 -28444.93520753 -28429.68198775 -28456.86987642 -28437.97131893 -28450.43451481 -28430.88471546 -28429.40701554 -28428.50572945 -28444.11451623 -28429.66683299 -28430.62199418 -28430.17700403 -28431.02212394 -28430.74919621 -28435.40923482 -28434.39743339 -28428.56310471 -28428.90621864 -28427.92546961 -28435.65739814 -28428.87274351 -28437.10958929 -28428.1559089 -28431.38144431 -28437.3009907 -28429.94101764 -28429.35253015 -28435.2743858 -28437.20152002 -28429.23750002 -28436.25597013 -28427.93587319 -28439.00151872 -28436.55256583 -28436.72710736 -28430.79551764 -28429.49173958 -28432.72041308 -28429.68070386 -28447.48578018 -28435.17789828] manylnprob(): p[0] = [ 1.33592398e+00 2.22151164e+00 9.46396997e-01 -8.79429265e-03 7.15559305e-03 -1.35128852e-04 9.14232642e-01 8.51536023e-01] main(): current acceptance fraction: 39.7821969697 MCMC took 86.452235 sec Running MCMC mcmc-default-064-015-495.pickle manylnprob(): lnp = [-28441.60939948 -28433.41253647 -28444.43918529 -28428.77947013 -28443.55144744 -28436.3164277 -28427.39800468 -28429.74275351 -28428.34645565 -28434.9779797 -28449.61104584 -28428.6136494 -28429.48985955 -28437.86149302 -28456.84908275 -28428.48167762 -28428.13935587 -28442.80225596 -28429.42940285 -28441.21248416 -28428.31837059 -28438.41897998 -28443.04965313 -28428.96653877 -28433.35434839 -28428.50192131 -28428.44880155 -28432.22299667 -28428.15722907 -28430.23564773 -28438.86899886 -28433.24766514 -28430.52861024 -28443.64107916 -28437.51354551 -28429.88782384 -28460.14195146 -28438.52144315 -28427.97913112 -28460.46350749 -28435.69060434 -28430.63465824 -28436.31907186 -28443.75745364 -28436.81593827 -28431.19552594 -28433.52538133 -28429.27604013 -28430.84870351 -28435.63652145 -28439.62824872 -28428.45144365 -28431.28799787 -28439.35096691 -28431.92341557 -28427.64720597 -28440.83097814 -28430.99663044 -28430.81623816 -28428.92204632 -28434.52016186 -28445.33136974 -28429.23286011 -28428.89852015] manylnprob(): p[0] = [ 1.34112195e+00 2.23204529e+00 9.52661777e-01 -8.82143165e-03 7.00254018e-03 -1.98578500e-04 9.22907003e-01 8.45044869e-01] main(): current acceptance fraction: 39.7681451613 MCMC took 91.118245 sec Running MCMC mcmc-default-064-015-496.pickle manylnprob(): lnp = [-28442.2571208 -28428.26574262 -28446.16152078 -28435.27582276 -28437.58401924 -28429.45811205 -28426.91809735 -28428.91432106 -28430.61440833 -28434.77853523 -28431.0902134 -28444.17128467 -28432.01452437 -28441.61576149 -28430.54163749 -28436.15971111 -28427.6471853 -28429.345153 -28443.819821 -28466.16441002 -28432.74032333 -28429.17962731 -28429.32514302 -28428.51757771 -28429.61381474 -28428.79313721 -28429.24008069 -28429.57811217 -28429.61805969 -28427.66340676 -28429.52970464 -28430.38680388 -28430.03132059 -28430.41382225 -28434.37906553 -28430.50865732 -28429.39256792 -28432.56968862 -28427.4079761 -28430.53085253 -28428.32227897 -28450.684364 -28441.08939147 -28436.60587387 -28435.65261881 -28432.60556822 -28462.75191782 -28431.29275198 -28440.85296665 -28439.02700706 -28449.61543864 -28429.31725623 -28429.75307931 -28429.97749432 -28428.92685659 -28436.61232981 -28428.12738768 -28431.1842181 -28436.4411261 -28429.97436377 -28429.63952837 -28444.58292354 -28435.59980697 -28456.07930895] manylnprob(): p[0] = [ 1.33565069e+00 2.22129201e+00 9.45757005e-01 -8.88327645e-03 6.98182583e-03 -2.36029126e-04 9.15357143e-01 8.55850645e-01] main(): current acceptance fraction: 39.7667253521 MCMC took 86.393846 sec Running MCMC mcmc-default-064-015-497.pickle manylnprob(): lnp = [-28452.37353595 -28444.48780538 -28458.36551231 -28430.00360129 -28433.75833885 -28434.39123166 -28427.83537406 -28428.25394175 -28428.25981186 -28429.1197915 -28435.17903529 -28434.71065773 -28439.35056409 -28436.88633738 -28430.1924738 -28433.12673072 -28429.0284605 -28433.19319821 -28433.2127899 -28463.11380625 -28429.16253795 -28433.10333842 -28430.16100549 -28432.86260763 -28428.78777443 -28429.25524949 -28430.16182211 -28432.34089924 -28444.86891307 -28439.22197015 -28430.52768569 -28428.27619935 -28434.40707805 -28429.03975235 -28430.17900778 -28429.60639666 -28434.42859307 -28433.82321885 -28428.19525864 -28429.482812 -28427.75678624 -28428.76914571 -28428.17423852 -28434.45514269 -28440.89173696 -28429.12221945 -28434.18102943 -28429.12426642 -28447.80220529 -28437.34159544 -28427.28960322 -28430.17550913 -28429.291713 -28432.60115713 -28435.61677263 -28427.8866301 -28428.83911053 -28446.1120135 -28433.4369866 -28428.6946056 -28428.04840278 -28475.83123362 -28433.54010896 -28448.74125947] manylnprob(): p[0] = [ 1.33918930e+00 2.22792541e+00 9.49546235e-01 -8.86117781e-03 6.92155565e-03 -2.73724275e-04 9.00603390e-01 8.49557866e-01] main(): current acceptance fraction: 39.7527610442 MCMC took 85.377071 sec Running MCMC mcmc-default-064-015-498.pickle manylnprob(): lnp = [-28440.27084377 -28428.86002616 -28428.61596904 -28434.21663054 -28441.67814685 -28436.41002615 -28428.00853629 -28429.51034872 -28428.9584901 -28431.55559386 -28458.56055467 -28430.68870859 -28429.97035482 -28447.15070154 -28429.08325796 -28437.39687636 -28427.53025337 -28442.34494336 -28430.79511548 -28433.77157681 -28445.3500718 -28443.07506349 -28440.14165164 -28446.71694511 -28429.7255984 -28432.64166435 -28428.87779377 -28433.1711041 -28429.0466361 -28438.75342001 -28434.58129239 -28438.44084391 -28454.95991041 -28428.5767959 -28430.38372315 -28428.98348759 -28451.44885937 -28436.10171902 -28427.34097565 -28464.5840346 -28428.17685637 -28442.71815194 -28432.98819758 -28456.16932516 -28435.60468771 -28431.87405673 -28431.84308841 -28429.06829081 -28444.77400411 -28429.71103496 -28444.55862347 -28438.02318335 -28430.64119639 -28432.14408192 -28428.93117961 -28427.94956685 -28451.17967734 -28431.10303925 -28429.01345661 -28433.1165503 -28437.98983449 -28435.37885801 -28431.08776516 -28431.87523397] manylnprob(): p[0] = [ 1.33591026e+00 2.22162491e+00 9.46228853e-01 -8.83074070e-03 7.08233921e-03 -1.78982365e-04 9.14605585e-01 8.52324935e-01] main(): current acceptance fraction: 39.748246493 MCMC took 85.52412 sec Running MCMC mcmc-default-064-015-499.pickle manylnprob(): lnp = [-28446.23138999 -28428.08448326 -28432.65118164 -28429.76452019 -28433.91493149 -28430.1661173 -28428.46625942 -28443.07069366 -28428.71224711 -28449.04312079 -28442.66339797 -28428.65964669 -28433.09466361 -28432.39597266 -28428.48397209 -28476.94478677 -28428.23781367 -28437.26786224 -28442.84648275 -28441.48236492 -28429.13837254 -28429.28539916 -28427.32891469 -28449.40286467 -28431.50062982 -28432.34515594 -28427.86298328 -28438.72804965 -28429.66137245 -28429.10593093 -28437.87268287 -28429.39870972 -28433.34168729 -28427.6659683 -28440.46608997 -28429.47125239 -28452.42822745 -28452.59298364 -28428.98347828 -28436.69582936 -28428.22834983 -28453.51430949 -28436.77822341 -28458.02535039 -28443.25141717 -28456.03708743 -28450.94898472 -28429.06099264 -28445.78240941 -28430.02712054 -28457.12475975 -28429.82640644 -28429.92328331 -28428.69488289 -28428.06325833 -28428.00633548 -28428.07560758 -28441.67643271 -28428.30860467 -28431.94809616 -28429.43966558 -28433.0883586 -28446.97743946 -28436.74753465] manylnprob(): p[0] = [ 1.33602226e+00 2.22189570e+00 9.46098284e-01 -8.90169332e-03 6.91265260e-03 -2.65021086e-04 9.17398879e-01 9.03462283e-01] main(): current acceptance fraction: 39.746875 MCMC took 86.391482 sec Plotting trajectory traj-default-064-015-500.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-500.png Running MCMC mcmc-default-064-015-500.pickle manylnprob(): lnp = [-28436.00311283 -28428.52084364 -28453.63233316 -28427.47106804 -28448.72644537 -28432.19838065 -28428.29232473 -28434.22138674 -28428.24610066 -28430.4771538 -28433.29043244 -28428.95348271 -28432.27149668 -28447.29716556 -28428.654033 -28450.10578309 -28429.82332176 -28438.41370564 -28443.15046355 -28449.80443662 -28437.60394655 -28433.83793899 -28429.15656473 -28428.70120729 -28431.11006069 -28455.11655681 -28429.42758723 -28431.73035099 -28431.12973967 -28427.34076109 -28429.8830839 -28437.33889822 -28455.28316963 -28428.35707999 -28430.90494553 -28427.86032901 -28433.20922163 -28440.02910193 -28437.85548699 -28439.94753294 -28432.22366596 -28428.96554132 -28437.16152902 -28430.59960379 -28446.56078264 -28451.96596181 -28445.51340161 -28431.56022998 -28430.11930543 -28428.64532378 -28453.23103201 -28451.28278673 -28432.12422279 -28429.04092629 -28427.53510671 -28427.74333158 -28438.57826985 -28429.22077158 -28436.10566671 -28436.03792707 -28429.49356799 -28433.78632601 -28445.89649517 -28431.25725129] manylnprob(): p[0] = [ 1.33726912e+00 2.22420785e+00 9.47445240e-01 -8.77864790e-03 7.12420128e-03 -1.48127996e-04 9.10226453e-01 8.70650840e-01] main(): current acceptance fraction: 39.7579840319 MCMC took 85.469014 sec Running MCMC mcmc-default-064-015-501.pickle manylnprob(): lnp = [-28431.53976937 -28430.98233298 -28446.0384893 -28427.62975532 -28431.05214485 -28467.63947338 -28428.27798092 -28428.94245047 -28429.08234582 -28428.17635513 -28432.51948086 -28428.63093422 -28437.73561093 -28432.15025812 -28428.04808194 -28433.07752703 -28442.96868991 -28428.42373333 -28428.86529526 -28444.34242422 -28429.15492982 -28438.77497275 -28432.04278246 -28430.71625138 -28468.84905161 -28438.54755756 -28429.68868689 -28428.3156443 -28431.88276908 -28428.49799474 -28427.99985894 -28435.2227868 -28432.44686945 -28428.37291229 -28435.45163118 -28427.92476566 -28430.18299704 -28435.1952938 -28444.28459558 -28462.98076585 -28431.13116561 -28428.35993204 -28429.81085666 -28429.64013982 -28447.55733456 -28431.07165558 -28439.77522606 -28431.47844797 -28430.11929713 -28436.76119607 -28435.93393072 -28428.91871194 -28435.32083999 -28432.87089383 -28438.63008683 -28428.83147047 -28429.2824556 -28452.43245796 -28439.48426217 -28433.24198848 -28428.89823833 -28444.84803318 -28430.34453921 -28429.89726488] manylnprob(): p[0] = [ 1.33733520e+00 2.22425707e+00 9.48073238e-01 -8.82536558e-03 7.07764637e-03 -1.73466325e-04 9.15952730e-01 8.47651780e-01] main(): current acceptance fraction: 39.7721613546 MCMC took 84.511411 sec Running MCMC mcmc-default-064-015-502.pickle manylnprob(): lnp = [-28430.04696578 -28432.40952903 -28444.90482663 -28434.28714045 -28433.70522117 -28454.60541435 -28427.55369958 -28429.47119947 -28428.9158796 -28432.90750396 -28434.24345718 -28428.0117982 -28434.41953047 -28432.36565424 -28428.74398215 -28429.83989185 -28429.44725137 -28436.70828404 -28429.57428702 -28427.8755839 -28433.02975391 -28444.08579133 -28433.61430825 -28429.0791804 -28457.62784332 -28459.0941162 -28429.50579519 -28437.32670779 -28430.41741696 -28428.29964423 -28428.17134441 -28444.07325227 -28452.77815559 -28430.55760064 -28428.40891497 -28428.1224286 -28428.53073828 -28465.86086015 -28428.51876767 -28431.52528335 -28436.460169 -28428.99326435 -28435.15331946 -28442.70962076 -28442.65655176 -28442.75265669 -28428.45922925 -28455.0823846 -28428.68205924 -28438.87378404 -28430.06694554 -28429.70194815 -28429.35518246 -28428.21958209 -28428.56669497 -28428.95114448 -28435.60541191 -28437.38020908 -28436.21112814 -28433.23343148 -28429.54389057 -28434.19585299 -28434.80797907 -28428.4803866 ] manylnprob(): p[0] = [ 1.33872499e+00 2.22694358e+00 9.50026695e-01 -8.82236070e-03 7.08051696e-03 -1.58833188e-04 9.22792815e-01 8.56437585e-01] main(): current acceptance fraction: 39.7614314115 MCMC took 85.557526 sec Running MCMC mcmc-default-064-015-503.pickle manylnprob(): lnp = [-28444.53599724 -28435.31300046 -28443.3100194 -28435.88713682 -28431.9509824 -28431.2474056 -28428.06160973 -28441.28283369 -28435.74516974 -28442.18252354 -28453.19971564 -28430.23346982 -28443.84235146 -28442.18049956 -28429.9781167 -28439.94410116 -28429.21703854 -28450.49778701 -28454.39651227 -28428.90676857 -28430.37728974 -28443.36079715 -28442.68234327 -28428.57081664 -28432.4505089 -28447.22154927 -28429.25847262 -28432.52814678 -28429.57912967 -28434.34470638 -28429.55918889 -28442.21958337 -28452.24244808 -28427.84437906 -28428.30809077 -28428.4104784 -28427.97862156 -28497.87330081 -28428.63265373 -28443.33811661 -28431.44320087 -28443.38199442 -28434.03885518 -28458.5184091 -28430.21021339 -28428.80310149 -28432.4734232 -28432.35289272 -28431.83414965 -28429.27060005 -28440.87814208 -28429.69961466 -28432.69948668 -28428.24848341 -28429.18595765 -28434.43355344 -28440.62301663 -28430.13860186 -28438.34715619 -28433.16004418 -28443.26150719 -28432.92339362 -28442.42710561 -28428.23092528] manylnprob(): p[0] = [ 1.33767293e+00 2.22478540e+00 9.47898280e-01 -8.84061206e-03 6.99358514e-03 -2.45026662e-04 9.21458106e-01 8.33356266e-01] main(): current acceptance fraction: 39.7445436508 MCMC took 84.871705 sec Running MCMC mcmc-default-064-015-504.pickle manylnprob(): lnp = [-28441.74567154 -28428.31103235 -28427.84527117 -28441.39144614 -28429.09576309 -28430.00204971 -28428.33326071 -28431.20259757 -28428.6696721 -28429.94746045 -28451.17352834 -28429.7669056 -28443.84016183 -28441.78729417 -28443.47990767 -28432.0368159 -28430.0174971 -28428.55417799 -28430.42072467 -28435.25404389 -28440.51742305 -28432.49051264 -28428.43320445 -28446.36424322 -28429.17124225 -28430.58194342 -28427.43361545 -28433.60205137 -28441.74888818 -28442.62060727 -28445.59392976 -28435.8185934 -28431.45014981 -28429.17210502 -28428.75317451 -28428.61666563 -28428.0017963 -28430.60368047 -28438.2246875 -28431.50591306 -28429.98476809 -28428.26925652 -28428.84415918 -28437.94227372 -28428.08568288 -28427.96769313 -28446.90033598 -28431.46688981 -28442.01021949 -28428.42104719 -28428.93835748 -28438.48619907 -28430.95539379 -28441.47757981 -28434.19180112 -28429.3643298 -28436.43248789 -28428.850379 -28435.73909741 -28455.17053475 -28431.2759128 -28432.44461222 -28428.14566613 -28432.81495482] manylnprob(): p[0] = [ 1.33907643e+00 2.22760493e+00 9.49872387e-01 -8.78999251e-03 7.09146731e-03 -1.69517925e-04 9.11509773e-01 8.56145118e-01] main(): current acceptance fraction: 39.7184405941 MCMC took 85.900459 sec Running MCMC mcmc-default-064-015-505.pickle manylnprob(): lnp = [-28440.63003973 -28430.29064659 -28429.08693755 -28430.8884607 -28432.5456255 -28430.14164243 -28427.86374649 -28428.99588733 -28431.29673907 -28429.05993306 -28429.27475365 -28443.84889107 -28437.11075913 -28438.03585937 -28430.4651499 -28430.77730097 -28429.92746258 -28438.40549012 -28443.15704405 -28442.41734178 -28427.86438616 -28432.73574779 -28427.81585468 -28445.10849298 -28428.54926596 -28429.84832048 -28429.94095546 -28441.83264284 -28440.13573069 -28432.94811063 -28429.01857781 -28435.12906357 -28454.87391883 -28429.0933974 -28427.72254921 -28427.95868812 -28428.81994837 -28430.47121724 -28428.82960854 -28448.22656143 -28439.84801175 -28427.43775947 -28428.75146131 -28430.77164022 -28437.42829548 -28432.26270905 -28461.77203165 -28446.76109081 -28439.12375478 -28428.37373154 -28437.00681953 -28428.19637441 -28430.84180863 -28428.34199361 -28428.4370945 -28432.13637245 -28435.5937703 -28427.96657005 -28430.18034293 -28432.33420653 -28431.26062819 -28432.08025539 -28430.8361168 -28429.03916825] manylnprob(): p[0] = [ 1.33647052e+00 2.22239857e+00 9.46732405e-01 -8.83888660e-03 7.05720935e-03 -1.88291703e-04 9.15829815e-01 8.49285800e-01] main(): current acceptance fraction: 39.7047924901 MCMC took 85.2927 sec Running MCMC mcmc-default-064-015-506.pickle manylnprob(): lnp = [-28440.28554316 -28430.26514085 -28431.27864648 -28428.93861975 -28437.79516008 -28446.57197911 -28433.82956738 -28428.93650197 -28437.08128399 -28429.02009489 -28428.93333704 -28447.81857168 -28430.70825854 -28438.66350683 -28429.77323925 -28429.9343642 -28430.74499614 -28430.57009544 -28429.64121349 -28427.94357279 -28444.16833133 -28454.13125204 -28427.94315275 -28428.45445402 -28430.19086285 -28428.16439571 -28429.44538268 -28433.31614753 -28437.51144575 -28436.57566501 -28429.07115702 -28436.70023371 -28458.05776639 -28431.42384989 -28427.97760982 -28428.69424959 -28428.3691716 -28455.40250823 -28441.35034415 -28457.83883371 -28439.66358258 -28428.03332338 -28428.84699949 -28431.50351522 -28427.74060065 -28428.77242339 -28432.08230716 -28429.72411285 -28440.36649189 -28434.73041327 -28428.56788234 -28428.5513428 -28428.85214531 -28429.38174934 -28429.14042038 -28432.62105849 -28428.32885513 -28437.27224625 -28435.64206854 -28447.75273492 -28430.28181335 -28431.61983235 -28429.32071508 -28435.15621366] manylnprob(): p[0] = [ 1.34088105e+00 2.23155258e+00 9.52383087e-01 -8.81415265e-03 7.04009368e-03 -1.92849332e-04 9.16076678e-01 8.44395558e-01] main(): current acceptance fraction: 39.7066074951 MCMC took 85.383182 sec Running MCMC mcmc-default-064-015-507.pickle manylnprob(): lnp = [-28440.74712452 -28433.95948983 -28442.77344181 -28427.41451609 -28445.00659313 -28428.89928623 -28431.35987875 -28437.44294776 -28439.76584295 -28429.94335578 -28433.11334814 -28437.95354333 -28428.77219986 -28437.6426314 -28432.27539873 -28429.10606218 -28434.33837572 -28428.00427487 -28432.82127653 -28428.17394218 -28429.93254277 -28436.32793001 -28429.54894772 -28428.38632497 -28429.67448565 -28429.70814779 -28429.89358522 -28437.24972488 -28450.42581853 -28438.61066535 -28430.81521668 -28469.69903446 -28450.00998708 -28443.70792215 -28428.8233045 -28430.66294741 -28428.30291529 -28428.58644508 -28452.23310092 -28440.8817749 -28430.6829673 -28428.04536335 -28428.3141298 -28429.20043182 -28433.2330879 -28433.86945502 -28430.05051475 -28429.34697936 -28428.68045668 -28428.44799082 -28435.98550696 -28430.05395084 -28429.15146392 -28432.04772351 -28439.53583772 -28438.24102993 -28428.38487709 -28428.93454423 -28433.46082905 -28432.31475248 -28428.62137573 -28433.104614 -28428.77538614 -28428.09037697] manylnprob(): p[0] = [ 1.33848121e+00 2.22684187e+00 9.49415965e-01 -8.89435434e-03 6.92545054e-03 -2.58554045e-04 9.16262042e-01 8.48908527e-01] main(): current acceptance fraction: 39.7022637795 MCMC took 85.591076 sec Running MCMC mcmc-default-064-015-508.pickle manylnprob(): lnp = [-28430.51072975 -28437.13138993 -28442.18638844 -28438.10582448 -28429.26626816 -28428.35549801 -28430.81534775 -28429.68821243 -28430.44650637 -28429.51083008 -28429.50389897 -28436.57191748 -28429.75762395 -28444.63666112 -28430.91600366 -28440.00416667 -28450.20748625 -28429.32730827 -28428.19503732 -28427.41550195 -28428.41061086 -28430.11432098 -28429.09768997 -28450.77302876 -28429.20470524 -28434.98601475 -28427.98571702 -28445.29735408 -28443.70127622 -28441.88225482 -28428.89108689 -28453.86832299 -28431.26014979 -28431.46892132 -28455.38293925 -28441.07552257 -28430.22358408 -28432.99732875 -28428.6111812 -28431.10607089 -28433.28613177 -28429.55324969 -28429.10363739 -28468.75309607 -28443.24057083 -28428.66018467 -28431.33582131 -28429.26354735 -28439.97922649 -28429.44415063 -28451.09145706 -28427.81887355 -28443.81842618 -28428.70113055 -28452.99983654 -28428.60337519 -28428.99107053 -28433.810226 -28443.3139705 -28439.15291743 -28428.21276383 -28434.29849849 -28430.55934074 -28434.58156564] manylnprob(): p[0] = [ 1.33779899e+00 2.22506013e+00 9.48557652e-01 -8.81212939e-03 7.09356727e-03 -1.52679339e-04 9.16885773e-01 8.58213073e-01] main(): current acceptance fraction: 39.6856581532 MCMC took 86.075048 sec Running MCMC mcmc-default-064-015-509.pickle manylnprob(): lnp = [-28444.46063336 -28429.34238705 -28430.8322356 -28435.71144039 -28453.50613292 -28430.88159583 -28429.42715622 -28429.57192879 -28439.00890407 -28435.65016811 -28451.76898909 -28434.11512083 -28428.54951134 -28430.61685241 -28437.83960602 -28445.23067061 -28436.42389052 -28427.86852265 -28455.04537922 -28433.9761616 -28444.83286419 -28442.01178529 -28429.99505645 -28431.05869102 -28429.23111695 -28430.19725071 -28441.17242341 -28439.98219187 -28429.99836764 -28435.40339438 -28428.87144798 -28443.19797853 -28428.84774763 -28448.92253086 -28431.59889108 -28436.08305813 -28435.79743045 -28448.59444806 -28428.430046 -28440.25043599 -28430.2802395 -28435.74472731 -28430.47567015 -28435.42178173 -28430.30664731 -28430.16257861 -28447.36917034 -28429.6476536 -28440.71580765 -28429.24351314 -28434.5882074 -28428.46266628 -28430.21289796 -28452.09221988 -28434.65681034 -28430.77669088 -28431.0795927 -28427.85120132 -28442.01775623 -28436.32202274 -28428.16370802 -28467.56354072 -28430.40032188 -28436.67419626] manylnprob(): p[0] = [ 1.34280930e+00 2.23546329e+00 9.54660066e-01 -8.84600653e-03 6.97242170e-03 -2.48595437e-04 9.21747716e-01 8.40225780e-01] main(): current acceptance fraction: 39.6691176471 MCMC took 85.83362 sec Plotting trajectory traj-default-064-015-510.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-510.png Running MCMC mcmc-default-064-015-510.pickle manylnprob(): lnp = [-28439.84446444 -28430.27123896 -28428.52173686 -28431.87246829 -28448.36599945 -28435.04668153 -28440.44322015 -28432.9894227 -28429.45523042 -28430.45444398 -28430.9401853 -28432.39548237 -28428.49219271 -28429.04641423 -28431.1735095 -28431.3808441 -28431.28203575 -28437.00350878 -28435.88668074 -28430.66257936 -28429.3564971 -28432.92922531 -28437.24470114 -28428.6609222 -28429.88730412 -28434.79062918 -28429.80856072 -28431.99387504 -28443.07171978 -28434.43215877 -28434.95219882 -28428.49102467 -28449.14423411 -28441.13568329 -28431.0991973 -28439.32889403 -28430.20854699 -28446.12617766 -28428.25426272 -28430.94510541 -28429.02685141 -28429.99456099 -28428.66443695 -28429.68308197 -28460.85952823 -28441.10907422 -28435.95760873 -28429.76874722 -28428.98525447 -28431.02878006 -28428.46264999 -28427.87194533 -28440.58710255 -28443.77267098 -28436.22605478 -28431.0060557 -28464.35790507 -28427.63867269 -28453.79742911 -28432.37229765 -28428.47096435 -28434.7108243 -28442.4438676 -28434.07630366] manylnprob(): p[0] = [ 1.34144462e+00 2.23225438e+00 9.52994897e-01 -8.80282827e-03 7.03739271e-03 -1.89638451e-04 9.18481525e-01 8.54197447e-01] main(): current acceptance fraction: 39.686276908 MCMC took 85.856969 sec Running MCMC mcmc-default-064-015-511.pickle manylnprob(): lnp = [-28439.57886738 -28428.66986518 -28448.02276973 -28428.97107388 -28443.67149059 -28428.06809365 -28435.20446767 -28431.01173139 -28434.16068605 -28430.3894027 -28429.34464353 -28430.3173872 -28437.31828313 -28432.20594269 -28431.82713 -28452.5577157 -28429.33004751 -28427.4192939 -28445.74913606 -28449.61307855 -28429.04600589 -28437.08070639 -28446.20494161 -28429.58816025 -28434.77782011 -28434.73589705 -28428.39119315 -28434.32849201 -28460.38290309 -28437.86220407 -28434.45867312 -28429.45512019 -28429.6622765 -28439.8497074 -28429.72391511 -28431.07826648 -28430.52349073 -28457.81897698 -28429.10258136 -28431.77268486 -28431.10746049 -28442.47709626 -28429.49608387 -28430.05255352 -28429.09494099 -28443.82341961 -28429.35497032 -28442.29641187 -28429.07165686 -28437.28605868 -28428.47531275 -28440.08153536 -28430.58398878 -28446.17264791 -28465.74329906 -28432.8035515 -28433.22341537 -28428.68485228 -28433.49056461 -28442.38228295 -28434.71903121 -28431.72841386 -28432.74877653 -28454.03136111] manylnprob(): p[0] = [ 1.34141536e+00 2.23251254e+00 9.53104180e-01 -8.79069607e-03 7.06750961e-03 -1.73147790e-04 9.14594141e-01 8.50942321e-01] main(): current acceptance fraction: 39.7003173828 MCMC took 84.9149 sec Running MCMC mcmc-default-064-015-512.pickle manylnprob(): lnp = [-28439.54769442 -28430.56670386 -28435.92899033 -28435.46628988 -28444.06925488 -28429.03924319 -28429.1000904 -28437.24780728 -28438.13486213 -28434.19632611 -28439.17303364 -28452.01315923 -28444.34497574 -28451.76486313 -28454.11493123 -28437.10128062 -28428.57230416 -28428.35305502 -28428.2961213 -28428.35355119 -28434.06860438 -28438.94350362 -28436.57624573 -28428.362621 -28458.86569631 -28429.95518679 -28429.94541575 -28435.05079609 -28429.75302968 -28434.77636466 -28446.83478164 -28429.80712142 -28429.56980194 -28456.1541754 -28429.66288802 -28429.72313169 -28430.07921436 -28447.6161128 -28441.11232447 -28428.51749595 -28432.50996697 -28428.58955634 -28429.51278319 -28431.75402185 -28430.47752302 -28440.80973695 -28428.80496937 -28442.02695223 -28432.68891307 -28433.12315489 -28435.59970661 -28428.34117182 -28459.84734634 -28430.11982606 -28471.14036394 -28429.35043362 -28436.8451856 -28435.82245333 -28432.55234021 -28438.28532223 -28428.73790827 -28430.59048324 -28450.30774652 -28435.77963918] manylnprob(): p[0] = [ 1.33751424e+00 2.22447543e+00 9.48154039e-01 -8.81496413e-03 7.09043408e-03 -1.70567051e-04 9.16507318e-01 8.44829212e-01] main(): current acceptance fraction: 39.6990740741 MCMC took 86.542588 sec Running MCMC mcmc-default-064-015-513.pickle manylnprob(): lnp = [-28430.68535632 -28435.82135197 -28442.27575351 -28428.80396512 -28456.15925603 -28428.74245655 -28429.09680444 -28447.91038583 -28441.44732547 -28439.05315336 -28431.59951757 -28431.08494218 -28428.83736314 -28437.09471904 -28428.77842939 -28430.09893894 -28429.58545288 -28457.26303355 -28443.5989642 -28429.7535367 -28430.18718404 -28428.83326229 -28431.95632417 -28432.76068519 -28428.21352001 -28432.48038749 -28428.95983684 -28430.96542836 -28430.3381563 -28437.18409347 -28431.15484876 -28428.09262436 -28430.07385697 -28439.17504779 -28435.68409121 -28429.87227247 -28436.29027427 -28463.59923702 -28429.72168872 -28428.13116365 -28457.88026019 -28427.89221535 -28430.04093457 -28429.92478799 -28439.14300229 -28430.60326646 -28428.99482533 -28429.30636473 -28431.73949677 -28437.54930862 -28440.38713234 -28440.35508679 -28429.71942022 -28430.37677892 -28452.37868272 -28429.20502578 -28429.63021279 -28427.89756571 -28435.13000694 -28435.56616562 -28429.07656055 -28436.85878142 -28438.76264114 -28431.77536379] manylnprob(): p[0] = [ 1.33695109e+00 2.22339896e+00 9.47503658e-01 -8.81563035e-03 7.10592882e-03 -1.52384825e-04 9.19150936e-01 8.41066470e-01] main(): current acceptance fraction: 39.6947957198 MCMC took 85.52101 sec Running MCMC mcmc-default-064-015-514.pickle manylnprob(): lnp = [-28442.07701804 -28438.82669068 -28429.96496353 -28430.07846134 -28434.07960587 -28428.91529188 -28438.66874576 -28429.15854807 -28431.94551809 -28428.61240961 -28429.74211652 -28431.24286163 -28430.99806194 -28437.47148042 -28430.637139 -28441.62485273 -28446.25443487 -28428.61171463 -28436.00735204 -28429.88585178 -28447.79693092 -28428.48278637 -28429.91953777 -28435.22647444 -28429.24189579 -28430.46690613 -28429.47878172 -28430.39235408 -28429.27898014 -28436.60862582 -28430.9559794 -28442.09477849 -28430.15838893 -28431.53296633 -28443.03443174 -28437.50150069 -28453.94102226 -28458.43155335 -28429.05231095 -28439.34041798 -28457.85788903 -28428.51426888 -28430.15293418 -28430.50478345 -28436.91412964 -28436.96436549 -28430.03752895 -28428.54470121 -28428.74536882 -28438.25572644 -28428.08714402 -28428.20971735 -28430.41816868 -28428.22549285 -28453.56597439 -28439.67413212 -28427.99239687 -28427.11757462 -28541.88843792 -28431.94100112 -28428.51762601 -28429.62006219 -28450.82556967 -28442.3591595 ] manylnprob(): p[0] = [ 1.33691143e+00 2.22351350e+00 9.47163125e-01 -8.85338434e-03 7.02456935e-03 -2.12124052e-04 9.10548955e-01 8.40515896e-01] main(): current acceptance fraction: 39.6875 MCMC took 85.165619 sec Running MCMC mcmc-default-064-015-515.pickle manylnprob(): lnp = [-28442.53027322 -28437.40826927 -28430.64491964 -28429.89376942 -28428.44991101 -28474.77783448 -28428.74642026 -28431.37231323 -28430.46073725 -28430.60289234 -28436.70336825 -28432.58453367 -28428.79156063 -28430.86293212 -28451.3299137 -28433.76761281 -28430.49002348 -28429.52988351 -28432.56995133 -28433.9244024 -28452.80605389 -28437.75805576 -28428.61806525 -28430.12902746 -28427.26704904 -28444.82725327 -28433.10875386 -28433.87317912 -28429.82701423 -28439.21208359 -28437.15866264 -28427.98378431 -28433.56507128 -28442.15013342 -28430.14291497 -28439.90313283 -28429.39947514 -28434.35134454 -28427.89146133 -28428.0564527 -28436.07003368 -28428.13938118 -28429.13902056 -28461.07045855 -28431.21199981 -28428.97220987 -28434.39170877 -28437.47886671 -28443.33855879 -28432.95251373 -28428.1556518 -28434.09846783 -28434.74210404 -28428.3677976 -28445.62894646 -28431.58307592 -28428.83938936 -28428.59591316 -28446.62621208 -28430.43627644 -28431.733954 -28436.36401249 -28444.42658382 -28445.5973684 ] manylnprob(): p[0] = [ 1.33786244e+00 2.22551514e+00 9.48519106e-01 -8.89617005e-03 6.94111219e-03 -2.43302283e-04 9.09438011e-01 8.62065948e-01] main(): current acceptance fraction: 39.668120155 MCMC took 85.206976 sec Running MCMC mcmc-default-064-015-516.pickle manylnprob(): lnp = [-28445.37131466 -28433.66126236 -28446.84091278 -28435.54122272 -28430.81389674 -28427.73699131 -28429.22760666 -28433.27807196 -28431.53177548 -28428.99981994 -28429.87123729 -28434.35387059 -28429.59483151 -28437.7021044 -28429.61511261 -28428.3994873 -28449.19271755 -28429.39258837 -28436.03424479 -28430.56534949 -28428.00362085 -28428.27453249 -28428.67674248 -28428.72392025 -28428.99556982 -28439.81647468 -28436.06298733 -28434.31000665 -28447.5775535 -28434.10541587 -28446.18266022 -28433.35615666 -28457.19849155 -28443.07128582 -28430.88301655 -28441.09989225 -28427.81063046 -28456.1338125 -28429.37009812 -28427.99778211 -28455.57550812 -28428.83499097 -28442.08958802 -28453.27009983 -28431.44055088 -28427.04497978 -28428.29750124 -28427.98790757 -28429.95860564 -28434.54321998 -28433.15976062 -28432.13405866 -28435.64336308 -28428.00796346 -28428.87469094 -28436.75961059 -28433.2394987 -28428.70725666 -28450.34491 -28441.48582475 -28428.59330308 -28429.8393117 -28433.57160565 -28444.45527334] manylnprob(): p[0] = [ 1.33819559e+00 2.22634602e+00 9.48994104e-01 -8.92229700e-03 6.87340149e-03 -2.86208060e-04 9.05762460e-01 8.24385613e-01] main(): current acceptance fraction: 39.6488152805 MCMC took 85.897037 sec Running MCMC mcmc-default-064-015-517.pickle manylnprob(): lnp = [-28428.8518847 -28428.50535203 -28429.83360794 -28438.17108708 -28433.67584538 -28428.09716329 -28434.93826936 -28467.98176801 -28427.92188326 -28438.27940008 -28428.63905724 -28440.67139994 -28430.88829288 -28444.98842586 -28429.09519363 -28427.67693591 -28433.14614806 -28427.77541186 -28434.13805577 -28456.82190684 -28428.26285254 -28428.72449495 -28438.74614649 -28431.47570404 -28438.12145914 -28434.0975288 -28432.7143006 -28448.53851669 -28427.96199175 -28433.77698093 -28443.71966606 -28434.58841101 -28459.80816457 -28431.38935635 -28434.39402093 -28428.27775915 -28427.95018539 -28428.6471169 -28449.10629786 -28428.76419333 -28445.36925198 -28432.42088856 -28432.27304411 -28431.9106732 -28450.14578837 -28435.24198648 -28431.40676031 -28442.89359559 -28439.91156525 -28429.42691449 -28428.20816278 -28427.76697119 -28450.10148032 -28440.35215719 -28427.48073031 -28432.56534722 -28429.92120692 -28428.98874957 -28436.55503157 -28435.50314256 -28429.52637041 -28434.48912603 -28429.78110864 -28456.70672643] manylnprob(): p[0] = [ 1.33686680e+00 2.22313939e+00 9.47677127e-01 -8.76246244e-03 7.19894420e-03 -1.11423618e-04 9.21740449e-01 8.34846141e-01] main(): current acceptance fraction: 39.6446669884 MCMC took 86.105372 sec Running MCMC mcmc-default-064-015-518.pickle manylnprob(): lnp = [-28428.63357911 -28430.40299772 -28443.15322203 -28437.73532378 -28443.41242747 -28431.23465293 -28437.87070365 -28438.8550741 -28428.50873564 -28436.49947161 -28434.11254161 -28433.18460009 -28433.65541609 -28437.56450231 -28428.25239917 -28427.80100911 -28452.49388381 -28438.78038286 -28428.36705823 -28433.51369021 -28428.30045408 -28428.7872663 -28429.07586042 -28467.32838521 -28438.43067322 -28463.55727885 -28432.38618697 -28454.17796776 -28429.30452819 -28433.76897274 -28428.45883407 -28427.38284725 -28431.81389625 -28430.75857296 -28447.75221892 -28429.51656932 -28428.35628208 -28428.5231983 -28427.36920382 -28433.44726298 -28442.71549009 -28448.62261753 -28428.24958894 -28432.17293461 -28439.95877721 -28428.52434167 -28429.85097244 -28441.50151036 -28438.45232517 -28430.60109417 -28430.57887848 -28428.95927753 -28444.64111889 -28428.9026322 -28428.81930182 -28432.35784547 -28427.91237668 -28428.96387843 -28431.89180075 -28430.41818315 -28430.83264974 -28435.85959947 -28429.68831159 -28430.21701721] manylnprob(): p[0] = [ 1.33687247e+00 2.22310880e+00 9.47619930e-01 -8.75968067e-03 7.20497760e-03 -1.04633116e-04 9.22346602e-01 8.34088043e-01] main(): current acceptance fraction: 39.6435452794 MCMC took 86.061037 sec Running MCMC mcmc-default-064-015-519.pickle manylnprob(): lnp = [-28438.46820919 -28430.41467302 -28430.36753637 -28429.42879091 -28428.69492591 -28439.12019749 -28438.19248748 -28438.56440255 -28428.04145694 -28427.74696222 -28446.58203869 -28430.06440614 -28429.95239904 -28431.87469825 -28435.04320481 -28431.62115389 -28439.577801 -28427.40731561 -28441.19369126 -28433.32864194 -28431.61613278 -28429.02136966 -28428.48438856 -28453.5438753 -28428.4004537 -28445.92124942 -28431.16238104 -28451.12110949 -28429.26245732 -28435.94321148 -28435.60177571 -28427.56844671 -28430.95475198 -28455.52418735 -28434.89220415 -28432.83510226 -28434.7020127 -28428.78838452 -28427.61701376 -28431.17724125 -28430.66962078 -28445.40940126 -28439.66497841 -28433.13054695 -28430.06700751 -28432.68469938 -28435.55828764 -28429.69380302 -28427.51311415 -28428.76061525 -28428.26250128 -28438.10752228 -28428.84676313 -28427.42512757 -28428.84087334 -28429.98763548 -28427.97561891 -28429.90512114 -28432.63195047 -28438.44084815 -28428.74644039 -28443.0839327 -28428.45185205 -28448.19832042] manylnprob(): p[0] = [ 1.34094686e+00 2.23178872e+00 9.52933666e-01 -8.80449640e-03 7.03671370e-03 -1.93949748e-04 9.23573407e-01 8.43449069e-01] main(): current acceptance fraction: 39.6304086538 MCMC took 84.711114 sec Plotting trajectory traj-default-064-015-520.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-520.png Running MCMC mcmc-default-064-015-520.pickle manylnprob(): lnp = [-28429.52382431 -28435.51388327 -28430.58761567 -28440.82028047 -28428.95695645 -28430.5127588 -28427.60396928 -28433.06078912 -28428.34317107 -28437.74816304 -28431.22921894 -28434.50196626 -28428.5559736 -28436.65074682 -28429.11679192 -28430.50896319 -28432.59870387 -28434.89410183 -28427.95715491 -28430.36743084 -28429.4174134 -28431.34744319 -28428.77657947 -28477.61481489 -28437.547016 -28438.09712427 -28434.38223346 -28429.53097497 -28433.60970783 -28432.5088424 -28465.65257177 -28426.87729372 -28429.60355957 -28436.09872373 -28442.09506868 -28455.33457652 -28430.86879697 -28428.36318561 -28427.85180472 -28438.58913134 -28429.58238949 -28429.179518 -28432.76312158 -28449.80614867 -28452.77682181 -28430.89622755 -28431.03975551 -28439.69313426 -28440.43719034 -28431.54164428 -28435.55884481 -28428.33632347 -28427.71805349 -28439.76893266 -28429.16947238 -28428.09496493 -28435.28915015 -28429.32232783 -28438.94694159 -28429.34948175 -28433.04767086 -28436.30866377 -28430.80911503 -28428.00958897] manylnprob(): p[0] = [ 1.33592814e+00 2.22178471e+00 9.46775570e-01 -8.78553615e-03 7.19056546e-03 -1.15604045e-04 9.19396663e-01 8.26285303e-01] main(): current acceptance fraction: 39.6203214971 MCMC took 85.622451 sec Running MCMC mcmc-default-064-015-521.pickle manylnprob(): lnp = [-28436.68841922 -28450.46182453 -28434.25782967 -28429.3142965 -28429.29986888 -28429.50032135 -28431.89718481 -28429.35639369 -28429.43765792 -28430.61414048 -28453.52292001 -28434.78478814 -28428.01941714 -28429.19722241 -28429.65196869 -28430.473425 -28449.17688854 -28427.74383786 -28428.0355736 -28433.43972572 -28430.67060541 -28430.54747862 -28428.28025485 -28445.56019581 -28430.87925894 -28452.62479691 -28433.19937557 -28445.20315286 -28438.28204026 -28429.48189777 -28429.58016121 -28427.64510793 -28430.69071545 -28430.02571576 -28455.60710197 -28450.3034171 -28430.06965974 -28429.79938262 -28435.25047782 -28433.59015738 -28427.82349876 -28429.20825208 -28459.29170315 -28428.75730797 -28428.27454464 -28432.14807208 -28429.36934443 -28439.41494699 -28427.26138857 -28441.33093825 -28429.72319128 -28428.50572069 -28428.83607285 -28428.96561291 -28438.23468337 -28429.81084449 -28427.15610742 -28428.56163912 -28434.7469275 -28430.15020328 -28428.85439676 -28434.18155813 -28446.57933594 -28430.09829546] manylnprob(): p[0] = [ 1.33516282e+00 2.21949292e+00 9.44597168e-01 -8.74911754e-03 7.24620302e-03 -1.05296827e-04 9.27557954e-01 8.20274429e-01] main(): current acceptance fraction: 39.6342193487 MCMC took 85.569146 sec Running MCMC mcmc-default-064-015-522.pickle manylnprob(): lnp = [-28429.2381173 -28434.64324332 -28448.12738011 -28428.12715604 -28433.51839331 -28429.81964872 -28442.44380223 -28429.33397366 -28428.84892514 -28432.45455578 -28444.63929087 -28434.56494758 -28433.10563949 -28451.72258248 -28431.42427378 -28428.52596668 -28448.20253998 -28427.55698936 -28428.21197072 -28432.68922194 -28428.55874239 -28430.12303881 -28428.22922206 -28431.28414004 -28442.77386264 -28454.62622156 -28434.16769644 -28447.6921726 -28436.39742033 -28437.86116122 -28429.67165638 -28428.03297172 -28429.37197989 -28437.82039726 -28440.88884413 -28434.4816729 -28435.94592025 -28435.2186401 -28430.09133941 -28448.03855371 -28436.86950656 -28429.31121142 -28430.83379332 -28428.2989316 -28428.72239424 -28446.66903599 -28428.90224587 -28441.46696579 -28439.87203507 -28448.12051952 -28429.72849235 -28429.08472142 -28428.00328755 -28428.23405584 -28428.86629509 -28427.72596756 -28429.81814105 -28429.71356969 -28431.75875998 -28435.0979767 -28428.3537322 -28431.39579079 -28450.77060899 -28428.70832424] manylnprob(): p[0] = [ 1.33677621e+00 2.22287862e+00 9.47426649e-01 -8.75709025e-03 7.20563550e-03 -1.07097472e-04 9.23179628e-01 8.30923527e-01] main(): current acceptance fraction: 39.6450764818 MCMC took 85.88616 sec Running MCMC mcmc-default-064-015-523.pickle manylnprob(): lnp = [-28433.78763071 -28439.94246564 -28429.41691892 -28429.96357815 -28428.2984298 -28429.74229833 -28430.52526001 -28429.26534735 -28431.24695751 -28434.00537382 -28430.58004057 -28471.70554166 -28447.86406753 -28432.18681814 -28429.95319365 -28429.91841491 -28428.30263684 -28427.78194729 -28430.31967924 -28434.21455599 -28446.10047414 -28442.35516361 -28429.42646588 -28429.3678891 -28431.52639984 -28432.3483568 -28445.27429443 -28455.5135299 -28444.85289291 -28442.58890022 -28432.20966134 -28427.73234264 -28428.6208302 -28436.13780432 -28430.4005392 -28429.74887341 -28480.25800207 -28428.88039164 -28429.68304835 -28431.22336637 -28432.10830009 -28436.17042825 -28428.12257536 -28428.30047561 -28428.48916243 -28429.05715229 -28429.26760029 -28427.93958035 -28427.31708399 -28429.57812587 -28432.0858595 -28439.07225485 -28427.78625693 -28429.58330591 -28444.50717514 -28427.49551868 -28435.63130691 -28429.51820783 -28434.54046676 -28430.6281257 -28439.79287689 -28429.73418396 -28448.94768338 -28428.71996498] manylnprob(): p[0] = [ 1.33872880e+00 2.22688161e+00 9.49670923e-01 -8.72551407e-03 7.22004212e-03 -1.06038231e-04 9.22420226e-01 8.25078030e-01] main(): current acceptance fraction: 39.6499284351 MCMC took 84.678224 sec Running MCMC mcmc-default-064-015-524.pickle manylnprob(): lnp = [-28428.37030945 -28437.8597639 -28428.46809088 -28430.18870119 -28429.43740911 -28429.1792378 -28456.41022072 -28428.95175319 -28431.4196476 -28427.73491031 -28431.44311408 -28469.21919155 -28429.03851978 -28432.16039456 -28435.22560139 -28430.47835047 -28428.45191372 -28428.34800824 -28434.45021581 -28430.5068934 -28442.97371075 -28428.4663776 -28432.75361756 -28454.33281465 -28429.1384313 -28446.95483198 -28455.11884777 -28428.52787924 -28439.4820606 -28432.58675044 -28431.75220892 -28427.64382827 -28447.08218401 -28427.63431743 -28432.12764958 -28429.35386096 -28430.07628915 -28455.98609241 -28430.10347753 -28434.17574609 -28429.29017769 -28429.75420322 -28429.35646542 -28428.90823415 -28431.01349674 -28429.28285975 -28429.97813438 -28428.486321 -28427.31058804 -28428.05451179 -28436.87760754 -28441.06037083 -28429.25758098 -28428.82661648 -28429.05479538 -28429.49497029 -28431.31495813 -28429.38123251 -28447.11015649 -28430.57062779 -28427.84855764 -28431.06158275 -28445.28667883 -28427.839884 ] manylnprob(): p[0] = [ 1.33350410e+00 2.21601920e+00 9.43169118e-01 -8.72724072e-03 7.32327721e-03 -4.98808327e-05 9.21355293e-01 8.44480096e-01] main(): current acceptance fraction: 39.6755952381 MCMC took 85.82989 sec Running MCMC mcmc-default-064-015-525.pickle manylnprob(): lnp = [-28434.18291376 -28430.84073809 -28439.48551862 -28429.11302536 -28428.85548409 -28451.84952504 -28437.23553087 -28434.5953678 -28430.3335324 -28428.89721288 -28436.59966511 -28472.33527048 -28428.68863636 -28438.93546302 -28464.06396038 -28430.21481048 -28428.58340337 -28436.25120891 -28430.79960241 -28428.5703366 -28441.14778601 -28428.84887979 -28430.14808786 -28435.03955867 -28451.52715117 -28431.7735082 -28443.69752927 -28450.78192867 -28429.68127721 -28434.65732044 -28436.78066076 -28429.05684388 -28433.62568825 -28427.94177222 -28445.88145304 -28429.74849528 -28428.9908286 -28446.92043047 -28452.23124972 -28446.76126128 -28435.90913465 -28432.40703362 -28429.55029274 -28462.46571888 -28432.64428757 -28438.09527045 -28445.91325995 -28433.30389391 -28427.8105229 -28429.47253219 -28430.93431976 -28439.57335556 -28428.99580166 -28439.7695736 -28441.73111163 -28430.38541628 -28465.63475445 -28448.35598775 -28432.53368673 -28435.75887077 -28431.47822841 -28429.80465518 -28429.45438516 -28428.3213941 ] manylnprob(): p[0] = [ 1.33530020e+00 2.21995031e+00 9.45171224e-01 -8.75118496e-03 7.21287821e-03 -1.12820524e-04 9.16823235e-01 8.09992645e-01] main(): current acceptance fraction: 39.6506653992 MCMC took 84.97245 sec Running MCMC mcmc-default-064-015-526.pickle manylnprob(): lnp = [-28429.76368856 -28429.78147139 -28448.80073927 -28428.33392542 -28447.97334934 -28432.54268196 -28428.56052353 -28432.05417006 -28435.40570711 -28440.17920961 -28430.13071338 -28433.53459905 -28447.43501775 -28444.42956249 -28438.65847347 -28451.88067912 -28428.36867991 -28428.04655869 -28428.48168734 -28429.97324876 -28428.07678826 -28429.04390963 -28436.00236605 -28429.01906502 -28429.15144245 -28429.01042805 -28443.69667133 -28429.7715901 -28437.83901401 -28436.1966086 -28428.95640494 -28428.91938169 -28440.10912526 -28429.44753028 -28427.68886661 -28438.76369568 -28428.84574892 -28433.49826114 -28430.23659912 -28432.19263462 -28428.83981666 -28444.16358578 -28451.87866291 -28428.94365405 -28430.28349965 -28428.50654219 -28431.03525566 -28430.12877814 -28427.67980652 -28429.21755858 -28428.58780553 -28428.64174726 -28447.38829196 -28432.59611477 -28434.33737206 -28429.74286282 -28431.4433088 -28431.73452759 -28448.85743682 -28429.4702052 -28428.15773222 -28441.56095628 -28435.60742214 -28428.84029184] manylnprob(): p[0] = [ 1.33215028e+00 2.21349988e+00 9.41621953e-01 -8.81594589e-03 7.18124029e-03 -1.28859151e-04 9.23053432e-01 8.30198604e-01] main(): current acceptance fraction: 39.6465844402 MCMC took 86.357881 sec Running MCMC mcmc-default-064-015-527.pickle manylnprob(): lnp = [-28431.18499028 -28429.94714314 -28427.75919039 -28427.99041052 -28428.08574389 -28430.51977785 -28434.00634989 -28428.93241316 -28453.43738866 -28437.16463098 -28428.39082393 -28432.32837355 -28432.3497998 -28436.25056277 -28452.72745905 -28433.32388304 -28428.09601876 -28427.3342398 -28427.73402675 -28434.74824621 -28429.42366062 -28427.55726871 -28430.23240036 -28480.63824865 -28464.69760481 -28431.4857361 -28429.74870083 -28430.42430071 -28444.36573937 -28427.93638172 -28428.16957005 -28428.28434082 -28429.70286028 -28427.61881063 -28429.13006098 -28438.25757542 -28427.9289695 -28429.32674018 -28427.59197557 -28430.56608951 -28429.28985635 -28432.47552483 -28428.86871465 -28434.65638504 -28428.18307725 -28443.14947512 -28432.5881456 -28441.85509091 -28438.10386537 -28434.93195553 -28431.44616803 -28438.39398864 -28429.27336563 -28428.21503589 -28430.39901531 -28428.46341518 -28430.17103907 -28429.71837166 -28429.97437667 -28428.92973526 -28439.15498984 -28431.46072186 -28433.36212906 -28431.11564396] manylnprob(): p[0] = [ 1.33709301e+00 2.22360227e+00 9.47711906e-01 -8.75742975e-03 7.19989197e-03 -1.14381808e-04 9.24835919e-01 8.26804125e-01] main(): current acceptance fraction: 39.6484375 MCMC took 85.034774 sec Running MCMC mcmc-default-064-015-528.pickle manylnprob(): lnp = [-28432.18813163 -28427.91214431 -28432.17965547 -28429.36682034 -28441.78389284 -28483.29288639 -28431.52686681 -28428.27848366 -28428.71922196 -28434.88280463 -28429.42126104 -28440.35397759 -28446.40806934 -28430.48226267 -28469.39791476 -28427.77775199 -28432.9171853 -28427.29607449 -28427.92693564 -28429.22070392 -28434.67801242 -28429.99931235 -28429.9821264 -28429.60861059 -28429.12517132 -28430.36719668 -28429.56372591 -28433.31749987 -28451.17574209 -28428.22200903 -28429.08342429 -28431.83455999 -28430.82327183 -28437.59249196 -28428.3251581 -28430.76515777 -28429.15351423 -28429.75962136 -28436.51590703 -28431.47390545 -28429.0098497 -28432.42535237 -28438.31234136 -28430.66158832 -28482.30061411 -28434.81794235 -28454.32055908 -28442.34694526 -28427.88781994 -28429.5647385 -28453.52945841 -28429.63585777 -28435.3449909 -28445.2259331 -28428.17653459 -28429.42986108 -28430.50963339 -28441.44709445 -28428.76053689 -28429.1554192 -28430.14833958 -28439.83886922 -28445.87407205 -28430.22976924] manylnprob(): p[0] = [ 1.33674525e+00 2.22292391e+00 9.47156335e-01 -8.75592558e-03 7.20108902e-03 -1.16765346e-04 9.23373817e-01 8.20825461e-01] main(): current acceptance fraction: 39.6502835539 MCMC took 84.86488 sec Running MCMC mcmc-default-064-015-529.pickle manylnprob(): lnp = [-28445.95527189 -28428.60573913 -28429.20997513 -28429.91435895 -28430.1023337 -28428.5472706 -28429.14084722 -28434.19103203 -28429.68440285 -28436.89174509 -28432.54059568 -28435.31055447 -28428.88544914 -28431.90647459 -28433.73409063 -28431.34280024 -28429.93793421 -28445.46613123 -28427.56443091 -28429.10209536 -28430.97833125 -28427.59735318 -28430.81779561 -28431.47655868 -28428.87593381 -28430.15134098 -28427.55261069 -28444.56199401 -28438.06007662 -28432.97142317 -28431.50402173 -28430.24765595 -28442.3042705 -28430.03218117 -28428.00370212 -28430.122429 -28431.19630294 -28454.92155756 -28427.85770807 -28431.74829067 -28430.16540888 -28431.98279039 -28430.79212771 -28429.24417412 -28428.42238162 -28440.61548705 -28444.61150305 -28427.47354708 -28429.04528505 -28429.69749667 -28428.81383503 -28439.68958056 -28428.38751636 -28428.97686122 -28429.73907101 -28428.89261138 -28437.70038573 -28428.46588259 -28429.00902071 -28429.49720536 -28429.036617 -28430.71215292 -28429.60420986 -28429.13540123] manylnprob(): p[0] = [ 1.33444750e+00 2.21859313e+00 9.44400533e-01 -8.81787387e-03 7.15038430e-03 -1.67196036e-04 9.28699694e-01 7.89048229e-01] main(): current acceptance fraction: 39.6550707547 MCMC took 85.72482 sec Plotting trajectory traj-default-064-015-530.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-530.png Running MCMC mcmc-default-064-015-530.pickle manylnprob(): lnp = [-28433.41308163 -28447.19387537 -28428.2413725 -28428.49216182 -28452.71200605 -28435.40419654 -28432.48071383 -28427.23374964 -28451.77021619 -28440.8077676 -28427.67229892 -28479.38573305 -28428.76879249 -28430.65590814 -28452.17247568 -28429.25576338 -28432.9938571 -28427.18509902 -28435.28331991 -28429.33481031 -28445.31333444 -28428.2498062 -28429.15696578 -28445.18516422 -28449.59800474 -28457.64889712 -28427.6548223 -28431.25948311 -28435.94967365 -28435.30633251 -28429.70728155 -28430.05979836 -28428.76117455 -28443.67594912 -28428.51538734 -28432.04433789 -28450.68546528 -28429.45574546 -28441.43275801 -28449.78338035 -28430.13384182 -28435.58592403 -28438.38697331 -28430.4867887 -28429.25627814 -28430.57613887 -28461.78905954 -28429.35548701 -28439.12295947 -28428.59770712 -28431.57546699 -28427.87633906 -28430.60806364 -28441.23928391 -28430.5600136 -28428.63628633 -28439.72884549 -28427.72194779 -28433.09497278 -28432.63864413 -28433.12354493 -28434.22733377 -28435.04625742 -28433.20099681] manylnprob(): p[0] = [ 1.33626882e+00 2.22196673e+00 9.46441089e-01 -8.77038542e-03 7.18633283e-03 -1.25884056e-04 9.24000307e-01 8.17769508e-01] main(): current acceptance fraction: 39.6392419962 MCMC took 85.375537 sec Running MCMC mcmc-default-064-015-531.pickle manylnprob(): lnp = [-28445.51601386 -28429.58851955 -28444.1695795 -28430.04194976 -28429.48245681 -28437.02983879 -28441.00740968 -28431.9875924 -28430.13068335 -28430.97940741 -28428.10144191 -28439.14124948 -28442.38566272 -28432.51313583 -28452.72767179 -28429.30672976 -28429.44364166 -28442.91403169 -28431.45607875 -28428.08665317 -28429.09733142 -28427.4447836 -28437.21221157 -28428.70446633 -28431.84263384 -28428.71451133 -28428.32369254 -28433.21638402 -28452.52634914 -28428.17207033 -28429.3378515 -28428.27366819 -28431.52352512 -28441.88258635 -28430.58937409 -28433.61220906 -28431.25281988 -28440.27552004 -28428.3592088 -28432.94109065 -28428.74980306 -28431.62615894 -28431.18109078 -28436.90360683 -28428.44269684 -28430.1520306 -28456.33683497 -28471.11619477 -28428.35072184 -28432.13142025 -28438.49967023 -28428.7852914 -28428.73711284 -28430.87680295 -28446.63319558 -28430.42273828 -28445.7286007 -28437.59243042 -28455.1722251 -28449.04298324 -28440.37395816 -28428.80573923 -28428.41589023 -28433.64822559] manylnprob(): p[0] = [ 1.33724275e+00 2.22374042e+00 9.47270145e-01 -8.77865968e-03 7.15033904e-03 -1.51066005e-04 9.24192105e-01 8.18030782e-01] main(): current acceptance fraction: 39.6352208647 MCMC took 85.60077 sec Running MCMC mcmc-default-064-015-532.pickle manylnprob(): lnp = [-28452.23901514 -28432.57494255 -28427.4835989 -28437.58520717 -28430.07216888 -28439.83674823 -28443.35520422 -28431.94670627 -28429.61067669 -28432.20096732 -28429.36720258 -28433.5105198 -28429.81001984 -28431.69269216 -28430.1513061 -28429.05482681 -28428.34488873 -28430.31349819 -28433.87853271 -28428.04635229 -28430.05486469 -28427.56085709 -28428.5539857 -28428.13774869 -28429.25193561 -28430.55684882 -28434.26359393 -28456.61937781 -28429.28284298 -28427.76659917 -28437.23195506 -28444.87257029 -28433.72949025 -28443.83723612 -28450.44906143 -28432.68187514 -28442.85831276 -28456.98342342 -28441.06990313 -28442.6415519 -28436.60833254 -28449.27523852 -28429.24104352 -28429.59915662 -28440.04165495 -28430.42782054 -28450.59941867 -28428.35300201 -28440.27398711 -28440.1760795 -28429.11801778 -28439.14017183 -28429.50695107 -28430.26962408 -28445.52575046 -28433.1843509 -28430.28705643 -28431.47448157 -28459.57042988 -28450.05862801 -28446.06592249 -28429.04680619 -28428.78575334 -28433.47189151] manylnprob(): p[0] = [ 1.33574853e+00 2.22093081e+00 9.45415339e-01 -8.82115133e-03 7.08888469e-03 -1.96464024e-04 9.37435914e-01 7.91764095e-01] main(): current acceptance fraction: 39.6224202627 MCMC took 84.968457 sec Running MCMC mcmc-default-064-015-533.pickle manylnprob(): lnp = [-28438.88671784 -28442.45673677 -28429.77247319 -28453.42248192 -28440.28704887 -28451.16764996 -28440.72797165 -28429.38907339 -28436.71863225 -28428.32196159 -28431.74137943 -28497.69583735 -28430.7889153 -28444.40874083 -28447.25047015 -28438.9397279 -28429.28570954 -28429.88984228 -28427.72623346 -28432.34538834 -28432.26118351 -28427.37504978 -28428.57150595 -28428.39442543 -28428.80014117 -28429.35576909 -28428.53553292 -28450.20429413 -28428.96783958 -28431.51604916 -28444.26211358 -28454.74378004 -28435.71872006 -28432.35766036 -28431.17968271 -28428.93487751 -28431.23610041 -28428.38721521 -28434.1164028 -28429.6134191 -28429.70370982 -28431.97677912 -28430.61128798 -28429.95949092 -28432.43749677 -28444.75312083 -28430.94288681 -28432.9003189 -28428.634838 -28431.69086865 -28441.08364625 -28441.19927331 -28444.44028198 -28431.65750054 -28428.56998679 -28428.75238939 -28450.18420216 -28454.75626714 -28433.87342735 -28428.88826084 -28438.41173506 -28435.80217737 -28441.06765499 -28450.79558824] manylnprob(): p[0] = [ 1.33668196e+00 2.22249091e+00 9.46516952e-01 -8.73553414e-03 7.23097841e-03 -1.08806937e-04 9.24300118e-01 8.15509071e-01] main(): current acceptance fraction: 39.612593633 MCMC took 85.837058 sec Running MCMC mcmc-default-064-015-534.pickle manylnprob(): lnp = [-28430.42119973 -28441.82195168 -28446.71815152 -28429.27030334 -28435.44055237 -28448.22171159 -28433.74937372 -28451.16222939 -28427.45775753 -28428.52118628 -28428.95717782 -28431.8691388 -28444.87913913 -28434.07276424 -28432.60780036 -28429.76425389 -28433.45233315 -28432.3633695 -28427.8503306 -28442.20865402 -28431.87258638 -28427.94934203 -28428.56323968 -28434.83501577 -28427.45417977 -28435.84074176 -28428.90444301 -28455.42497108 -28435.08847449 -28434.36893388 -28459.57422863 -28441.69532298 -28470.23999501 -28429.72023999 -28444.09161553 -28428.43233568 -28430.29940868 -28427.75280291 -28427.74667429 -28429.46544203 -28428.24914072 -28433.07348329 -28432.38762612 -28432.75779473 -28450.54894475 -28429.62292865 -28430.79391637 -28434.70458194 -28432.07744808 -28430.36459068 -28435.51333501 -28429.07242678 -28435.20879369 -28444.1985526 -28427.67408988 -28442.61842055 -28476.33352177 -28428.4946591 -28444.36634161 -28434.54055858 -28428.64206394 -28429.79468592 -28430.75775858 -28432.45489412] manylnprob(): p[0] = [ 1.33626991e+00 2.22227883e+00 9.46989373e-01 -8.73075583e-03 7.24103957e-03 -9.09369020e-05 9.25284032e-01 8.42652520e-01] main(): current acceptance fraction: 39.5998831776 MCMC took 85.555336 sec Running MCMC mcmc-default-064-015-535.pickle manylnprob(): lnp = [-28441.82352318 -28429.1684047 -28430.37658676 -28430.08156496 -28442.18324779 -28428.83856135 -28433.57454951 -28454.34224717 -28428.79071897 -28427.43991567 -28428.30343809 -28432.9404833 -28432.680449 -28434.16341113 -28439.21109343 -28429.62646753 -28434.03779735 -28429.03258197 -28431.40797002 -28472.8898575 -28431.19565524 -28427.28673821 -28428.93643608 -28464.29457364 -28442.99075683 -28431.73555474 -28429.35831425 -28460.25870567 -28435.51811567 -28428.00659819 -28468.71744086 -28429.44817127 -28455.74062276 -28429.74018501 -28445.72357348 -28433.81157343 -28428.63108078 -28428.32680657 -28447.83529657 -28428.36347509 -28449.16846375 -28461.1162775 -28432.29059834 -28456.12332401 -28434.22975074 -28429.6702825 -28439.4467013 -28442.83021866 -28430.20462596 -28441.21613042 -28438.52122311 -28430.44747684 -28431.79874965 -28450.84716972 -28441.4290709 -28439.86236016 -28436.58362854 -28438.79477775 -28433.43869463 -28428.82557085 -28430.24718309 -28429.79507495 -28431.12975887 -28438.23866941] manylnprob(): p[0] = [ 1.33242414e+00 2.21441448e+00 9.41134789e-01 -8.89240304e-03 7.05473508e-03 -2.02638162e-04 9.28598396e-01 7.96629133e-01] main(): current acceptance fraction: 39.5930503731 MCMC took 85.808956 sec Running MCMC mcmc-default-064-015-536.pickle manylnprob(): lnp = [-28433.88421532 -28429.44288514 -28430.44927481 -28430.1169285 -28429.66574675 -28428.27281685 -28434.90748147 -28428.84118659 -28433.742096 -28432.30157206 -28428.11951229 -28468.79358711 -28436.09971105 -28443.86277918 -28441.16019104 -28430.61888187 -28445.25963174 -28440.80352471 -28432.10494488 -28432.31544289 -28453.68437152 -28427.92944288 -28427.29470343 -28429.02439836 -28429.06367166 -28433.13727716 -28432.44948015 -28466.51825745 -28428.35878707 -28428.47806868 -28429.573579 -28428.3257494 -28442.0721356 -28428.83107725 -28436.19212074 -28433.38529696 -28430.1758604 -28451.28801533 -28437.32099884 -28428.98671471 -28432.58479182 -28450.73648839 -28434.41327167 -28452.91222193 -28428.12843154 -28429.66901312 -28431.13134542 -28445.70482287 -28428.33227919 -28435.38422611 -28435.22941571 -28431.61644273 -28450.45019898 -28432.27199715 -28428.45381674 -28472.34858156 -28438.1948152 -28445.50352048 -28429.66809893 -28431.94737108 -28436.78070262 -28436.68604578 -28429.74434745 -28433.19862685] manylnprob(): p[0] = [ 1.33491387e+00 2.21932095e+00 9.44738531e-01 -8.78857170e-03 7.17926511e-03 -1.39074449e-04 9.22232969e-01 8.16849794e-01] main(): current acceptance fraction: 39.594972067 MCMC took 85.675175 sec Running MCMC mcmc-default-064-015-537.pickle manylnprob(): lnp = [-28457.40929925 -28429.43531659 -28428.96529581 -28430.62443198 -28455.15457084 -28427.67670375 -28431.05001288 -28427.45511629 -28437.31421502 -28431.04617968 -28444.84160448 -28433.17214978 -28428.76626962 -28433.66157672 -28434.58690767 -28428.57532652 -28430.54729565 -28452.09565921 -28428.04098637 -28428.38224487 -28441.70746735 -28433.23987917 -28428.32539456 -28429.14406489 -28430.28082159 -28443.77902354 -28432.14758943 -28431.99275369 -28437.16817503 -28428.29272427 -28430.04923868 -28429.99969417 -28431.27202848 -28431.24953627 -28428.39705538 -28430.89995625 -28434.63282386 -28428.50384128 -28427.87308247 -28443.79265802 -28428.70793751 -28437.18517515 -28452.75659023 -28447.62606881 -28432.40833342 -28429.83766717 -28431.21510566 -28451.88075898 -28428.59270217 -28442.30623938 -28452.80898419 -28429.59295957 -28443.25546241 -28445.65453405 -28429.73512664 -28430.20360992 -28448.67886874 -28428.73431423 -28445.62943104 -28430.62646729 -28429.66509003 -28441.06751516 -28428.3649209 -28432.24670658] manylnprob(): p[0] = [ 1.33697167e+00 2.22423539e+00 9.46943438e-01 -8.89404858e-03 6.92342628e-03 -2.82507819e-04 9.19771966e-01 8.15759890e-01] main(): current acceptance fraction: 39.5997908922 MCMC took 86.091826 sec Running MCMC mcmc-default-064-015-538.pickle manylnprob(): lnp = [-28473.57678418 -28429.52934896 -28428.55840075 -28429.84529976 -28429.19515042 -28428.21855848 -28449.98242902 -28430.05406899 -28428.34474922 -28433.75818421 -28431.12453696 -28430.54948028 -28428.94673416 -28432.49082734 -28459.57982265 -28431.14777263 -28430.44651244 -28455.23221615 -28431.47231433 -28432.49371224 -28456.73350015 -28428.32261096 -28429.13932344 -28429.14184634 -28427.80165127 -28431.23531 -28436.97947898 -28429.04775289 -28447.13319465 -28428.80840185 -28441.51000208 -28440.17111696 -28433.40796324 -28429.18730443 -28430.01163733 -28429.09825462 -28457.63335287 -28446.76473473 -28427.26956959 -28432.35127194 -28435.41274703 -28438.42446652 -28429.48494034 -28432.097498 -28451.95768198 -28442.29262981 -28431.65502738 -28431.41172396 -28428.17920691 -28430.27388906 -28429.79549008 -28449.93935381 -28453.39626439 -28456.25142588 -28457.76611096 -28427.43081662 -28445.22398423 -28428.74864297 -28428.18795203 -28436.1072383 -28437.47580051 -28436.64618969 -28437.87346115 -28430.24129043] manylnprob(): p[0] = [ 1.33258843e+00 2.21396413e+00 9.40377311e-01 -8.82263822e-03 7.16354785e-03 -1.73241053e-04 9.19169708e-01 8.05768814e-01] main(): current acceptance fraction: 39.5900974026 MCMC took 85.732874 sec Running MCMC mcmc-default-064-015-539.pickle manylnprob(): lnp = [-28441.79955743 -28434.02165749 -28428.95692353 -28429.89348557 -28427.98132798 -28429.59118848 -28430.33029526 -28431.84316506 -28432.53982144 -28463.90611078 -28429.97987712 -28432.75866026 -28427.71486094 -28435.32474748 -28431.40211838 -28428.28670981 -28451.07289592 -28432.86948896 -28448.06361284 -28448.3398094 -28429.02517704 -28428.5843669 -28428.11493334 -28438.02267096 -28442.55679076 -28432.71084659 -28431.96662782 -28444.61728596 -28430.75773768 -28428.51208815 -28430.61354767 -28430.80979567 -28428.32219939 -28432.09936712 -28437.7704688 -28427.5714236 -28435.461642 -28431.90967054 -28428.69969007 -28430.14365495 -28428.94005433 -28432.21062809 -28429.53869817 -28436.34447145 -28430.09764048 -28472.15663579 -28428.50547823 -28449.46123714 -28451.3398386 -28431.46984894 -28429.42269987 -28431.00311755 -28434.64721058 -28429.7739857 -28445.19036716 -28470.92702544 -28432.03867535 -28435.09218156 -28429.67948553 -28446.16114824 -28452.86213504 -28432.29325401 -28433.10993915 -28429.50499306] manylnprob(): p[0] = [ 1.33126547e+00 2.21159405e+00 9.39453387e-01 -8.84917457e-03 7.12400166e-03 -1.78519379e-04 9.26837408e-01 7.93096001e-01] main(): current acceptance fraction: 39.5891203704 MCMC took 84.776886 sec Plotting trajectory traj-default-064-015-540.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-540.png Running MCMC mcmc-default-064-015-540.pickle manylnprob(): lnp = [-28449.98886244 -28428.21726223 -28429.27782082 -28430.86299495 -28427.54869535 -28429.41515851 -28430.85389936 -28437.39328361 -28428.87019677 -28433.09394891 -28429.59443249 -28434.67488721 -28440.27671797 -28439.83681459 -28430.0448065 -28427.15147218 -28429.0262693 -28451.89881748 -28465.04825472 -28431.47494694 -28427.89826581 -28428.30197921 -28442.99363032 -28429.42691079 -28426.7269067 -28463.63306928 -28432.00904506 -28427.25024449 -28433.46004218 -28438.81716481 -28427.47933398 -28435.15743868 -28440.33850662 -28428.41024463 -28428.84501741 -28429.20527027 -28545.79320015 -28447.95401118 -28446.21692373 -28429.33090452 -28430.03793397 -28430.00185671 -28428.6648558 -28461.29922936 -28428.48566464 -28433.5595424 -28440.12257232 -28445.63551088 -28432.64882174 -28436.34657074 -28440.36630217 -28438.19753502 -28430.97775188 -28430.00043819 -28428.49300475 -28428.49262857 -28448.54211086 -28431.2327515 -28428.74032325 -28436.68072875 -28437.35417622 -28428.42566554 -28459.75804972 -28427.71622144] manylnprob(): p[0] = [ 1.33047873e+00 2.21040101e+00 9.38806973e-01 -8.80428717e-03 7.21690430e-03 -1.53951379e-04 9.20273948e-01 8.03287484e-01] main(): current acceptance fraction: 39.5765942699 MCMC took 85.341125 sec Running MCMC mcmc-default-064-015-541.pickle manylnprob(): lnp = [-28450.65672311 -28428.31381087 -28436.44710962 -28437.3191451 -28438.65009623 -28469.00860293 -28429.11065405 -28431.37044755 -28429.86360948 -28427.97290901 -28432.85723475 -28456.45589402 -28428.03393916 -28451.37680261 -28430.19816551 -28428.0362203 -28444.26249756 -28459.55833522 -28430.57604791 -28436.34795609 -28431.76275408 -28429.55184037 -28435.59629988 -28432.58562261 -28429.45980092 -28429.26536065 -28429.748406 -28430.82316906 -28432.94975172 -28429.13700448 -28430.63569692 -28453.07158215 -28428.99018666 -28430.99199746 -28429.04754921 -28430.56110386 -28430.64723041 -28430.15218181 -28438.27746251 -28449.04573038 -28429.89782721 -28435.86161095 -28431.75869082 -28454.86417127 -28429.12675107 -28429.26399215 -28450.65252377 -28428.56899254 -28429.98586882 -28432.13275995 -28440.08908175 -28455.31075876 -28430.42404864 -28430.94392595 -28429.48180439 -28443.90876883 -28463.50773657 -28444.91610499 -28431.12462284 -28443.43300114 -28430.56438506 -28431.8679256 -28441.85127752 -28438.77671166] manylnprob(): p[0] = [ 1.33261239e+00 2.21469879e+00 9.41294093e-01 -8.83968163e-03 7.09926279e-03 -1.93107722e-04 9.23069857e-01 8.11688991e-01] main(): current acceptance fraction: 39.5814114391 MCMC took 86.667179 sec Running MCMC mcmc-default-064-015-542.pickle manylnprob(): lnp = [-28453.51847014 -28448.13522148 -28428.9259917 -28442.41735136 -28427.24807789 -28429.0295226 -28428.81863983 -28450.55944689 -28440.79413294 -28427.45024216 -28428.30054234 -28428.8641794 -28435.61440939 -28433.03883338 -28430.04400276 -28428.26129839 -28431.19274343 -28428.49294813 -28436.40028937 -28433.90000752 -28432.26713382 -28428.30756048 -28428.12539612 -28443.14784039 -28435.31355059 -28431.06229628 -28429.49230761 -28430.73717436 -28447.79775856 -28440.38327835 -28436.29671404 -28440.21053988 -28428.51764158 -28433.57955324 -28452.78234986 -28428.80231261 -28433.93800236 -28429.56215163 -28428.58569215 -28428.76825132 -28430.86184036 -28435.73353471 -28427.41665611 -28437.19015106 -28429.13444307 -28428.5016326 -28431.27182868 -28430.42090633 -28443.24717399 -28429.77519854 -28429.83696143 -28429.53295532 -28444.306824 -28430.97610546 -28443.09551119 -28437.24865757 -28438.75568501 -28459.27941649 -28433.97827222 -28429.77495716 -28431.96768186 -28428.49398665 -28430.51661304 -28437.68128186] manylnprob(): p[0] = [ 1.32934591e+00 2.20831439e+00 9.37265539e-01 -8.80055741e-03 7.24986910e-03 -1.49549381e-04 9.19968631e-01 7.93606645e-01] main(): current acceptance fraction: 39.5833333333 MCMC took 85.424477 sec Running MCMC mcmc-default-064-015-543.pickle manylnprob(): lnp = [-28465.71773796 -28428.05140974 -28441.20606668 -28431.12983571 -28427.29883718 -28428.7733464 -28428.98709904 -28429.27121539 -28428.48853987 -28428.65056646 -28428.34032912 -28429.06269666 -28428.46081099 -28441.848681 -28431.96088829 -28427.97359316 -28431.54891046 -28428.12337361 -28457.23080126 -28433.14897613 -28430.83477112 -28434.52697274 -28430.87284853 -28453.25837688 -28430.37072501 -28443.98903543 -28428.94395771 -28429.51110736 -28431.38330306 -28427.92871796 -28445.02379963 -28429.96840804 -28434.84427779 -28448.24641368 -28427.9157151 -28429.09056841 -28442.72292532 -28432.29994568 -28440.42629111 -28428.59810609 -28433.95688538 -28441.1149745 -28436.6474546 -28429.99614189 -28428.24062604 -28443.24659312 -28431.8194548 -28428.58761987 -28433.76685185 -28439.47493922 -28428.38228282 -28434.34485951 -28429.1587166 -28429.1913967 -28427.98394073 -28472.45606045 -28448.16099556 -28432.9872534 -28434.64439577 -28438.55856741 -28428.85390928 -28427.90678677 -28442.95931645 -28429.03539921] manylnprob(): p[0] = [ 1.33552576e+00 2.22094433e+00 9.44929832e-01 -8.80579081e-03 7.13766312e-03 -1.84166905e-04 9.28920391e-01 7.95698227e-01] main(): current acceptance fraction: 39.5737591912 MCMC took 85.760603 sec Running MCMC mcmc-default-064-015-544.pickle manylnprob(): lnp = [-28477.5093687 -28428.34907815 -28437.95737156 -28442.85027338 -28437.24406476 -28442.68230527 -28428.02799904 -28427.31870505 -28431.85971971 -28427.95349295 -28427.44546597 -28436.34009913 -28438.2154493 -28429.00546746 -28440.02256577 -28431.01079839 -28437.45585638 -28429.44209198 -28429.03140608 -28431.90556957 -28432.95283164 -28429.53946825 -28431.21491959 -28442.04472218 -28441.56713142 -28430.79632072 -28434.02749302 -28428.46629826 -28429.56394762 -28431.90098396 -28434.47313021 -28462.65672983 -28428.82332098 -28435.38602175 -28443.84901984 -28445.68530464 -28431.78190649 -28428.15588842 -28428.02381262 -28441.34429624 -28430.04569425 -28466.83612079 -28432.247715 -28426.68687203 -28451.10672425 -28428.04385434 -28429.56939832 -28428.30781338 -28431.44388909 -28439.73225392 -28431.63127188 -28428.24650786 -28428.36102031 -28445.15737989 -28442.26968511 -28429.35085614 -28465.89588832 -28443.6420878 -28432.48791035 -28434.37739517 -28432.03406769 -28428.87861424 -28429.2588123 -28429.65782581] manylnprob(): p[0] = [ 1.33372323e+00 2.21674822e+00 9.42066345e-01 -8.80885810e-03 7.16801314e-03 -1.79838017e-04 9.27641802e-01 7.83746848e-01] main(): current acceptance fraction: 39.561353211 MCMC took 85.4006 sec Running MCMC mcmc-default-064-015-545.pickle manylnprob(): lnp = [-28451.19797323 -28430.29030579 -28444.61965828 -28438.86298904 -28441.14286956 -28429.41895017 -28427.79926414 -28431.79069062 -28430.77211906 -28437.51466396 -28431.10416984 -28428.87405611 -28428.74237252 -28430.38872116 -28429.16863001 -28429.41859339 -28433.24551069 -28428.97044585 -28429.27872312 -28428.85494827 -28454.31573025 -28436.63810078 -28427.99379635 -28432.14263832 -28431.06986788 -28441.13956657 -28428.4599414 -28431.5863173 -28430.31672963 -28444.59917129 -28430.18238018 -28429.23840619 -28432.32666071 -28430.69013554 -28428.54233343 -28451.24591525 -28428.06632125 -28428.18643494 -28427.84667936 -28427.99374097 -28429.47273639 -28452.62536287 -28431.13334388 -28427.91481248 -28432.48597348 -28427.27777987 -28429.59415008 -28431.28430762 -28429.68322936 -28442.88001057 -28430.81309064 -28429.43346348 -28430.0764576 -28434.08300862 -28431.94551701 -28428.40455103 -28439.7171269 -28428.40930465 -28449.7709 -28434.95232311 -28438.93775451 -28428.41699533 -28430.26645225 -28440.93484365] manylnprob(): p[0] = [ 1.33338513e+00 2.21595006e+00 9.42109315e-01 -8.80760597e-03 7.17559521e-03 -1.56206508e-04 9.21363920e-01 8.09447355e-01] main(): current acceptance fraction: 39.5604395604 MCMC took 84.416145 sec Running MCMC mcmc-default-064-015-546.pickle manylnprob(): lnp = [-28433.72749623 -28431.83027335 -28427.71547144 -28436.1021875 -28427.55538676 -28430.99334082 -28428.55771932 -28431.23043261 -28441.36641851 -28431.00982624 -28428.50919641 -28428.89729549 -28436.17811824 -28428.82120686 -28430.69576215 -28447.22834309 -28445.05337534 -28427.99613382 -28430.98446306 -28428.19425062 -28433.18509235 -28434.82443911 -28428.43235153 -28442.62838347 -28430.41362592 -28431.11188544 -28428.72737922 -28431.162342 -28431.05640392 -28427.23130788 -28427.27893521 -28432.0849838 -28432.3567156 -28438.58976298 -28428.20120654 -28429.75745008 -28427.963251 -28428.20987966 -28431.58120005 -28430.00860515 -28428.79006612 -28435.73930132 -28443.79619849 -28427.46646505 -28448.40324894 -28427.18135233 -28429.0210869 -28432.23917587 -28436.79482937 -28457.96959482 -28432.76151597 -28430.03921689 -28432.03892003 -28434.13960864 -28428.61624097 -28439.43842694 -28428.54388349 -28429.58338385 -28430.91156054 -28429.63630249 -28439.4732284 -28429.78518891 -28437.66775469 -28444.02546874] manylnprob(): p[0] = [ 1.33171056e+00 2.21272916e+00 9.40802041e-01 -8.83060309e-03 7.13785729e-03 -1.64710239e-04 9.24928670e-01 8.14967544e-01] main(): current acceptance fraction: 39.5738117002 MCMC took 85.697462 sec Running MCMC mcmc-default-064-015-547.pickle manylnprob(): lnp = [-28478.672354 -28435.96907175 -28434.9374397 -28443.05611296 -28427.48542114 -28430.55286913 -28429.41829564 -28437.49032186 -28440.15983637 -28428.48080736 -28457.71707322 -28429.01099281 -28438.83467868 -28428.40907556 -28431.59396944 -28435.69465802 -28431.30642178 -28428.09109149 -28430.55720483 -28428.08526718 -28430.6374072 -28435.00265665 -28430.05103275 -28451.45074404 -28431.04676408 -28444.15383911 -28427.68372642 -28429.24842708 -28431.66315754 -28428.86182766 -28444.70281067 -28442.92122185 -28429.57006444 -28439.26821305 -28429.08613002 -28429.11857732 -28428.31686222 -28428.796266 -28453.05246571 -28432.57781951 -28441.23073753 -28430.06813054 -28432.94182355 -28427.07344727 -28439.76549613 -28427.90440116 -28427.20732427 -28446.88722037 -28442.92115643 -28465.27099038 -28437.87817465 -28428.58971054 -28430.68445799 -28452.09215018 -28441.60632025 -28429.30427597 -28428.13878899 -28429.11940506 -28430.08323566 -28435.31463116 -28436.18373719 -28429.08308068 -28429.01146962 -28429.16977665] manylnprob(): p[0] = [ 1.33118153e+00 2.21156985e+00 9.38651129e-01 -8.77070843e-03 7.23206689e-03 -1.47842463e-04 9.30457644e-01 7.90683233e-01] main(): current acceptance fraction: 39.5557709854 MCMC took 84.844008 sec Running MCMC mcmc-default-064-015-548.pickle manylnprob(): lnp = [-28431.16602796 -28433.18948876 -28437.21824967 -28428.88633046 -28433.27288644 -28442.07736062 -28444.06527275 -28429.56577895 -28428.90541019 -28434.37848495 -28458.82224116 -28428.87031136 -28431.42873218 -28429.91686815 -28444.54405144 -28447.01934708 -28430.47969165 -28432.13165777 -28436.49404815 -28428.88531868 -28428.66008867 -28438.34549179 -28429.58316377 -28432.09134997 -28431.46196983 -28445.5589805 -28427.56922553 -28431.51519395 -28429.53986296 -28427.89758104 -28430.03960145 -28473.437068 -28434.83636834 -28433.16215874 -28432.13211036 -28432.65193625 -28429.81010747 -28428.86245391 -28429.389195 -28444.1027007 -28428.78802325 -28429.83183681 -28450.05012973 -28427.64165688 -28434.06603627 -28427.77189339 -28428.81739354 -28428.15444979 -28429.79351851 -28456.04003576 -28450.42895236 -28430.33915675 -28437.26117007 -28434.5126572 -28428.20665109 -28433.71293383 -28436.13328975 -28428.96145177 -28432.63432464 -28431.24901589 -28435.96234218 -28429.81666433 -28430.31067354 -28429.33783542] manylnprob(): p[0] = [ 1.33482978e+00 2.21890936e+00 9.44705807e-01 -8.77622313e-03 7.21287610e-03 -1.13972737e-04 9.21477290e-01 8.20341034e-01] main(): current acceptance fraction: 39.5463342441 MCMC took 85.421914 sec Running MCMC mcmc-default-064-015-549.pickle manylnprob(): lnp = [-28445.10579668 -28439.00628411 -28431.75716215 -28433.15627452 -28427.25368071 -28432.25028115 -28430.57575849 -28430.74536422 -28439.39778867 -28427.75124593 -28429.69886396 -28428.86123549 -28430.42441659 -28431.89847943 -28434.1754014 -28440.79788254 -28429.81064977 -28428.11835499 -28430.94578167 -28429.76004354 -28457.04115631 -28430.03971569 -28437.64604389 -28428.96150316 -28451.42105034 -28431.35280233 -28427.68647482 -28433.4939596 -28430.58918349 -28434.69259958 -28434.35300541 -28430.60277702 -28429.30846644 -28471.61888867 -28427.84774143 -28430.14040354 -28428.43758083 -28429.60795538 -28428.5378533 -28428.84880766 -28439.39503436 -28428.59571894 -28438.195907 -28430.84386697 -28433.32560433 -28427.90733592 -28428.07859571 -28449.30793659 -28428.96363003 -28442.88302308 -28447.01221435 -28428.72226751 -28428.60797253 -28429.70965047 -28434.55994708 -28429.73762153 -28429.15854919 -28429.52786166 -28434.76142341 -28435.12809605 -28436.56398078 -28435.79393726 -28429.72490991 -28435.18978164] manylnprob(): p[0] = [ 1.32830014e+00 2.20555793e+00 9.35543327e-01 -8.81434819e-03 7.24961920e-03 -1.35085201e-04 9.35024784e-01 8.10745210e-01] main(): current acceptance fraction: 39.5454545455 MCMC took 85.864448 sec Plotting trajectory traj-default-064-015-550.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-550.png Running MCMC mcmc-default-064-015-550.pickle manylnprob(): lnp = [-28430.23115838 -28446.14158041 -28434.85516922 -28429.61683988 -28426.63687218 -28429.47461734 -28433.15979119 -28434.62124624 -28444.95195476 -28427.86666395 -28428.42914895 -28433.29491745 -28428.39559869 -28434.76082456 -28447.59287519 -28427.19283748 -28430.23236103 -28428.61080381 -28431.32411918 -28439.73558178 -28432.46389173 -28433.83293104 -28435.93673429 -28427.8808352 -28431.17482855 -28429.56357578 -28428.79910254 -28448.57130067 -28430.55531697 -28429.55936337 -28452.81361244 -28436.48852405 -28429.30657749 -28429.93932188 -28429.5689218 -28429.22203998 -28429.57734114 -28439.96134817 -28428.18818585 -28428.27175272 -28442.26890647 -28428.46790048 -28466.21398288 -28432.27153697 -28437.19952205 -28432.76748319 -28429.77291404 -28437.07112745 -28430.30266234 -28455.46289742 -28429.55319293 -28434.51442885 -28446.64543286 -28430.2293386 -28444.06904788 -28431.35367212 -28434.05841582 -28438.89271815 -28428.64330021 -28430.58321174 -28432.10825922 -28446.99022938 -28427.96771624 -28429.43466615] manylnprob(): p[0] = [ 1.33483974e+00 2.21899059e+00 9.44853845e-01 -8.77051636e-03 7.22934992e-03 -1.02202886e-04 9.21868727e-01 8.22137263e-01] main(): current acceptance fraction: 39.5417422868 MCMC took 85.339472 sec Running MCMC mcmc-default-064-015-551.pickle manylnprob(): lnp = [-28430.90255475 -28430.66395227 -28435.69742727 -28440.23722646 -28428.10865377 -28456.00368578 -28429.41625293 -28429.7885059 -28436.04365343 -28429.40629662 -28441.66765376 -28440.98523113 -28430.5009875 -28428.7282699 -28436.19089625 -28451.092156 -28429.94132168 -28428.96246061 -28453.50161479 -28453.05461445 -28451.91907146 -28430.35863342 -28428.30011343 -28430.14218872 -28458.16477003 -28429.12712758 -28429.19603645 -28433.83817201 -28436.1218553 -28430.19096065 -28428.43417608 -28430.69501128 -28428.35702855 -28430.85901123 -28444.03166409 -28429.62782519 -28429.03754952 -28443.59857936 -28428.46598671 -28436.46621631 -28428.00276535 -28438.1383793 -28430.74983578 -28430.07031548 -28430.3634672 -28439.9415852 -28429.62263286 -28435.92685465 -28432.05121644 -28465.77711913 -28428.98731707 -28431.22602491 -28428.77697069 -28441.04075141 -28429.42658781 -28432.49951943 -28436.67411856 -28434.26636801 -28430.08427174 -28440.87859219 -28431.13735585 -28427.83984351 -28430.05073828 -28430.58581074] manylnprob(): p[0] = [ 1.33542830e+00 2.22014774e+00 9.45476104e-01 -8.77308536e-03 7.20752439e-03 -1.12141383e-04 9.20538055e-01 8.21546231e-01] main(): current acceptance fraction: 39.5465353261 MCMC took 85.764634 sec Running MCMC mcmc-default-064-015-552.pickle manylnprob(): lnp = [-28429.32461279 -28429.87612962 -28429.32277322 -28429.08548528 -28440.68367038 -28434.78812819 -28434.85653595 -28428.78763641 -28429.1756086 -28428.52799966 -28428.3874954 -28451.91171385 -28440.54149944 -28457.75775452 -28458.88321646 -28439.50405927 -28428.89000541 -28427.55090486 -28442.57998915 -28442.84192847 -28435.54056751 -28435.81092629 -28430.63464772 -28440.17546193 -28431.05622779 -28428.73887696 -28428.70540438 -28457.6379527 -28430.78439395 -28454.71457765 -28432.95792408 -28428.3177177 -28445.15241619 -28429.06205994 -28438.06446642 -28433.91772959 -28430.97022401 -28430.28039726 -28429.12322331 -28445.58408694 -28434.93817235 -28444.70118803 -28458.57478456 -28429.23622726 -28435.58319675 -28427.66209073 -28429.1343195 -28429.10342188 -28452.10135486 -28462.85315753 -28428.74811273 -28440.08541136 -28441.90040648 -28432.75761866 -28431.72443441 -28430.29585984 -28427.96109388 -28431.35174585 -28428.88335294 -28430.59217537 -28427.93219076 -28428.32315087 -28429.90802025 -28429.35619323] manylnprob(): p[0] = [ 1.33562914e+00 2.22071112e+00 9.46039735e-01 -8.76090454e-03 7.22285382e-03 -9.91458337e-05 9.22401029e-01 8.34812298e-01] main(): current acceptance fraction: 39.534358047 MCMC took 85.621947 sec Running MCMC mcmc-default-064-015-553.pickle manylnprob(): lnp = [-28428.8571411 -28429.22930216 -28434.54798327 -28433.27222745 -28427.63408601 -28439.0576565 -28438.78161552 -28433.99736437 -28443.28933241 -28427.79912265 -28428.54032333 -28434.67115867 -28429.57710867 -28430.64765767 -28443.28270693 -28429.97672166 -28431.83467658 -28436.88479351 -28430.40208334 -28443.36243645 -28431.94914827 -28432.90768725 -28443.73602392 -28429.15584517 -28451.37496529 -28428.32245053 -28436.54154988 -28440.96496517 -28433.71782981 -28430.11352066 -28432.29840259 -28445.86590592 -28428.28386627 -28438.99823138 -28439.47460756 -28429.48799329 -28431.04656306 -28428.47462591 -28450.28276797 -28428.61562075 -28429.294481 -28429.29517716 -28429.93380305 -28429.47171463 -28428.11999942 -28433.72325484 -28429.34848451 -28431.31218257 -28428.99808946 -28468.33189316 -28431.99672685 -28460.8260875 -28432.11196204 -28429.02948779 -28435.23210969 -28427.88524301 -28433.69214845 -28432.13159883 -28428.82658532 -28428.53714515 -28427.49258389 -28431.31440255 -28435.3309658 -28429.84506528] manylnprob(): p[0] = [ 1.33455231e+00 2.21855741e+00 9.44740028e-01 -8.75279119e-03 7.26362945e-03 -8.12377583e-05 9.20874189e-01 8.39020323e-01] main(): current acceptance fraction: 39.5391471119 MCMC took 85.894952 sec Running MCMC mcmc-default-064-015-554.pickle manylnprob(): lnp = [-28429.33820203 -28435.38030368 -28430.76789402 -28429.53348703 -28438.28750824 -28437.04123362 -28432.75948303 -28429.11701985 -28433.2939999 -28429.28685584 -28427.99950517 -28439.81669854 -28435.9717198 -28430.65228487 -28467.12112177 -28438.07066665 -28450.68711728 -28427.61826469 -28437.74185138 -28429.23631838 -28430.75964056 -28442.85696944 -28448.28227261 -28432.51748068 -28435.56847102 -28429.69414239 -28429.30388104 -28430.60442828 -28445.55162681 -28438.08670161 -28448.39690917 -28428.68854086 -28428.88465954 -28463.08333309 -28436.87871747 -28430.62002631 -28428.91639669 -28427.92729005 -28443.63204502 -28428.68841752 -28429.09494358 -28429.07470587 -28430.65654948 -28428.7127445 -28431.09782112 -28429.61982403 -28429.74231808 -28432.16761679 -28430.32878311 -28442.34065366 -28428.48336278 -28429.2244082 -28429.68898463 -28438.1897245 -28435.70507389 -28469.85244891 -28429.93097271 -28434.24881436 -28435.35864366 -28431.02032698 -28435.1049908 -28438.70473204 -28427.66899695 -28440.46528472] manylnprob(): p[0] = [ 1.33509334e+00 2.21966683e+00 9.45433758e-01 -8.76427966e-03 7.23251672e-03 -9.49745417e-05 9.23175765e-01 8.33784620e-01] main(): current acceptance fraction: 39.5467342342 MCMC took 85.677895 sec Running MCMC mcmc-default-064-015-555.pickle manylnprob(): lnp = [-28428.53015952 -28428.60386393 -28428.10521987 -28439.98583646 -28428.10857003 -28434.16032333 -28438.04477258 -28434.21703727 -28439.73335946 -28432.97459708 -28436.58423033 -28436.67270771 -28430.37996264 -28429.42578883 -28455.39660549 -28429.95208411 -28431.46456948 -28427.48225154 -28430.97280752 -28433.63457953 -28432.09680397 -28434.10163218 -28443.84308064 -28457.14023126 -28429.72117031 -28430.65204125 -28438.01483221 -28443.44968622 -28468.08521484 -28427.96180887 -28429.81262035 -28433.99282334 -28433.06379932 -28434.29845922 -28445.85057025 -28441.63027737 -28459.68493634 -28443.72317667 -28428.53827274 -28429.23685286 -28440.65003811 -28429.70250312 -28429.44963363 -28429.44934063 -28429.16611812 -28428.53399116 -28442.63510748 -28435.13804614 -28433.69374937 -28470.39511588 -28430.08636594 -28429.46855157 -28429.98942862 -28428.67475458 -28433.54824546 -28459.32122806 -28428.5172314 -28430.38919604 -28427.80572099 -28431.31045204 -28430.46865335 -28431.84634282 -28428.18384083 -28432.11260964] manylnprob(): p[0] = [ 1.33875879e+00 2.22663936e+00 9.50059865e-01 -8.73516753e-03 7.22226116e-03 -8.54834605e-05 9.25587343e-01 8.47488229e-01] main(): current acceptance fraction: 39.537432554 MCMC took 85.905288 sec Running MCMC mcmc-default-064-015-556.pickle manylnprob(): lnp = [-28430.22674752 -28427.52034881 -28444.87913013 -28428.95771342 -28428.10456075 -28458.9930565 -28452.40212113 -28429.36691001 -28434.58107921 -28430.13302906 -28429.23343763 -28434.73056283 -28429.70239693 -28441.88234532 -28447.71035528 -28428.77929476 -28428.65143825 -28427.8098584 -28427.83474076 -28442.75266264 -28429.75340512 -28428.86360515 -28428.53798668 -28432.70927929 -28432.0653239 -28433.77864086 -28440.57131945 -28445.40622686 -28455.91990789 -28441.87212307 -28430.24113559 -28427.70011677 -28431.69270153 -28442.74495919 -28432.21070714 -28447.5677432 -28433.58279846 -28428.02252471 -28431.58686194 -28438.47562097 -28428.72101871 -28429.4467546 -28435.99671988 -28428.68251358 -28430.83356405 -28429.59711258 -28457.47276947 -28431.56766185 -28430.78625955 -28445.83512956 -28431.94857043 -28462.58893762 -28437.25982133 -28435.9621387 -28435.48822618 -28428.80730683 -28429.58120913 -28429.0077064 -28427.60475971 -28429.05143537 -28430.85800448 -28444.32736613 -28428.79567967 -28458.1026535 ] manylnprob(): p[0] = [ 1.33237238e+00 2.21444243e+00 9.42395319e-01 -8.81672179e-03 7.21801613e-03 -1.16184007e-04 9.26842782e-01 8.15609901e-01] main(): current acceptance fraction: 39.5393850987 MCMC took 84.877706 sec Running MCMC mcmc-default-064-015-557.pickle manylnprob(): lnp = [-28440.27459546 -28427.55765288 -28428.27264984 -28428.33564105 -28437.34121941 -28430.25243205 -28428.66463477 -28447.20600865 -28435.98006866 -28445.16745324 -28432.83082254 -28439.39809199 -28428.80524731 -28434.87622838 -28437.82541315 -28453.71282206 -28428.67254939 -28428.2972701 -28432.2467147 -28445.46762019 -28429.80250195 -28434.45872373 -28444.9540315 -28438.71967497 -28448.2905997 -28433.7244549 -28434.70791671 -28427.90546202 -28458.6528529 -28452.55765907 -28430.65260173 -28439.74573344 -28438.21931887 -28451.06715218 -28431.07123597 -28438.34908169 -28440.81111236 -28428.13447456 -28438.46393082 -28434.13007299 -28428.73209743 -28429.02311599 -28428.42937747 -28428.32032166 -28456.75961544 -28427.75964105 -28435.40979353 -28436.03270401 -28462.63749654 -28451.65033053 -28429.7606883 -28437.89675522 -28429.47631934 -28428.98525817 -28428.67034546 -28429.03025594 -28428.44813744 -28430.89355356 -28429.72664562 -28429.20887581 -28430.62940979 -28433.2219326 -28428.96577363 -28430.09985082] manylnprob(): p[0] = [ 1.33194345e+00 2.21372770e+00 9.41954135e-01 -8.84105442e-03 7.18639440e-03 -1.41345627e-04 9.27095169e-01 8.13950309e-01] main(): current acceptance fraction: 39.5301299283 MCMC took 84.736525 sec Running MCMC mcmc-default-064-015-558.pickle manylnprob(): lnp = [-28432.20505907 -28429.00928388 -28432.82493702 -28430.8136167 -28429.65244512 -28434.46174495 -28428.61487282 -28432.89397016 -28455.90880537 -28433.66936249 -28439.43399048 -28484.94096415 -28438.10522645 -28431.11083044 -28434.29946322 -28429.0194175 -28428.43350044 -28430.5856178 -28428.65138442 -28452.30510223 -28429.20271309 -28437.99456158 -28430.73710763 -28431.81709601 -28439.41719994 -28430.02735405 -28437.65045787 -28427.66054401 -28466.48176102 -28445.50305666 -28444.81971547 -28438.36587251 -28437.27843569 -28430.88019557 -28432.5072626 -28430.75749398 -28431.97488841 -28428.94305067 -28430.32331615 -28430.13366515 -28427.46665732 -28429.25889907 -28431.84876533 -28433.20186561 -28436.47377081 -28444.16017803 -28429.82349325 -28436.37017089 -28431.28909841 -28430.42164352 -28443.46572362 -28450.24861023 -28433.32160613 -28428.83940976 -28428.49271248 -28428.92619234 -28427.41794506 -28429.82863447 -28434.03206522 -28430.71012859 -28427.6866018 -28429.66370394 -28428.38311842 -28434.63575609] manylnprob(): p[0] = [ 1.33000550e+00 2.20973894e+00 9.39550440e-01 -8.84159044e-03 7.21674608e-03 -1.25885957e-04 9.26221767e-01 8.03270978e-01] main(): current acceptance fraction: 39.532088551 MCMC took 85.822073 sec Running MCMC mcmc-default-064-015-559.pickle manylnprob(): lnp = [-28460.20671984 -28428.0454678 -28428.50711493 -28443.91484651 -28429.72914327 -28439.37182865 -28428.65764514 -28434.91035063 -28440.58029441 -28428.56357663 -28439.02677871 -28432.86026648 -28451.97002788 -28447.5145866 -28442.95772062 -28428.76749574 -28429.83022451 -28432.07686468 -28428.49910287 -28444.79450255 -28437.02621227 -28433.07076654 -28430.39666068 -28461.22935692 -28443.24957657 -28446.28452749 -28429.23694404 -28439.39024758 -28434.14277451 -28429.20187216 -28428.02101202 -28428.58590104 -28436.58727683 -28427.61691803 -28437.59939763 -28430.20769624 -28430.59237007 -28428.94051336 -28437.81249561 -28439.32837317 -28428.00050809 -28429.30871753 -28453.914248 -28430.23004518 -28434.46732974 -28428.62579145 -28435.32052906 -28434.83497047 -28429.46745538 -28428.70565667 -28437.5449727 -28441.56370832 -28429.89290638 -28428.18029917 -28450.52293809 -28427.97792901 -28430.29064949 -28431.02694372 -28437.62002353 -28428.79298875 -28426.88303802 -28465.38331937 -28428.52160502 -28431.85356132] manylnprob(): p[0] = [ 1.31946710e+00 2.19022777e+00 9.27101821e-01 -9.03325680e-03 7.07673601e-03 -2.23421566e-04 9.54505610e-01 7.78478752e-01] main(): current acceptance fraction: 39.5172991071 MCMC took 84.783166 sec Plotting trajectory traj-default-064-015-560.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-560.png Running MCMC mcmc-default-064-015-560.pickle manylnprob(): lnp = [-28428.46440775 -28428.47179004 -28430.36849866 -28454.91206082 -28457.39211184 -28431.39188166 -28428.58972947 -28439.16200923 -28445.13701533 -28445.61920441 -28449.45172992 -28431.43835807 -28428.74856679 -28430.12684229 -28438.93292109 -28434.29913031 -28436.77400159 -28434.14930328 -28429.97609566 -28442.44937853 -28436.94057693 -28434.16886063 -28435.27576661 -28443.35488941 -28459.99056746 -28431.8640057 -28429.33372703 -28427.69738963 -28431.06589209 -28428.91000882 -28450.62796581 -28433.46955775 -28429.8945248 -28427.58649151 -28428.25582478 -28432.22665873 -28453.37563604 -28433.96948614 -28448.83803006 -28435.23606774 -28429.6981979 -28430.03050389 -28429.20806321 -28433.23538814 -28434.90969233 -28428.42040081 -28448.27107295 -28431.30070429 -28455.32960783 -28427.59222021 -28428.72418457 -28440.62894413 -28433.24132863 -28428.554241 -28428.18072209 -28427.68804702 -28431.81498781 -28432.41898085 -28439.70137317 -28430.3818195 -28427.95017135 -28451.31966061 -28428.09424413 -28429.12934554] manylnprob(): p[0] = [ 1.33362201e+00 2.21666276e+00 9.43737141e-01 -8.78665838e-03 7.21832886e-03 -1.04361199e-04 9.23200688e-01 8.33945127e-01] main(): current acceptance fraction: 39.5220588235 MCMC took 84.606228 sec Running MCMC mcmc-default-064-015-561.pickle manylnprob(): lnp = [-28427.82166418 -28429.74921409 -28444.72111763 -28428.95802753 -28429.97100057 -28435.04726536 -28428.11340642 -28438.09607158 -28434.891848 -28430.08276111 -28446.0333368 -28432.85143939 -28441.50324005 -28430.45476823 -28431.14594787 -28436.77037563 -28428.64835829 -28439.46405399 -28430.03923854 -28428.61505652 -28430.86958431 -28434.70733141 -28466.43686266 -28458.07991202 -28437.25621685 -28428.61748434 -28428.36291473 -28430.53671489 -28429.51310203 -28430.63593564 -28432.45423773 -28428.49787664 -28428.71830762 -28438.49343367 -28427.56440104 -28466.04486128 -28457.70130795 -28444.86472117 -28428.79721114 -28429.72954873 -28428.29681962 -28442.47991662 -28441.54219604 -28428.86738867 -28436.86605085 -28437.27348679 -28429.60679222 -28432.65808876 -28430.75991813 -28428.14731953 -28428.18408943 -28433.25872679 -28432.07396715 -28434.21891092 -28427.97405815 -28429.73052356 -28431.66661397 -28429.81501889 -28429.99635794 -28429.63563698 -28427.60349312 -28433.05350103 -28431.52608566 -28428.2587896 ] manylnprob(): p[0] = [ 1.33392259e+00 2.21741811e+00 9.44339666e-01 -8.80392276e-03 7.18328790e-03 -1.17864900e-04 9.25394848e-01 8.35772777e-01] main(): current acceptance fraction: 39.5212411032 MCMC took 84.843067 sec Running MCMC mcmc-default-064-015-562.pickle manylnprob(): lnp = [-28428.84529986 -28428.17223568 -28457.56970674 -28429.49296104 -28430.10596532 -28431.58832214 -28428.35828589 -28427.91116645 -28432.3779127 -28428.31313513 -28431.18979861 -28467.79865071 -28428.94248153 -28430.3721558 -28433.50335977 -28437.53037352 -28428.23871325 -28433.99767976 -28428.51150926 -28439.59208044 -28467.61760594 -28436.30436719 -28428.78891871 -28441.77628865 -28444.56947304 -28434.65447605 -28429.41239695 -28429.41608683 -28428.58348712 -28431.81011829 -28432.35735389 -28427.95031615 -28429.04955888 -28441.37718364 -28432.41255863 -28453.40229207 -28459.05657556 -28429.53761632 -28430.75125701 -28430.31212523 -28430.90262535 -28429.94581531 -28428.93761102 -28429.18566742 -28479.01866878 -28431.53083916 -28445.03647402 -28430.44093801 -28441.22816273 -28429.02629859 -28428.44748697 -28429.06050195 -28428.65903308 -28427.98560423 -28434.70821857 -28428.44452863 -28447.93408552 -28428.60280724 -28431.15496378 -28428.66414565 -28437.89198531 -28435.29715783 -28449.31842409 -28440.59682739] manylnprob(): p[0] = [ 1.33237993e+00 2.21410115e+00 9.42009202e-01 -8.79755825e-03 7.22170290e-03 -1.07526732e-04 9.23860336e-01 8.30634185e-01] main(): current acceptance fraction: 39.5343028419 MCMC took 85.129187 sec Running MCMC mcmc-default-064-015-563.pickle manylnprob(): lnp = [-28431.43774752 -28428.14262632 -28449.3006731 -28429.37034641 -28452.91429368 -28436.15284436 -28438.58986448 -28429.27166457 -28451.85022118 -28428.96605864 -28430.15626893 -28432.67518716 -28428.83709721 -28429.92010364 -28440.22103478 -28431.59509888 -28444.2525438 -28433.75248988 -28429.15687325 -28428.39311786 -28434.10269916 -28434.67813388 -28446.36417163 -28430.56229016 -28463.67677383 -28435.68418353 -28428.53628067 -28428.11310651 -28430.67904751 -28433.65817941 -28460.97654583 -28429.86126782 -28435.207207 -28433.21119476 -28442.17151813 -28430.0742245 -28444.08795038 -28444.59679996 -28437.003873 -28432.2557631 -28430.00263849 -28436.48051273 -28431.92103787 -28428.67873528 -28448.87562578 -28432.97483099 -28435.29131291 -28429.90621124 -28467.42360898 -28439.94556604 -28438.59895048 -28429.02345854 -28429.50601215 -28428.69183568 -28427.99121111 -28429.29337718 -28472.31445048 -28431.04694655 -28432.22685539 -28429.68316852 -28431.9816213 -28433.01834603 -28432.79500386 -28428.16738122] manylnprob(): p[0] = [ 1.32626136e+00 2.20158575e+00 9.34523288e-01 -8.84031861e-03 7.22396918e-03 -1.17221834e-04 9.18069500e-01 8.10115190e-01] main(): current acceptance fraction: 39.5390070922 MCMC took 85.76231 sec Running MCMC mcmc-default-064-015-564.pickle manylnprob(): lnp = [-28431.85990509 -28429.75650277 -28428.11412512 -28428.61104382 -28444.64805329 -28431.53143147 -28428.69781915 -28444.97942157 -28429.48435519 -28439.552737 -28440.20860635 -28480.37817528 -28429.39750644 -28445.08443723 -28432.5599692 -28427.83600796 -28428.91700634 -28431.50638463 -28438.63845377 -28440.40642518 -28429.93848045 -28437.5141069 -28428.35194743 -28429.38835231 -28441.47896281 -28428.32043566 -28428.88527563 -28433.54557323 -28433.02942852 -28431.49716321 -28453.4523714 -28445.56598682 -28429.42643696 -28435.1643111 -28454.29917913 -28428.58231627 -28429.61364818 -28446.49241492 -28437.98641332 -28429.06991257 -28436.68708108 -28430.41743988 -28428.49833888 -28433.17448576 -28482.98503029 -28433.18638511 -28447.0188989 -28427.54932397 -28429.31308635 -28428.04670931 -28431.69679455 -28431.99141559 -28430.59874162 -28428.37608357 -28428.02504714 -28441.09773249 -28432.43773121 -28430.35672522 -28431.18479615 -28448.99578896 -28432.68722564 -28437.09080481 -28439.43390669 -28429.04662794] manylnprob(): p[0] = [ 1.32517775e+00 2.19931130e+00 9.33016110e-01 -8.84533369e-03 7.22996824e-03 -1.18249824e-04 9.18665049e-01 8.07065253e-01] main(): current acceptance fraction: 39.5353982301 MCMC took 85.292617 sec Running MCMC mcmc-default-064-015-565.pickle manylnprob(): lnp = [-28430.95809689 -28428.08565008 -28430.16340647 -28428.84509764 -28436.34929192 -28449.39971966 -28428.75810465 -28429.02887589 -28429.5233 -28438.33065823 -28430.00298724 -28437.505625 -28428.72176014 -28430.40602348 -28434.6514396 -28443.82327816 -28429.11055715 -28432.7180098 -28438.4321981 -28434.20859599 -28441.47250484 -28428.81200103 -28434.6084444 -28427.69552074 -28429.78112312 -28429.76671571 -28429.81897225 -28428.85142891 -28430.31653214 -28440.29514534 -28439.54208317 -28427.28331738 -28435.24893546 -28430.45378373 -28436.44413829 -28429.78172796 -28428.46679217 -28444.57682413 -28429.44144322 -28429.09812239 -28429.13209463 -28430.59385141 -28428.26430856 -28430.74185623 -28477.23209814 -28431.92758387 -28429.6424006 -28429.93122186 -28428.5233594 -28428.97566599 -28431.54198055 -28428.52832564 -28433.20661289 -28428.43233032 -28437.15890529 -28428.52857245 -28434.27013442 -28430.27291944 -28429.19632337 -28429.0273078 -28430.24045844 -28461.23318102 -28431.32208058 -28430.54988953] manylnprob(): p[0] = [ 1.32685759e+00 2.20259052e+00 9.35116490e-01 -8.82405046e-03 7.24489731e-03 -1.02117968e-04 9.16932864e-01 8.14436589e-01] main(): current acceptance fraction: 39.5538869258 MCMC took 84.299741 sec Running MCMC mcmc-default-064-015-566.pickle manylnprob(): lnp = [-28433.386464 -28429.54538623 -28428.10088693 -28428.13093923 -28452.07953994 -28449.59660644 -28428.36933761 -28428.14559374 -28430.15452072 -28428.47846328 -28431.19801158 -28432.87851429 -28432.8232843 -28429.39924673 -28443.26568367 -28433.5643723 -28427.9558233 -28479.50799247 -28428.11768276 -28428.92556311 -28432.95415056 -28427.5720156 -28428.66340879 -28428.67383548 -28436.71239236 -28448.79427084 -28445.52989432 -28427.20445809 -28429.43000342 -28446.64170149 -28431.74523539 -28427.65623827 -28429.5788991 -28428.97981182 -28443.71382008 -28432.68592412 -28428.75398997 -28436.30930696 -28428.09145574 -28429.89955348 -28429.88329257 -28437.17901685 -28430.88496816 -28436.20937886 -28430.2894476 -28430.64292765 -28437.53300046 -28447.98182898 -28430.93711282 -28429.70597013 -28436.41730123 -28428.48151409 -28474.01314168 -28442.28163921 -28440.97426131 -28429.3608707 -28446.15466339 -28428.78396163 -28429.0662735 -28432.34366814 -28429.52906747 -28438.15518348 -28440.49388378 -28453.51363211] manylnprob(): p[0] = [ 1.32233459e+00 2.19347857e+00 9.29428392e-01 -8.91245528e-03 7.13658108e-03 -1.85355857e-04 9.10395232e-01 8.20917905e-01] main(): current acceptance fraction: 39.5502645503 MCMC took 84.923591 sec Running MCMC mcmc-default-064-015-567.pickle manylnprob(): lnp = [-28433.66955445 -28431.47975237 -28428.20109203 -28428.08855118 -28442.44986216 -28428.75193377 -28428.82776874 -28435.23063668 -28429.79241875 -28438.2525805 -28441.32190588 -28466.66345201 -28439.98191354 -28435.0640005 -28435.79252707 -28435.41075621 -28429.49319112 -28467.72807066 -28430.73334827 -28429.89625549 -28433.67004841 -28428.64338659 -28430.1573679 -28432.00385427 -28429.26287743 -28429.85097428 -28430.17992439 -28432.33041528 -28430.87704689 -28429.7499857 -28449.83531746 -28436.92683203 -28451.89399604 -28428.00339654 -28437.64326253 -28459.90939732 -28435.02617251 -28431.06631471 -28432.07622172 -28429.26872211 -28434.66699252 -28444.80019082 -28432.17395161 -28428.40423379 -28441.18020602 -28431.28537495 -28429.2824393 -28427.96843206 -28438.62905653 -28429.14594924 -28443.20118371 -28428.37630882 -28453.30258295 -28428.54142964 -28429.61052208 -28430.3606846 -28442.56154281 -28429.12595605 -28430.6921475 -28431.37933645 -28430.77642493 -28432.83432133 -28434.74615445 -28428.2452695 ] manylnprob(): p[0] = [ 1.32243264e+00 2.19364005e+00 9.29527296e-01 -8.91387730e-03 7.13025443e-03 -1.90104013e-04 9.10111643e-01 8.19823396e-01] main(): current acceptance fraction: 39.5769146127 MCMC took 84.795042 sec Running MCMC mcmc-default-064-015-568.pickle manylnprob(): lnp = [-28434.80625838 -28429.73738952 -28433.53247322 -28428.5940313 -28428.55451935 -28453.91096581 -28429.0041316 -28431.3634588 -28428.57661439 -28428.11523807 -28446.96998799 -28433.2653511 -28430.52575497 -28429.10595311 -28456.12254147 -28446.73373983 -28442.27891681 -28433.2600978 -28433.79388661 -28430.65269612 -28438.24290898 -28435.03325741 -28430.14839567 -28457.75008956 -28428.15622715 -28432.62655977 -28431.9940443 -28428.56860755 -28433.51446426 -28440.54052616 -28460.43599052 -28427.78596575 -28442.36874218 -28428.14560204 -28428.7681257 -28465.29376104 -28432.59494659 -28439.92781155 -28429.88018322 -28427.40723583 -28430.05849678 -28429.7376976 -28437.72972017 -28428.82295235 -28430.79817457 -28430.46116684 -28442.46391825 -28427.88932537 -28434.53309576 -28429.25206445 -28431.67654411 -28428.37821463 -28444.51890534 -28427.63938326 -28453.78300371 -28434.13044897 -28450.30987212 -28434.42833229 -28430.70223603 -28430.26146815 -28443.21773646 -28430.53466243 -28445.82507429 -28436.10460552] manylnprob(): p[0] = [ 1.32137247e+00 2.19147420e+00 9.28143458e-01 -8.92909627e-03 7.12048196e-03 -1.99079099e-04 9.10540055e-01 8.21812164e-01] main(): current acceptance fraction: 39.5842486819 MCMC took 85.918446 sec Running MCMC mcmc-default-064-015-569.pickle manylnprob(): lnp = [-28462.31537831 -28428.06188502 -28427.87543017 -28432.55624288 -28453.09886643 -28479.80409721 -28428.46988166 -28428.36694872 -28429.50846579 -28430.27743972 -28429.61053041 -28429.65953444 -28433.68194103 -28435.06479521 -28438.90533299 -28435.82969194 -28428.50422942 -28431.71201014 -28429.90323406 -28428.47367978 -28438.07657561 -28432.91586483 -28443.01510597 -28429.97219335 -28430.16824551 -28431.47398329 -28430.13819993 -28428.32958724 -28428.46367454 -28435.8559433 -28430.53906222 -28428.94458974 -28429.65456682 -28429.29608213 -28430.2614019 -28430.04888168 -28428.51617637 -28430.33036101 -28428.93220843 -28427.33197152 -28429.12864424 -28440.73788205 -28431.10360278 -28439.23938835 -28432.45464142 -28432.70520785 -28428.98542542 -28437.06757821 -28429.19826836 -28428.91387174 -28440.49434836 -28428.05085324 -28430.58973796 -28440.06557764 -28429.80477094 -28429.15201248 -28431.09274905 -28430.91545125 -28442.02049677 -28428.97871563 -28443.52460319 -28429.23763847 -28432.47361915 -28429.82416721] manylnprob(): p[0] = [ 1.30251369e+00 2.15237461e+00 9.03090132e-01 -9.13960185e-03 7.01197337e-03 -3.30153281e-04 8.98510686e-01 7.90653885e-01] main(): current acceptance fraction: 39.5942982456 MCMC took 85.517336 sec Plotting trajectory traj-default-064-015-570.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-570.png Running MCMC mcmc-default-064-015-570.pickle manylnprob(): lnp = [-28435.91512663 -28430.55355759 -28429.77054464 -28428.79661313 -28440.81585355 -28429.53377923 -28431.07093272 -28428.71006508 -28428.91371547 -28437.42842251 -28444.98294692 -28438.4990504 -28460.47632331 -28450.61847053 -28462.6414748 -28427.97819013 -28427.59860538 -28434.32542481 -28442.41861856 -28430.79487218 -28454.78542615 -28429.21450618 -28453.9852568 -28435.68302234 -28462.52979546 -28442.2267547 -28439.7548275 -28429.56465003 -28428.70845989 -28433.32919349 -28431.84727128 -28456.06150874 -28434.54773792 -28434.96066357 -28429.00212664 -28428.72429257 -28429.53679307 -28442.16947163 -28428.43462781 -28428.93844527 -28428.57304103 -28435.65692049 -28429.56458003 -28440.41023708 -28449.79947098 -28432.52151022 -28429.66355856 -28428.1373808 -28428.60215879 -28433.43026544 -28435.81841713 -28430.42845492 -28433.04828424 -28428.04625505 -28430.64907735 -28430.10923735 -28430.07163633 -28428.77791016 -28460.01600022 -28442.21204537 -28463.42231343 -28429.3274325 -28429.31560086 -28428.5463032 ] manylnprob(): p[0] = [ 1.31829093e+00 2.18522182e+00 9.24180101e-01 -8.96679643e-03 7.09726328e-03 -2.23656314e-04 9.10010756e-01 8.18672801e-01] main(): current acceptance fraction: 39.5933669002 MCMC took 85.718686 sec Running MCMC mcmc-default-064-015-571.pickle manylnprob(): lnp = [-28448.90781708 -28428.87327317 -28427.19175808 -28430.71894428 -28430.04231368 -28449.95126948 -28439.59797347 -28430.5820103 -28433.51312372 -28433.36343204 -28430.10695764 -28458.52638184 -28459.09364136 -28439.32956286 -28434.12309504 -28429.62820085 -28428.95906177 -28455.83472115 -28476.76893174 -28428.61602872 -28440.74612816 -28429.42603723 -28442.89918865 -28429.88676923 -28430.22912459 -28429.37619151 -28439.40956033 -28430.20341007 -28428.84643202 -28429.89717124 -28445.42954925 -28442.09986514 -28432.73214551 -28430.77917392 -28428.37364199 -28431.647129 -28428.71100259 -28429.37308779 -28427.16799566 -28435.55917999 -28436.75619836 -28448.58212139 -28450.57318313 -28433.86036087 -28429.34848519 -28431.21446203 -28429.36454506 -28429.4651629 -28431.31328739 -28429.49450769 -28434.55600039 -28431.48971745 -28433.5262641 -28429.8667802 -28432.34554627 -28442.06371087 -28430.20877088 -28429.12261297 -28448.45492041 -28440.87173624 -28429.08320153 -28428.91924529 -28429.36293542 -28428.19449013] manylnprob(): p[0] = [ 1.30952675e+00 2.16709006e+00 9.12743595e-01 -9.08261447e-03 7.00898021e-03 -2.88204730e-04 9.00595716e-01 7.97485774e-01] main(): current acceptance fraction: 39.5869755245 MCMC took 85.799345 sec Running MCMC mcmc-default-064-015-572.pickle manylnprob(): lnp = [-28452.6442893 -28429.30710167 -28429.7052987 -28428.45819407 -28430.9588307 -28429.82437072 -28435.73675111 -28428.63474436 -28510.61996214 -28436.3363736 -28428.74678327 -28432.78397739 -28431.35158227 -28430.61526791 -28441.50272489 -28433.28558375 -28427.66671599 -28431.67310601 -28433.33009647 -28428.30048652 -28632.95996559 -28427.15635616 -28432.02659979 -28428.57765714 -28434.26690047 -28429.52904198 -28437.85064431 -28432.31581128 -28440.85232093 -28447.87322946 -28447.09236558 -28436.08214053 -28448.21714162 -28451.06066738 -28450.39703678 -28438.22672876 -28435.1452901 -28428.03050522 -28431.88795503 -28429.53221293 -28435.26460191 -28429.31101975 -28449.3883572 -28437.48040762 -28429.5048751 -28428.89569883 -28444.81311687 -28445.3645549 -28431.12214886 -28428.61257029 -28431.52438467 -28440.2787559 -28433.46086701 -28428.84588801 -28429.97238125 -28431.05840103 -28450.20803608 -28427.9458895 -28431.65994354 -28428.59023559 -28449.38523517 -28430.04191404 -28428.51748618 -28429.36111487] manylnprob(): p[0] = [ 1.31834975e+00 2.18510662e+00 9.24404683e-01 -8.99430524e-03 7.03807713e-03 -2.64165370e-04 9.04619035e-01 8.12070149e-01] main(): current acceptance fraction: 39.5833333333 MCMC took 85.271501 sec Running MCMC mcmc-default-064-015-573.pickle manylnprob(): lnp = [-28448.85950843 -28429.53874229 -28431.46885258 -28429.3879052 -28428.34138866 -28428.9580791 -28431.00353511 -28429.0286866 -28435.34687628 -28429.4933778 -28432.70631784 -28429.55273031 -28432.85316746 -28429.50329065 -28446.43562452 -28428.07673708 -28427.41058252 -28431.97071062 -28431.19501709 -28430.12648429 -28443.16531507 -28437.21209094 -28430.11853747 -28431.72745682 -28427.73764783 -28429.41693295 -28436.03026965 -28430.86337033 -28429.58731512 -28430.21710373 -28428.65399831 -28429.19948148 -28437.56608336 -28430.16461182 -28430.21888194 -28438.84336444 -28432.15164155 -28427.9565046 -28443.1625945 -28436.94537308 -28428.65871794 -28432.85450443 -28431.12966315 -28427.60823093 -28430.8496323 -28428.76827792 -28436.41658444 -28429.26045538 -28440.02207238 -28429.6913621 -28430.18707425 -28429.68609246 -28429.20930689 -28428.59811498 -28460.50441271 -28440.60110549 -28432.08629494 -28428.70008339 -28429.39425507 -28429.55509383 -28427.19248716 -28429.41220057 -28430.40556291 -28436.06072109] manylnprob(): p[0] = [ 1.31512300e+00 2.17841604e+00 9.19995233e-01 -8.99399409e-03 7.07754308e-03 -2.51818536e-04 9.12537955e-01 8.10015298e-01] main(): current acceptance fraction: 39.5960365854 MCMC took 85.500923 sec Running MCMC mcmc-default-064-015-574.pickle manylnprob(): lnp = [-28429.95191516 -28433.06856095 -28428.39112038 -28428.73347859 -28429.07270878 -28437.13661188 -28429.0088329 -28429.61802374 -28428.56448078 -28428.36200133 -28432.48660029 -28433.53889644 -28457.50069551 -28439.95448462 -28450.77993776 -28449.54452916 -28427.70951355 -28442.98549374 -28438.11979219 -28428.51286386 -28432.51089326 -28442.74118072 -28429.19972003 -28430.61902439 -28438.87328435 -28436.98250715 -28431.97113375 -28428.96962878 -28439.68921891 -28437.3672188 -28432.31071667 -28430.55549268 -28429.38646681 -28434.8713064 -28439.4361668 -28436.73012092 -28449.99326052 -28428.29921791 -28438.98508585 -28431.04397543 -28428.75407699 -28429.86242146 -28431.13609693 -28432.27739824 -28428.73421623 -28441.87751672 -28434.45295074 -28429.77863994 -28440.30889737 -28428.97349927 -28435.35515404 -28454.19114211 -28428.16344842 -28428.04033876 -28448.49721408 -28437.27149665 -28430.97429053 -28429.59856164 -28434.39864308 -28428.28500826 -28438.2661309 -28431.11518502 -28429.16007576 -28429.33185371] manylnprob(): p[0] = [ 1.33263676e+00 2.21438663e+00 9.42646034e-01 -8.77114586e-03 7.25433610e-03 -9.94502137e-05 9.12053333e-01 8.30321246e-01] main(): current acceptance fraction: 39.5951086957 MCMC took 84.894252 sec Running MCMC mcmc-default-064-015-575.pickle manylnprob(): lnp = [-28430.14667775 -28450.54290153 -28436.66110791 -28430.98669207 -28429.23290616 -28433.59417424 -28435.36596737 -28429.36429511 -28430.24189757 -28429.19176788 -28431.21802062 -28437.1499001 -28432.77067927 -28433.07808707 -28450.64369746 -28450.33726611 -28427.81367036 -28429.32039369 -28429.61232234 -28436.85962917 -28430.10119044 -28427.56382392 -28461.2658646 -28432.9414318 -28434.8883926 -28429.59165942 -28442.28001471 -28451.28415487 -28429.00474807 -28444.94021486 -28492.04197829 -28440.25571555 -28430.16843045 -28437.93080353 -28448.70505418 -28448.00707983 -28449.55551501 -28427.87545857 -28449.51001033 -28428.66214621 -28438.13769092 -28431.16962385 -28429.68679499 -28454.55844818 -28435.15861001 -28443.25381511 -28446.88553221 -28432.66607084 -28431.35111893 -28428.83181703 -28439.17897146 -28474.95233927 -28428.05598332 -28427.82537954 -28437.77680903 -28431.03315074 -28427.84198373 -28429.37214637 -28430.43496784 -28437.32691161 -28443.64183824 -28428.63122397 -28440.19475614 -28440.87709413] manylnprob(): p[0] = [ 1.33233105e+00 2.21375690e+00 9.42230571e-01 -8.77120974e-03 7.26152116e-03 -9.84833905e-05 9.12906235e-01 8.27784882e-01] main(): current acceptance fraction: 39.5806206597 MCMC took 85.445514 sec Running MCMC mcmc-default-064-015-576.pickle manylnprob(): lnp = [-28429.7373053 -28441.07814117 -28441.34189939 -28430.93789702 -28445.35930297 -28428.17608641 -28430.66447943 -28429.46695944 -28428.37033468 -28431.93373978 -28443.06049081 -28469.44706438 -28446.9072432 -28432.25826836 -28454.21858163 -28427.6913901 -28438.91570888 -28429.27443657 -28435.45751835 -28432.1581633 -28458.42491627 -28428.10522155 -28428.55550968 -28427.74232158 -28428.5108389 -28444.46947584 -28433.45852721 -28430.55284895 -28428.74646919 -28427.34924499 -28428.02721227 -28444.26013917 -28429.80062732 -28429.96061073 -28430.08671918 -28429.75127696 -28436.84780731 -28428.40522589 -28434.41686483 -28444.90516498 -28436.25831014 -28429.99801611 -28452.8670371 -28432.39154361 -28429.88034904 -28429.54869452 -28449.25730456 -28434.80212378 -28428.34646725 -28428.81144051 -28435.5185155 -28428.9993848 -28428.35127269 -28436.00765974 -28430.21085922 -28436.8526703 -28428.03947231 -28428.56267726 -28433.00937871 -28431.10723714 -28429.09519906 -28428.21679002 -28428.51814309 -28442.19137152] manylnprob(): p[0] = [ 1.33153286e+00 2.21211779e+00 9.41175749e-01 -8.78259314e-03 7.25676848e-03 -1.05048668e-04 9.13692298e-01 8.31016085e-01] main(): current acceptance fraction: 39.5797227036 MCMC took 85.630421 sec Running MCMC mcmc-default-064-015-577.pickle manylnprob(): lnp = [-28436.46018697 -28440.77206134 -28429.706445 -28429.93353524 -28427.59508711 -28428.71878972 -28429.33570605 -28438.37667996 -28428.21159291 -28446.26350979 -28431.04532757 -28441.18241959 -28442.10197065 -28455.1857053 -28433.25712403 -28428.86306801 -28427.99776213 -28431.04708354 -28429.14871903 -28453.1567563 -28437.37131833 -28429.5110823 -28428.59408494 -28431.55101537 -28443.27658781 -28430.47523324 -28432.13401917 -28433.93925211 -28428.71951015 -28428.92001913 -28427.7859893 -28430.88334534 -28429.69033381 -28429.46686897 -28432.1941164 -28436.77722859 -28432.34912067 -28427.5477431 -28428.10857938 -28432.26559293 -28428.43569189 -28446.70921432 -28429.005646 -28458.25320636 -28428.9225768 -28429.87551003 -28429.01584747 -28429.18590994 -28441.78928662 -28428.89165818 -28442.21689013 -28428.46866578 -28434.94199816 -28428.86948204 -28435.15144168 -28430.18028344 -28430.34387391 -28428.35385959 -28438.56198122 -28434.42265236 -28444.77335625 -28438.55061498 -28429.44615197 -28431.70699768] manylnprob(): p[0] = [ 1.32323274e+00 2.19497118e+00 9.30200054e-01 -8.84634011e-03 7.27350514e-03 -1.37170069e-04 9.10173200e-01 8.02574737e-01] main(): current acceptance fraction: 39.5896410035 MCMC took 84.997656 sec Running MCMC mcmc-default-064-015-578.pickle manylnprob(): lnp = [-28439.16501367 -28430.78299616 -28429.01110337 -28428.01023028 -28440.04143056 -28428.0977397 -28428.98366745 -28442.50199668 -28428.93503095 -28435.23012892 -28433.99954361 -28453.04002135 -28430.32490744 -28436.64545853 -28448.48560102 -28438.16304243 -28441.621637 -28431.7303946 -28432.04727752 -28432.5900176 -28430.78902572 -28428.4843259 -28437.41199839 -28432.01248707 -28438.52629766 -28429.64611143 -28438.27128378 -28432.06749871 -28431.48067751 -28428.43775803 -28427.66385798 -28430.92038127 -28429.73309263 -28442.41249216 -28432.19209088 -28431.17779021 -28428.93285405 -28428.46827167 -28427.94042116 -28443.33997822 -28435.28587513 -28429.83851165 -28451.27937234 -28430.65541389 -28443.69763524 -28429.06796503 -28430.31902312 -28428.32737153 -28445.05695654 -28427.51400841 -28428.80997118 -28430.51665085 -28428.52263567 -28428.25047716 -28429.03842747 -28431.75909 -28456.15254644 -28428.55644464 -28442.72047237 -28432.47083227 -28446.33148588 -28433.34111721 -28428.87425148 -28430.22098247] manylnprob(): p[0] = [ 1.33248884e+00 2.21428638e+00 9.42693904e-01 -8.81443483e-03 7.19185188e-03 -1.42820417e-04 9.11399181e-01 8.28555954e-01] main(): current acceptance fraction: 39.5914291883 MCMC took 84.862769 sec Running MCMC mcmc-default-064-015-579.pickle manylnprob(): lnp = [-28429.30844862 -28430.42077803 -28430.88490759 -28430.49727645 -28434.12317529 -28428.8138667 -28429.65553387 -28439.78059595 -28438.31836471 -28446.77934799 -28439.81745001 -28452.87265883 -28430.26009778 -28430.0962608 -28436.17729253 -28428.02548049 -28433.35988082 -28428.0787628 -28440.37918603 -28444.80323212 -28429.08286282 -28430.13213628 -28429.76161651 -28431.86119752 -28429.38514694 -28429.57035235 -28449.52981581 -28430.54481336 -28428.08381657 -28432.44731037 -28428.24875343 -28436.46077742 -28429.80712854 -28430.92807103 -28429.80213006 -28447.38153298 -28428.48146303 -28427.67039559 -28429.5306287 -28431.92868076 -28427.38704099 -28438.206101 -28428.32945281 -28429.41343004 -28429.9207613 -28443.1937243 -28445.48611728 -28438.22556047 -28430.97656974 -28433.34164022 -28428.42388999 -28429.23041601 -28432.01080658 -28431.18908506 -28428.95659602 -28431.50389616 -28440.5869216 -28429.44310586 -28438.07060932 -28428.31897298 -28429.07726318 -28430.39885442 -28428.65887551 -28428.20381971] manylnprob(): p[0] = [ 1.33376662e+00 2.21707266e+00 9.44816118e-01 -8.78598009e-03 7.19851567e-03 -1.09861142e-04 9.11772979e-01 8.25566864e-01] main(): current acceptance fraction: 39.5985991379 MCMC took 85.500619 sec Plotting trajectory traj-default-064-015-580.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-580.png Running MCMC mcmc-default-064-015-580.pickle manylnprob(): lnp = [-28429.16457838 -28445.43669569 -28437.62450667 -28431.1895238 -28443.27467878 -28427.58712656 -28427.81890508 -28429.21915805 -28430.18778825 -28439.3543251 -28429.87857357 -28431.10079691 -28433.75046221 -28430.2072754 -28430.33135308 -28439.39431848 -28428.03042746 -28435.42590554 -28434.09667277 -28430.47554356 -28429.20533459 -28436.46990365 -28429.32987254 -28430.4134862 -28427.81372136 -28429.26665962 -28429.80034468 -28464.71867865 -28431.06105411 -28431.00338056 -28428.85652574 -28446.00728136 -28433.72447715 -28432.9110729 -28436.38740087 -28433.88857829 -28428.31234931 -28429.35646644 -28429.52447568 -28449.52215878 -28428.47876178 -28448.75980099 -28430.27403148 -28431.09395085 -28428.60098994 -28431.75778604 -28430.42181606 -28430.84559183 -28442.67369039 -28436.95193576 -28438.46126304 -28429.32721002 -28434.68566209 -28428.54516316 -28429.13857173 -28439.43556504 -28428.48893626 -28427.73140918 -28437.40862276 -28430.28071185 -28428.87154809 -28442.11113139 -28428.80725798 -28444.88489876] manylnprob(): p[0] = [ 1.33454096e+00 2.21788205e+00 9.44664242e-01 -8.71006736e-03 7.30228920e-03 -5.83571410e-05 9.18761390e-01 8.33497923e-01] main(): current acceptance fraction: 39.6191910499 MCMC took 85.222143 sec Running MCMC mcmc-default-064-015-581.pickle manylnprob(): lnp = [-28449.54465988 -28440.30994382 -28434.22648691 -28430.3463645 -28428.62736239 -28434.76296119 -28427.79777601 -28431.83046355 -28429.96857436 -28428.63446839 -28428.47421602 -28429.54291845 -28447.26652306 -28456.3105313 -28433.60359833 -28440.45009747 -28428.05804607 -28435.71486577 -28428.371306 -28428.45787734 -28444.57914499 -28427.61607886 -28431.24382104 -28442.72181534 -28457.00451174 -28429.05798409 -28431.39544849 -28432.34617879 -28432.82321762 -28439.94642012 -28427.77820206 -28430.29250249 -28438.80542239 -28429.11150816 -28429.94405557 -28435.17590354 -28436.61133376 -28429.30579382 -28432.895619 -28430.36274975 -28445.48599591 -28430.05796307 -28441.35410909 -28431.38450864 -28430.39339103 -28443.7717343 -28429.97902998 -28440.06232587 -28440.18984323 -28437.35852231 -28428.83972356 -28429.39017714 -28428.83785266 -28443.33160555 -28439.94393504 -28430.74620179 -28429.23977634 -28438.14098831 -28439.91742597 -28432.45243646 -28429.3619648 -28436.25861153 -28427.88338604 -28429.07454066] manylnprob(): p[0] = [ 1.32896134e+00 2.20590196e+00 9.37435847e-01 -8.74409422e-03 7.35927791e-03 -8.40777845e-05 9.11096123e-01 8.06312093e-01] main(): current acceptance fraction: 39.6262886598 MCMC took 86.005217 sec Running MCMC mcmc-default-064-015-582.pickle manylnprob(): lnp = [-28432.52172351 -28428.17715045 -28428.00318894 -28439.14332743 -28440.90177924 -28428.20731055 -28428.49370362 -28461.31265282 -28430.02062659 -28429.48773197 -28429.36605777 -28435.05467523 -28432.20803501 -28428.81705212 -28437.85689426 -28433.20351529 -28427.80726057 -28453.11765299 -28433.61805181 -28432.56607718 -28448.94256823 -28429.89163603 -28446.72433612 -28427.78290852 -28438.23792669 -28431.41901407 -28446.82202839 -28428.74087793 -28443.00814394 -28444.62059044 -28428.66769749 -28451.8873945 -28435.96950154 -28432.26346866 -28447.66313189 -28432.66960482 -28440.37692126 -28428.73686049 -28450.05354766 -28447.83235643 -28429.16130967 -28430.42959287 -28434.8798717 -28440.39679405 -28433.84862563 -28463.39726623 -28448.13408925 -28465.20704066 -28430.1432312 -28434.72301233 -28428.18353617 -28450.10312216 -28428.21565132 -28428.36242146 -28427.70203895 -28430.45307683 -28439.31934081 -28430.37218467 -28442.44570559 -28447.4612293 -28428.99289149 -28429.6306177 -28427.96214324 -28443.49448134] manylnprob(): p[0] = [ 1.33044720e+00 2.20931403e+00 9.39465539e-01 -8.76338450e-03 7.29523669e-03 -1.00591954e-04 9.23150544e-01 8.50487273e-01] main(): current acceptance fraction: 39.5985205832 MCMC took 85.749365 sec Running MCMC mcmc-default-064-015-583.pickle manylnprob(): lnp = [-28433.64648054 -28428.3755063 -28428.56814403 -28433.07683418 -28427.62298606 -28427.87953998 -28428.77772131 -28429.70640127 -28443.50400388 -28431.45647733 -28429.64610496 -28429.67949702 -28429.35814076 -28429.12227736 -28433.15782611 -28429.98983595 -28429.64144462 -28435.91443995 -28431.08261373 -28446.72880931 -28429.37451526 -28432.6951058 -28443.06978948 -28436.73070432 -28428.33481876 -28430.24102178 -28429.28012211 -28429.65129851 -28435.7355694 -28430.72954905 -28439.2512024 -28436.16928518 -28430.22739084 -28475.05104363 -28457.93130131 -28432.01539678 -28431.87795565 -28428.75962742 -28428.7535366 -28443.05138353 -28448.50114697 -28429.92757514 -28430.25722313 -28438.15811769 -28434.51812147 -28429.31366113 -28456.6662649 -28429.3336502 -28450.70411219 -28478.73261125 -28428.74017386 -28441.36220823 -28428.85739157 -28428.36799843 -28427.21285678 -28433.81090347 -28448.52695779 -28430.46003952 -28434.39261243 -28428.77257072 -28449.29259149 -28431.29489344 -28433.45043545 -28429.42033257] manylnprob(): p[0] = [ 1.32967352e+00 2.20744325e+00 9.38336291e-01 -8.75230445e-03 7.32441542e-03 -9.48998137e-05 9.23853511e-01 8.47323970e-01] main(): current acceptance fraction: 39.6190068493 MCMC took 85.915744 sec Running MCMC mcmc-default-064-015-584.pickle manylnprob(): lnp = [-28448.46103809 -28427.39728623 -28432.49873596 -28430.98037916 -28434.49402693 -28430.55141155 -28429.93948154 -28444.25061553 -28428.93832425 -28445.27284368 -28438.43342132 -28450.31161571 -28429.10759476 -28439.72874647 -28437.55008404 -28445.60881431 -28427.7344296 -28474.24057716 -28428.57971072 -28446.45132792 -28429.34884776 -28435.63612195 -28427.79903761 -28433.7565212 -28428.07674595 -28429.74490839 -28438.03593427 -28428.75646949 -28428.25784531 -28441.77708055 -28435.30785331 -28429.53164303 -28430.34159794 -28428.31503357 -28428.41525733 -28430.07826253 -28444.3800189 -28429.38967296 -28429.12033647 -28445.37062628 -28442.76739911 -28429.275795 -28431.83238798 -28429.1598069 -28436.22932191 -28441.95380652 -28429.02270236 -28429.92222933 -28431.02290517 -28433.56927486 -28428.92282804 -28433.92548592 -28429.00045885 -28432.99798202 -28435.1551696 -28428.42670699 -28438.85035196 -28429.68878019 -28446.29265557 -28430.95745784 -28429.34022031 -28440.41259974 -28436.83081101 -28427.8953492 ] manylnprob(): p[0] = [ 1.32839386e+00 2.20458825e+00 9.36585697e-01 -8.75940000e-03 7.34196417e-03 -1.02675652e-04 9.25339829e-01 8.46789926e-01] main(): current acceptance fraction: 39.6047008547 MCMC took 85.935584 sec Running MCMC mcmc-default-064-015-585.pickle manylnprob(): lnp = [-28430.03673372 -28429.48416837 -28429.03774867 -28433.77969423 -28429.086954 -28452.59516842 -28429.45159799 -28432.40345764 -28445.027243 -28428.94650449 -28428.07872323 -28428.67093992 -28429.96738825 -28427.38708611 -28442.82818661 -28443.9957247 -28427.50544213 -28448.87042327 -28427.68344366 -28434.38117811 -28430.52348648 -28430.04845284 -28431.18695811 -28430.43794285 -28428.40378073 -28428.50423674 -28434.42103945 -28436.76509045 -28428.61458757 -28433.96574802 -28427.60375075 -28455.53318516 -28434.78586303 -28428.2049196 -28428.70733296 -28435.4786516 -28430.76015246 -28429.4798354 -28436.43447857 -28438.43552381 -28433.06317398 -28431.46510494 -28432.52956696 -28428.69128438 -28442.12427913 -28442.03982711 -28429.53565667 -28436.29692578 -28428.72211722 -28444.32097634 -28436.71840954 -28437.50977485 -28435.85793994 -28431.93452289 -28427.3338235 -28431.7809928 -28450.62460833 -28433.19237071 -28437.31175081 -28428.46910337 -28444.6819017 -28428.87091549 -28440.2402878 -28429.00992222] manylnprob(): p[0] = [ 1.33443965e+00 2.21748831e+00 9.44655791e-01 -8.73487489e-03 7.29538954e-03 -7.67143132e-05 9.25572650e-01 8.50045750e-01] main(): current acceptance fraction: 39.6091083618 MCMC took 84.995798 sec Running MCMC mcmc-default-064-015-586.pickle manylnprob(): lnp = [-28428.37364845 -28430.39494132 -28429.22666593 -28437.32808819 -28428.65616307 -28430.28654532 -28436.36864962 -28429.24341205 -28440.94972236 -28429.46905539 -28430.23281878 -28429.5719436 -28430.05013357 -28438.76845105 -28430.14717746 -28445.90094545 -28427.616425 -28464.80199689 -28445.92075892 -28434.20044397 -28436.24908182 -28427.6231058 -28439.75615203 -28428.41805137 -28428.18028765 -28433.1954822 -28439.75306227 -28427.96620103 -28434.72108598 -28432.47909418 -28446.28699678 -28428.32630908 -28429.18208089 -28428.55406861 -28436.97422648 -28430.14418871 -28432.13562945 -28433.06504711 -28458.14998478 -28429.52141752 -28434.7082235 -28452.17367632 -28452.27301122 -28447.99489852 -28429.62056817 -28428.96047083 -28431.86540115 -28442.05222302 -28427.82677549 -28433.9377825 -28430.68150133 -28428.24386965 -28428.24603247 -28451.41506054 -28427.42745848 -28438.77715354 -28442.17804592 -28433.34165857 -28431.37863915 -28432.06565354 -28440.82271839 -28428.95218742 -28427.87101788 -28430.12646757] manylnprob(): p[0] = [ 1.33761307e+00 2.22400548e+00 9.48893032e-01 -8.70560869e-03 7.29597397e-03 -6.35181943e-05 9.21566837e-01 8.39590849e-01] main(): current acceptance fraction: 39.6241482112 MCMC took 85.616728 sec Running MCMC mcmc-default-064-015-587.pickle manylnprob(): lnp = [-28428.16971947 -28428.60745511 -28428.88746609 -28477.14299142 -28440.9174549 -28449.10580368 -28429.48188633 -28440.96378737 -28428.42430288 -28428.35589855 -28435.4252176 -28432.27341693 -28429.66159278 -28428.17209113 -28428.96059582 -28447.34747312 -28428.05056671 -28429.10176691 -28427.38117713 -28429.89607774 -28428.22304605 -28439.65987711 -28428.09147389 -28434.42225401 -28430.25646138 -28456.27109518 -28428.44923273 -28427.44645861 -28428.42893632 -28428.86000879 -28452.62481617 -28428.22594243 -28451.3534595 -28428.59484202 -28427.91026932 -28431.12736566 -28430.10399679 -28435.32810891 -28429.04668289 -28444.10242778 -28437.21103841 -28444.08133819 -28432.22731568 -28441.14623476 -28429.77159721 -28431.39244809 -28431.55760219 -28431.75657583 -28441.51835331 -28428.62343242 -28436.52538982 -28435.22347067 -28429.10412719 -28439.02084573 -28427.59939361 -28430.56147988 -28427.89758035 -28438.73481726 -28436.10227245 -28438.10115259 -28438.11810484 -28442.38567051 -28430.90721796 -28429.69970893] manylnprob(): p[0] = [ 1.33463804e+00 2.21807400e+00 9.44942905e-01 -8.73644529e-03 7.28812011e-03 -7.14991903e-05 9.24809591e-01 8.55167555e-01] main(): current acceptance fraction: 39.6231930272 MCMC took 84.525374 sec Running MCMC mcmc-default-064-015-588.pickle manylnprob(): lnp = [-28430.69824979 -28431.61038668 -28428.50106004 -28432.45449972 -28441.26006991 -28462.17691731 -28435.81762432 -28427.69000755 -28428.15837932 -28426.98790366 -28435.83011757 -28452.25252068 -28428.22265537 -28429.48527746 -28428.89980521 -28456.39761396 -28434.48520209 -28436.92889452 -28429.96063073 -28433.49034777 -28432.41199107 -28429.13719451 -28429.56595386 -28435.34367026 -28430.79151915 -28429.76677758 -28428.11221634 -28428.15760312 -28428.767149 -28428.0270618 -28428.38548867 -28433.72325965 -28434.79437885 -28431.56660609 -28442.08498183 -28433.91190163 -28438.5171973 -28434.13729697 -28440.39721112 -28429.49182914 -28455.76872038 -28442.55677198 -28429.72681623 -28428.13785458 -28429.73612334 -28444.11622513 -28432.48274267 -28431.16561897 -28428.80863885 -28430.573551 -28437.59058487 -28429.35142772 -28431.85209693 -28431.82240006 -28430.29039608 -28440.1887657 -28438.32957439 -28432.66092953 -28433.88987701 -28430.12133578 -28449.41309529 -28432.75609956 -28431.64631686 -28428.91167426] manylnprob(): p[0] = [ 1.33173612e+00 2.21246197e+00 9.41554468e-01 -8.78262902e-03 7.26747874e-03 -1.00881856e-04 9.27112239e-01 8.51305131e-01] main(): current acceptance fraction: 39.6169354839 MCMC took 85.875009 sec Running MCMC mcmc-default-064-015-589.pickle manylnprob(): lnp = [-28428.15217457 -28431.6153292 -28429.15690293 -28429.10435484 -28430.14873591 -28438.45722802 -28440.45661809 -28429.28617432 -28427.9980248 -28430.99958099 -28435.5205972 -28428.57352183 -28429.8495601 -28432.96104797 -28443.40623924 -28447.97513871 -28427.68779101 -28430.495707 -28444.51944696 -28430.68924279 -28429.5920337 -28431.08092548 -28432.24636451 -28435.89578298 -28428.65206037 -28438.47220811 -28432.92289294 -28428.20850717 -28433.85370097 -28428.44154543 -28441.39886303 -28428.41477911 -28428.60868802 -28430.36749949 -28427.43738533 -28448.60153155 -28443.57524936 -28429.7477865 -28430.30893392 -28433.64421542 -28433.57299774 -28449.78435291 -28436.95407964 -28427.75768326 -28431.15241499 -28427.97496231 -28429.57514267 -28427.83624882 -28428.83959113 -28460.65047291 -28435.90583569 -28440.45262948 -28431.25559058 -28455.93296441 -28428.82759726 -28429.99527306 -28428.38755927 -28435.30351664 -28443.71477264 -28430.88256806 -28427.68200057 -28435.39685191 -28436.60485103 -28428.32703446] manylnprob(): p[0] = [ 1.33340206e+00 2.21588749e+00 9.43876647e-01 -8.76284409e-03 7.26466263e-03 -8.57849732e-05 9.22738335e-01 8.44093398e-01] main(): current acceptance fraction: 39.623940678 MCMC took 85.131434 sec Plotting trajectory traj-default-064-015-590.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-590.png Running MCMC mcmc-default-064-015-590.pickle manylnprob(): lnp = [-28427.6724786 -28462.58440062 -28429.10456492 -28429.82512936 -28436.10296571 -28432.0995391 -28448.42696101 -28428.71348857 -28435.19464079 -28431.64365584 -28429.35435951 -28428.70337168 -28428.30768348 -28428.93826168 -28433.41526528 -28428.46149199 -28438.54841029 -28429.32797774 -28448.86296906 -28429.60423464 -28429.64656098 -28432.13742754 -28435.26671079 -28432.94165453 -28429.45256617 -28428.68850272 -28431.1533637 -28432.71775988 -28428.66122577 -28435.25319853 -28444.10331984 -28431.37634621 -28450.10048728 -28437.78403649 -28428.55143383 -28433.50730919 -28431.81106824 -28436.696529 -28462.87979052 -28432.23688063 -28437.04298006 -28431.04138172 -28446.3002033 -28428.58834049 -28429.38164555 -28427.57429366 -28448.58383485 -28427.95440122 -28441.73484609 -28429.12186458 -28433.9558077 -28441.06908615 -28435.47365416 -28451.33593323 -28433.21929265 -28429.1698089 -28431.52964505 -28429.81848856 -28431.69254094 -28435.2757409 -28431.3150295 -28428.99365342 -28439.4002619 -28429.65109285] manylnprob(): p[0] = [ 1.33768303e+00 2.22450823e+00 9.49256531e-01 -8.72387422e-03 7.25812847e-03 -6.07979242e-05 9.23971226e-01 8.50579350e-01] main(): current acceptance fraction: 39.6229906937 MCMC took 85.671927 sec Running MCMC mcmc-default-064-015-591.pickle manylnprob(): lnp = [-28438.88109254 -28437.81090641 -28435.65277445 -28438.09529962 -28448.85603753 -28431.17572024 -28440.48577397 -28434.60106619 -28428.26043974 -28427.67241999 -28429.09058933 -28429.2252656 -28429.39237734 -28427.65466493 -28467.32115021 -28445.988905 -28439.60271035 -28427.78100755 -28446.19568117 -28437.68275288 -28428.94179534 -28428.91801261 -28448.90511005 -28433.6840901 -28428.24044216 -28431.47568061 -28430.73050535 -28429.43206228 -28440.01973411 -28428.35227569 -28427.96965998 -28429.39525548 -28447.66452993 -28429.96710226 -28429.01641261 -28447.62635601 -28431.02865342 -28470.3888738 -28430.64091197 -28431.14993645 -28428.57016719 -28448.59704555 -28428.81535214 -28432.94279981 -28428.56690109 -28428.03603116 -28427.57426436 -28428.154733 -28427.94113463 -28444.18393082 -28433.48250752 -28444.07090022 -28439.95182261 -28442.52453991 -28428.28414003 -28439.96839918 -28427.79311631 -28431.02074697 -28430.23113686 -28431.57037268 -28429.54641985 -28428.75068399 -28442.01582294 -28430.34385107] manylnprob(): p[0] = [ 1.33110994e+00 2.21059340e+00 9.40749746e-01 -8.79917151e-03 7.24021797e-03 -1.18049200e-04 9.33487282e-01 8.66016356e-01] main(): current acceptance fraction: 39.6009290541 MCMC took 85.046927 sec Running MCMC mcmc-default-064-015-592.pickle manylnprob(): lnp = [-28429.90795228 -28436.87045583 -28429.06359218 -28428.96361596 -28428.72081445 -28428.45795019 -28439.04822093 -28430.66519957 -28429.82121285 -28438.85157022 -28430.75141625 -28428.47156342 -28443.30140443 -28435.77692685 -28432.36630481 -28440.62277716 -28444.17787211 -28430.7521606 -28430.39373016 -28429.79498836 -28432.59498398 -28430.57838586 -28458.53501563 -28441.83711468 -28429.83076669 -28430.10467055 -28436.95849542 -28429.17477384 -28428.21493732 -28427.89123393 -28433.89963135 -28430.35281404 -28446.30620768 -28427.6311037 -28432.92549815 -28432.46888319 -28430.18762116 -28455.97140288 -28428.64338706 -28437.80306403 -28428.62372735 -28442.93689672 -28431.74138194 -28428.06109061 -28434.29051508 -28435.29476805 -28427.71365695 -28430.7746917 -28428.91229019 -28437.23596953 -28434.11708533 -28444.44205868 -28429.51176042 -28438.31748653 -28430.86214864 -28430.65553221 -28438.84101846 -28430.03988234 -28428.60096878 -28447.56077498 -28463.24934614 -28428.08278541 -28433.16155132 -28429.74214838] manylnprob(): p[0] = [ 1.33330804e+00 2.21570105e+00 9.43903854e-01 -8.78901824e-03 7.22747703e-03 -1.08221010e-04 9.24421987e-01 8.32466116e-01] main(): current acceptance fraction: 39.597386172 MCMC took 85.587088 sec Running MCMC mcmc-default-064-015-593.pickle manylnprob(): lnp = [-28452.45090337 -28429.16748656 -28429.00434083 -28431.74806305 -28429.37817719 -28444.64094827 -28448.83454423 -28437.61429041 -28430.23257069 -28431.40984822 -28429.44902567 -28429.1681369 -28429.86288176 -28429.50689871 -28431.544975 -28428.44959123 -28431.32888979 -28440.08935695 -28427.88745184 -28430.09748984 -28428.25556505 -28430.52757359 -28435.2038005 -28443.50563104 -28444.85935499 -28431.65841554 -28431.41008482 -28430.93418285 -28428.67696976 -28435.62844608 -28428.81124547 -28431.95762213 -28429.93176882 -28429.92202133 -28472.53345746 -28459.84418156 -28435.15404666 -28453.03511354 -28428.95206448 -28429.41541654 -28437.48528371 -28444.85344757 -28431.66038279 -28429.5375256 -28441.15512809 -28428.08060117 -28428.94075159 -28435.19319566 -28427.66465333 -28436.25236365 -28430.66037457 -28428.45000074 -28429.52548981 -28429.46079347 -28430.24748039 -28429.56990606 -28429.91028065 -28434.65187724 -28433.2256832 -28429.6151963 -28430.86365073 -28428.20057284 -28449.65771813 -28428.89828714] manylnprob(): p[0] = [ 1.33082068e+00 2.20965500e+00 9.40431094e-01 -8.85248689e-03 7.17127613e-03 -1.63179384e-04 9.37593046e-01 8.41069844e-01] main(): current acceptance fraction: 39.6070075758 MCMC took 84.661086 sec Running MCMC mcmc-default-064-015-594.pickle manylnprob(): lnp = [-28430.60557602 -28434.11831876 -28438.87193971 -28431.77030735 -28428.6963676 -28428.67827762 -28445.39241757 -28429.59023968 -28429.59319076 -28431.38623015 -28430.27940746 -28430.82363578 -28429.85894851 -28443.48331983 -28446.30762201 -28428.36043023 -28431.41814983 -28428.42932827 -28429.63333832 -28428.35423535 -28428.54904248 -28442.93062853 -28428.95005546 -28441.36696865 -28434.24068735 -28456.03795041 -28450.21285819 -28433.72586871 -28428.4544057 -28429.99363167 -28428.1752649 -28429.42660549 -28428.77312184 -28443.41527288 -28434.85613948 -28431.10950927 -28428.90760154 -28448.17046834 -28427.18658007 -28429.08508009 -28436.18698105 -28432.30076044 -28433.41632219 -28433.75982068 -28431.36230201 -28427.60773582 -28428.35050051 -28475.44321404 -28447.50346961 -28435.25736552 -28434.23070732 -28429.39978705 -28429.00606495 -28430.74497862 -28435.02162491 -28434.48536688 -28438.21903979 -28444.49731535 -28430.12347295 -28451.71005576 -28431.19940613 -28429.06028838 -28434.79929902 -28427.24780432] manylnprob(): p[0] = [ 1.33363354e+00 2.21634830e+00 9.44388776e-01 -8.78446735e-03 7.22943647e-03 -1.06693251e-04 9.24166766e-01 8.30360843e-01] main(): current acceptance fraction: 39.606092437 MCMC took 84.838003 sec Running MCMC mcmc-default-064-015-595.pickle manylnprob(): lnp = [-28460.37105234 -28431.10248453 -28434.01425754 -28430.71724983 -28429.72836631 -28434.91851238 -28440.79115769 -28437.60402314 -28438.566328 -28431.06922717 -28429.12839776 -28436.57272957 -28434.5139593 -28444.39873241 -28429.20998276 -28428.84651116 -28449.9429864 -28428.74089845 -28441.75765644 -28429.70670769 -28430.5109899 -28430.53354952 -28445.11741148 -28442.01539067 -28465.83128394 -28431.13135662 -28432.29665666 -28445.14943531 -28430.43314761 -28427.94358549 -28428.5453358 -28435.51047574 -28446.12695697 -28427.73311629 -28463.86502769 -28429.51342707 -28432.27004796 -28461.49544277 -28428.83156906 -28434.44040158 -28434.62696282 -28448.29063377 -28436.96326751 -28429.63762604 -28429.62418722 -28442.00973365 -28435.15699207 -28455.80480343 -28428.18219546 -28444.68205328 -28430.98118027 -28439.68737611 -28432.36210184 -28431.51023598 -28440.1183372 -28433.81749531 -28428.77577368 -28431.72396991 -28429.24049039 -28430.37026819 -28452.56308617 -28437.52212668 -28434.66761277 -28430.84842833] manylnprob(): p[0] = [ 1.33302853e+00 2.21450959e+00 9.43900159e-01 -8.78466199e-03 7.23978223e-03 -1.37876814e-04 9.35022593e-01 8.16397055e-01] main(): current acceptance fraction: 39.6051803691 MCMC took 85.330551 sec Running MCMC mcmc-default-064-015-596.pickle manylnprob(): lnp = [-28429.41763555 -28435.49822911 -28464.03935708 -28429.53118661 -28431.59583589 -28429.64864018 -28435.42838001 -28431.76374014 -28428.14460371 -28429.38568442 -28429.57403943 -28430.10767634 -28440.95505593 -28428.28191626 -28431.21261299 -28435.91540823 -28444.64985517 -28429.98150968 -28440.78630904 -28437.34290399 -28443.05386831 -28451.76654023 -28456.00179858 -28429.90627098 -28448.5668023 -28429.56802332 -28433.61489432 -28432.31656958 -28436.0844396 -28430.45814554 -28432.72540121 -28431.46530121 -28430.64794688 -28429.1283704 -28463.73688199 -28429.8998581 -28446.40464452 -28429.42736693 -28452.02003763 -28434.29766911 -28428.39690195 -28446.43596909 -28450.12283342 -28436.15597897 -28431.60313992 -28428.12922267 -28442.61534434 -28429.31762092 -28431.60172054 -28442.41452948 -28440.02077999 -28430.98577899 -28432.11579904 -28432.56887203 -28454.59758055 -28430.84350202 -28439.34260116 -28431.30811593 -28432.27824805 -28429.10528582 -28430.38290613 -28429.65727866 -28428.67047342 -28445.56117908] manylnprob(): p[0] = [ 1.33682352e+00 2.22244914e+00 9.47673817e-01 -8.68458509e-03 7.30037270e-03 -4.84606574e-05 9.22954080e-01 8.61912120e-01] main(): current acceptance fraction: 39.6121231156 MCMC took 85.715661 sec Running MCMC mcmc-default-064-015-597.pickle manylnprob(): lnp = [-28435.76297282 -28428.38890016 -28448.03180616 -28429.57494203 -28429.97920604 -28431.60148103 -28434.75994017 -28434.17978798 -28429.6019778 -28429.60671871 -28434.40766761 -28430.83552658 -28440.3464823 -28427.58713225 -28431.19269122 -28428.3567517 -28457.71050548 -28428.05986419 -28448.53077066 -28428.98834869 -28430.37528128 -28430.26822875 -28446.14121185 -28442.74502232 -28447.08869427 -28432.06607649 -28436.1055773 -28434.17727502 -28450.65067187 -28428.51468305 -28428.44490238 -28438.83258285 -28447.05643999 -28448.33198374 -28505.20352408 -28430.60109157 -28429.39484073 -28429.71050145 -28429.05258715 -28430.71605984 -28437.20634528 -28429.48457534 -28453.67349652 -28430.28663222 -28433.25194599 -28429.13134212 -28438.20840751 -28431.54715226 -28436.84170544 -28436.95420016 -28429.71733106 -28433.89059561 -28430.61835791 -28435.3311488 -28437.39472612 -28446.7266649 -28429.29254467 -28445.83398241 -28462.72317149 -28431.93417714 -28427.84565817 -28429.29579955 -28428.60322751 -28432.86832178] manylnprob(): p[0] = [ 1.33290926e+00 2.21445930e+00 9.43206517e-01 -8.78474804e-03 7.23674325e-03 -1.12929764e-04 9.21132447e-01 8.30520594e-01] main(): current acceptance fraction: 39.6268812709 MCMC took 85.943497 sec Running MCMC mcmc-default-064-015-598.pickle manylnprob(): lnp = [-28428.63886973 -28446.51449229 -28432.09814582 -28432.85890119 -28428.63796574 -28436.19748247 -28441.23431454 -28430.91054171 -28449.44278257 -28430.84995637 -28443.05434287 -28441.28240915 -28445.52351829 -28434.52985711 -28441.21626185 -28437.4113423 -28433.09313627 -28436.84535452 -28440.42509237 -28431.29429578 -28430.5424403 -28448.66044687 -28454.81559772 -28435.27551838 -28458.20822629 -28436.48566905 -28432.67470197 -28433.26678903 -28428.07151301 -28430.00821172 -28429.99507719 -28438.00502195 -28448.0773485 -28430.10560465 -28434.78914312 -28429.6926639 -28429.77951615 -28430.49797129 -28429.38771155 -28429.63231847 -28428.75438994 -28441.77999985 -28430.85304465 -28434.57646614 -28433.82501501 -28429.17949229 -28429.24786444 -28440.52478705 -28443.75977076 -28446.81474838 -28433.81110521 -28429.89435991 -28436.09390612 -28430.5822366 -28428.86421892 -28429.20687372 -28438.75923603 -28453.43122085 -28463.41241698 -28434.38305416 -28428.80455513 -28428.81014317 -28429.38860559 -28430.71651964] manylnprob(): p[0] = [ 1.33516747e+00 2.21937990e+00 9.46287201e-01 -8.75468474e-03 7.24861816e-03 -8.16448772e-05 9.21354953e-01 8.30379796e-01] main(): current acceptance fraction: 39.6259390651 MCMC took 84.622709 sec Running MCMC mcmc-default-064-015-599.pickle manylnprob(): lnp = [-28428.97727704 -28430.96082129 -28438.37660815 -28437.77724866 -28428.59271595 -28442.02444621 -28459.8891982 -28430.7309919 -28436.90997103 -28436.7391505 -28431.95858728 -28429.36763762 -28428.12965061 -28429.78646143 -28431.73036773 -28427.1168978 -28433.99899019 -28429.07860092 -28429.66123822 -28428.87925891 -28440.20901483 -28432.5990965 -28428.93294452 -28433.44879807 -28433.72585812 -28458.05585707 -28439.89202852 -28443.27323079 -28435.31278383 -28431.70775591 -28428.7977779 -28469.80567987 -28459.77499925 -28450.92677799 -28431.47788275 -28456.96026436 -28431.4105761 -28467.6722343 -28429.33490231 -28435.45082689 -28446.32309854 -28431.31009856 -28431.19634561 -28429.87271267 -28430.27992173 -28440.90631364 -28441.6772064 -28430.09781424 -28429.50589659 -28429.82449668 -28433.46569086 -28448.96276054 -28430.74236417 -28451.61991387 -28447.63028046 -28436.2042153 -28438.1421158 -28461.05417096 -28429.04793806 -28431.35968942 -28442.96837732 -28433.09823613 -28429.41436501 -28428.72553905] manylnprob(): p[0] = [ 1.33132104e+00 2.21141750e+00 9.41107790e-01 -8.80217828e-03 7.20728085e-03 -1.16720442e-04 9.22624654e-01 8.43648101e-01] main(): current acceptance fraction: 39.625 MCMC took 85.045053 sec Plotting trajectory traj-default-064-015-600.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-600.png Running MCMC mcmc-default-064-015-600.pickle manylnprob(): lnp = [-28439.28305147 -28435.13937183 -28450.50359139 -28432.61514627 -28428.4256512 -28435.1574711 -28441.90300996 -28429.57069559 -28429.24625288 -28428.77357216 -28431.69925036 -28467.52186632 -28427.97729707 -28433.68100761 -28430.93094762 -28434.48710793 -28431.51991442 -28444.03712865 -28427.46133226 -28430.70837 -28430.17866432 -28443.23167906 -28429.05402749 -28429.66976022 -28430.2735208 -28451.8159289 -28431.0786582 -28431.9761946 -28428.27890161 -28441.89620748 -28429.23135915 -28443.61820853 -28430.39452876 -28431.41301046 -28430.60277661 -28446.7882152 -28430.52544967 -28429.94354734 -28431.34543636 -28448.71840639 -28434.8876794 -28429.31940207 -28430.80194994 -28430.61264423 -28436.30101521 -28429.69658666 -28427.99210768 -28454.14399134 -28445.37124481 -28440.51022441 -28427.86656975 -28431.44896601 -28431.15240519 -28429.8890624 -28433.91197529 -28442.84663132 -28440.86910259 -28436.3354573 -28433.81426271 -28430.86129267 -28428.80038915 -28430.86335792 -28429.71131183 -28445.71289522] manylnprob(): p[0] = [ 1.33559177e+00 2.22002707e+00 9.46584163e-01 -8.83890888e-03 7.04236625e-03 -2.10706158e-04 9.23797136e-01 8.33628365e-01] main(): current acceptance fraction: 39.6266638935 MCMC took 86.009662 sec Running MCMC mcmc-default-064-015-601.pickle manylnprob(): lnp = [-28430.68312183 -28431.05008463 -28455.9271026 -28429.83140005 -28428.38127186 -28438.65725483 -28441.20589193 -28428.75304241 -28427.84886604 -28427.35411927 -28432.00027691 -28428.33708209 -28437.28242567 -28430.84372662 -28431.89607353 -28427.92371717 -28429.80611099 -28438.35739967 -28442.58042188 -28430.27322124 -28431.89058901 -28449.2547012 -28428.28760124 -28429.44171518 -28429.94863744 -28430.77724722 -28436.51123902 -28432.23356346 -28428.10018027 -28428.2685473 -28429.18313844 -28433.31884265 -28428.9799901 -28449.09653792 -28444.315255 -28434.52677313 -28429.81662813 -28446.64838437 -28431.42408627 -28435.48290426 -28443.72250132 -28429.11130838 -28428.81478526 -28431.38415283 -28429.90595437 -28428.61033032 -28438.88707341 -28431.14092863 -28442.03479532 -28429.17549257 -28429.47236839 -28429.07066692 -28431.13448093 -28448.43791296 -28430.13911841 -28434.83887735 -28438.60781952 -28438.18417483 -28427.60645676 -28431.32125288 -28449.87267408 -28428.91070273 -28442.92640988 -28430.39864623] manylnprob(): p[0] = [ 1.33110408e+00 2.21077336e+00 9.40731235e-01 -8.80139741e-03 7.20876631e-03 -1.17468717e-04 9.21452172e-01 8.45978048e-01] main(): current acceptance fraction: 39.6075581395 MCMC took 85.374015 sec Running MCMC mcmc-default-064-015-602.pickle manylnprob(): lnp = [-28431.74232257 -28456.67862479 -28444.60481484 -28433.03657299 -28433.14949154 -28429.12579026 -28452.47446642 -28430.43290445 -28434.15711828 -28426.9026002 -28429.03341357 -28428.59079905 -28428.12364685 -28440.09739056 -28432.57450597 -28433.9709428 -28431.46374842 -28439.18840378 -28431.34146287 -28433.22822153 -28430.26029723 -28445.39397032 -28428.67154402 -28430.97405456 -28448.15422103 -28433.98955652 -28430.9293733 -28432.27186528 -28428.4628778 -28428.84007916 -28428.19369147 -28428.04762943 -28429.57255885 -28437.7761791 -28429.69922544 -28445.07375584 -28428.25282539 -28428.99694755 -28431.45524856 -28431.16235182 -28428.61330024 -28443.33713685 -28437.51703812 -28430.85503329 -28435.59275176 -28440.73096947 -28434.33199719 -28430.39166852 -28429.6653455 -28448.70074592 -28437.14175102 -28440.47307499 -28433.71111431 -28441.55643643 -28440.80514995 -28430.194643 -28429.05582194 -28439.15527076 -28428.9638857 -28430.61793769 -28429.37600825 -28443.24502957 -28429.02195695 -28429.7232717 ] manylnprob(): p[0] = [ 1.33026997e+00 2.20896520e+00 9.39570029e-01 -8.80049766e-03 7.21444478e-03 -1.18364459e-04 9.21794849e-01 8.43486252e-01] main(): current acceptance fraction: 39.6014718076 MCMC took 85.497537 sec Running MCMC mcmc-default-064-015-603.pickle manylnprob(): lnp = [-28428.95190911 -28436.77573407 -28460.87155379 -28431.99671189 -28427.6102731 -28429.44832067 -28454.92196409 -28431.01921503 -28428.38308256 -28431.23233573 -28429.6757055 -28428.33509686 -28446.10067507 -28433.24459759 -28443.6943969 -28433.75733624 -28432.38710524 -28429.68819193 -28433.78918979 -28455.58316277 -28429.14573251 -28430.75439641 -28434.99987614 -28439.94662694 -28432.26793978 -28450.94644325 -28432.03836198 -28442.47680193 -28429.10184893 -28434.17565027 -28430.2389324 -28438.74289491 -28429.56857694 -28436.01606258 -28430.26490642 -28436.47191977 -28430.32407091 -28430.53677816 -28439.61902268 -28430.29160061 -28428.6884882 -28440.46343656 -28428.88678712 -28430.81582934 -28432.98423147 -28428.33530043 -28428.93219515 -28427.74717483 -28429.00089397 -28427.91399962 -28430.3517039 -28430.02373886 -28432.92182155 -28429.66485189 -28429.68060615 -28438.04665836 -28428.8714231 -28429.94652204 -28427.43027446 -28431.82323834 -28428.07879133 -28453.32403892 -28429.46424201 -28455.70986577] manylnprob(): p[0] = [ 1.33339824e+00 2.21532394e+00 9.43654216e-01 -8.74264415e-03 7.28480152e-03 -7.38053456e-05 9.16220845e-01 8.55260851e-01] main(): current acceptance fraction: 39.6005794702 MCMC took 84.706487 sec Running MCMC mcmc-default-064-015-604.pickle manylnprob(): lnp = [-28427.71794967 -28430.97893862 -28435.66688455 -28436.03134914 -28428.51684585 -28432.60801916 -28455.38884672 -28430.38465783 -28428.67280273 -28428.74682316 -28428.14503036 -28431.10359596 -28428.53749134 -28438.71527675 -28430.76493549 -28428.29553197 -28429.7841993 -28447.98325914 -28428.08836303 -28430.51924511 -28430.75326455 -28430.37343547 -28430.1211267 -28435.77579108 -28427.23331309 -28431.29293774 -28431.32911998 -28431.25702808 -28428.54362462 -28448.35510589 -28428.04864385 -28438.46115152 -28434.29754127 -28442.29326495 -28430.07634446 -28427.84635314 -28431.52562536 -28429.88090704 -28444.71171812 -28431.58256523 -28428.68478937 -28429.16052262 -28430.11985853 -28433.72908146 -28429.23964796 -28441.54555552 -28441.50930685 -28427.38319192 -28428.33648273 -28429.59266174 -28429.71259317 -28434.87532893 -28430.24634195 -28428.3248633 -28429.68266273 -28434.07317435 -28437.79864445 -28434.10783865 -28427.8875043 -28440.17158725 -28436.15316808 -28429.33070626 -28430.73833034 -28429.4652134 ] manylnprob(): p[0] = [ 1.33416875e+00 2.21709527e+00 9.44600294e-01 -8.75262238e-03 7.26408459e-03 -7.82796385e-05 9.13875501e-01 8.58899103e-01] main(): current acceptance fraction: 39.5996900826 MCMC took 85.029052 sec Running MCMC mcmc-default-064-015-605.pickle manylnprob(): lnp = [-28430.68961744 -28434.19739498 -28434.0152451 -28432.17171599 -28437.16700994 -28450.65460416 -28449.84448175 -28429.50407524 -28431.64408354 -28434.83978016 -28437.44577573 -28427.7183541 -28430.67617154 -28439.51477602 -28432.22742549 -28433.24662907 -28430.14228455 -28428.51616023 -28435.81193069 -28435.29557635 -28453.96061196 -28429.39234698 -28450.01236066 -28439.77064566 -28427.46365765 -28434.1699312 -28442.54628359 -28430.56390421 -28429.89710074 -28438.10170858 -28427.47059218 -28428.89412824 -28430.25102171 -28437.04810504 -28428.54828387 -28427.3051352 -28443.61921108 -28435.43576146 -28428.74996815 -28434.74652391 -28428.70700818 -28428.68236495 -28429.97701977 -28432.52585277 -28442.55551747 -28427.9512746 -28429.62957562 -28429.26102412 -28428.99354352 -28429.16071348 -28430.58475704 -28429.19792035 -28430.92967112 -28428.72495067 -28453.62008081 -28441.06191853 -28428.82476675 -28452.98262549 -28427.69881815 -28436.9757621 -28428.48516793 -28433.85795433 -28428.9882266 -28428.93454528] manylnprob(): p[0] = [ 1.33098438e+00 2.21092764e+00 9.40567829e-01 -8.77669347e-03 7.25532412e-03 -1.05076357e-04 9.11514778e-01 8.61927142e-01] main(): current acceptance fraction: 39.5988036304 MCMC took 84.775904 sec Running MCMC mcmc-default-064-015-606.pickle manylnprob(): lnp = [-28430.77191518 -28428.51099179 -28432.62041247 -28432.84897595 -28428.73791388 -28431.27062021 -28475.47429599 -28429.63903166 -28429.8619538 -28431.66925099 -28429.09036613 -28427.29501307 -28437.80770838 -28468.79551485 -28434.39560975 -28443.39181233 -28441.42379081 -28438.00408016 -28431.57190157 -28430.97468099 -28443.76053872 -28436.2608731 -28429.24205126 -28428.68151443 -28427.72823503 -28454.34737186 -28435.05160967 -28445.85594802 -28432.70272732 -28431.33180492 -28443.3580661 -28428.63004563 -28434.52605343 -28430.63438183 -28429.33488946 -28430.84991633 -28430.48903059 -28435.04507965 -28456.86685435 -28435.1448695 -28428.82554239 -28429.18378535 -28431.10597961 -28434.02210956 -28446.57274402 -28429.3140702 -28429.6316314 -28437.65865272 -28427.31087286 -28431.95485502 -28428.88495912 -28432.40538006 -28434.21185213 -28427.82980211 -28438.33491581 -28430.71715601 -28428.54127091 -28445.93064663 -28427.59045555 -28430.91236599 -28428.43030898 -28431.3779854 -28428.01829383 -28434.88816987] manylnprob(): p[0] = [ 1.33057483e+00 2.21011929e+00 9.40054688e-01 -8.78296313e-03 7.24996322e-03 -1.09959086e-04 9.11536247e-01 8.62066720e-01] main(): current acceptance fraction: 39.5979200988 MCMC took 85.361502 sec Running MCMC mcmc-default-064-015-607.pickle manylnprob(): lnp = [-28432.2285967 -28437.84082138 -28429.38293238 -28430.68806525 -28428.3651145 -28441.96158787 -28450.50460985 -28434.90390461 -28428.16915515 -28428.85833654 -28428.50182111 -28435.84337263 -28429.38997855 -28445.14321063 -28429.40987599 -28427.88897993 -28428.29858753 -28437.48542253 -28429.26451751 -28438.96386632 -28430.69730625 -28429.45812552 -28430.64407312 -28428.26430484 -28427.25547067 -28454.64798523 -28452.29658553 -28430.2964952 -28429.38978508 -28428.40990693 -28451.6449639 -28431.26268565 -28437.96801042 -28430.9796695 -28436.91788714 -28434.17804198 -28429.94449101 -28433.12640081 -28436.93183639 -28428.12642819 -28440.25407583 -28439.2746079 -28430.33885217 -28430.77853333 -28437.34304967 -28430.22350622 -28448.76107931 -28429.95667163 -28429.97812826 -28428.51388937 -28429.44907863 -28430.41758811 -28432.14130881 -28433.35045127 -28430.85228358 -28434.56752947 -28442.81280278 -28435.4125728 -28428.94234094 -28428.74631449 -28438.26526211 -28465.51193395 -28435.62934133 -28434.6904118 ] manylnprob(): p[0] = [ 1.32867574e+00 2.20640800e+00 9.37859639e-01 -8.82271639e-03 7.22564061e-03 -1.34010667e-04 9.09572364e-01 8.55881918e-01] main(): current acceptance fraction: 39.5893297697 MCMC took 85.509441 sec Running MCMC mcmc-default-064-015-608.pickle manylnprob(): lnp = [-28440.06567634 -28431.21475626 -28428.14183683 -28431.669751 -28427.49638186 -28457.40433948 -28433.09366371 -28432.21644146 -28432.27641394 -28429.57861394 -28434.69988394 -28434.04976641 -28429.00590071 -28460.99810651 -28428.34618624 -28437.35710445 -28429.22541391 -28437.26749925 -28442.06128203 -28428.07870663 -28446.24881606 -28429.90732378 -28428.8315546 -28429.72039927 -28428.62277713 -28433.87870674 -28440.7951242 -28430.31041299 -28445.50349887 -28428.71979006 -28435.62243528 -28430.06815815 -28434.10022214 -28441.34850709 -28444.92057007 -28430.89934127 -28429.71859779 -28429.58094648 -28429.6129304 -28430.80498385 -28429.0059646 -28430.17323829 -28433.61033038 -28446.27655658 -28429.12847802 -28436.66044066 -28429.93755056 -28429.02073386 -28427.97312119 -28441.5865261 -28429.45368744 -28434.96879831 -28429.81064571 -28428.79942293 -28428.59824435 -28431.17449067 -28429.0987202 -28430.17062037 -28427.41983797 -28434.38941088 -28428.71788076 -28446.95543165 -28428.67756818 -28435.94371433] manylnprob(): p[0] = [ 1.32707658e+00 2.20341227e+00 9.35991346e-01 -8.87411539e-03 7.15680505e-03 -1.78461881e-04 9.07093298e-01 8.54648204e-01] main(): current acceptance fraction: 39.6012931034 MCMC took 85.044571 sec Running MCMC mcmc-default-064-015-609.pickle manylnprob(): lnp = [-28440.45432978 -28431.34573146 -28427.79899145 -28429.44173802 -28439.53704727 -28438.82106724 -28430.30433034 -28467.51525012 -28430.03804627 -28428.22860064 -28429.46940748 -28429.05748691 -28428.34977294 -28433.34697666 -28433.22436882 -28437.70052712 -28429.76057394 -28446.52793786 -28427.73157678 -28430.13757951 -28453.93372659 -28435.8425141 -28428.05868183 -28429.25174274 -28427.51194013 -28451.4365678 -28441.7991942 -28446.98229281 -28429.39339597 -28430.92540693 -28447.97684976 -28430.13158622 -28430.32792276 -28436.19059146 -28430.37309531 -28430.12151408 -28429.91221857 -28431.81899849 -28431.8427877 -28430.94276254 -28433.88228643 -28450.00367132 -28432.09003207 -28427.90793808 -28430.6152983 -28429.97518177 -28429.19373315 -28429.60168707 -28434.28759647 -28434.14054682 -28436.6168901 -28430.80066864 -28436.9216289 -28431.36321149 -28441.18862189 -28435.77740288 -28437.48428776 -28429.58516237 -28427.93762513 -28431.1729677 -28428.13799994 -28430.48629262 -28428.36068877 -28427.71399966] manylnprob(): p[0] = [ 1.33880989e+00 2.22768554e+00 9.51873020e-01 -8.80591781e-03 7.11351538e-03 -1.81282606e-04 9.03444255e-01 8.68033143e-01] main(): current acceptance fraction: 39.5927254098 MCMC took 85.066949 sec Plotting trajectory traj-default-064-015-610.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-610.png Running MCMC mcmc-default-064-015-610.pickle manylnprob(): lnp = [-28430.22497574 -28442.33420975 -28429.1655331 -28429.26927212 -28428.44085864 -28430.69714264 -28429.99320748 -28440.80881519 -28431.90926909 -28431.55387019 -28432.20896141 -28430.2052252 -28428.19194685 -28430.62329112 -28429.11064956 -28433.3002091 -28431.72444622 -28429.13242358 -28427.60192088 -28450.25515891 -28428.80760937 -28433.27929537 -28428.97470866 -28430.95989304 -28433.3304482 -28430.57343078 -28459.42559452 -28443.75894396 -28428.48371854 -28438.51054215 -28453.45287404 -28434.908129 -28432.98616328 -28444.97666973 -28428.78494535 -28429.95649503 -28429.91702314 -28433.76624537 -28442.46044172 -28441.88727236 -28434.7261891 -28431.26031191 -28443.22192463 -28433.5545283 -28430.53670997 -28429.84447828 -28429.48588482 -28427.8667949 -28429.36951208 -28429.25533326 -28438.03490543 -28428.68490795 -28432.2415896 -28429.37935458 -28428.08493859 -28429.45127196 -28429.3548887 -28463.24489868 -28428.84324166 -28431.62625271 -28450.78132891 -28448.81107927 -28434.77573493 -28427.72121225] manylnprob(): p[0] = [ 1.32915457e+00 2.20751993e+00 9.38500504e-01 -8.83079754e-03 7.20495644e-03 -1.37351164e-04 9.11841853e-01 8.56220136e-01] main(): current acceptance fraction: 39.584185761 MCMC took 85.551521 sec Running MCMC mcmc-default-064-015-611.pickle manylnprob(): lnp = [-28445.6024695 -28430.90022345 -28429.10406928 -28429.80751302 -28432.40759779 -28443.9139196 -28438.24657962 -28456.41757142 -28430.65717439 -28434.99162408 -28429.06793118 -28430.21533634 -28450.2084177 -28431.15812623 -28429.02802285 -28436.24083744 -28430.34691553 -28428.56077918 -28428.94064221 -28432.79446193 -28429.46890659 -28442.01285082 -28429.09314389 -28436.12915399 -28437.25673976 -28451.60302194 -28435.64495574 -28427.94617984 -28431.88723157 -28430.82047549 -28441.98756214 -28431.55727851 -28448.19396924 -28446.71226288 -28435.44956561 -28428.42527708 -28430.03604133 -28433.164817 -28429.5275076 -28429.17631209 -28432.8804387 -28450.06141987 -28433.60416129 -28429.28116502 -28428.35274156 -28429.35571589 -28446.48990967 -28434.20243046 -28429.16922391 -28438.5161316 -28429.41348277 -28430.76144214 -28427.690721 -28457.68903716 -28430.26443961 -28428.45268766 -28428.41507105 -28445.53088276 -28427.82990913 -28434.22978826 -28429.11881289 -28427.88033391 -28430.8921234 -28429.52879355] manylnprob(): p[0] = [ 1.32465831e+00 2.19869997e+00 9.33163043e-01 -8.89070287e-03 7.18802080e-03 -1.75247419e-04 9.08748022e-01 8.66457533e-01] main(): current acceptance fraction: 39.6114174837 MCMC took 86.373003 sec Running MCMC mcmc-default-064-015-612.pickle manylnprob(): lnp = [-28428.58692375 -28429.95476393 -28429.12793813 -28443.61384679 -28431.99130507 -28455.02305394 -28448.0250017 -28429.64290954 -28430.68070951 -28440.87719221 -28434.76739337 -28442.62945613 -28433.41868361 -28437.92495313 -28429.17602852 -28436.48187632 -28430.52109179 -28437.80157628 -28452.8005542 -28432.71646235 -28430.74368456 -28450.93969558 -28430.8501715 -28428.80889512 -28432.63944202 -28452.14122938 -28447.40822411 -28428.59085571 -28429.9698355 -28428.78486211 -28436.98063796 -28433.04816402 -28429.86754824 -28428.87688273 -28428.8811045 -28427.40456512 -28447.00688176 -28433.68328663 -28456.34258236 -28435.13252829 -28463.49888541 -28437.56169661 -28431.80541679 -28429.08783572 -28432.45604332 -28429.46410092 -28441.39041075 -28432.74353062 -28429.59078765 -28428.99119004 -28431.73598183 -28432.69461855 -28434.39109205 -28430.14339441 -28441.28130526 -28439.02438738 -28427.94316583 -28436.99254984 -28427.45615574 -28433.92181026 -28447.10079847 -28427.90772501 -28445.04931584 -28428.34547809] manylnprob(): p[0] = [ 1.33163183e+00 2.21250843e+00 9.41597736e-01 -8.81329073e-03 7.20605101e-03 -1.20450760e-04 9.10154090e-01 8.62386859e-01] main(): current acceptance fraction: 39.6054241436 MCMC took 85.039114 sec Running MCMC mcmc-default-064-015-613.pickle manylnprob(): lnp = [-28429.24253347 -28448.57860778 -28438.46702156 -28436.10856264 -28429.79668711 -28429.5401173 -28429.3707261 -28435.28682441 -28438.65397457 -28434.5315394 -28428.38324281 -28429.65125383 -28439.12609183 -28427.42086585 -28428.68388385 -28431.96652285 -28448.46750772 -28430.30291041 -28448.6462286 -28432.00595467 -28445.16510321 -28429.35739202 -28453.61482225 -28433.7085409 -28463.60112176 -28429.21872109 -28443.20738067 -28431.43578869 -28433.59311482 -28429.03654052 -28436.77897194 -28428.83434486 -28428.68706469 -28430.34137854 -28442.67705773 -28429.51249967 -28431.50496735 -28436.8936892 -28444.28420702 -28429.83061405 -28427.74867559 -28443.55086543 -28431.74861934 -28429.11264786 -28436.7581731 -28433.68766659 -28429.46355004 -28430.28523735 -28427.65893848 -28429.45635055 -28430.1722711 -28431.00281936 -28428.44336123 -28445.54528636 -28429.72230035 -28428.80037234 -28443.84271295 -28429.79504146 -28428.36414458 -28459.75160623 -28428.58838946 -28434.66754716 -28475.99965891 -28429.69292953] manylnprob(): p[0] = [ 1.33140119e+00 2.21211256e+00 9.41368252e-01 -8.82224583e-03 7.18967186e-03 -1.31492162e-04 9.09008846e-01 8.65002091e-01] main(): current acceptance fraction: 39.6096294788 MCMC took 84.837087 sec Running MCMC mcmc-default-064-015-614.pickle manylnprob(): lnp = [-28443.4330062 -28434.84598192 -28427.98127358 -28429.7377877 -28435.13210765 -28442.6641991 -28431.32934856 -28430.33527113 -28434.59198423 -28435.12019052 -28429.89466542 -28429.28789732 -28429.89064524 -28428.07337522 -28428.47008699 -28449.79689034 -28448.07705697 -28428.85563597 -28428.68074074 -28429.57684741 -28431.74349478 -28428.48194554 -28429.39542869 -28430.04546899 -28430.86739743 -28444.57670493 -28431.70143339 -28430.36609725 -28437.94755657 -28427.55450635 -28429.70949953 -28429.61596204 -28429.59817172 -28430.12450301 -28428.47030133 -28428.84435391 -28445.21140932 -28437.01352132 -28450.40655961 -28428.24281587 -28429.15180128 -28432.2565598 -28429.12254525 -28427.66012425 -28432.59524897 -28429.2512658 -28435.23529427 -28440.86015557 -28428.06781722 -28441.01961441 -28430.09054376 -28435.70176975 -28431.05282802 -28428.85541852 -28428.3511352 -28434.45149135 -28428.33393377 -28428.29965961 -28428.7357009 -28429.2481548 -28427.26403953 -28428.07371216 -28428.45751598 -28431.92596833] manylnprob(): p[0] = [ 1.33036266e+00 2.21012791e+00 9.40246780e-01 -8.89882239e-03 7.01992420e-03 -2.36433082e-04 8.94092936e-01 8.68711996e-01] main(): current acceptance fraction: 39.6163617886 MCMC took 85.547814 sec Running MCMC mcmc-default-064-015-615.pickle manylnprob(): lnp = [-28432.64611879 -28428.86777438 -28427.52817566 -28443.49103766 -28440.15181462 -28433.8246734 -28432.68765483 -28428.3093498 -28430.89014615 -28512.56377243 -28428.69301433 -28429.46228058 -28433.2890116 -28438.50521786 -28428.51236909 -28427.87423315 -28430.95100712 -28430.26399708 -28457.62487335 -28428.83778876 -28431.93527391 -28431.41728244 -28435.69391192 -28439.14211841 -28440.10189715 -28429.74593229 -28441.05904968 -28430.11597961 -28447.00017688 -28433.04065819 -28431.13062897 -28432.29245038 -28428.64812433 -28429.64731787 -28431.31011102 -28433.59739151 -28438.23451398 -28445.19853402 -28433.24469536 -28428.97263866 -28428.69983201 -28438.51857295 -28429.83348725 -28427.87005522 -28437.17651049 -28432.23848742 -28436.34742413 -28430.08624466 -28428.55791485 -28428.51169671 -28434.08157227 -28435.21179286 -28430.07940935 -28428.21746473 -28428.2615606 -28428.80514047 -28429.37408067 -28449.51091689 -28429.4818477 -28432.71717454 -28428.24353763 -28428.78775426 -28438.6671361 -28429.16951527] manylnprob(): p[0] = [ 1.32824440e+00 2.20575993e+00 9.37392878e-01 -8.85380264e-03 7.18232291e-03 -1.46405134e-04 9.02979926e-01 8.77808725e-01] main(): current acceptance fraction: 39.6281452922 MCMC took 86.127347 sec Running MCMC mcmc-default-064-015-616.pickle manylnprob(): lnp = [-28449.06979384 -28434.9067883 -28429.23981385 -28431.3633745 -28439.40290298 -28428.29028084 -28438.88720985 -28428.52461815 -28430.25732432 -28442.20325068 -28436.91686559 -28434.40701698 -28458.83683191 -28428.30749975 -28434.93481803 -28428.12920682 -28429.23497945 -28430.35263901 -28429.11988344 -28441.02854873 -28434.30138774 -28428.08152391 -28428.68630536 -28428.78499429 -28429.96916332 -28429.32897053 -28430.88844437 -28430.64520569 -28429.57706841 -28428.86396472 -28470.41100887 -28429.71301892 -28432.71864954 -28445.33894588 -28429.86770406 -28429.96157951 -28447.74893417 -28440.82044068 -28429.99469933 -28428.0953003 -28428.08083461 -28429.13734023 -28430.13874669 -28428.4541845 -28429.65523675 -28430.10362826 -28430.57903608 -28436.08775668 -28430.3246254 -28430.88187296 -28436.82587737 -28428.51870856 -28428.57220064 -28428.5908347 -28428.16754642 -28438.29879559 -28430.67915925 -28430.22691534 -28428.61264916 -28430.39939978 -28428.41710414 -28429.87868027 -28429.34774653 -28429.01299927] manylnprob(): p[0] = [ 1.32417601e+00 2.19806999e+00 9.33030094e-01 -8.92191874e-03 7.16143023e-03 -1.77677136e-04 9.06821814e-01 8.72111663e-01] main(): current acceptance fraction: 39.6424230146 MCMC took 85.415003 sec Running MCMC mcmc-default-064-015-617.pickle manylnprob(): lnp = [-28429.24190703 -28436.28380122 -28433.20013793 -28429.28134373 -28444.89536679 -28451.18229491 -28433.979746 -28429.66603346 -28444.40114612 -28439.00722929 -28428.12034231 -28429.93769279 -28432.11749159 -28427.48738374 -28432.92970561 -28432.67511209 -28457.52740449 -28438.32183094 -28429.77888913 -28435.22130193 -28460.3876189 -28440.45129281 -28428.06366289 -28435.94724458 -28430.98113212 -28431.51427475 -28442.54116368 -28436.63730786 -28436.30922192 -28432.50638964 -28430.15658461 -28429.39208156 -28432.33383525 -28431.13156383 -28444.95176429 -28428.10693318 -28429.74918888 -28430.12789878 -28453.78048058 -28429.23357419 -28438.76443266 -28430.2133776 -28442.10091489 -28429.30643501 -28428.96485784 -28430.48663066 -28430.83141134 -28428.77813939 -28429.22806559 -28429.52695575 -28449.69305001 -28431.12495033 -28428.49609279 -28440.59793201 -28428.52988143 -28428.5058988 -28445.78970239 -28445.93438997 -28445.97375517 -28429.16153919 -28441.84686768 -28435.52345511 -28432.32005035 -28428.71257662] manylnprob(): p[0] = [ 1.33140239e+00 2.21211501e+00 9.41369775e-01 -8.82223568e-03 7.18967607e-03 -1.31483983e-04 9.09012861e-01 8.65002970e-01] main(): current acceptance fraction: 39.6263147249 MCMC took 84.862183 sec Running MCMC mcmc-default-064-015-618.pickle manylnprob(): lnp = [-28453.81923729 -28429.57555635 -28428.6629429 -28427.9159056 -28431.06364584 -28429.64887596 -28430.26428489 -28429.1062449 -28430.33717364 -28430.88500376 -28427.61603546 -28430.93541106 -28429.3851515 -28427.76022715 -28428.53848855 -28433.76529314 -28429.60096013 -28439.36364546 -28428.95940746 -28431.31826847 -28453.94393985 -28428.83530548 -28435.99154321 -28435.57275739 -28444.96842787 -28429.74634324 -28440.35242597 -28428.96837417 -28429.87327225 -28431.29814018 -28428.00057785 -28442.8207572 -28429.97002762 -28437.37151136 -28440.83030623 -28429.99651042 -28433.63278582 -28433.9624694 -28454.44092102 -28427.67101637 -28427.91877173 -28439.08337686 -28429.93257017 -28430.09847132 -28430.60374652 -28454.16691064 -28441.66881322 -28429.41511519 -28440.57687392 -28443.38994914 -28436.7879343 -28428.064959 -28433.55831297 -28430.28659203 -28428.08778242 -28429.5795348 -28451.9021261 -28436.77783237 -28428.47808026 -28431.03073864 -28428.66233869 -28433.78808245 -28436.58908302 -28449.5641601 ] manylnprob(): p[0] = [ 1.32608494e+00 2.20022196e+00 9.33947971e-01 -8.89995105e-03 7.14315437e-03 -1.87769643e-04 9.00493791e-01 8.87149210e-01] main(): current acceptance fraction: 39.6279281099 MCMC took 85.582612 sec Running MCMC mcmc-default-064-015-619.pickle manylnprob(): lnp = [-28429.14336491 -28431.00179176 -28449.10195546 -28427.97405533 -28436.88435646 -28428.90782883 -28431.1575091 -28429.68635507 -28443.97870874 -28428.93794394 -28439.36084368 -28430.1206727 -28430.82456455 -28430.62665976 -28427.19405366 -28427.76628311 -28442.56883738 -28439.00726121 -28427.85183303 -28428.75645217 -28430.57622382 -28427.99062701 -28428.31940021 -28445.34195905 -28436.02083631 -28430.66877497 -28438.27514238 -28429.18493332 -28446.40757172 -28439.21718226 -28427.77378849 -28428.38191465 -28430.44784382 -28429.00529225 -28460.69451415 -28429.91097997 -28447.0856464 -28428.56245768 -28429.25602713 -28429.5756055 -28428.22923577 -28432.360882 -28441.84368819 -28453.80337323 -28434.1000696 -28431.59685777 -28430.80042724 -28431.69909148 -28430.5644994 -28428.16473958 -28449.3783206 -28430.75170018 -28429.21949395 -28430.77941852 -28429.98881585 -28427.71281851 -28428.73898837 -28432.37776066 -28428.59763838 -28432.46106626 -28427.46432372 -28430.59259261 -28432.76193186 -28439.83437644] manylnprob(): p[0] = [ 1.33137332e+00 2.21205371e+00 9.41334484e-01 -8.82320829e-03 7.18835990e-03 -1.32447571e-04 9.08943672e-01 8.64958083e-01] main(): current acceptance fraction: 39.6446572581 MCMC took 85.675475 sec Plotting trajectory traj-default-064-015-620.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-620.png Running MCMC mcmc-default-064-015-620.pickle manylnprob(): lnp = [-28429.59962005 -28442.97208272 -28428.52064112 -28431.52732045 -28434.49882028 -28429.48185966 -28429.55797067 -28429.16020451 -28428.33337276 -28451.32328044 -28431.19324094 -28439.16123827 -28430.50662831 -28429.89352683 -28428.14527406 -28428.07280765 -28428.69630608 -28438.46695095 -28428.69653931 -28432.26765103 -28435.50584918 -28427.42995795 -28437.4017015 -28437.35245356 -28432.54334601 -28429.97806539 -28430.88704834 -28428.58004288 -28428.49168322 -28428.38228861 -28431.02722917 -28429.60071159 -28435.54144488 -28435.30657586 -28428.28997461 -28428.60679996 -28429.1095022 -28428.8633501 -28432.93156207 -28429.49769845 -28428.13090095 -28436.87594479 -28437.43522649 -28430.33463213 -28439.29003428 -28431.05230928 -28437.54025647 -28450.51188295 -28428.81960194 -28432.09397135 -28431.84374578 -28429.07299812 -28429.78770806 -28446.52691485 -28439.47636701 -28428.17981855 -28432.13750468 -28440.17841074 -28428.44059877 -28430.08879992 -28428.13953574 -28429.6262584 -28442.55549062 -28428.9619468 ] manylnprob(): p[0] = [ 1.33113415e+00 2.21156269e+00 9.41009539e-01 -8.82634748e-03 7.18563961e-03 -1.34855504e-04 9.08779878e-01 8.65963744e-01] main(): current acceptance fraction: 39.6437198068 MCMC took 85.324362 sec Running MCMC mcmc-default-064-015-621.pickle manylnprob(): lnp = [-28437.00490408 -28438.67204184 -28429.23775304 -28441.28309483 -28434.91420073 -28429.93370069 -28430.118227 -28428.0379526 -28448.10773396 -28436.09101888 -28438.81130836 -28430.82551241 -28428.54705314 -28443.72164432 -28429.68020479 -28428.22049606 -28432.08243438 -28428.86384703 -28429.45789913 -28429.91398794 -28429.47174865 -28432.04883851 -28428.2916309 -28436.58547437 -28429.98241846 -28447.48498303 -28428.90809203 -28428.59953616 -28427.94028969 -28437.96911061 -28436.18757644 -28440.74490494 -28441.28816791 -28429.11093362 -28430.78939922 -28435.58409815 -28432.44961023 -28428.60297406 -28429.320449 -28431.16118127 -28436.80737344 -28441.74732993 -28430.1958312 -28429.93574531 -28429.000869 -28432.35305577 -28430.6584033 -28433.99106291 -28435.83948065 -28427.5284905 -28430.73034327 -28428.86196368 -28427.54640599 -28429.03973827 -28428.829031 -28428.89941993 -28431.19145996 -28430.84335989 -28438.90259859 -28429.43811482 -28433.43797246 -28436.40961272 -28481.65560736 -28430.27759741] manylnprob(): p[0] = [ 1.32458129e+00 2.19824525e+00 9.32663217e-01 -8.88928821e-03 7.17665489e-03 -1.65042435e-04 8.96755018e-01 8.88593982e-01] main(): current acceptance fraction: 39.6478094855 MCMC took 85.458782 sec Running MCMC mcmc-default-064-015-622.pickle manylnprob(): lnp = [-28443.79170554 -28430.11701011 -28445.59743852 -28441.54360141 -28438.69640493 -28438.91146843 -28451.17616626 -28430.08117992 -28437.1983807 -28429.40035657 -28434.66845833 -28428.06111246 -28430.64521844 -28428.16055254 -28441.85444325 -28433.36966065 -28427.70594012 -28428.53189172 -28438.07168861 -28428.29689056 -28440.9356527 -28428.82552278 -28428.15028408 -28438.84636885 -28428.22089495 -28442.86987518 -28429.01982074 -28428.55354375 -28428.34835912 -28431.42399919 -28449.08467634 -28438.84872496 -28432.40197015 -28433.62947671 -28429.66867673 -28427.58958663 -28431.63528456 -28428.73023554 -28444.9429411 -28429.35315145 -28427.97357266 -28448.67867645 -28429.04424014 -28431.56899975 -28430.00325742 -28445.24353449 -28455.14278205 -28448.6886918 -28443.50333963 -28430.63293668 -28429.90150853 -28428.93446182 -28432.44218189 -28430.68417218 -28430.18753885 -28430.01939887 -28429.33703204 -28437.83632211 -28440.94034935 -28429.1213159 -28427.59474203 -28435.34674758 -28432.32998632 -28428.84169344] manylnprob(): p[0] = [ 1.33075625e+00 2.21037313e+00 9.39905090e-01 -8.87448554e-03 7.07986956e-03 -2.19896071e-04 8.96956689e-01 8.87729679e-01] main(): current acceptance fraction: 39.6418539326 MCMC took 84.679165 sec Running MCMC mcmc-default-064-015-623.pickle manylnprob(): lnp = [-28427.82037703 -28461.33611591 -28428.54609882 -28440.81436958 -28429.78939885 -28428.26330377 -28451.71941454 -28427.96811437 -28428.72522408 -28433.26708726 -28435.84711134 -28449.41217294 -28429.11142854 -28427.69430722 -28429.32399687 -28443.68189931 -28427.84469585 -28428.962143 -28429.29535097 -28436.28447055 -28443.55251708 -28428.8194639 -28428.48826983 -28430.36099974 -28428.15132598 -28428.59045738 -28429.26874961 -28439.7215137 -28428.21932658 -28428.29410869 -28436.63264901 -28430.94835185 -28437.47543992 -28428.80506345 -28429.10132338 -28429.481294 -28433.82167282 -28428.59810274 -28428.67233721 -28432.80566312 -28433.29583686 -28451.9523687 -28430.22851 -28430.06005533 -28439.30340645 -28482.70500438 -28431.29639357 -28432.41170961 -28429.43805653 -28428.26786669 -28430.6127702 -28429.79847802 -28431.48733506 -28436.70183808 -28439.78955069 -28432.81521015 -28432.53510962 -28430.17457039 -28432.76353308 -28429.7863866 -28427.28112861 -28440.95921521 -28432.26624328 -28428.90961361] manylnprob(): p[0] = [ 1.33177412e+00 2.21270942e+00 9.41699706e-01 -8.80578122e-03 7.21998757e-03 -1.11050004e-04 9.11168249e-01 8.59576831e-01] main(): current acceptance fraction: 39.6459334936 MCMC took 85.288511 sec Running MCMC mcmc-default-064-015-624.pickle manylnprob(): lnp = [-28427.58101499 -28447.23068565 -28427.67111213 -28447.16887014 -28436.06064346 -28429.98285048 -28431.58287496 -28429.09056998 -28429.47529952 -28433.04050934 -28431.45721559 -28430.90792463 -28444.28970893 -28429.73927202 -28430.25907431 -28435.18279848 -28439.85920032 -28427.74736147 -28432.04784116 -28427.85993321 -28430.03719473 -28430.12991171 -28427.61603166 -28429.41279353 -28427.85773901 -28428.36773471 -28428.07709252 -28428.42113543 -28428.03231686 -28428.20430191 -28436.05471645 -28448.98855377 -28432.43121453 -28435.03360935 -28441.27252238 -28428.95352943 -28431.47739101 -28428.4892431 -28430.04992698 -28430.03243807 -28429.56265836 -28431.93946184 -28429.48721956 -28428.92526879 -28428.36202916 -28432.51369091 -28431.09683857 -28473.58929863 -28428.14974092 -28448.93910752 -28429.76985488 -28433.31335279 -28429.39394566 -28427.17179097 -28443.65218554 -28435.5807033 -28433.32299879 -28430.27801095 -28428.18782091 -28429.55735656 -28427.79617409 -28435.84304934 -28432.64000073 -28428.82217488] manylnprob(): p[0] = [ 1.33279237e+00 2.21493336e+00 9.43229765e-01 -8.79208816e-03 7.23206349e-03 -8.28284988e-05 9.18721378e-01 8.46874039e-01] main(): current acceptance fraction: 39.655 MCMC took 85.566222 sec Running MCMC mcmc-default-064-015-625.pickle manylnprob(): lnp = [-28437.52629582 -28430.3779989 -28429.9500619 -28430.75550427 -28429.16981082 -28429.48354984 -28443.69442105 -28428.27375152 -28430.59736218 -28438.16692743 -28436.08946146 -28453.20578493 -28429.07296677 -28446.86017233 -28428.42706706 -28428.58552948 -28448.01584792 -28447.61308097 -28454.22173467 -28440.18965431 -28431.44781425 -28429.94648368 -28427.39626671 -28428.33642149 -28428.18488508 -28432.74097506 -28429.1656487 -28428.72521113 -28428.14492072 -28430.1763072 -28429.60945342 -28434.47564819 -28441.40636412 -28433.43171027 -28429.44200411 -28434.41302316 -28437.45845192 -28428.5404031 -28430.18946308 -28430.38442487 -28429.45145736 -28447.02182596 -28431.06525217 -28434.05370237 -28442.14849859 -28443.52167519 -28430.82837583 -28429.39213888 -28432.3191458 -28430.67318429 -28429.14574174 -28429.8806102 -28429.37406367 -28429.13403184 -28429.25201447 -28439.34688639 -28432.96261245 -28435.48426728 -28428.50828308 -28429.60754311 -28433.3265426 -28441.04886758 -28431.81804602 -28450.5965542 ] manylnprob(): p[0] = [ 1.32300285e+00 2.19547822e+00 9.31335759e-01 -8.91941975e-03 7.20404223e-03 -1.56245698e-04 9.09847154e-01 8.60561290e-01] main(): current acceptance fraction: 39.6465654952 MCMC took 84.566692 sec Running MCMC mcmc-default-064-015-626.pickle manylnprob(): lnp = [-28427.8224474 -28427.81508843 -28452.42263954 -28430.25357387 -28429.2409543 -28428.17785153 -28446.86717095 -28428.51188539 -28431.29851254 -28440.73745911 -28431.31956783 -28429.33763966 -28430.91769226 -28432.52003378 -28432.0800988 -28427.22363188 -28428.33321815 -28449.24527826 -28437.09622629 -28428.08827955 -28429.90699597 -28431.81486748 -28427.58539672 -28432.02742737 -28428.28002781 -28446.38367464 -28430.08063926 -28432.74145494 -28427.71082428 -28429.66190235 -28456.66191847 -28453.57460716 -28430.25960272 -28433.33122723 -28430.64634074 -28432.32807112 -28429.24609512 -28428.31646814 -28430.13562389 -28470.38741616 -28426.96226254 -28446.13389973 -28433.8941373 -28429.75730327 -28440.39674835 -28430.87968587 -28439.27960562 -28432.23652411 -28428.98357687 -28436.95923239 -28444.04210846 -28430.56052135 -28434.69845342 -28432.2999422 -28447.50674453 -28444.0718381 -28457.97984613 -28429.22155132 -28428.36443585 -28428.87198228 -28447.33733331 -28432.65446396 -28451.80189537 -28430.04017843] manylnprob(): p[0] = [ 1.33219671e+00 2.21358295e+00 9.42265821e-01 -8.80610301e-03 7.21793536e-03 -1.08357308e-04 9.12199482e-01 8.60599157e-01] main(): current acceptance fraction: 39.6406499203 MCMC took 86.206211 sec Running MCMC mcmc-default-064-015-627.pickle manylnprob(): lnp = [-28436.19228072 -28430.42274941 -28429.92385989 -28438.70096651 -28437.02443909 -28439.21154819 -28435.44380237 -28437.941186 -28430.90281508 -28464.77320218 -28449.72684582 -28429.1155483 -28429.03504562 -28428.79063784 -28434.18501553 -28428.19375018 -28447.29450738 -28444.41433335 -28432.7898483 -28430.19366267 -28430.39011003 -28435.81155941 -28441.0164125 -28429.19924653 -28428.478407 -28429.79374876 -28430.14771208 -28454.52883836 -28435.14054144 -28429.44584189 -28451.62512458 -28433.51978912 -28431.11025256 -28427.90625842 -28430.43393954 -28429.07314696 -28430.63399482 -28428.35610203 -28431.18273759 -28429.30454906 -28437.60631668 -28430.19281224 -28439.82507063 -28431.78039432 -28428.01892132 -28430.94072818 -28429.24193238 -28436.76687252 -28448.83997946 -28429.39309119 -28429.10913591 -28430.20886395 -28429.06769889 -28428.50603222 -28429.58447241 -28434.42293057 -28432.90892696 -28430.32468391 -28437.68144444 -28447.83703934 -28443.33938742 -28428.34353734 -28451.97136328 -28428.74140214] manylnprob(): p[0] = [ 1.33164952e+00 2.21212753e+00 9.41403057e-01 -8.85658879e-03 7.15360093e-03 -1.52840649e-04 9.07265857e-01 8.70391116e-01] main(): current acceptance fraction: 39.6422173567 MCMC took 85.71465 sec Running MCMC mcmc-default-064-015-628.pickle manylnprob(): lnp = [-28427.5560551 -28438.08483413 -28428.67253949 -28444.84122697 -28428.62881287 -28428.95316502 -28430.81721387 -28438.74858403 -28429.14331278 -28444.26287275 -28440.94391132 -28430.40892482 -28429.00894407 -28443.09899839 -28429.23751813 -28435.59300411 -28427.63627256 -28442.15049622 -28432.29405875 -28439.09612996 -28429.71455088 -28429.57040665 -28431.06357367 -28427.91640166 -28428.01626396 -28448.6947673 -28431.69843034 -28457.54834643 -28428.48715171 -28429.734739 -28430.54690102 -28427.75695424 -28433.22822388 -28428.6596385 -28447.68950944 -28428.93015816 -28446.78091206 -28428.44914224 -28430.76778562 -28429.00040595 -28440.6311396 -28429.98437338 -28448.05040958 -28431.13096963 -28445.1966697 -28430.12352413 -28438.48227574 -28429.51523871 -28429.2860216 -28429.41994766 -28429.28350185 -28435.86117738 -28432.38743546 -28428.79058285 -28431.24606162 -28438.50209133 -28429.98341169 -28431.19636092 -28438.03357088 -28431.3652863 -28436.01330025 -28427.76750771 -28464.35226421 -28442.42669564] manylnprob(): p[0] = [ 1.33255663e+00 2.21423838e+00 9.42659693e-01 -8.79021703e-03 7.23864964e-03 -9.60577961e-05 9.10747069e-01 8.60334798e-01] main(): current acceptance fraction: 39.6437798092 MCMC took 85.684015 sec Running MCMC mcmc-default-064-015-629.pickle manylnprob(): lnp = [-28443.22783757 -28456.3654675 -28427.91780384 -28431.48747279 -28433.2060046 -28436.00760335 -28430.23956819 -28447.7115582 -28429.52686437 -28435.30580848 -28450.27458709 -28432.3433409 -28427.86716328 -28448.43594882 -28428.65144606 -28427.64613683 -28431.98542224 -28439.93981375 -28465.86339689 -28440.06052914 -28435.57362592 -28432.05183717 -28453.57288188 -28440.36646195 -28427.4651615 -28450.62111782 -28431.92380631 -28449.84239918 -28432.0840482 -28432.43892039 -28429.9091992 -28427.63040461 -28434.1853631 -28433.82318881 -28431.30991915 -28428.45155261 -28431.2833673 -28427.99149271 -28430.77773389 -28432.20003537 -28430.69644208 -28437.37032032 -28434.26039662 -28428.90735359 -28435.58355733 -28429.79070235 -28436.94470925 -28440.50368943 -28428.82354274 -28429.5101106 -28455.93776044 -28430.70171474 -28429.75607389 -28448.23126717 -28428.42799971 -28430.88285939 -28430.0158979 -28428.34994906 -28436.70743652 -28429.77641439 -28428.39892745 -28427.56691094 -28432.16532364 -28428.87038682] manylnprob(): p[0] = [ 1.32902487e+00 2.20570030e+00 9.37346407e-01 -8.80919215e-03 7.30208305e-03 -8.04149084e-05 9.10044913e-01 8.97092431e-01] main(): current acceptance fraction: 39.6478174603 MCMC took 84.805646 sec Plotting trajectory traj-default-064-015-630.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-630.png Running MCMC mcmc-default-064-015-630.pickle manylnprob(): lnp = [-28430.9890737 -28452.63887976 -28428.58917347 -28431.61199398 -28429.3249733 -28437.5897113 -28435.81553432 -28427.53522277 -28431.58987611 -28433.66386119 -28430.02120083 -28428.90403141 -28432.76038336 -28429.03494036 -28427.52831856 -28433.28938853 -28449.11604388 -28428.90306709 -28431.76359393 -28432.95970113 -28456.61029062 -28452.20935323 -28447.9541012 -28429.67329172 -28428.25240632 -28432.30365969 -28439.56863137 -28443.33865649 -28428.13675515 -28429.72721207 -28431.84528084 -28427.2806145 -28453.79223749 -28427.62733402 -28430.20478333 -28429.17705994 -28446.61364366 -28429.72846057 -28449.3329853 -28432.18210556 -28430.38313625 -28432.95211324 -28437.88245143 -28443.53021832 -28429.45207643 -28438.58290555 -28428.50540657 -28428.73900139 -28429.61996444 -28428.67772697 -28429.51521166 -28429.05754598 -28429.64535228 -28438.76512091 -28429.75129658 -28431.92782188 -28427.81736595 -28433.38632911 -28432.8975001 -28430.84238337 -28427.0167639 -28427.89828689 -28428.00642212 -28435.82409855] manylnprob(): p[0] = [ 1.32911508e+00 2.20713167e+00 9.38026655e-01 -8.88725311e-03 7.11539708e-03 -1.72476665e-04 9.07440080e-01 8.47414443e-01] main(): current acceptance fraction: 39.6468898574 MCMC took 86.342934 sec Running MCMC mcmc-default-064-015-631.pickle manylnprob(): lnp = [-28437.30224843 -28464.05772846 -28427.85378076 -28429.30252422 -28430.0725298 -28436.0593318 -28441.20788316 -28455.53829776 -28429.42908307 -28445.95970217 -28431.03535043 -28429.31509126 -28431.34101949 -28434.16796108 -28431.22513888 -28427.69273468 -28464.66299855 -28438.95797826 -28447.74643042 -28448.49358757 -28429.80214028 -28430.6498083 -28429.08707593 -28428.6227488 -28431.33240661 -28446.55810482 -28468.48816444 -28434.38204806 -28429.39622116 -28430.61641457 -28441.70816552 -28429.38029605 -28430.05084351 -28427.9409342 -28431.25844222 -28428.86618434 -28446.77821681 -28430.3954561 -28432.96299826 -28441.91746537 -28457.78232318 -28432.07307009 -28434.42202849 -28430.94481386 -28429.85482716 -28430.65013741 -28438.11760211 -28428.49454125 -28428.73950435 -28435.15852239 -28435.6621829 -28440.10387078 -28428.45524036 -28427.19960394 -28430.01539988 -28431.52024283 -28443.07021049 -28448.29948133 -28432.43990483 -28453.04715486 -28428.09016925 -28436.35599892 -28435.70304201 -28430.45451899] manylnprob(): p[0] = [ 1.32811823e+00 2.20498760e+00 9.36534191e-01 -8.91918778e-03 7.06896355e-03 -2.05282343e-04 9.05195658e-01 8.46552265e-01] main(): current acceptance fraction: 39.6385482595 MCMC took 84.92995 sec Running MCMC mcmc-default-064-015-632.pickle manylnprob(): lnp = [-28435.8243366 -28436.11896934 -28427.78859467 -28437.56440724 -28428.73848283 -28430.00043949 -28434.54081212 -28437.22920245 -28428.6165751 -28431.03306454 -28439.10644142 -28434.67178927 -28428.11096384 -28438.40176579 -28427.74035675 -28427.93581129 -28430.76267773 -28437.17428314 -28499.27406682 -28430.74555322 -28429.72377282 -28429.92653613 -28430.77772705 -28428.7928456 -28447.13871124 -28431.42592994 -28435.30615046 -28436.63364974 -28431.47655447 -28431.61211527 -28438.96816145 -28427.89843514 -28430.65629802 -28428.41152398 -28440.65374357 -28428.39230637 -28443.57861111 -28445.51981593 -28442.12362906 -28433.14231432 -28442.54297571 -28431.11158513 -28442.25175245 -28452.07780291 -28437.89591391 -28428.60673905 -28435.16100827 -28428.76837579 -28444.5377112 -28428.01101651 -28429.44593793 -28432.41283478 -28429.2979047 -28428.87946441 -28430.01639292 -28431.00645489 -28430.03200563 -28432.53289651 -28428.50060017 -28432.05838474 -28434.56696544 -28431.35704402 -28428.51120157 -28448.03997953] manylnprob(): p[0] = [ 1.32834773e+00 2.20552977e+00 9.36963677e-01 -8.89825756e-03 7.11056882e-03 -1.77891624e-04 9.06287312e-01 8.45039349e-01] main(): current acceptance fraction: 39.6425750395 MCMC took 86.130965 sec Running MCMC mcmc-default-064-015-633.pickle manylnprob(): lnp = [-28430.58080962 -28461.38167067 -28427.63880655 -28430.51103555 -28428.20776638 -28429.53505838 -28435.49842635 -28428.4737327 -28430.24527468 -28435.92125638 -28431.52715594 -28433.49377579 -28428.5906895 -28428.99492849 -28433.24460129 -28428.27904379 -28435.29562792 -28439.34208613 -28432.23978097 -28430.10103182 -28429.18300855 -28431.36377384 -28446.37893715 -28428.85614011 -28431.62588722 -28452.67150921 -28454.2944496 -28431.38714378 -28429.62500941 -28436.2227845 -28431.18720821 -28431.1191516 -28430.75346755 -28428.98063362 -28431.35839482 -28430.42212821 -28430.47966515 -28429.39286985 -28445.71265126 -28441.86935819 -28428.12854041 -28436.1857237 -28441.74860879 -28434.51801398 -28428.3882629 -28430.84408616 -28429.55241257 -28430.5480625 -28432.80146874 -28435.12784842 -28431.58709739 -28440.42417674 -28430.04820298 -28428.1720689 -28429.37953373 -28435.43035208 -28433.4357042 -28431.31653586 -28428.32452577 -28433.30008178 -28428.41594853 -28431.20964718 -28442.84670915 -28445.18147335] manylnprob(): p[0] = [ 1.33121670e+00 2.21129463e+00 9.40665971e-01 -8.84438239e-03 7.15188879e-03 -1.48149126e-04 9.09195060e-01 8.49495959e-01] main(): current acceptance fraction: 39.6293375394 MCMC took 85.681987 sec Running MCMC mcmc-default-064-015-634.pickle manylnprob(): lnp = [-28431.72305294 -28469.53964031 -28438.05889802 -28441.91489464 -28428.46544799 -28432.66293754 -28428.73243002 -28427.00885544 -28429.80013886 -28451.55053154 -28436.87698494 -28429.55025202 -28439.51002945 -28442.01547414 -28442.11990501 -28438.94547399 -28438.24117365 -28429.41362633 -28442.94698866 -28430.89073977 -28433.72809057 -28429.66596917 -28429.35380241 -28428.06986487 -28439.94708771 -28449.74880116 -28431.00549675 -28455.61536738 -28430.83469394 -28430.75933795 -28430.86405037 -28443.47336121 -28428.72634192 -28428.98351194 -28433.00085515 -28429.72132968 -28429.15494302 -28438.74878591 -28429.72740816 -28432.01523927 -28430.86972909 -28450.9269619 -28441.68998865 -28429.25971808 -28429.97036473 -28432.89439571 -28433.73237581 -28428.07788679 -28452.61916005 -28428.02620812 -28433.24311235 -28437.69066673 -28429.12166766 -28428.1219922 -28431.68653021 -28430.29374164 -28433.66358491 -28445.11699714 -28430.05998832 -28437.47225493 -28428.7303849 -28433.09031686 -28444.64914599 -28434.25497065] manylnprob(): p[0] = [ 1.32882726e+00 2.20653083e+00 9.37627957e-01 -8.89138061e-03 7.11358612e-03 -1.74507686e-04 9.07007704e-01 8.46523602e-01] main(): current acceptance fraction: 39.6210629921 MCMC took 85.500352 sec Running MCMC mcmc-default-064-015-635.pickle manylnprob(): lnp = [-28428.90562356 -28431.46846734 -28444.57278492 -28443.8011201 -28428.09726159 -28432.45314157 -28431.16247055 -28447.74270215 -28427.88047605 -28481.3890374 -28440.21757549 -28434.47335094 -28428.49098163 -28447.57780058 -28453.01142306 -28432.58461094 -28441.95439303 -28429.50319497 -28431.60364296 -28435.09105495 -28432.48925174 -28436.50546163 -28455.88335377 -28430.22037807 -28430.22975115 -28432.68289967 -28432.26376009 -28428.91084484 -28434.86533452 -28430.05980479 -28430.84989453 -28430.79382162 -28428.7983857 -28445.54551351 -28454.5042503 -28432.88391189 -28429.17419923 -28432.49115492 -28429.41183085 -28429.03612574 -28431.88788264 -28430.07432066 -28446.53520029 -28427.97656785 -28429.07697697 -28455.81515826 -28428.94196244 -28450.92517912 -28429.87798255 -28434.45962617 -28427.80789215 -28433.08975425 -28431.74021443 -28440.64488242 -28428.80264866 -28431.06110248 -28430.30788553 -28435.59772961 -28437.95237098 -28433.00675689 -28427.12618416 -28443.26564097 -28427.62268601 -28429.97203569] manylnprob(): p[0] = [ 1.32988917e+00 2.20893048e+00 9.39095623e-01 -8.86134920e-03 7.15457067e-03 -1.45313624e-04 9.16613072e-01 8.48229140e-01] main(): current acceptance fraction: 39.6275550314 MCMC took 84.682813 sec Running MCMC mcmc-default-064-015-636.pickle manylnprob(): lnp = [-28433.22111366 -28430.94411358 -28427.33851994 -28428.22132704 -28433.17200983 -28434.58092094 -28430.44084204 -28443.24008995 -28428.11958594 -28430.54399821 -28431.52540189 -28429.31745531 -28427.96651874 -28428.8447286 -28440.6229892 -28438.3851475 -28429.36564264 -28439.61387057 -28431.41478477 -28437.99433925 -28444.13262786 -28430.19468052 -28453.78621572 -28443.73511077 -28430.85618759 -28433.12908892 -28433.90608572 -28429.32155175 -28431.09671216 -28432.43832874 -28438.42408791 -28427.82980101 -28428.89681121 -28429.89552654 -28443.13301037 -28430.37540407 -28429.91811408 -28443.09013014 -28441.79408026 -28429.15776076 -28439.61126677 -28430.91213987 -28434.1860492 -28428.02418949 -28434.91421021 -28471.85271458 -28443.05947539 -28441.01848243 -28429.37294882 -28429.53631401 -28433.15483375 -28429.47195123 -28429.62379456 -28438.73610471 -28429.90358547 -28430.28742537 -28429.3371212 -28437.2991446 -28445.82517148 -28464.30773167 -28427.90249612 -28430.80040965 -28437.59873007 -28428.62279624] manylnprob(): p[0] = [ 1.31696232e+00 2.18346103e+00 9.22622424e-01 -8.98734968e-03 7.14097871e-03 -1.96632540e-04 9.11988906e-01 8.33072882e-01] main(): current acceptance fraction: 39.6364795918 MCMC took 85.421017 sec Running MCMC mcmc-default-064-015-637.pickle manylnprob(): lnp = [-28436.62353184 -28432.85050171 -28436.04822848 -28432.92911255 -28434.0484868 -28431.95277374 -28432.8045892 -28443.67364229 -28427.3271621 -28431.26790873 -28430.90326478 -28429.21361138 -28427.94209466 -28429.77787335 -28431.73393293 -28433.51632421 -28429.67190409 -28429.0373297 -28453.99263595 -28430.62689447 -28429.53744979 -28430.42089483 -28429.54098359 -28462.37638682 -28434.66226704 -28438.22948016 -28432.05456788 -28432.1167911 -28427.58781831 -28441.75219573 -28439.52670639 -28432.11503244 -28433.03765509 -28435.20997022 -28444.37070696 -28443.37781992 -28430.04618976 -28429.41539156 -28429.75149949 -28442.84192629 -28436.89651651 -28429.35549644 -28440.09413835 -28449.06385489 -28443.47459734 -28448.94992691 -28428.736402 -28428.8916482 -28428.54628439 -28429.43289646 -28465.21260143 -28433.91708146 -28435.79924618 -28428.21514589 -28433.73116982 -28429.93079843 -28431.49084827 -28478.24953589 -28431.83679606 -28431.03755909 -28427.69489286 -28442.96458736 -28432.46673059 -28430.82309264] manylnprob(): p[0] = [ 1.32856952e+00 2.20595842e+00 9.37263710e-01 -8.89848884e-03 7.10416170e-03 -1.81735852e-04 9.05118835e-01 8.46697135e-01] main(): current acceptance fraction: 39.6331308777 MCMC took 85.540094 sec Running MCMC mcmc-default-064-015-638.pickle manylnprob(): lnp = [-28428.87213122 -28438.65090419 -28427.46334659 -28445.43464608 -28433.09674026 -28430.30629028 -28430.62556757 -28427.91521103 -28436.82015982 -28443.21244771 -28452.7210263 -28431.4820044 -28428.93664562 -28429.77096878 -28452.11231562 -28427.91000174 -28449.5011423 -28440.9493305 -28428.15798168 -28429.34363334 -28428.72560127 -28452.08354018 -28451.64724318 -28428.05680818 -28465.08518341 -28447.14855552 -28438.55309396 -28428.64388559 -28441.86688121 -28431.32548398 -28444.84804696 -28433.78527631 -28430.8540171 -28441.54533778 -28447.92594398 -28438.47885925 -28430.69986267 -28436.98715832 -28429.92484484 -28428.85073529 -28437.73579342 -28435.55982597 -28434.06012774 -28428.30865534 -28479.77131217 -28451.07884989 -28434.51760274 -28449.3872316 -28428.53711626 -28430.90362447 -28453.70620981 -28436.67458886 -28436.8058375 -28428.46963353 -28429.62722471 -28433.08355539 -28431.36873997 -28459.90369327 -28458.17700469 -28437.60190106 -28429.19741823 -28430.66568222 -28428.16886389 -28429.45992819] manylnprob(): p[0] = [ 1.33232707e+00 2.21405897e+00 9.42058349e-01 -8.84139559e-03 7.14959178e-03 -1.35916247e-04 9.14617071e-01 8.53867828e-01] main(): current acceptance fraction: 39.622456964 MCMC took 86.627727 sec Running MCMC mcmc-default-064-015-639.pickle manylnprob(): lnp = [-28428.99782608 -28432.24363154 -28428.41570228 -28436.46505963 -28430.21843323 -28430.61890803 -28429.5659682 -28437.40470401 -28434.58610352 -28430.41207226 -28429.26813603 -28437.80822914 -28431.60102169 -28429.05488233 -28427.69883787 -28428.53945412 -28436.88430903 -28438.8390698 -28432.13576706 -28430.43004898 -28428.33444007 -28453.6887785 -28430.93463362 -28427.99825531 -28457.66883232 -28457.6205548 -28457.02863113 -28428.465466 -28430.01945156 -28430.53351438 -28434.56106308 -28428.35395538 -28439.3910055 -28427.61871036 -28444.71354916 -28427.72662788 -28430.42967941 -28445.23570097 -28431.42701394 -28437.23568472 -28440.73433258 -28430.82960172 -28448.26710121 -28440.81443593 -28432.86796247 -28436.11247217 -28429.0931857 -28434.13408335 -28427.89159405 -28429.77825267 -28450.52341962 -28430.04209132 -28470.65639606 -28428.19938147 -28429.47648062 -28428.53688285 -28431.89665964 -28467.68794168 -28450.08341105 -28428.71803922 -28429.46116821 -28443.77068162 -28428.39754751 -28436.24826408] manylnprob(): p[0] = [ 1.32948561e+00 2.20812981e+00 9.38563090e-01 -8.87121746e-03 7.14245699e-03 -1.52836524e-04 9.17520600e-01 8.50536982e-01] main(): current acceptance fraction: 39.6142578125 MCMC took 86.526948 sec Plotting trajectory traj-default-064-015-640.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-640.png Running MCMC mcmc-default-064-015-640.pickle manylnprob(): lnp = [-28438.81491448 -28430.35734118 -28430.10894404 -28434.0737117 -28430.22602058 -28429.37086349 -28428.69121941 -28437.16241415 -28428.0344637 -28427.86102771 -28434.46566439 -28429.27529803 -28428.06419232 -28432.81985794 -28428.08376011 -28435.41034305 -28431.15497569 -28445.76077915 -28428.87269105 -28434.9280476 -28433.67704042 -28431.94078955 -28455.04209795 -28430.0015286 -28429.09384945 -28448.95475771 -28439.67559099 -28428.43889143 -28430.20489317 -28433.79179102 -28430.71406528 -28428.85951342 -28434.1451666 -28428.92495948 -28443.54591751 -28434.02909697 -28429.37343922 -28430.24567898 -28448.91647677 -28428.08666137 -28429.69796086 -28433.33239679 -28429.81266421 -28428.19231096 -28431.90832218 -28444.56566552 -28435.07524492 -28455.45014174 -28428.53020837 -28429.3210999 -28453.08019573 -28438.74316911 -28430.89846736 -28427.81839501 -28435.28897859 -28433.38778288 -28432.45741147 -28434.09041474 -28440.30227683 -28438.32757971 -28429.41389943 -28440.74051166 -28443.21686289 -28438.36712369] manylnprob(): p[0] = [ 1.32343803e+00 2.19579479e+00 9.30641592e-01 -9.02014803e-03 6.97480230e-03 -2.59620203e-04 9.21552701e-01 8.35245295e-01] main(): current acceptance fraction: 39.6036466459 MCMC took 85.504493 sec Running MCMC mcmc-default-064-015-641.pickle manylnprob(): lnp = [-28429.5822012 -28432.70047736 -28443.85416204 -28431.28404836 -28441.35409267 -28431.3079102 -28429.06570618 -28426.98592818 -28432.79019145 -28432.01339076 -28432.2502256 -28429.13670168 -28428.71118013 -28448.5929849 -28428.41840439 -28426.97858349 -28449.58093266 -28430.00799647 -28430.21649225 -28436.66713026 -28427.99402748 -28436.26576105 -28458.5378373 -28440.13057937 -28432.17037375 -28429.0338765 -28443.93504955 -28428.65761209 -28428.79354687 -28438.52315954 -28429.87755703 -28427.98374168 -28429.43590246 -28429.04139062 -28429.68025522 -28427.68164172 -28432.3590996 -28441.0618988 -28429.25677554 -28428.40486693 -28428.54128968 -28431.79126163 -28432.72260774 -28428.83720499 -28453.85490066 -28435.26630565 -28429.54753252 -28446.15246554 -28429.43917344 -28429.42701714 -28449.7284814 -28446.99095308 -28429.72573793 -28427.53631095 -28449.62014874 -28429.07338845 -28456.3945759 -28429.85565367 -28451.31743429 -28428.96533228 -28436.19963415 -28431.40519336 -28430.41511161 -28428.95972755] manylnprob(): p[0] = [ 1.32900085e+00 2.20702213e+00 9.37948739e-01 -8.82007246e-03 7.24420633e-03 -1.03236705e-04 9.06693516e-01 8.60042346e-01] main(): current acceptance fraction: 39.6052375389 MCMC took 85.561482 sec Running MCMC mcmc-default-064-015-642.pickle manylnprob(): lnp = [-28449.49965125 -28432.54098391 -28428.83050005 -28432.40393667 -28428.38251371 -28441.61604083 -28428.82687355 -28437.03981648 -28437.361775 -28428.32187557 -28432.3216268 -28437.07976597 -28428.06394466 -28428.4038607 -28440.2879559 -28432.67481905 -28428.85882016 -28442.96067134 -28430.96566757 -28434.31881133 -28432.6759297 -28429.19483683 -28428.80267493 -28439.3773077 -28428.36382018 -28429.08003873 -28449.31519867 -28426.88404671 -28442.90179927 -28442.77462633 -28457.02233641 -28432.50353053 -28428.97516891 -28429.04444586 -28428.10416143 -28427.6907236 -28429.4766965 -28429.99678851 -28429.62361545 -28434.86334267 -28428.47632057 -28427.59563357 -28434.16156114 -28428.60101178 -28429.93661767 -28461.33248234 -28432.73403045 -28428.20198737 -28428.54117414 -28427.68203107 -28461.50105566 -28429.67139735 -28433.19229511 -28432.42646646 -28451.43702194 -28431.23787385 -28447.30731962 -28430.22121973 -28449.33534005 -28428.267155 -28439.72760595 -28433.00468658 -28451.39109631 -28448.68089387] manylnprob(): p[0] = [ 1.32710697e+00 2.20298449e+00 9.35693010e-01 -9.00720538e-03 6.96059357e-03 -2.68400030e-04 9.22756595e-01 8.38869905e-01] main(): current acceptance fraction: 39.5971034215 MCMC took 85.516874 sec Running MCMC mcmc-default-064-015-643.pickle manylnprob(): lnp = [-28428.03311432 -28428.26187838 -28441.06688773 -28446.23472261 -28437.25537589 -28437.89813249 -28441.21664954 -28427.12132851 -28444.76220066 -28428.4565874 -28428.89454545 -28437.65501481 -28427.29277341 -28443.30769444 -28428.46042046 -28427.09217994 -28430.50260224 -28429.40386506 -28436.19537318 -28434.88364271 -28430.04248593 -28428.35804854 -28428.27702957 -28475.69193187 -28428.87417346 -28429.46237378 -28440.57162046 -28428.83552966 -28443.42954527 -28432.00543312 -28430.11563917 -28430.50199707 -28428.00265569 -28427.91008894 -28428.79319394 -28430.96006397 -28434.45636117 -28432.37544246 -28438.3472775 -28431.200619 -28436.26550846 -28431.73814249 -28432.19152203 -28428.43135397 -28431.49570524 -28433.94679819 -28428.58150704 -28429.82644966 -28443.23084443 -28428.54433693 -28428.7244168 -28429.00741993 -28429.3632241 -28457.48895794 -28436.39664246 -28443.54389981 -28434.9588476 -28429.39295876 -28430.70240281 -28429.75555604 -28429.40260021 -28431.78935972 -28429.94428904 -28430.34957382] manylnprob(): p[0] = [ 1.33158213e+00 2.21238387e+00 9.41366203e-01 -8.85749473e-03 7.12566739e-03 -1.52634719e-04 9.18052894e-01 8.53304169e-01] main(): current acceptance fraction: 39.6059782609 MCMC took 85.443628 sec Running MCMC mcmc-default-064-015-644.pickle manylnprob(): lnp = [-28439.43869703 -28428.09034246 -28427.43309757 -28459.78748511 -28432.7805966 -28443.93976408 -28433.8375497 -28428.24345279 -28432.52951583 -28428.30117003 -28429.87465724 -28428.95076824 -28428.26883338 -28430.17722441 -28427.70233257 -28437.44282088 -28443.73394116 -28429.56793102 -28429.10068669 -28428.96606447 -28431.60432968 -28428.38053369 -28440.75376082 -28429.44251721 -28447.16554667 -28428.16723206 -28430.02237111 -28428.54134544 -28429.00332143 -28447.66812686 -28427.47974509 -28451.49413514 -28429.34655426 -28429.09949186 -28431.41707125 -28440.17761293 -28429.6339297 -28429.18966871 -28429.78125971 -28430.75208439 -28427.82330553 -28429.67753505 -28432.04724064 -28430.62742398 -28429.40651957 -28429.41955023 -28429.08391901 -28428.91883325 -28436.71100775 -28436.9875084 -28436.9764333 -28441.81284398 -28429.61164338 -28446.58521686 -28429.40264308 -28431.50107949 -28434.36425168 -28434.29370262 -28440.48724492 -28430.15148599 -28428.52293533 -28431.5359812 -28429.1863276 -28441.07433565] manylnprob(): p[0] = [ 1.32820360e+00 2.20541360e+00 9.36751944e-01 -8.89332182e-03 7.11766397e-03 -1.86512950e-04 9.19304470e-01 8.70724748e-01] main(): current acceptance fraction: 39.6099806202 MCMC took 85.061235 sec Running MCMC mcmc-default-064-015-645.pickle manylnprob(): lnp = [-28428.1749941 -28430.92572523 -28428.171474 -28449.60844687 -28437.89011199 -28431.21058272 -28436.73170394 -28438.70080048 -28429.28642932 -28430.11337395 -28428.34979496 -28429.80987961 -28444.0222567 -28428.20154252 -28428.45619426 -28427.58772131 -28428.63656191 -28443.89839947 -28433.80590007 -28432.66623419 -28428.28999241 -28429.66986087 -28427.68953296 -28439.68197752 -28437.69785926 -28427.87043683 -28429.85954225 -28427.75319518 -28428.87628491 -28430.60859819 -28435.32161189 -28429.40258547 -28428.87318337 -28430.3183147 -28445.18870406 -28442.46360135 -28430.79497365 -28434.36233112 -28427.74559822 -28442.38482143 -28435.24288521 -28428.79936621 -28442.22447656 -28434.24612577 -28431.67194379 -28429.10307522 -28429.08108557 -28428.24922959 -28431.22970611 -28429.10192169 -28428.10945269 -28429.76457056 -28434.32492158 -28430.21433343 -28429.23867952 -28430.37889359 -28450.66896293 -28438.69919802 -28440.6508974 -28431.04508554 -28437.54117235 -28431.46834842 -28429.88577954 -28428.95710236] manylnprob(): p[0] = [ 1.33079424e+00 2.21078676e+00 9.40306750e-01 -8.87240225e-03 7.10789108e-03 -1.62521440e-04 9.18993604e-01 8.51201252e-01] main(): current acceptance fraction: 39.6067143963 MCMC took 85.413127 sec Running MCMC mcmc-default-064-015-646.pickle manylnprob(): lnp = [-28427.98105517 -28449.21867776 -28439.3634266 -28432.50123808 -28428.40442031 -28434.71940365 -28434.72345615 -28428.45336435 -28431.08662665 -28431.24304767 -28432.66550534 -28434.65803404 -28427.6277984 -28427.54094846 -28427.92293165 -28437.27553217 -28439.60075979 -28430.40069818 -28432.45360652 -28444.00030437 -28432.08737704 -28429.13905654 -28428.73653304 -28429.03049252 -28444.21578164 -28430.59843477 -28429.82774088 -28434.33726965 -28428.31439294 -28436.99713512 -28427.58155502 -28428.59955872 -28428.73835379 -28455.29253214 -28432.2342017 -28433.94004859 -28431.92428472 -28430.45794876 -28429.13719661 -28427.70618854 -28438.77482514 -28428.84089362 -28430.65654353 -28430.97938236 -28433.83856384 -28432.31494635 -28427.69342362 -28430.98669858 -28438.0709367 -28429.6822015 -28428.46855979 -28438.83988975 -28430.59825614 -28429.069725 -28426.88249364 -28431.36917927 -28443.85733351 -28429.16905257 -28428.35088737 -28462.94759096 -28429.30839378 -28435.62488929 -28431.76312767 -28429.63378001] manylnprob(): p[0] = [ 1.33117828e+00 2.21158727e+00 9.40815477e-01 -8.85913825e-03 7.12732851e-03 -1.52525304e-04 9.19298990e-01 8.49325460e-01] main(): current acceptance fraction: 39.6276081917 MCMC took 85.46352 sec Running MCMC mcmc-default-064-015-647.pickle manylnprob(): lnp = [-28429.88781874 -28436.40679208 -28453.56937825 -28429.29372144 -28428.19689264 -28441.05900789 -28433.83432243 -28437.14961365 -28433.94621355 -28437.27552231 -28444.6659968 -28433.21910182 -28427.56945373 -28427.47684085 -28431.34908623 -28430.09313615 -28438.92494917 -28438.57461133 -28485.99709018 -28450.89935682 -28433.77487511 -28429.03108254 -28451.30268699 -28440.22348055 -28428.62689794 -28436.76820304 -28436.74744209 -28430.1530686 -28429.48922904 -28430.20260171 -28428.03314552 -28439.74383773 -28428.89755197 -28430.49791689 -28446.8792793 -28430.36492512 -28434.20187163 -28429.69931395 -28437.86655827 -28431.14542694 -28459.21378362 -28430.55832603 -28433.0799322 -28452.63346056 -28432.1642903 -28452.09094437 -28456.8000679 -28429.01484758 -28428.58140167 -28431.10579492 -28429.42219684 -28456.97155568 -28429.6805221 -28431.98084414 -28438.15910753 -28429.13077609 -28431.3289045 -28429.16887752 -28444.84036883 -28448.88314372 -28434.67703429 -28452.91528092 -28447.29983102 -28428.67452936] manylnprob(): p[0] = [ 1.33073079e+00 2.21079656e+00 9.40280235e-01 -8.89769304e-03 7.05341098e-03 -1.90722334e-04 9.17988824e-01 8.47141139e-01] main(): current acceptance fraction: 39.6122685185 MCMC took 85.453895 sec Running MCMC mcmc-default-064-015-648.pickle manylnprob(): lnp = [-28429.44080195 -28436.87847013 -28437.47719055 -28459.00417809 -28428.34882001 -28438.25573324 -28458.61601923 -28437.3067319 -28431.06532922 -28439.97801573 -28430.44044916 -28456.37890213 -28429.38495975 -28429.55865926 -28427.90941807 -28428.12241415 -28432.31822445 -28430.25436897 -28457.85214119 -28431.68707307 -28428.62719982 -28430.83703431 -28431.89103038 -28428.95415727 -28429.31358633 -28443.40749614 -28439.15489328 -28428.66401562 -28437.24664696 -28428.59424843 -28427.91093796 -28430.36246316 -28429.52472273 -28430.14482712 -28450.63807815 -28432.45721195 -28431.13248417 -28428.77362881 -28428.66075799 -28428.53888139 -28428.57728031 -28449.57214754 -28439.77202368 -28434.99029189 -28444.01261753 -28435.16021165 -28429.05606837 -28431.32011024 -28428.80694355 -28429.8617282 -28429.90071034 -28435.68881996 -28429.26623857 -28430.07334062 -28427.85784481 -28431.42605345 -28440.98161958 -28431.59932474 -28444.41038447 -28442.12620911 -28428.58322365 -28453.67064908 -28427.90321566 -28428.58944742] manylnprob(): p[0] = [ 1.33095111e+00 2.21129807e+00 9.40548949e-01 -8.88961341e-03 7.06740934e-03 -1.82501129e-04 9.18000651e-01 8.47694157e-01] main(): current acceptance fraction: 39.6210516179 MCMC took 85.464466 sec Running MCMC mcmc-default-064-015-649.pickle manylnprob(): lnp = [-28427.93222845 -28431.58097951 -28438.74638368 -28451.23876309 -28428.35208213 -28438.34866566 -28445.79955902 -28438.8821098 -28430.30256639 -28429.21269367 -28433.31912064 -28432.0840663 -28444.74192255 -28428.39311441 -28430.56849742 -28434.1760449 -28437.48392834 -28440.35009141 -28432.46210561 -28431.19856207 -28427.65467635 -28431.47335035 -28439.56383667 -28430.45511222 -28433.94494141 -28431.3895412 -28436.86599285 -28427.84686055 -28446.97663331 -28430.19141719 -28427.34448828 -28432.23791506 -28437.51611237 -28430.40235491 -28446.64868033 -28431.13630294 -28430.33161146 -28428.78912938 -28429.43924072 -28428.19215308 -28432.05818482 -28429.81747527 -28441.59318521 -28432.01909933 -28463.36145017 -28453.19765777 -28428.77958604 -28452.47129474 -28427.90510075 -28438.64928099 -28435.27976412 -28433.42553994 -28438.94753612 -28432.91191896 -28428.48907727 -28447.20888935 -28442.97277303 -28431.97211522 -28429.04130688 -28433.05440984 -28434.37344963 -28433.389963 -28427.7708202 -28428.630204 ] manylnprob(): p[0] = [ 1.33079051e+00 2.21111697e+00 9.40445961e-01 -8.84825888e-03 7.15280280e-03 -1.30107204e-04 9.11706237e-01 8.48236604e-01] main(): current acceptance fraction: 39.6129807692 MCMC took 84.563018 sec Plotting trajectory traj-default-064-015-650.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-650.png Running MCMC mcmc-default-064-015-650.pickle manylnprob(): lnp = [-28443.31835842 -28446.09131033 -28441.59013737 -28446.75487918 -28430.1865922 -28433.68146581 -28429.70582621 -28455.35465649 -28433.19142855 -28429.69935562 -28444.32319443 -28430.27412456 -28428.93460691 -28428.55377709 -28427.48740796 -28434.57873177 -28437.11656153 -28448.34423885 -28429.07156282 -28430.40783816 -28427.47851316 -28428.47923396 -28429.52721297 -28430.50779945 -28428.73390011 -28448.01141415 -28429.96713744 -28428.76663521 -28429.66909454 -28429.19242184 -28427.16591265 -28428.84154679 -28434.68253291 -28443.71516914 -28446.47793396 -28431.04974246 -28430.03934751 -28431.43403314 -28442.28855376 -28428.71492514 -28428.2819462 -28437.75557497 -28439.71866484 -28434.6409357 -28440.5997148 -28430.78254762 -28432.34776972 -28428.383233 -28429.02977359 -28430.93479591 -28434.25013351 -28430.1207274 -28430.14146423 -28430.22728626 -28432.63866228 -28432.68706537 -28451.45729997 -28440.80342637 -28427.84746446 -28431.16566136 -28455.91144131 -28452.04203806 -28437.56273114 -28430.67314959] manylnprob(): p[0] = [ 1.33182454e+00 2.21269563e+00 9.41439610e-01 -8.93004063e-03 7.00895416e-03 -2.22822856e-04 9.21954116e-01 8.42778615e-01] main(): current acceptance fraction: 39.6121351767 MCMC took 85.756792 sec Running MCMC mcmc-default-064-015-651.pickle manylnprob(): lnp = [-28429.5447298 -28438.8200771 -28443.11656889 -28430.37134464 -28429.04547571 -28448.94546236 -28430.09485787 -28427.73258492 -28428.45826201 -28429.32143529 -28430.2488576 -28448.30492148 -28446.55155987 -28433.79314538 -28428.82602861 -28427.61009012 -28462.69826328 -28449.05509662 -28432.1501294 -28430.29639317 -28427.65859276 -28428.57097799 -28448.46887941 -28461.27939287 -28428.63901187 -28430.27775994 -28432.558392 -28428.5879206 -28444.10555619 -28429.36949239 -28427.35998827 -28427.24239002 -28429.67687296 -28437.0556519 -28443.59343583 -28448.19399868 -28429.74800129 -28428.80790455 -28428.218056 -28428.60389661 -28428.85831658 -28428.83204552 -28430.49159541 -28449.20173381 -28451.99563241 -28431.65583006 -28445.7659128 -28429.49038758 -28429.95241117 -28428.63431351 -28430.306287 -28430.53625171 -28429.55548767 -28429.057866 -28432.18304939 -28435.84907033 -28448.08031329 -28428.21487335 -28439.65369778 -28434.8517007 -28428.4725793 -28432.0567887 -28429.3155017 -28439.02249207] manylnprob(): p[0] = [ 1.33132427e+00 2.21205084e+00 9.41033712e-01 -8.87849489e-03 7.08174736e-03 -1.73966186e-04 9.17640433e-01 8.48759090e-01] main(): current acceptance fraction: 39.5969133436 MCMC took 86.438952 sec Running MCMC mcmc-default-064-015-652.pickle manylnprob(): lnp = [-28434.5219566 -28431.26929795 -28447.92332253 -28431.90982585 -28432.30986651 -28433.74721433 -28436.62749673 -28428.44321473 -28429.07410801 -28428.60135775 -28436.0512561 -28429.23455847 -28439.50276222 -28429.03977268 -28431.0681138 -28442.82786167 -28428.5826115 -28431.26662794 -28433.6177321 -28431.92006711 -28439.00823487 -28429.39271031 -28451.69200325 -28438.29444674 -28428.3759562 -28434.4524852 -28433.61843022 -28428.66421236 -28430.71850869 -28432.6811337 -28430.74325129 -28429.7388702 -28430.01520518 -28430.58258486 -28447.40706368 -28430.55673961 -28441.92629789 -28428.74539687 -28432.56772691 -28430.26156281 -28428.57797829 -28456.03028603 -28441.82777745 -28470.16471564 -28432.64165532 -28429.24000858 -28431.28363223 -28446.08177217 -28430.76623833 -28433.16414038 -28441.51332526 -28442.09079073 -28432.1867418 -28429.35841945 -28433.12376287 -28432.71785714 -28430.27782878 -28428.04268688 -28443.63500601 -28432.07239962 -28428.29131091 -28442.46271596 -28431.88536184 -28430.09675537] manylnprob(): p[0] = [ 1.32516099e+00 2.20019477e+00 9.33051808e-01 -9.03378760e-03 6.87973832e-03 -2.82871082e-04 9.19905252e-01 8.68527325e-01] main(): current acceptance fraction: 39.5984877489 MCMC took 85.515367 sec Running MCMC mcmc-default-064-015-653.pickle manylnprob(): lnp = [-28428.70568913 -28431.05856004 -28460.66073158 -28445.25665389 -28429.05546387 -28438.3779931 -28428.76002626 -28428.35836636 -28436.7549039 -28447.07199849 -28438.51251412 -28428.10925157 -28427.98220108 -28428.70707903 -28429.55026472 -28432.05926866 -28428.18908753 -28440.28023733 -28430.53213265 -28443.98648127 -28435.25016286 -28428.39916404 -28437.43858265 -28434.39000033 -28436.31735115 -28430.02002157 -28439.44740149 -28444.56667629 -28436.2237045 -28471.56083262 -28428.91092009 -28429.34322993 -28427.98383135 -28435.04403217 -28443.57510259 -28430.56763714 -28427.83535863 -28427.89382241 -28434.34682008 -28458.44081639 -28427.42037969 -28429.98191709 -28432.17933168 -28458.16170714 -28437.17887386 -28429.53450253 -28432.13201002 -28435.01455371 -28440.3245984 -28429.00187645 -28428.68834177 -28429.08381773 -28429.44763038 -28429.29301007 -28435.48458941 -28448.15527844 -28431.68809156 -28439.63136479 -28432.43429078 -28430.13994936 -28434.11285058 -28444.20950502 -28441.61060431 -28439.43694867] manylnprob(): p[0] = [ 1.33281405e+00 2.21517318e+00 9.43041482e-01 -8.85873474e-03 7.09955516e-03 -1.65738127e-04 9.18538600e-01 8.52112108e-01] main(): current acceptance fraction: 39.5857224771 MCMC took 85.491139 sec Running MCMC mcmc-default-064-015-654.pickle manylnprob(): lnp = [-28439.50825758 -28431.71476311 -28449.82895963 -28430.54115271 -28427.95661839 -28449.76665039 -28429.68240914 -28437.25910891 -28433.24122655 -28428.35228274 -28428.67892616 -28430.57088497 -28452.95609138 -28429.03606988 -28456.86013494 -28433.00013166 -28430.52562802 -28441.2114074 -28434.09257065 -28428.85883728 -28427.90430275 -28439.47995553 -28437.35018831 -28435.31452606 -28428.65718444 -28432.73986861 -28441.74324936 -28428.52174045 -28442.9768954 -28434.46235102 -28428.78674134 -28429.18649339 -28430.99103542 -28437.97520302 -28443.65849607 -28430.35026933 -28437.68775218 -28429.29815269 -28430.92781981 -28440.23930017 -28428.05562069 -28432.60451139 -28433.64093061 -28434.80385229 -28431.03941894 -28428.08806483 -28443.81383976 -28428.59107087 -28429.57370916 -28441.37277079 -28428.53208177 -28451.12420095 -28433.68461688 -28428.8443869 -28440.34572574 -28463.58304487 -28433.99704747 -28431.51512329 -28431.31027372 -28429.39782201 -28428.76084714 -28449.20774346 -28428.53347325 -28430.26108081] manylnprob(): p[0] = [ 1.33053588e+00 2.21063040e+00 9.40284520e-01 -8.97036972e-03 6.93076988e-03 -2.63778684e-04 9.19485044e-01 8.33885298e-01] main(): current acceptance fraction: 39.5801526718 MCMC took 84.90813 sec Running MCMC mcmc-default-064-015-655.pickle manylnprob(): lnp = [-28440.13336117 -28435.06047618 -28444.70657545 -28429.35193128 -28433.24505421 -28447.1371339 -28429.10064602 -28444.59056961 -28442.63285898 -28429.19272559 -28427.80140913 -28430.46096245 -28430.58975003 -28428.58887511 -28429.93767895 -28429.58994739 -28430.32880797 -28428.55160398 -28428.63576922 -28443.25318035 -28432.41467802 -28428.72875491 -28429.19564081 -28476.63920673 -28428.3663242 -28433.86561715 -28432.71789442 -28427.49197622 -28441.77699896 -28451.63866091 -28459.0329716 -28428.29008744 -28431.66494709 -28430.11244141 -28456.25480158 -28437.59805129 -28437.43468545 -28431.13344363 -28429.98252502 -28429.94775772 -28429.51635936 -28438.91028803 -28432.46430611 -28431.34832488 -28432.60314107 -28428.69376007 -28431.49578977 -28437.57109961 -28431.98811978 -28459.12651588 -28430.23252448 -28441.3200377 -28440.87380234 -28431.61659055 -28433.37625814 -28429.15384471 -28438.60004893 -28428.03863016 -28464.98163484 -28433.30375381 -28447.71776948 -28431.33880503 -28428.96702097 -28440.78915114] manylnprob(): p[0] = [ 1.32994674e+00 2.20964552e+00 9.39434155e-01 -8.98165870e-03 6.91331085e-03 -2.70365638e-04 9.11052341e-01 8.74342720e-01] main(): current acceptance fraction: 39.5722179878 MCMC took 85.805703 sec Running MCMC mcmc-default-064-015-656.pickle manylnprob(): lnp = [-28429.40124653 -28449.95936492 -28429.08993719 -28486.39250851 -28434.07914082 -28457.00020754 -28429.18759483 -28438.3063242 -28443.67649412 -28428.71668783 -28430.10795526 -28434.15401844 -28428.75321613 -28435.48221211 -28435.65182798 -28432.13214316 -28443.51472513 -28440.15743899 -28441.68812109 -28432.04152715 -28427.9260577 -28428.08312788 -28431.20001862 -28431.26925463 -28432.19744427 -28464.52345642 -28429.31646065 -28427.38678555 -28451.36319157 -28506.0585711 -28431.89630377 -28429.69227615 -28429.6954226 -28429.18751075 -28450.35195933 -28430.06784562 -28432.8699464 -28433.77723331 -28433.38614246 -28436.06319578 -28441.29051974 -28428.67674219 -28430.29974892 -28435.11554426 -28453.26296544 -28428.55955425 -28430.29521125 -28429.41251092 -28429.68015836 -28430.40594364 -28428.03062039 -28434.29005138 -28444.85929033 -28437.88895947 -28435.63845106 -28429.10647777 -28441.42938604 -28428.78984413 -28428.1521926 -28430.2520952 -28428.80027689 -28431.56223261 -28428.96547327 -28452.97347137] manylnprob(): p[0] = [ 1.33199540e+00 2.21362759e+00 9.41988776e-01 -8.88576267e-03 7.05913877e-03 -1.88838132e-04 9.18748130e-01 8.55727898e-01] main(): current acceptance fraction: 39.5666856925 MCMC took 84.906175 sec Running MCMC mcmc-default-064-015-657.pickle manylnprob(): lnp = [-28438.46510283 -28444.49904482 -28430.35876358 -28444.37800226 -28433.10809379 -28435.16442055 -28433.03905263 -28436.51405279 -28430.4752388 -28440.9996802 -28427.73918139 -28436.18502894 -28427.26719301 -28429.43237638 -28429.32619259 -28427.05808754 -28439.68706307 -28444.82311022 -28434.04527393 -28440.93932532 -28429.38222669 -28432.24576025 -28428.37770678 -28445.64347782 -28430.95088832 -28431.62821961 -28429.30022526 -28428.29008384 -28428.33642919 -28431.16227017 -28431.63126103 -28447.12624606 -28446.94752442 -28427.93577858 -28465.03976835 -28428.0845952 -28429.47242693 -28443.63354937 -28433.92118982 -28441.14507086 -28428.73126607 -28427.05058222 -28430.14582426 -28469.00220701 -28430.37646265 -28434.47913374 -28429.75286911 -28432.31002723 -28431.30919224 -28461.06087392 -28433.5185802 -28428.6988358 -28429.74257401 -28430.20388308 -28437.78100788 -28432.29542807 -28443.37169252 -28428.21231536 -28428.49160241 -28448.16702311 -28429.01389049 -28447.64695305 -28428.43054354 -28444.95368208] manylnprob(): p[0] = [ 1.33110796e+00 2.21197143e+00 9.40861929e-01 -8.92634130e-03 6.98551012e-03 -2.30798577e-04 9.17708184e-01 8.54867714e-01] main(): current acceptance fraction: 39.5659194529 MCMC took 85.195336 sec Running MCMC mcmc-default-064-015-658.pickle manylnprob(): lnp = [-28429.15084894 -28429.61051037 -28428.9654506 -28432.02143418 -28487.43467741 -28457.17188886 -28432.07212533 -28427.87734064 -28428.26886579 -28428.71732999 -28437.41355169 -28428.87103581 -28428.00805749 -28443.3883495 -28438.56684886 -28428.30542218 -28439.24981184 -28427.52015275 -28467.7493585 -28428.96851064 -28429.02960847 -28435.28333708 -28428.45937324 -28445.54658932 -28430.41686315 -28444.42025332 -28429.95669681 -28428.89150627 -28444.00120406 -28433.97588124 -28430.94406501 -28428.10575331 -28429.22783172 -28435.80909223 -28430.63082689 -28430.9036718 -28428.28268527 -28472.23221667 -28461.20092364 -28432.12251608 -28428.01558239 -28428.9183567 -28429.2283545 -28430.14331141 -28434.41480458 -28428.47715578 -28430.44384942 -28431.75175421 -28434.1571367 -28438.68517246 -28430.26630755 -28431.99130062 -28435.23390398 -28433.59821159 -28449.47596432 -28429.58797811 -28429.92120764 -28429.04534432 -28432.73693861 -28438.68753647 -28449.91712281 -28433.25222889 -28438.88529739 -28429.62495889] manylnprob(): p[0] = [ 1.33027617e+00 2.21028767e+00 9.39945838e-01 -8.90938335e-03 7.04689013e-03 -1.97238593e-04 9.19106791e-01 8.53906705e-01] main(): current acceptance fraction: 39.5651555387 MCMC took 85.273577 sec Running MCMC mcmc-default-064-015-659.pickle manylnprob(): lnp = [-28428.73776128 -28428.60512704 -28447.25183505 -28433.38586038 -28481.46452291 -28439.00934494 -28434.54470431 -28437.08513532 -28427.70521313 -28428.22271993 -28432.50631233 -28433.12518862 -28448.75913493 -28432.20311702 -28428.3984661 -28436.35727248 -28443.85321808 -28427.5277237 -28431.63121157 -28429.67188607 -28428.48174298 -28430.70046543 -28432.96018773 -28436.3566825 -28429.87533912 -28451.96367076 -28432.93061882 -28433.23936031 -28429.52843222 -28430.20734512 -28432.0765688 -28450.61206991 -28430.33580357 -28432.72025456 -28440.83742061 -28428.0094441 -28429.6500429 -28436.18831785 -28432.76998366 -28428.44792611 -28428.02524626 -28428.20676904 -28430.35523975 -28428.75948096 -28432.55685804 -28429.23916272 -28447.10002826 -28450.6918867 -28431.930106 -28428.95406662 -28427.54115096 -28428.71637954 -28428.78680034 -28434.61672908 -28448.36403107 -28428.14258522 -28433.38332964 -28427.0777093 -28427.93190878 -28433.24884265 -28442.49061699 -28431.43750873 -28428.22969345 -28429.18634521] manylnprob(): p[0] = [ 1.32993799e+00 2.20944768e+00 9.39453904e-01 -8.88546457e-03 7.09967424e-03 -1.69419961e-04 9.15556828e-01 8.54718687e-01] main(): current acceptance fraction: 39.5691287879 MCMC took 86.157563 sec Plotting trajectory traj-default-064-015-660.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-660.png Running MCMC mcmc-default-064-015-660.pickle manylnprob(): lnp = [-28428.606112 -28427.97834962 -28428.11339114 -28428.05614734 -28429.11333688 -28453.5626521 -28442.23254743 -28429.85188758 -28432.48805572 -28429.32499618 -28428.61581545 -28428.55900961 -28427.20491327 -28427.54771421 -28431.43584227 -28440.83723239 -28431.52262711 -28427.32554571 -28461.4356939 -28436.65208404 -28427.02667911 -28442.34615773 -28429.42800031 -28429.95723407 -28442.56434529 -28463.58666813 -28429.10847786 -28427.39437502 -28438.49056025 -28443.17255037 -28449.63559199 -28431.0080264 -28435.26075515 -28429.2273919 -28448.68146777 -28428.24995706 -28429.22466041 -28459.27638299 -28432.36039142 -28447.96344059 -28427.86163883 -28433.4800413 -28429.86352235 -28430.39567681 -28429.05477918 -28428.95748022 -28446.13390148 -28432.82186911 -28429.6650629 -28429.27062673 -28427.52963577 -28428.75008383 -28435.66367164 -28429.26595277 -28435.82397991 -28428.50610277 -28430.22289931 -28428.07967666 -28436.43325272 -28443.23894535 -28436.45733896 -28445.94655155 -28428.57737888 -28429.60845825] manylnprob(): p[0] = [ 1.33296494e+00 2.21562628e+00 9.43377885e-01 -8.87999826e-03 7.05717209e-03 -1.81710903e-04 9.19784937e-01 8.56422210e-01] main(): current acceptance fraction: 39.5636346445 MCMC took 85.710505 sec Running MCMC mcmc-default-064-015-661.pickle manylnprob(): lnp = [-28427.53226339 -28440.66380113 -28428.90187447 -28446.08627606 -28433.64637416 -28434.41931858 -28431.95343969 -28429.24807408 -28428.00275492 -28428.40424811 -28438.90200998 -28429.45019068 -28433.28107642 -28427.52435199 -28435.67633343 -28428.43956344 -28431.53563664 -28428.01145964 -28432.69697609 -28433.42212489 -28427.13839375 -28438.97433086 -28429.1638498 -28437.5108541 -28430.59984473 -28452.23793246 -28429.78698176 -28430.27446775 -28427.89553018 -28428.74410171 -28438.47176668 -28440.18195978 -28429.92054428 -28434.09842108 -28438.72442629 -28441.24530693 -28429.87814211 -28435.14202863 -28447.5037569 -28430.13794758 -28428.1449163 -28428.94151294 -28433.18490472 -28429.9614555 -28427.86057129 -28428.91396323 -28430.54922317 -28448.52210343 -28429.01837624 -28430.07131868 -28428.18189965 -28428.74057788 -28432.72819461 -28428.26268066 -28442.26130055 -28428.97327793 -28441.27177466 -28427.69625339 -28427.90813996 -28436.60292288 -28428.43814105 -28431.07326463 -28431.36628673 -28428.89987192] manylnprob(): p[0] = [ 1.33115961e+00 2.21166905e+00 9.40941032e-01 -8.81278888e-03 7.19816546e-03 -1.18478763e-04 9.21231307e-01 8.57443694e-01] main(): current acceptance fraction: 39.574679003 MCMC took 85.79315 sec Running MCMC mcmc-default-064-015-662.pickle manylnprob(): lnp = [-28436.20292309 -28429.20403835 -28427.83399584 -28428.33391853 -28429.17151662 -28437.14427398 -28431.0952316 -28428.67604773 -28428.1405891 -28428.04887816 -28428.59323589 -28430.40263794 -28427.22850496 -28428.94505554 -28452.06861245 -28427.41015264 -28430.87176907 -28428.67316568 -28444.97389425 -28436.997246 -28427.77209118 -28433.37019258 -28429.12841441 -28429.60772229 -28431.56052948 -28449.16581397 -28431.99924039 -28447.25221059 -28443.01809847 -28434.88919318 -28454.40341162 -28431.03650862 -28429.46017919 -28458.07479993 -28430.9144685 -28428.36722373 -28443.84243789 -28452.94229984 -28431.96855511 -28433.84284564 -28436.96979015 -28427.62753149 -28431.29450767 -28433.57556903 -28437.49278021 -28429.45754096 -28433.86266591 -28449.77850791 -28428.32473362 -28432.01881552 -28434.99083067 -28428.83097839 -28437.59357758 -28428.77038902 -28431.58870629 -28430.40598272 -28434.26629611 -28445.02480509 -28429.99559383 -28431.02007658 -28442.36033548 -28432.05554175 -28427.59226637 -28428.89474216] manylnprob(): p[0] = [ 1.32745960e+00 2.20422904e+00 9.36368184e-01 -8.99079758e-03 6.97141151e-03 -2.41559844e-04 9.18605049e-01 8.56458010e-01] main(): current acceptance fraction: 39.5715497738 MCMC took 85.055826 sec Running MCMC mcmc-default-064-015-663.pickle manylnprob(): lnp = [-28428.9395671 -28431.53902143 -28431.52127683 -28430.83159103 -28429.95234738 -28433.89778208 -28441.28882751 -28437.84607623 -28428.07786448 -28430.81368951 -28433.84039388 -28437.25149892 -28427.32126124 -28442.28248247 -28449.01135007 -28428.2771212 -28430.83024663 -28428.60909928 -28430.49579988 -28431.11817066 -28432.83063314 -28437.11456294 -28429.65924341 -28429.62089885 -28434.90200155 -28430.6470395 -28441.16475635 -28444.22164422 -28428.25441924 -28439.99729444 -28447.0661391 -28452.89752877 -28437.29994998 -28434.85061695 -28436.38531268 -28428.4642404 -28428.36339318 -28478.57909145 -28457.64761124 -28427.89939573 -28427.76384987 -28432.42984568 -28438.49776144 -28432.38003772 -28429.23916472 -28428.76194898 -28431.70117325 -28454.14644911 -28429.07785285 -28428.33009616 -28430.54060834 -28429.74508096 -28435.97411997 -28429.16735638 -28431.58851016 -28428.75073633 -28429.92526307 -28427.37708618 -28431.94828054 -28431.21188427 -28428.88515355 -28429.21615277 -28428.50608323 -28428.54743335] manylnprob(): p[0] = [ 1.33320268e+00 2.21586542e+00 9.43329315e-01 -8.83617469e-03 7.09906960e-03 -1.51786047e-04 9.23226488e-01 8.45355375e-01] main(): current acceptance fraction: 39.5707831325 MCMC took 85.943214 sec Running MCMC mcmc-default-064-015-664.pickle manylnprob(): lnp = [-28441.53812399 -28432.56695101 -28432.3790036 -28443.38813752 -28429.0454056 -28450.16573697 -28443.93851333 -28445.92434259 -28427.25288641 -28429.60350023 -28432.02391481 -28431.09379033 -28434.39607996 -28434.26521235 -28436.00415045 -28427.62922087 -28443.27679913 -28437.70896839 -28430.28012744 -28429.96635878 -28427.77840356 -28436.28420669 -28429.27320487 -28428.33540538 -28445.3705739 -28430.75624232 -28428.03262753 -28428.55553267 -28444.95106941 -28430.42458144 -28433.65452778 -28449.57083852 -28431.34659412 -28433.84785173 -28430.52703204 -28437.63275113 -28432.61839574 -28461.08994149 -28453.9367403 -28460.99280048 -28431.52465372 -28428.7630028 -28438.69063342 -28432.35316614 -28430.25682554 -28428.54816821 -28433.32085392 -28433.63423936 -28428.3072462 -28427.68077024 -28432.71191113 -28429.15955975 -28439.95243667 -28429.01532576 -28435.13395061 -28429.00353011 -28428.8118369 -28427.94864918 -28427.64394288 -28428.65139105 -28426.91369013 -28435.3010323 -28428.63728215 -28429.39476334] manylnprob(): p[0] = [ 1.32649218e+00 2.20272459e+00 9.34853597e-01 -9.03036204e-03 6.90035306e-03 -2.84882117e-04 9.19281114e-01 8.51637958e-01] main(): current acceptance fraction: 39.5770676692 MCMC took 86.233579 sec Running MCMC mcmc-default-064-015-665.pickle manylnprob(): lnp = [-28428.46988459 -28430.7503801 -28428.20800075 -28427.9571635 -28427.91808924 -28433.32528422 -28429.90986114 -28429.95650736 -28428.17168327 -28446.39015827 -28440.0010323 -28429.24913801 -28429.2780574 -28434.78625283 -28431.89951662 -28427.57282571 -28430.44877914 -28438.06112528 -28461.40701583 -28427.77579256 -28428.8462499 -28429.21886615 -28428.70299183 -28429.93920686 -28482.55718391 -28429.51925397 -28428.60831635 -28428.35958301 -28429.67857708 -28429.55642503 -28457.31129035 -28429.14941202 -28454.82826254 -28435.9492114 -28447.96650819 -28431.5099529 -28443.04601036 -28472.34910279 -28428.42961114 -28430.59775664 -28439.6917105 -28449.77602095 -28438.9311284 -28429.1466715 -28429.30551043 -28428.20520237 -28442.7919909 -28430.27645058 -28428.74760094 -28427.6306102 -28432.05758441 -28442.21301128 -28445.23718955 -28429.17434531 -28428.6385428 -28443.44729704 -28428.88905706 -28433.3391157 -28431.86610518 -28440.5341145 -28453.16990313 -28432.55899195 -28441.26876388 -28439.10160137] manylnprob(): p[0] = [ 1.32933753e+00 2.20820492e+00 9.38597923e-01 -8.87382398e-03 7.13123877e-03 -1.45617243e-04 9.18076078e-01 8.46143897e-01] main(): current acceptance fraction: 39.5669106607 MCMC took 87.756307 sec Running MCMC mcmc-default-064-015-666.pickle manylnprob(): lnp = [-28428.90907795 -28430.87467674 -28432.90675441 -28427.1270015 -28428.25758164 -28438.23959904 -28428.22986295 -28429.76791724 -28430.54467657 -28429.34046739 -28428.65845407 -28434.0753027 -28428.38956356 -28428.72221636 -28441.16675408 -28428.84461858 -28429.11169213 -28439.28704202 -28447.56053341 -28444.02009079 -28433.21156379 -28431.13138948 -28428.56497192 -28433.63764545 -28437.69230685 -28431.9602077 -28435.80504176 -28427.61563303 -28428.55851371 -28436.36623308 -28467.12933346 -28445.81033653 -28436.95762884 -28434.11143993 -28434.7749342 -28433.78373976 -28432.88130063 -28470.04902706 -28450.60589574 -28431.19605962 -28430.46525374 -28428.69926243 -28438.57418351 -28432.92376393 -28433.59318647 -28435.81958887 -28442.8201358 -28452.95550129 -28428.27914999 -28429.14508523 -28429.66377365 -28431.6161477 -28440.69761546 -28428.27685551 -28429.14529723 -28428.89146647 -28438.95146686 -28448.34715005 -28430.50269098 -28443.75847174 -28453.26074837 -28427.95793137 -28433.401295 -28441.45054495] manylnprob(): p[0] = [ 1.33038653e+00 2.21041750e+00 9.40094873e-01 -8.88583323e-03 7.08126754e-03 -1.73775567e-04 9.16497901e-01 8.51326566e-01] main(): current acceptance fraction: 39.5520989505 MCMC took 85.216424 sec Running MCMC mcmc-default-064-015-667.pickle manylnprob(): lnp = [-28428.94715273 -28430.37704954 -28430.76063677 -28436.21234836 -28430.13224929 -28458.37648021 -28428.13881191 -28429.50678019 -28427.86300845 -28432.1077682 -28438.55735238 -28429.23371995 -28429.61355817 -28428.55596344 -28447.37707674 -28428.73297876 -28431.25433105 -28428.75440955 -28432.71184315 -28427.93197089 -28431.55841088 -28431.31956747 -28429.21537971 -28434.77284996 -28441.22334312 -28442.49372741 -28436.31047927 -28443.85145467 -28428.70231361 -28429.41408805 -28430.35350647 -28431.65953476 -28450.6342573 -28427.87973593 -28430.99059103 -28454.8553936 -28431.7869397 -28515.19697848 -28434.38626264 -28428.57605311 -28431.22000878 -28448.27321474 -28434.10670709 -28428.75084547 -28441.65623873 -28427.64827972 -28444.35774592 -28447.86163953 -28428.80262657 -28428.34443577 -28429.66566122 -28428.87903956 -28436.14598182 -28429.77380869 -28434.63948946 -28432.4936071 -28428.19094592 -28431.96463222 -28431.43919193 -28429.69506997 -28427.70184918 -28429.77757319 -28428.03857247 -28433.58901733] manylnprob(): p[0] = [ 1.33121522e+00 2.21188085e+00 9.40979674e-01 -8.86279931e-03 7.10836443e-03 -1.61831471e-04 9.17361674e-01 8.54179774e-01] main(): current acceptance fraction: 39.5560441617 MCMC took 85.795341 sec Running MCMC mcmc-default-064-015-668.pickle manylnprob(): lnp = [-28432.16349594 -28438.27657297 -28429.28085196 -28428.92045639 -28433.77977073 -28436.35175507 -28428.68128336 -28444.35939542 -28427.98265553 -28429.51610582 -28428.16838433 -28432.0015521 -28428.84669876 -28432.49357012 -28432.75814863 -28428.81809037 -28442.71957167 -28440.89638876 -28442.0401182 -28429.78913806 -28434.11330769 -28450.06394707 -28428.05715513 -28443.2251338 -28436.89500924 -28449.96165073 -28429.42465144 -28435.51996554 -28428.43946955 -28428.10654006 -28439.99515581 -28456.17300851 -28433.48120793 -28434.41633026 -28450.37171826 -28429.60826284 -28429.46274605 -28436.05159844 -28429.96432211 -28453.68449451 -28430.80093896 -28438.45202299 -28428.79696776 -28427.44001905 -28430.36235021 -28427.40801116 -28428.61680039 -28429.74731898 -28432.80863873 -28427.9898279 -28429.59235036 -28428.03656183 -28439.50197535 -28430.17804549 -28429.71383833 -28440.76099936 -28428.77388615 -28433.79500458 -28434.13020673 -28436.07634376 -28430.03069371 -28444.17928479 -28443.08626903 -28428.82912923] manylnprob(): p[0] = [ 1.32581514e+00 2.20159659e+00 9.34590422e-01 -8.99707282e-03 6.95273523e-03 -2.55162496e-04 9.15860504e-01 8.34689905e-01] main(): current acceptance fraction: 39.5506352765 MCMC took 86.035703 sec Running MCMC mcmc-default-064-015-669.pickle manylnprob(): lnp = [-28427.71834346 -28428.19908161 -28427.88550455 -28428.84471923 -28433.43212828 -28438.97034718 -28431.2541482 -28443.19512972 -28427.78831498 -28429.05640853 -28427.92080042 -28431.67084719 -28428.22093758 -28440.5280754 -28443.28231715 -28428.91797089 -28430.21643981 -28427.40994148 -28429.52616676 -28441.50961842 -28433.88820214 -28436.54540009 -28428.58348366 -28477.77496142 -28437.09709623 -28429.54732974 -28430.38864555 -28430.7233264 -28441.23433068 -28428.34632291 -28437.87991936 -28441.90483116 -28429.84283518 -28429.00386375 -28456.84739533 -28429.89420271 -28438.53078841 -28429.89844637 -28431.53610106 -28431.79655435 -28430.33344286 -28455.88823249 -28428.89826647 -28427.92966802 -28445.95520374 -28434.75067925 -28431.55724126 -28436.35315675 -28427.71560892 -28428.60900691 -28432.72569193 -28430.10934099 -28452.34720157 -28431.46458646 -28432.51814617 -28429.71879736 -28428.85107695 -28440.44279931 -28429.77922296 -28432.54126636 -28442.16066803 -28428.73030804 -28430.56535257 -28446.55553197] manylnprob(): p[0] = [ 1.33602686e+00 2.22157061e+00 9.47158280e-01 -8.80721241e-03 7.11839556e-03 -1.27194720e-04 9.19113058e-01 8.44511999e-01] main(): current acceptance fraction: 39.5475746269 MCMC took 85.589855 sec Plotting trajectory traj-default-064-015-670.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-670.png Running MCMC mcmc-default-064-015-670.pickle manylnprob(): lnp = [-28431.31834365 -28432.04116225 -28428.08119606 -28434.58307057 -28430.15823003 -28443.6954102 -28430.42418914 -28442.17185007 -28427.79924434 -28436.38468409 -28428.54925534 -28432.06210928 -28443.9570044 -28432.02447869 -28440.90625994 -28439.57487151 -28438.8935147 -28428.6979447 -28444.98647018 -28429.14619034 -28430.77676227 -28430.11196198 -28428.61698398 -28443.40584331 -28428.31434845 -28429.35906287 -28430.31443579 -28428.12705869 -28433.87932771 -28430.21575016 -28432.2476638 -28429.48565663 -28430.54177365 -28435.82913292 -28447.44339876 -28429.73567657 -28431.41426843 -28430.47241823 -28431.95882958 -28444.06315144 -28428.62758866 -28427.35532621 -28429.52482273 -28427.69013881 -28437.20358604 -28430.74809531 -28438.09733922 -28429.74761047 -28427.33108477 -28429.46128974 -28429.75855743 -28429.07952184 -28442.61099211 -28443.19754821 -28429.02747183 -28431.18482391 -28428.56033384 -28439.44129677 -28429.70071671 -28437.37409319 -28431.80226333 -28444.98814129 -28427.97543803 -28428.93798261] manylnprob(): p[0] = [ 1.32746464e+00 2.20477773e+00 9.36432201e-01 -8.96064663e-03 6.97308901e-03 -2.35283306e-04 9.16233713e-01 8.45743222e-01] main(): current acceptance fraction: 39.5561661699 MCMC took 87.127779 sec Running MCMC mcmc-default-064-015-671.pickle manylnprob(): lnp = [-28428.13230716 -28431.90198276 -28427.49330078 -28428.89435215 -28431.35095258 -28465.69026471 -28434.425105 -28430.16163323 -28427.93947338 -28427.99623086 -28428.56126925 -28445.27336253 -28430.61671227 -28437.64289653 -28431.05860059 -28428.724514 -28457.12322924 -28438.08794766 -28447.13293572 -28435.31095174 -28427.8639993 -28431.57917129 -28433.92719444 -28448.22481324 -28429.19265962 -28448.77989834 -28433.41636438 -28427.18021813 -28428.02704716 -28428.35242584 -28438.7236718 -28428.02035424 -28432.01372883 -28429.48497977 -28431.31012688 -28432.89938291 -28429.46534243 -28432.81683105 -28429.97016976 -28428.80174439 -28429.96199825 -28428.06954525 -28429.29949256 -28436.05966912 -28438.92008103 -28430.81545952 -28434.7447301 -28431.44764053 -28436.28786074 -28428.82824081 -28429.4906505 -28438.43384978 -28433.87785486 -28427.87853397 -28428.16029626 -28430.84744167 -28428.45049796 -28443.65286987 -28429.89019225 -28437.87020169 -28471.07767248 -28428.59710761 -28429.5972606 -28428.56017388] manylnprob(): p[0] = [ 1.33081851e+00 2.21136978e+00 9.40814868e-01 -8.87365908e-03 7.08855000e-03 -1.67644537e-04 9.14265102e-01 8.50686898e-01] main(): current acceptance fraction: 39.562406994 MCMC took 88.222339 sec Running MCMC mcmc-default-064-015-672.pickle manylnprob(): lnp = [-28428.24909552 -28457.56284955 -28440.39647936 -28431.73700297 -28443.64624401 -28465.33989868 -28440.40980919 -28428.39610462 -28429.95331723 -28427.75127163 -28428.16550529 -28430.05739913 -28428.16173619 -28429.70938318 -28429.51199059 -28428.7117932 -28447.97318787 -28428.53384398 -28429.74523714 -28448.60271803 -28428.83666735 -28429.56921561 -28436.14861445 -28432.15155788 -28437.06601035 -28428.01670302 -28437.11029067 -28446.44383455 -28429.17622257 -28440.35803712 -28431.67694855 -28429.9241862 -28464.69293329 -28448.19674006 -28459.12735442 -28452.51566119 -28429.36205562 -28430.15968096 -28428.29470439 -28432.34510239 -28438.73236547 -28427.92378706 -28428.28974475 -28428.03450212 -28429.41105674 -28429.14068187 -28434.30003995 -28458.46990584 -28428.99064149 -28430.56584709 -28434.56550895 -28428.3314893 -28439.6237179 -28427.96724611 -28429.67302895 -28430.8284276 -28431.10341435 -28452.54903725 -28434.70716223 -28431.15213264 -28430.59295513 -28438.56667291 -28428.37027127 -28428.08056546] manylnprob(): p[0] = [ 1.33110940e+00 2.21201307e+00 9.41216507e-01 -8.89142524e-03 7.04759843e-03 -1.87508271e-04 9.14040265e-01 8.53077369e-01] main(): current acceptance fraction: 39.5709509658 MCMC took 86.65529 sec Running MCMC mcmc-default-064-015-673.pickle manylnprob(): lnp = [-28435.26615444 -28466.93282925 -28431.15733549 -28443.50502315 -28429.75197385 -28451.30085148 -28433.10348541 -28440.18370234 -28427.97316391 -28432.01129386 -28428.98276119 -28430.5408758 -28449.42521792 -28427.18374214 -28435.79625648 -28466.3820786 -28427.37834522 -28428.3788994 -28434.56182161 -28430.76333199 -28428.85303741 -28445.35267142 -28428.29658697 -28444.67204478 -28428.45370216 -28432.39950019 -28429.98296169 -28428.73205281 -28429.92277603 -28429.19499933 -28428.63696438 -28428.60722632 -28447.85211384 -28434.00318508 -28444.83166783 -28429.76757235 -28429.26508319 -28433.59248039 -28428.42401888 -28428.39953164 -28434.10017358 -28427.48445548 -28427.77091569 -28428.25859908 -28428.08232036 -28429.1481414 -28431.23190573 -28450.4210501 -28432.97985514 -28431.63387988 -28433.42556503 -28430.71399529 -28444.41596963 -28427.66371814 -28434.46374526 -28438.72021429 -28430.65322311 -28445.1439913 -28447.18865356 -28429.56809128 -28443.12488216 -28435.28698681 -28429.27559405 -28440.27959756] manylnprob(): p[0] = [ 1.32903236e+00 2.20733544e+00 9.38930921e-01 -8.93823281e-03 7.02027890e-03 -2.07319382e-04 9.14981967e-01 8.55234836e-01] main(): current acceptance fraction: 39.556287092 MCMC took 86.277705 sec Running MCMC mcmc-default-064-015-674.pickle manylnprob(): lnp = [-28428.72159982 -28432.58633274 -28427.99418093 -28430.6809724 -28441.05196412 -28442.91318862 -28435.28461315 -28437.06199088 -28428.72443008 -28452.88401292 -28433.60624746 -28429.77876682 -28428.11325766 -28430.30132184 -28429.13318902 -28457.94058252 -28426.90621309 -28438.95984046 -28441.17127109 -28457.35780867 -28427.86474256 -28430.70388561 -28436.18594481 -28431.65104486 -28445.37214439 -28449.16901331 -28429.34984167 -28433.54749638 -28434.79772994 -28427.59829795 -28431.58499914 -28439.27869294 -28431.34830972 -28444.70745149 -28440.95706936 -28430.73530835 -28430.60628408 -28429.24227327 -28428.52329589 -28428.24175768 -28429.9102609 -28440.25171034 -28428.86401941 -28427.39453432 -28428.41886094 -28428.57241328 -28428.36184897 -28433.09050543 -28434.2347577 -28429.19200324 -28428.20607726 -28437.81401227 -28434.80996856 -28437.30004447 -28429.01338279 -28446.12844776 -28429.78863114 -28448.5633993 -28429.8251589 -28432.45102209 -28451.75784863 -28428.77212464 -28429.49380531 -28427.52033615] manylnprob(): p[0] = [ 1.32857814e+00 2.20695043e+00 9.38049131e-01 -8.89291413e-03 7.10203849e-03 -1.63894565e-04 9.14100656e-01 8.48336367e-01] main(): current acceptance fraction: 39.5625 MCMC took 86.192126 sec Running MCMC mcmc-default-064-015-675.pickle manylnprob(): lnp = [-28429.92917649 -28456.24034399 -28466.67230558 -28429.541907 -28428.3999764 -28438.87218302 -28437.60145165 -28429.07345958 -28428.97824839 -28432.2913045 -28437.48957396 -28429.43501055 -28445.24537323 -28436.21613255 -28433.09545227 -28428.72275607 -28427.78272895 -28428.30481478 -28444.47640339 -28529.78269022 -28428.43188171 -28439.27567709 -28429.86136676 -28430.94371226 -28428.29232966 -28451.38528161 -28433.15951634 -28472.50145472 -28444.10208404 -28435.2335199 -28454.31747641 -28428.39093825 -28441.30087665 -28428.9925823 -28444.18292893 -28427.93295434 -28429.43625104 -28433.01401128 -28430.60136503 -28428.24248816 -28429.67197206 -28427.36914746 -28438.32396328 -28427.15960157 -28428.04299967 -28428.50175156 -28429.00858109 -28431.69247527 -28430.3733144 -28453.59188952 -28427.91689156 -28430.67614218 -28439.89683391 -28429.0832271 -28428.33543381 -28429.94274093 -28443.55373142 -28430.98463514 -28429.67386952 -28439.4908676 -28468.53215216 -28447.18278422 -28431.49279649 -28429.80079057] manylnprob(): p[0] = [ 1.32711199e+00 2.20403911e+00 9.36149677e-01 -8.91366804e-03 7.07330935e-03 -1.83128638e-04 9.10685240e-01 8.58896175e-01] main(): current acceptance fraction: 39.5502034024 MCMC took 86.039671 sec Running MCMC mcmc-default-064-015-676.pickle manylnprob(): lnp = [-28431.46061398 -28429.32501745 -28428.45762022 -28430.56403916 -28429.50629208 -28458.53442298 -28474.60496279 -28431.51486159 -28428.66416115 -28429.15255249 -28432.50919646 -28429.57220102 -28427.40846463 -28447.26855575 -28430.98184622 -28429.26364502 -28428.0635534 -28428.51874406 -28428.50298011 -28476.90108392 -28428.6720246 -28446.80499422 -28428.51603444 -28429.20027149 -28432.10841561 -28449.95333532 -28428.16513752 -28440.76064564 -28435.11170093 -28454.36115944 -28430.48396298 -28440.48112117 -28430.42200337 -28442.39972056 -28431.01055354 -28430.30540394 -28437.09422764 -28429.49725052 -28430.36614156 -28433.76223081 -28429.81879606 -28429.29768114 -28439.59826267 -28428.07235892 -28427.41816685 -28443.69154872 -28427.57536143 -28453.74739558 -28432.27287441 -28429.47180657 -28429.28361737 -28429.86572268 -28469.15347875 -28427.70114991 -28427.9645553 -28428.91466766 -28431.61073555 -28430.63411198 -28431.26548993 -28435.5519675 -28443.13692983 -28447.54205605 -28468.26447395 -28431.85174171] manylnprob(): p[0] = [ 1.32497549e+00 2.19973702e+00 9.33481253e-01 -8.95455129e-03 7.01528576e-03 -2.11060843e-04 9.09259443e-01 8.64565589e-01] main(): current acceptance fraction: 39.5471750369 MCMC took 85.582321 sec Running MCMC mcmc-default-064-015-677.pickle manylnprob(): lnp = [-28428.96118245 -28429.68274745 -28440.35466687 -28428.38582412 -28432.84641822 -28437.30386561 -28434.49830869 -28431.84253154 -28428.90469603 -28428.32097455 -28429.12820401 -28429.6727954 -28432.18216848 -28430.67962255 -28431.03278846 -28432.29293802 -28428.42013527 -28427.57330453 -28432.06768962 -28433.34735279 -28428.48147136 -28430.48453363 -28428.06374911 -28442.70260618 -28433.36177888 -28429.83124527 -28433.0985207 -28447.15852213 -28427.33115634 -28469.52332026 -28459.81127695 -28444.37956649 -28429.66958346 -28441.57677547 -28442.79009714 -28430.43526316 -28443.24406946 -28430.0794033 -28449.34080411 -28432.58077137 -28437.51778285 -28461.57920363 -28429.29955848 -28428.06206307 -28428.80642829 -28436.76191476 -28428.39607221 -28429.59305775 -28440.05866943 -28439.15759897 -28431.16006952 -28433.09695165 -28433.34555854 -28428.6836853 -28428.10184024 -28440.39366262 -28443.47280923 -28428.33279985 -28429.60680709 -28432.21786475 -28429.89029106 -28429.56478273 -28454.44167917 -28428.26883483] manylnprob(): p[0] = [ 1.32851555e+00 2.20665615e+00 9.37986880e-01 -8.87332576e-03 7.10022104e-03 -1.53990801e-04 9.11551778e-01 8.59881185e-01] main(): current acceptance fraction: 39.5533738938 MCMC took 85.696961 sec Running MCMC mcmc-default-064-015-678.pickle manylnprob(): lnp = [-28429.9891943 -28430.09201552 -28429.3352966 -28428.13536269 -28433.20940396 -28430.30107804 -28432.03016046 -28439.84286334 -28427.47172039 -28430.88864362 -28431.44792209 -28435.15967745 -28427.83635209 -28428.2069942 -28430.8291636 -28436.65880472 -28428.72708986 -28427.38019151 -28459.24529011 -28599.01795585 -28431.9294702 -28447.61888168 -28430.50375005 -28430.0300871 -28450.89369198 -28429.57838763 -28428.26039242 -28432.0725136 -28429.77176942 -28442.770954 -28451.52693719 -28429.86020493 -28434.6308234 -28427.74175854 -28438.64203473 -28445.53270866 -28453.57030692 -28428.77722411 -28429.82573718 -28428.23142629 -28436.02564164 -28434.12361547 -28429.58182472 -28429.69733894 -28427.9352446 -28429.46643325 -28433.88073958 -28428.25156953 -28429.27354004 -28428.25382764 -28433.01766722 -28435.93564701 -28448.66712584 -28433.7524191 -28428.85774118 -28428.56013733 -28436.88963892 -28434.84471214 -28430.27968931 -28442.77558094 -28431.20746306 -28430.18744612 -28432.28778752 -28430.7996875 ] manylnprob(): p[0] = [ 1.32731657e+00 2.20423069e+00 9.36461314e-01 -8.89306031e-03 7.07996838e-03 -1.64879348e-04 9.11537673e-01 8.61503359e-01] main(): current acceptance fraction: 39.5526509573 MCMC took 85.610342 sec Running MCMC mcmc-default-064-015-679.pickle manylnprob(): lnp = [-28429.6527486 -28429.03165296 -28427.7434338 -28428.38918309 -28431.82882567 -28431.95887712 -28431.35293166 -28440.3959779 -28429.89713584 -28450.48719832 -28428.86450163 -28431.79636098 -28428.09674976 -28429.64329055 -28438.79212148 -28428.78432561 -28435.68533989 -28427.94658609 -28432.95157269 -28452.06858324 -28437.61612951 -28429.28850821 -28435.01810578 -28428.81940982 -28429.78222997 -28454.53422078 -28435.67959431 -28432.11478143 -28429.7909476 -28448.20129915 -28451.00947573 -28438.48786021 -28464.79173803 -28433.68373657 -28429.51509971 -28429.01004866 -28434.68532289 -28433.71119748 -28432.04393163 -28432.30056209 -28432.41827167 -28429.48095609 -28427.67355269 -28430.08384011 -28429.99763495 -28428.90833312 -28428.40581803 -28434.16791735 -28440.65374189 -28428.81428243 -28427.7844797 -28430.38163313 -28430.38355743 -28429.01137649 -28428.56081583 -28428.56894924 -28432.07310459 -28428.87460861 -28432.65815746 -28435.88011179 -28428.36516993 -28428.22477256 -28429.03277084 -28447.87138712] manylnprob(): p[0] = [ 1.32941786e+00 2.20826828e+00 9.38960758e-01 -8.87513906e-03 7.08521812e-03 -1.58482375e-04 9.13148687e-01 8.56909843e-01] main(): current acceptance fraction: 39.5565257353 MCMC took 85.666148 sec Plotting trajectory traj-default-064-015-680.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-680.png Running MCMC mcmc-default-064-015-680.pickle manylnprob(): lnp = [-28427.39215937 -28442.21464466 -28435.32836757 -28427.80895802 -28430.64579176 -28445.42412262 -28431.00483813 -28450.69695729 -28428.1711557 -28434.62470026 -28428.99091091 -28441.63679597 -28428.38493235 -28446.85315241 -28430.34410174 -28445.51564968 -28427.55691614 -28436.87189828 -28461.11630892 -28432.02425132 -28428.55712246 -28428.39730989 -28430.54764053 -28433.00284397 -28436.25162009 -28435.98502863 -28427.49709378 -28428.46012052 -28446.90213561 -28463.97267443 -28438.39463916 -28429.8371154 -28448.94713752 -28427.0396502 -28443.02125752 -28428.48504451 -28436.35456926 -28449.84899666 -28429.01933011 -28428.6613109 -28428.71094805 -28435.83115091 -28427.65130705 -28438.69028466 -28430.00368447 -28427.92953067 -28428.65691785 -28431.50621575 -28429.33873652 -28428.94488112 -28427.82671517 -28430.45176926 -28432.0839677 -28431.50709173 -28428.25791905 -28438.13917252 -28429.32598755 -28427.74893223 -28434.66822691 -28440.76708181 -28452.79856951 -28428.11028975 -28451.67009932 -28432.63037086] manylnprob(): p[0] = [ 1.33469113e+00 2.21868597e+00 9.45607246e-01 -8.77199501e-03 7.23280477e-03 -7.78215641e-05 9.14862492e-01 8.63250312e-01] main(): current acceptance fraction: 39.5466226138 MCMC took 85.501462 sec Running MCMC mcmc-default-064-015-681.pickle manylnprob(): lnp = [-28434.53544278 -28428.46697182 -28429.11394471 -28428.24919404 -28430.72675296 -28438.88458339 -28428.8865816 -28443.45574645 -28430.26405485 -28428.75043113 -28439.73606853 -28437.44941811 -28429.30798372 -28430.3703432 -28463.35756846 -28436.06963159 -28431.72581561 -28440.16695383 -28443.44908856 -28448.2633718 -28433.31655033 -28429.32042597 -28435.49255669 -28447.25017211 -28430.69574089 -28428.76010812 -28429.26954655 -28436.01853456 -28428.62859648 -28430.48316052 -28434.68117977 -28430.19214101 -28440.25031544 -28433.58318903 -28429.79661591 -28430.89727583 -28430.18883456 -28431.56048342 -28428.01836584 -28429.02037867 -28431.07620521 -28429.86197353 -28427.88758722 -28433.29812949 -28429.65958594 -28428.2231916 -28427.80670671 -28433.87818719 -28428.28957423 -28431.05538742 -28428.48954626 -28428.27088968 -28443.54663431 -28439.78416563 -28429.21247667 -28428.32078751 -28427.91069297 -28429.63575028 -28432.82930847 -28434.44958717 -28430.80564611 -28427.46490243 -28428.18905682 -28430.75649876] manylnprob(): p[0] = [ 1.32623697e+00 2.20167295e+00 9.35082794e-01 -8.93626914e-03 7.01464005e-03 -1.97038042e-04 9.13402321e-01 8.56809322e-01] main(): current acceptance fraction: 39.5527859238 MCMC took 84.574616 sec Running MCMC mcmc-default-064-015-682.pickle manylnprob(): lnp = [-28429.55862136 -28428.49613668 -28429.53594961 -28428.16289511 -28434.86771907 -28429.30505233 -28438.5581516 -28431.93726515 -28435.26620794 -28437.63204691 -28427.08403453 -28440.82564579 -28466.37371207 -28433.85794308 -28428.4692027 -28442.08961883 -28427.79702978 -28426.99799667 -28441.13488694 -28428.88962481 -28428.94972112 -28439.43149446 -28430.9667495 -28447.58936166 -28446.17655671 -28433.20558795 -28432.01020555 -28428.36800722 -28428.38223338 -28430.5725932 -28467.07860357 -28440.72642763 -28440.96909533 -28428.34417401 -28447.68261374 -28428.942376 -28452.77873122 -28456.19246488 -28428.14923136 -28428.25442975 -28448.73935362 -28439.46793876 -28427.63130572 -28429.80693343 -28440.23269888 -28427.59604859 -28428.45030186 -28427.97419409 -28430.02701586 -28434.0491165 -28429.99112621 -28431.51660294 -28429.9272771 -28429.24034406 -28431.15159209 -28429.14651061 -28438.71468757 -28430.70858465 -28439.01656366 -28470.55198978 -28461.18476856 -28430.83914857 -28428.47270727 -28432.20284465] manylnprob(): p[0] = [ 1.32976552e+00 2.20898366e+00 9.39424982e-01 -8.87622659e-03 7.07845415e-03 -1.60558103e-04 9.13746067e-01 8.55021311e-01] main(): current acceptance fraction: 39.5543557833 MCMC took 85.528684 sec Running MCMC mcmc-default-064-015-683.pickle manylnprob(): lnp = [-28437.19704561 -28440.67285932 -28428.86851576 -28430.59189797 -28440.34658219 -28436.32353955 -28432.1694689 -28444.72220436 -28429.87080878 -28428.1836363 -28428.67555562 -28442.68831305 -28430.99038376 -28428.78656381 -28429.04758064 -28436.46812215 -28427.97409345 -28427.57934382 -28429.47247755 -28445.80744715 -28428.19370022 -28429.62113202 -28429.8359903 -28438.18796743 -28463.11175767 -28434.49014447 -28433.57126466 -28429.16499179 -28429.01037224 -28430.8086636 -28439.51360291 -28428.78450476 -28459.74676745 -28427.92505522 -28445.28693776 -28430.83787205 -28428.71296556 -28431.11014539 -28427.91925505 -28456.02606181 -28428.64827329 -28429.33632217 -28427.97171768 -28428.86993234 -28431.76147806 -28428.01144555 -28432.1202265 -28428.78397961 -28431.19898811 -28430.7213119 -28431.00557271 -28469.01901992 -28441.12622808 -28434.90517417 -28429.3912038 -28463.60047982 -28427.93249274 -28438.19226255 -28436.79433386 -28455.13077441 -28450.61928789 -28429.79782695 -28428.46289274 -28428.5199692 ] manylnprob(): p[0] = [ 1.32408768e+00 2.19751721e+00 9.32649228e-01 -8.94605705e-03 7.01437542e-03 -2.06309809e-04 9.05586252e-01 8.66741558e-01] main(): current acceptance fraction: 39.5604897661 MCMC took 86.007916 sec Running MCMC mcmc-default-064-015-684.pickle manylnprob(): lnp = [-28427.83992276 -28430.88151662 -28433.37165953 -28437.05722973 -28447.67984391 -28431.72915836 -28440.60593 -28432.06349204 -28428.24195502 -28442.39782874 -28432.81024499 -28445.74522488 -28429.21450181 -28428.55461531 -28428.84865215 -28437.31808598 -28433.91928826 -28427.46733916 -28428.8624663 -28428.73604699 -28430.70654909 -28433.8868077 -28449.62843794 -28430.47903688 -28457.83764593 -28448.49106604 -28450.04994531 -28431.99574144 -28447.52791961 -28430.1994378 -28431.62256395 -28428.03319117 -28435.47079178 -28429.00542391 -28432.77317031 -28429.56827769 -28430.56138136 -28432.68793503 -28428.00334475 -28434.27732125 -28429.35788283 -28433.20809524 -28430.23528787 -28431.52024039 -28435.74042386 -28432.33542649 -28428.63451591 -28427.2522047 -28463.88573168 -28428.48830325 -28429.97434956 -28430.14861613 -28429.36283338 -28428.32646626 -28439.97117499 -28439.04599996 -28431.54943089 -28433.49067787 -28432.57153352 -28431.63004004 -28430.64920963 -28433.70042766 -28431.83791983 -28427.65436989] manylnprob(): p[0] = [ 1.33296426e+00 2.21542897e+00 9.43474698e-01 -8.83952792e-03 7.11034335e-03 -1.38718898e-04 9.13524235e-01 8.59530785e-01] main(): current acceptance fraction: 39.5597627737 MCMC took 85.957904 sec Running MCMC mcmc-default-064-015-685.pickle manylnprob(): lnp = [-28427.66016689 -28429.60709292 -28433.26364727 -28437.48313779 -28431.8636338 -28435.88239848 -28443.03011026 -28446.41337171 -28435.03347498 -28428.34045584 -28432.94365432 -28430.4463325 -28450.54195733 -28439.89438224 -28427.55880509 -28428.47076844 -28427.67895813 -28427.76226041 -28433.46673701 -28428.0478864 -28432.49234236 -28429.0067755 -28448.69623729 -28430.96816242 -28429.37710303 -28429.79567958 -28440.65950167 -28431.43281621 -28433.49038719 -28436.52576903 -28440.32050971 -28428.55118807 -28432.02408743 -28428.95266421 -28445.12578874 -28429.62520326 -28429.94321023 -28479.22583824 -28435.49746714 -28428.85694034 -28428.77891283 -28447.8249116 -28433.91617061 -28437.43840169 -28429.9533388 -28433.93067039 -28428.09483642 -28428.87350417 -28431.43662562 -28434.35484347 -28438.16644986 -28451.50219677 -28440.50002975 -28430.77909127 -28429.25789225 -28429.65986581 -28429.87280171 -28429.70626475 -28429.18440716 -28428.65606628 -28428.70369198 -28428.91898039 -28430.14629778 -28430.34685985] manylnprob(): p[0] = [ 1.33404925e+00 2.21767545e+00 9.44908550e-01 -8.82728812e-03 7.12999396e-03 -1.27628260e-04 9.14780891e-01 8.59698654e-01] main(): current acceptance fraction: 39.5658709913 MCMC took 84.913743 sec Running MCMC mcmc-default-064-015-686.pickle manylnprob(): lnp = [-28428.59885661 -28441.65537605 -28430.1129708 -28436.20541377 -28445.64746945 -28430.69684862 -28431.82264489 -28449.30848384 -28428.60282063 -28428.45294188 -28430.05183497 -28429.81264938 -28429.35694152 -28427.63938819 -28428.1590328 -28428.19301346 -28427.77049076 -28428.7023581 -28433.90931595 -28427.80306553 -28428.70467566 -28428.74869795 -28439.2624798 -28429.64995006 -28428.73110229 -28428.32289353 -28456.22149667 -28451.43399426 -28428.80253235 -28430.94709138 -28432.04793652 -28428.12692755 -28440.70358477 -28429.50477449 -28456.11787898 -28433.97601162 -28429.33657994 -28431.10287615 -28442.98338254 -28428.5826411 -28428.66980661 -28439.08088146 -28447.8487512 -28435.02072854 -28429.68806452 -28446.06151228 -28428.75762541 -28427.54837293 -28429.17282689 -28493.14914064 -28431.23462139 -28435.2530798 -28432.28456906 -28433.4193298 -28431.01894181 -28429.93326904 -28429.35891076 -28428.15802377 -28430.16073134 -28432.61639468 -28431.14529902 -28430.44920012 -28453.89617391 -28430.88284534] manylnprob(): p[0] = [ 1.33213764e+00 2.21395870e+00 9.42610368e-01 -8.85868352e-03 7.11098075e-03 -1.37240640e-04 9.14045113e-01 8.57522908e-01] main(): current acceptance fraction: 39.5560407569 MCMC took 85.666719 sec Running MCMC mcmc-default-064-015-687.pickle manylnprob(): lnp = [-28429.44071315 -28440.58132796 -28435.87197038 -28429.52308428 -28437.92881917 -28429.26896711 -28431.44839468 -28446.29967419 -28430.43638358 -28430.21969657 -28429.12773454 -28429.79287906 -28429.08563495 -28428.53264572 -28429.16410148 -28428.52990653 -28428.47431762 -28438.9037089 -28453.11867475 -28428.31929244 -28434.10286076 -28437.49802806 -28431.68695565 -28430.99927414 -28433.8084211 -28434.42270807 -28448.76139857 -28434.65587486 -28430.04319642 -28430.50094119 -28437.16206757 -28444.30835761 -28433.07944105 -28434.68353114 -28446.55467581 -28446.95483631 -28429.24734556 -28429.73946367 -28427.17404369 -28428.64962192 -28428.85232909 -28430.22185611 -28445.8317086 -28446.57812464 -28430.16824255 -28428.25371276 -28436.33304691 -28427.7967582 -28430.48284644 -28432.23472834 -28433.15829886 -28441.00373974 -28436.0880301 -28429.19931137 -28431.31719975 -28431.03041546 -28432.92503061 -28433.25725759 -28429.74782769 -28441.69553597 -28457.17338137 -28451.12548621 -28428.63663651 -28429.38270479] manylnprob(): p[0] = [ 1.32894218e+00 2.20760416e+00 9.38635325e-01 -8.89934264e-03 7.09626190e-03 -1.53027271e-04 9.13470494e-01 8.61512374e-01] main(): current acceptance fraction: 39.5621366279 MCMC took 85.481161 sec Running MCMC mcmc-default-064-015-688.pickle manylnprob(): lnp = [-28429.23241915 -28429.64264745 -28453.15857188 -28429.58230388 -28451.11144332 -28433.27633215 -28431.13189344 -28429.93491138 -28428.35818291 -28435.59929125 -28446.91879371 -28429.34038907 -28435.69518706 -28441.27435966 -28428.23741985 -28428.56101299 -28429.94130994 -28428.69899844 -28435.63550101 -28432.17726734 -28433.23370533 -28451.5854141 -28435.6961274 -28454.38274979 -28429.66601623 -28429.21187611 -28440.49535644 -28430.92525995 -28428.61785568 -28436.79446275 -28453.81545373 -28428.49003251 -28433.86674568 -28429.71977438 -28441.42001353 -28441.91561666 -28428.51591601 -28431.98214726 -28428.17274814 -28428.47835342 -28438.343888 -28437.74104069 -28437.55489088 -28432.87746497 -28456.33123344 -28430.09059188 -28430.52476887 -28428.65685217 -28429.06831247 -28429.59258817 -28433.08361946 -28447.54941637 -28434.01757266 -28429.22931139 -28429.92530663 -28429.70266904 -28430.04532299 -28434.6390891 -28447.71069591 -28437.25007887 -28431.10377411 -28428.69171313 -28430.05977001 -28428.30288158] manylnprob(): p[0] = [ 1.32958826e+00 2.20885102e+00 9.39320800e-01 -8.88367739e-03 7.11355546e-03 -1.39792522e-04 9.13055260e-01 8.59959298e-01] main(): current acceptance fraction: 39.5636792453 MCMC took 85.544852 sec Running MCMC mcmc-default-064-015-689.pickle manylnprob(): lnp = [-28433.15690836 -28439.3880166 -28462.95832035 -28436.32391231 -28443.88816252 -28432.2664815 -28444.60349567 -28446.34847382 -28430.45624595 -28457.22339497 -28447.64159615 -28438.05396176 -28430.20706735 -28430.18507824 -28429.16335394 -28437.23502187 -28429.24901311 -28428.02359234 -28433.08877157 -28431.43918557 -28430.38822515 -28451.81437504 -28439.33466635 -28434.71368768 -28434.25138849 -28430.04557253 -28438.21435815 -28441.91664515 -28429.80536735 -28428.3839428 -28444.34482693 -28429.03565419 -28432.42203589 -28428.31907723 -28460.34426529 -28432.48322947 -28430.46749991 -28450.72404334 -28427.92295595 -28447.02898722 -28436.36847263 -28428.68836166 -28437.71971288 -28439.97591404 -28444.16133985 -28430.39335631 -28429.69218314 -28428.09068599 -28429.78688541 -28447.83128254 -28440.88378513 -28431.53523439 -28433.02762163 -28428.57014748 -28430.64444987 -28429.46983633 -28429.71862143 -28433.16154168 -28435.67336442 -28431.29867406 -28430.33070469 -28429.16781059 -28429.52862619 -28431.12910747] manylnprob(): p[0] = [ 1.33268395e+00 2.21567209e+00 9.43924398e-01 -8.95196387e-03 6.92366283e-03 -2.24128550e-04 9.15759110e-01 8.47973311e-01] main(): current acceptance fraction: 39.5652173913 MCMC took 85.777652 sec Plotting trajectory traj-default-064-015-690.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-690.png Running MCMC mcmc-default-064-015-690.pickle manylnprob(): lnp = [-28432.37729477 -28432.93951561 -28476.23417573 -28429.43334137 -28430.63602615 -28437.09956044 -28428.65631989 -28445.58370551 -28436.64525878 -28430.26140522 -28430.03476049 -28429.77208188 -28459.38958031 -28429.8903103 -28429.23264478 -28434.35078161 -28435.24347046 -28429.2994774 -28450.7832183 -28439.38580438 -28429.65253717 -28430.83250306 -28433.13913809 -28431.97806047 -28438.15375165 -28451.4117456 -28430.05148298 -28431.07356136 -28429.78252111 -28432.40079629 -28453.59098309 -28428.75936147 -28431.7708308 -28429.97052911 -28429.06448666 -28440.71940296 -28430.81713945 -28469.78805472 -28435.93340712 -28430.64860071 -28428.84992737 -28456.33899897 -28437.24643616 -28443.32548725 -28446.11929476 -28448.38374829 -28431.8005788 -28428.0662596 -28440.22760487 -28457.61648475 -28430.68335068 -28442.32762534 -28432.38006956 -28434.12995257 -28445.4511261 -28431.9535144 -28429.24571412 -28430.35439053 -28431.37286226 -28428.00960897 -28437.29252792 -28433.6753871 -28428.30152592 -28440.50113714] manylnprob(): p[0] = [ 1.32703592e+00 2.20354323e+00 9.35797528e-01 -8.89662412e-03 7.11687665e-03 -1.36190676e-04 9.04714304e-01 8.89820210e-01] main(): current acceptance fraction: 39.5644898698 MCMC took 84.443067 sec Running MCMC mcmc-default-064-015-691.pickle manylnprob(): lnp = [-28429.33066916 -28446.72700096 -28497.85867426 -28460.18496552 -28430.08587438 -28433.89121713 -28431.07285166 -28428.99663696 -28430.58819098 -28436.60421576 -28429.42809521 -28429.04732894 -28427.32106216 -28428.61657512 -28429.14863095 -28427.91682893 -28428.70984563 -28429.38672007 -28448.00321906 -28430.83057604 -28435.81062099 -28431.94804454 -28430.01048052 -28428.70100655 -28429.18651766 -28428.15701601 -28428.76314277 -28429.39864795 -28429.92414415 -28431.34253169 -28429.96826887 -28427.93781432 -28442.19324089 -28429.19171496 -28430.02040543 -28448.45786449 -28428.26394833 -28449.14454856 -28428.20773036 -28428.86360246 -28430.38217092 -28430.16989766 -28434.05408666 -28441.69282348 -28432.96092537 -28430.38388781 -28430.81861827 -28427.96238584 -28430.91311805 -28432.18970952 -28428.34680572 -28429.77349096 -28438.41484568 -28429.0447535 -28427.97272381 -28429.18260443 -28429.2048976 -28429.50036548 -28429.1884921 -28428.75023945 -28431.14911813 -28440.08211351 -28441.89477936 -28429.35667431] manylnprob(): p[0] = [ 1.33057154e+00 2.21038164e+00 9.39990050e-01 -8.77807434e-03 7.26870105e-03 -6.23635507e-05 9.05290373e-01 8.50460950e-01] main(): current acceptance fraction: 39.5750541908 MCMC took 85.525275 sec Running MCMC mcmc-default-064-015-692.pickle manylnprob(): lnp = [-28438.42068408 -28429.89887946 -28430.53480611 -28431.83023612 -28430.06197753 -28458.8522547 -28429.70597881 -28429.45245561 -28438.82419906 -28437.53367255 -28449.90282852 -28428.3410032 -28435.72608098 -28427.61441127 -28427.96204622 -28434.95057372 -28428.2894643 -28447.90119574 -28432.48224828 -28441.4385976 -28431.43120294 -28449.52189088 -28442.16544549 -28436.20165914 -28435.57160938 -28433.10357299 -28434.60769036 -28434.2027579 -28433.06595886 -28442.93034339 -28430.96966059 -28450.03061392 -28440.01539297 -28429.13011068 -28432.42838718 -28428.77313988 -28429.35415215 -28469.63275707 -28436.09095128 -28428.52133629 -28446.9025743 -28429.61104752 -28440.1334902 -28429.1000978 -28432.38681284 -28434.14749922 -28430.59803031 -28431.74307919 -28433.75622027 -28431.72602863 -28430.07032669 -28434.33190997 -28442.09852141 -28428.17227879 -28429.8345759 -28429.40308444 -28435.48030322 -28439.26533723 -28427.90454624 -28429.42127515 -28428.76745796 -28428.64903215 -28429.16702439 -28429.66887854] manylnprob(): p[0] = [ 1.31795626e+00 2.18380215e+00 9.22813584e-01 -8.78940830e-03 7.47519199e-03 1.83020519e-05 8.92964700e-01 8.52928086e-01] main(): current acceptance fraction: 39.5720598846 MCMC took 84.380892 sec Running MCMC mcmc-default-064-015-693.pickle manylnprob(): lnp = [-28429.8621775 -28428.54118796 -28435.99689789 -28462.4438459 -28431.65380198 -28430.24874084 -28429.00823337 -28441.23353336 -28428.50277152 -28434.51598149 -28432.33698347 -28440.2042738 -28467.31798721 -28441.92419293 -28431.0255386 -28428.65241974 -28428.27709874 -28428.91791742 -28429.96264342 -28429.61101274 -28431.40643082 -28430.33386915 -28429.36768023 -28428.63902248 -28428.31193323 -28432.7370515 -28433.49771797 -28439.35876661 -28447.11358874 -28432.19399385 -28430.06179407 -28427.78282313 -28468.05929422 -28445.6704118 -28436.83473298 -28431.36961206 -28450.46237986 -28437.17859662 -28428.35637452 -28428.7736545 -28430.31266091 -28455.244657 -28464.21001746 -28441.0877578 -28430.81398278 -28439.90292982 -28430.22322846 -28435.38743965 -28430.54146466 -28486.05471478 -28432.52243522 -28434.8204512 -28430.38222943 -28428.92425188 -28429.81087625 -28457.27167354 -28429.21587957 -28429.47782092 -28428.40551493 -28437.82702427 -28428.37100758 -28429.14667993 -28446.12159106 -28431.42774357] manylnprob(): p[0] = [ 1.32937157e+00 2.20806072e+00 9.38567133e-01 -8.81830944e-03 7.21717274e-03 -8.74200425e-05 9.05094858e-01 8.63819251e-01] main(): current acceptance fraction: 39.553314121 MCMC took 84.951348 sec Running MCMC mcmc-default-064-015-694.pickle manylnprob(): lnp = [-28434.62848808 -28436.64655738 -28446.89497812 -28429.79606759 -28430.52365431 -28436.22266601 -28429.1695667 -28434.19240079 -28428.63381005 -28445.37624228 -28434.46374253 -28440.69678592 -28428.17541211 -28427.6612865 -28447.85863258 -28435.50319181 -28439.24726133 -28428.60132438 -28428.55439811 -28428.29464481 -28434.84145747 -28430.93560122 -28440.20386717 -28431.77907925 -28428.55593251 -28440.04070818 -28433.34304181 -28429.84768037 -28431.27416972 -28447.3089301 -28428.36463615 -28429.57016303 -28450.22695531 -28429.67609752 -28447.55054751 -28435.91963668 -28429.0318098 -28451.5616231 -28428.11117154 -28445.70969147 -28431.66562597 -28428.50552908 -28429.68922024 -28428.89173536 -28428.72469364 -28427.68313939 -28431.34704856 -28450.37364178 -28430.93419832 -28453.04366901 -28433.77662314 -28434.83838225 -28430.19254593 -28434.57538078 -28429.75967795 -28430.60398838 -28429.52446955 -28448.92638481 -28428.55734048 -28430.03355726 -28436.73307681 -28428.89984074 -28448.68687327 -28431.58757817] manylnprob(): p[0] = [ 1.32766696e+00 2.20402784e+00 9.36145187e-01 -8.83714461e-03 7.20265384e-03 -9.12632744e-05 8.93934991e-01 8.49797912e-01] main(): current acceptance fraction: 39.5458633094 MCMC took 85.624174 sec Running MCMC mcmc-default-064-015-695.pickle manylnprob(): lnp = [-28429.27575884 -28436.44783736 -28445.27877288 -28428.77204182 -28434.24957192 -28437.09726101 -28430.97289967 -28439.86084564 -28431.97207747 -28428.56470218 -28438.80529931 -28431.84974473 -28429.64846025 -28426.77445259 -28429.43011946 -28428.15809924 -28436.05215748 -28432.45983136 -28427.8525253 -28428.43646617 -28430.03456425 -28430.93365167 -28432.08117858 -28441.97723062 -28436.81047724 -28431.53653823 -28432.46077168 -28465.5959757 -28428.55755981 -28432.03059114 -28427.66631161 -28429.07705269 -28429.18622818 -28429.68647883 -28429.88860128 -28448.44591818 -28433.54578068 -28431.82150856 -28427.91733302 -28428.68711792 -28429.10529745 -28449.84235729 -28429.38048797 -28444.9462393 -28443.13987496 -28431.3773878 -28436.26086891 -28429.72553411 -28430.88623884 -28477.92711855 -28456.03716675 -28430.09827116 -28431.48108573 -28429.19991811 -28427.94166457 -28429.38273935 -28429.59970733 -28429.3930031 -28428.81087848 -28430.21615221 -28429.69622279 -28428.7685816 -28442.34984577 -28436.62899963] manylnprob(): p[0] = [ 1.33287461e+00 2.21533459e+00 9.43162459e-01 -8.81159735e-03 7.17189914e-03 -1.01977999e-04 9.07445438e-01 8.47411623e-01] main(): current acceptance fraction: 39.5474137931 MCMC took 85.835534 sec Running MCMC mcmc-default-064-015-696.pickle manylnprob(): lnp = [-28434.12402733 -28428.0103089 -28432.81749619 -28429.62918256 -28443.04192001 -28440.98935904 -28431.50564323 -28428.85372927 -28447.79155344 -28430.05341576 -28453.31620288 -28431.26178292 -28428.99232629 -28427.46199698 -28441.17531912 -28434.28703187 -28428.28371984 -28447.61786853 -28437.23534767 -28430.47010544 -28429.84400388 -28428.46237066 -28441.02309224 -28433.77235951 -28428.52201816 -28521.32209906 -28436.72829694 -28440.19243996 -28430.14144493 -28430.26980951 -28428.29747738 -28430.20200652 -28434.76984605 -28429.66052568 -28429.09216363 -28441.04335192 -28434.176832 -28433.06843397 -28427.60106211 -28427.7591192 -28447.83349815 -28437.76645286 -28431.6950543 -28428.85815685 -28431.66259211 -28431.17393781 -28434.0533514 -28434.7081944 -28464.95451871 -28430.77861243 -28430.10180286 -28443.13260695 -28431.8198561 -28430.05511071 -28440.20663695 -28428.64879277 -28439.13950315 -28431.17905661 -28452.94734432 -28429.55937653 -28430.52839938 -28440.6452844 -28447.80131743 -28429.28297964] manylnprob(): p[0] = [ 1.32850700e+00 2.20610124e+00 9.37662868e-01 -8.85615892e-03 7.17351754e-03 -1.04825993e-04 8.93277257e-01 8.70070598e-01] main(): current acceptance fraction: 39.5355093257 MCMC took 84.970301 sec Running MCMC mcmc-default-064-015-697.pickle manylnprob(): lnp = [-28429.53963492 -28429.37713677 -28438.72370727 -28428.1260677 -28431.69733895 -28442.65102416 -28429.60640873 -28427.27682709 -28463.05940271 -28431.24815438 -28434.169033 -28431.34322107 -28456.91798255 -28428.34912801 -28428.23769789 -28441.82428302 -28428.93851039 -28430.84891562 -28429.45392867 -28430.12971207 -28453.11439844 -28428.36807746 -28430.09934162 -28429.84236536 -28428.66195064 -28438.91207472 -28429.56519013 -28438.79575366 -28429.78319848 -28431.96656623 -28429.73818643 -28440.16872135 -28428.83611445 -28428.05160998 -28428.11134008 -28437.1629849 -28451.6156152 -28454.70791187 -28432.13221574 -28432.20275247 -28429.53656122 -28441.51623763 -28433.12904417 -28430.6709992 -28431.37491785 -28430.44705863 -28433.91358063 -28428.81027884 -28430.21142845 -28430.76486091 -28436.14518724 -28433.07240627 -28431.75626714 -28435.91551096 -28427.93098717 -28430.7065014 -28428.29458014 -28459.29160853 -28431.14587835 -28438.42402722 -28430.15299081 -28427.94923151 -28427.3648302 -28430.88663043] manylnprob(): p[0] = [ 1.33163710e+00 2.21225945e+00 9.41168546e-01 -8.76084977e-03 7.28487806e-03 -5.77512844e-05 9.05008349e-01 8.56305241e-01] main(): current acceptance fraction: 39.5370702006 MCMC took 85.734422 sec Running MCMC mcmc-default-064-015-698.pickle manylnprob(): lnp = [-28427.61774103 -28431.08897616 -28432.19071536 -28428.36145112 -28428.88306635 -28435.82828569 -28436.42241227 -28428.47559829 -28435.54293634 -28452.37112671 -28450.56160565 -28430.02874214 -28428.67994059 -28427.7293131 -28429.22214792 -28428.62682409 -28437.22557067 -28430.79395921 -28429.58249161 -28440.18563082 -28430.87188463 -28428.69871273 -28432.17608818 -28442.1932512 -28428.34322948 -28447.66404211 -28428.23288972 -28436.72039919 -28429.78686541 -28446.81481911 -28429.04802357 -28430.32381852 -28438.60465343 -28449.33464017 -28450.82879452 -28429.65536217 -28445.61577569 -28452.77483199 -28427.4387716 -28429.08974251 -28432.97863058 -28438.16259917 -28447.2275469 -28428.69901462 -28429.59070769 -28444.43742342 -28437.6224394 -28440.1603297 -28430.44262428 -28430.30871782 -28456.19136994 -28439.35324801 -28443.38762628 -28468.53416779 -28428.51402225 -28428.65185036 -28429.25101426 -28460.42347668 -28438.180733 -28441.21511134 -28428.52466715 -28429.25148005 -28439.1849696 -28456.44412182] manylnprob(): p[0] = [ 1.33628727e+00 2.22219263e+00 9.47642220e-01 -8.74610045e-03 7.22280860e-03 -7.18756859e-05 9.13308788e-01 8.55218216e-01] main(): current acceptance fraction: 39.5274499285 MCMC took 86.367025 sec Running MCMC mcmc-default-064-015-699.pickle manylnprob(): lnp = [-28431.63654499 -28430.42369162 -28448.74061291 -28427.19068157 -28431.22261751 -28435.95254815 -28431.83267697 -28428.00443323 -28429.54827022 -28429.60049572 -28434.24286007 -28458.18637968 -28431.5769013 -28427.9769465 -28429.17095922 -28450.42665291 -28429.18597458 -28444.05852055 -28429.46187677 -28429.17593722 -28431.9205436 -28428.72233279 -28431.55571133 -28429.65289433 -28428.31890053 -28431.17313079 -28427.71953813 -28431.84076353 -28428.33741407 -28429.53730985 -28443.76596894 -28427.88359673 -28433.0329184 -28429.89371366 -28435.37957952 -28433.17351844 -28431.90197635 -28484.28818609 -28427.48573331 -28429.09520438 -28449.31305606 -28429.11730559 -28433.45032435 -28437.34497173 -28444.96208143 -28448.73183413 -28443.77008914 -28429.09930755 -28428.88540319 -28431.39595387 -28435.76048296 -28430.07361691 -28435.77134051 -28431.65911293 -28427.22146733 -28430.4144041 -28435.26455875 -28440.23691619 -28430.79099695 -28428.71348465 -28427.92264724 -28441.49615423 -28439.73643755 -28447.18735361] manylnprob(): p[0] = [ 1.33881403e+00 2.22638506e+00 9.50264413e-01 -8.63921149e-03 7.32829636e-03 -6.87151920e-06 9.06433350e-01 8.77123130e-01] main(): current acceptance fraction: 39.5334821429 MCMC took 84.615109 sec Plotting trajectory traj-default-064-015-700.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-700.png Running MCMC mcmc-default-064-015-700.pickle manylnprob(): lnp = [-28427.634052 -28430.42103698 -28463.73778088 -28433.39703699 -28430.05739444 -28433.84407602 -28431.70598073 -28440.69944177 -28429.39092774 -28428.57695545 -28431.86604949 -28429.68241132 -28428.31064422 -28427.47426049 -28428.614164 -28428.99445745 -28428.73288178 -28429.39196789 -28429.60680084 -28439.6303755 -28432.89303053 -28429.53657428 -28429.1903423 -28436.60540908 -28430.21111245 -28459.55063844 -28432.51485671 -28434.65519501 -28427.39431182 -28431.38642612 -28440.6046024 -28440.25743039 -28438.01581819 -28451.69253236 -28428.06591856 -28429.73993892 -28434.85504445 -28460.7852312 -28440.44272721 -28429.53562795 -28454.32297385 -28428.46073711 -28434.75885401 -28430.98892343 -28451.28957273 -28432.86549576 -28476.06333854 -28439.67588816 -28428.53543282 -28430.29876887 -28436.03973841 -28428.95051836 -28441.17556097 -28432.25237175 -28428.20031112 -28428.14896936 -28432.93254763 -28432.58303916 -28433.03789835 -28429.34896784 -28430.8243917 -28432.61553317 -28428.82002534 -28447.1788213 ] manylnprob(): p[0] = [ 1.33687467e+00 2.22324406e+00 9.48482907e-01 -8.70949344e-03 7.28008385e-03 -4.14332599e-05 9.15160044e-01 8.57161307e-01] main(): current acceptance fraction: 39.5417261056 MCMC took 85.850952 sec Running MCMC mcmc-default-064-015-701.pickle manylnprob(): lnp = [-28427.38580843 -28430.20625409 -28431.10258031 -28427.81584454 -28428.22613486 -28445.74840281 -28438.10838956 -28444.72619204 -28429.39035427 -28441.28011774 -28429.00733858 -28427.47847798 -28427.86854241 -28430.78752332 -28435.2439145 -28434.81965361 -28439.04095145 -28429.91622549 -28430.41341883 -28429.2490764 -28449.11234842 -28432.80762442 -28428.31387375 -28429.96812808 -28428.63332913 -28435.49180098 -28434.24078166 -28441.18239491 -28428.09463051 -28440.9419463 -28430.70950465 -28427.92539883 -28437.74660545 -28429.51458732 -28436.85657793 -28429.79905662 -28431.59118289 -28430.19958426 -28428.46340763 -28428.42737177 -28447.11238833 -28434.14341584 -28463.46335929 -28437.10161386 -28430.122005 -28443.53196386 -28435.41766671 -28443.21037287 -28428.89343684 -28453.1465869 -28431.88847176 -28429.38949417 -28435.22754384 -28439.35541984 -28441.16569989 -28434.28963705 -28427.85161133 -28434.94124488 -28468.95056982 -28432.80453815 -28428.4864835 -28442.24789779 -28428.55717425 -28431.69254954] manylnprob(): p[0] = [ 1.33805456e+00 2.22559663e+00 9.49839592e-01 -8.71587877e-03 7.25623007e-03 -5.65862960e-05 9.13461972e-01 8.54247778e-01] main(): current acceptance fraction: 39.5299145299 MCMC took 86.60802 sec Running MCMC mcmc-default-064-015-702.pickle manylnprob(): lnp = [-28430.62865147 -28429.48299686 -28450.77568875 -28439.26229724 -28439.57051463 -28433.10140544 -28448.06068882 -28428.47006904 -28427.54532898 -28436.09141828 -28426.84716502 -28429.4530239 -28428.28258985 -28429.52047956 -28438.58884153 -28427.99709476 -28429.03686849 -28429.28189423 -28439.15448647 -28428.90478494 -28455.81259446 -28431.58356465 -28431.14952234 -28429.09443012 -28429.45508409 -28429.39270506 -28429.17368221 -28431.79170144 -28429.10778546 -28428.22050632 -28427.40356329 -28427.87653979 -28437.34891297 -28435.15753073 -28457.81380084 -28429.53586924 -28428.58649776 -28429.87175938 -28440.48706296 -28428.43682695 -28446.81990589 -28451.05263454 -28439.19438129 -28428.84260715 -28430.13428132 -28434.51935759 -28443.63782585 -28429.45539577 -28429.16581594 -28430.05773462 -28429.94039291 -28456.79985226 -28433.26476371 -28434.26461584 -28429.63896045 -28434.12456949 -28429.09623991 -28446.011313 -28433.22428618 -28427.54496027 -28433.94843308 -28444.44053283 -28434.33082067 -28429.33718563] manylnprob(): p[0] = [ 1.33338792e+00 2.21597588e+00 9.43887888e-01 -8.69878067e-03 7.34735724e-03 -1.44789412e-05 9.09221741e-01 8.87078101e-01] main(): current acceptance fraction: 39.5336948791 MCMC took 86.206622 sec Running MCMC mcmc-default-064-015-703.pickle manylnprob(): lnp = [-28428.60477769 -28430.93402261 -28432.78372486 -28444.53892859 -28429.32954396 -28432.24365307 -28441.34581975 -28442.73864286 -28437.77580613 -28430.09103968 -28427.73595132 -28432.49378646 -28428.53482926 -28430.52734202 -28433.70512328 -28435.53321273 -28431.34882118 -28428.23224273 -28427.76361688 -28444.22974031 -28446.5012924 -28431.04774554 -28456.85447444 -28433.0717054 -28429.89477813 -28437.11016451 -28431.69766044 -28429.4078839 -28428.74216527 -28447.52276344 -28429.0763195 -28437.53943212 -28448.77292489 -28451.27498634 -28444.09624031 -28429.86596395 -28435.63986147 -28433.62619405 -28428.09128519 -28428.53661609 -28451.41316899 -28427.91439606 -28433.64696878 -28428.36923882 -28427.644168 -28440.83312627 -28435.32912394 -28432.06053048 -28437.16405114 -28429.39881683 -28429.50889306 -28432.0972358 -28432.10545546 -28433.78073878 -28432.49193034 -28451.90555257 -28428.72434017 -28431.10503813 -28430.6680242 -28430.71060111 -28452.90626571 -28430.06949167 -28429.66486015 -28428.66250661] manylnprob(): p[0] = [ 1.33478399e+00 2.21929668e+00 9.45839903e-01 -8.74360317e-03 7.24114455e-03 -6.89042566e-05 9.14883964e-01 8.64960128e-01] main(): current acceptance fraction: 39.5285866477 MCMC took 87.171728 sec Running MCMC mcmc-default-064-015-704.pickle manylnprob(): lnp = [-28433.37450642 -28431.48745322 -28441.79648505 -28429.45071671 -28428.85300649 -28432.2475178 -28431.6786868 -28427.549087 -28429.1473398 -28432.91641262 -28428.78907039 -28449.70747877 -28428.40983096 -28434.27821762 -28439.38391306 -28428.48234716 -28441.78562741 -28440.5995323 -28430.9601025 -28428.8081314 -28439.64209016 -28435.79363844 -28432.54998398 -28430.06943143 -28432.74753423 -28432.70708212 -28444.69196437 -28451.97943695 -28431.31211122 -28451.04030575 -28441.83211351 -28429.24591304 -28452.15701544 -28428.06667208 -28427.64654792 -28429.36883672 -28429.93130229 -28439.38794748 -28427.42034121 -28430.67406896 -28430.2982075 -28427.67270611 -28437.99366379 -28428.14894636 -28428.27148962 -28445.25232286 -28440.06738426 -28431.97776944 -28446.24817614 -28441.1540634 -28436.80291186 -28431.78659397 -28430.62339537 -28430.8027028 -28470.93402887 -28434.74885918 -28430.37559899 -28428.18720204 -28442.78146056 -28429.34112077 -28455.87600896 -28427.81734916 -28457.32644264 -28429.59256689] manylnprob(): p[0] = [ 1.33316824e+00 2.21530084e+00 9.43553157e-01 -8.70057967e-03 7.34464766e-03 -1.72339642e-05 9.05964181e-01 8.96366013e-01] main(): current acceptance fraction: 39.532358156 MCMC took 85.672187 sec Running MCMC mcmc-default-064-015-705.pickle manylnprob(): lnp = [-28443.88259759 -28445.79198552 -28442.98701737 -28429.71213442 -28429.70756183 -28428.4546841 -28439.78964453 -28430.01073555 -28429.9330345 -28430.69675162 -28427.72844038 -28441.44930224 -28428.28970694 -28431.54134371 -28438.5930412 -28428.11272638 -28441.67968426 -28443.20367011 -28433.14069142 -28430.24853302 -28435.03243966 -28433.99988316 -28431.38569337 -28429.15981345 -28430.25050018 -28428.37142551 -28441.03488924 -28431.10812868 -28433.2635489 -28449.60956419 -28429.09542366 -28428.81653784 -28434.95898161 -28428.70160729 -28441.75644742 -28429.44416342 -28445.81696141 -28438.93374514 -28427.55495475 -28430.11528863 -28428.98599406 -28427.05551671 -28448.47491923 -28442.9769022 -28428.37949821 -28443.50699648 -28434.78680253 -28434.33414172 -28428.78161097 -28429.13561702 -28429.71628348 -28434.33120586 -28429.81769878 -28432.16309957 -28435.11836734 -28432.0829485 -28443.77965067 -28433.80589517 -28438.29467379 -28427.9692153 -28429.5835594 -28441.83643697 -28429.52250703 -28435.96700654] manylnprob(): p[0] = [ 1.33762082e+00 2.22441978e+00 9.49950862e-01 -8.55029112e-03 7.52237428e-03 9.15565364e-05 9.00116218e-01 8.94945457e-01] main(): current acceptance fraction: 39.527266289 MCMC took 85.839928 sec Running MCMC mcmc-default-064-015-706.pickle manylnprob(): lnp = [-28429.56347614 -28435.00111169 -28431.48632279 -28438.76410536 -28429.54397889 -28428.73471737 -28442.64119749 -28428.86687706 -28427.95492727 -28434.89241428 -28427.16669805 -28450.17407514 -28428.05681567 -28455.22371091 -28429.93788692 -28435.17110383 -28440.02846821 -28444.2842816 -28431.365759 -28443.97539631 -28434.17328791 -28443.11786868 -28428.34973242 -28447.59603324 -28447.46774208 -28433.77100628 -28431.20515229 -28431.77770642 -28431.81661686 -28434.38007558 -28450.7963856 -28428.93920054 -28430.1288952 -28430.13072793 -28457.47156198 -28453.5440889 -28436.6529861 -28433.82868445 -28432.40015404 -28435.77044682 -28430.32071078 -28437.03007847 -28440.58787494 -28441.91358638 -28428.97592399 -28429.70906374 -28438.82219078 -28436.10138932 -28452.0141046 -28446.30537826 -28430.26522334 -28429.10467051 -28430.75309349 -28429.47837731 -28433.75970614 -28443.13722911 -28434.06283217 -28456.86565901 -28439.40107572 -28429.89548263 -28428.28025903 -28428.74052147 -28434.36871128 -28429.30003922] manylnprob(): p[0] = [ 1.33299815e+00 2.21515646e+00 9.43181443e-01 -8.68815196e-03 7.37908181e-03 -4.12629216e-06 9.08434965e-01 8.55675430e-01] main(): current acceptance fraction: 39.5133486563 MCMC took 86.898552 sec Running MCMC mcmc-default-064-015-707.pickle manylnprob(): lnp = [-28439.32009569 -28431.08169917 -28446.82667353 -28429.65291614 -28429.50988077 -28427.83723414 -28439.12163483 -28438.30924206 -28432.99376494 -28430.18735573 -28428.76843086 -28431.90212571 -28429.61058587 -28430.76066129 -28427.87571159 -28435.77083761 -28430.45835447 -28428.17837568 -28438.06293401 -28430.50123108 -28435.85929612 -28445.77871312 -28430.88351406 -28431.99227929 -28449.15589274 -28429.99185051 -28437.68627745 -28453.15133613 -28447.5533087 -28434.00112724 -28429.52294924 -28430.90270547 -28442.8217645 -28438.55567906 -28446.25760939 -28429.64340792 -28430.15847127 -28449.15611311 -28438.74180051 -28428.77143115 -28429.9220235 -28426.83998252 -28439.43853319 -28431.75483013 -28440.44219459 -28427.98780231 -28437.64208207 -28434.94751363 -28429.44709991 -28449.72432793 -28430.34455527 -28428.03238464 -28429.66925817 -28431.48774355 -28430.03136818 -28440.9147107 -28427.33430838 -28431.64345612 -28470.90955001 -28428.76071359 -28429.6869114 -28429.01113069 -28450.58743922 -28442.51750194] manylnprob(): p[0] = [ 1.32559859e+00 2.19989876e+00 9.33802536e-01 -8.69387056e-03 7.47523000e-03 2.57232460e-05 9.03496163e-01 9.11761615e-01] main(): current acceptance fraction: 39.4950564972 MCMC took 88.828354 sec Running MCMC mcmc-default-064-015-708.pickle manylnprob(): lnp = [-28428.32664117 -28430.90863484 -28429.38082012 -28428.50782263 -28429.98871374 -28430.17632678 -28442.26488418 -28430.94696243 -28432.16763548 -28430.19484117 -28427.19334673 -28437.41267744 -28427.16594734 -28436.22990965 -28427.79949066 -28454.61072499 -28427.5931143 -28440.35343362 -28440.27120451 -28430.44953772 -28431.47961035 -28445.04276406 -28444.37365695 -28431.26848615 -28429.95287734 -28436.99076973 -28429.75585645 -28432.97555466 -28447.09919334 -28441.57199895 -28428.339685 -28429.46108157 -28444.77204412 -28452.71824154 -28443.18313533 -28452.93689935 -28448.31292307 -28450.1053031 -28428.20762152 -28428.90871861 -28451.63332358 -28428.46355755 -28453.12223958 -28436.96658635 -28428.88235784 -28429.61831785 -28436.31470502 -28439.95869706 -28428.73720496 -28429.9634567 -28430.98488776 -28430.1422308 -28430.36419481 -28430.8945692 -28441.87828632 -28430.48663407 -28437.57397343 -28465.60129299 -28439.47565803 -28431.92516004 -28430.53582212 -28428.56441427 -28447.15001007 -28432.5529016 ] manylnprob(): p[0] = [ 1.33534708e+00 2.22014521e+00 9.46582286e-01 -8.70568546e-03 7.31885108e-03 -3.21071633e-05 9.13490493e-01 8.72493938e-01] main(): current acceptance fraction: 39.4944464034 MCMC took 86.851395 sec Running MCMC mcmc-default-064-015-709.pickle manylnprob(): lnp = [-28428.62939159 -28439.10120241 -28429.58029894 -28430.27289201 -28432.77181204 -28434.06657122 -28430.32482542 -28445.11129283 -28430.66351401 -28429.04503256 -28427.97154383 -28437.19323429 -28429.93386029 -28449.77152692 -28429.34487003 -28450.52198906 -28431.77330531 -28430.83712282 -28432.12641509 -28441.50270287 -28430.11636912 -28447.96017965 -28428.57622869 -28431.35823299 -28433.68643519 -28437.24220216 -28427.77994417 -28467.3677857 -28428.55855796 -28433.20369538 -28430.35761137 -28427.97400668 -28448.8637837 -28428.33605806 -28429.58185376 -28431.42538803 -28429.2398955 -28429.44675945 -28428.30228662 -28429.61951263 -28428.56753462 -28438.67173354 -28434.68404076 -28434.88469459 -28441.14292436 -28441.87196114 -28440.92871753 -28441.24885996 -28444.99683321 -28455.46191933 -28433.41413223 -28442.25438695 -28432.02311467 -28434.26375693 -28457.37014415 -28428.82128014 -28439.38193608 -28433.7704469 -28439.58990032 -28429.27219148 -28429.33263437 -28439.77463929 -28447.54517731 -28428.51219737] manylnprob(): p[0] = [ 1.33517604e+00 2.21978532e+00 9.46367977e-01 -8.70396729e-03 7.32067592e-03 -3.10961442e-05 9.13111585e-01 8.73105388e-01] main(): current acceptance fraction: 39.4982394366 MCMC took 86.050875 sec Plotting trajectory traj-default-064-015-710.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-710.png Running MCMC mcmc-default-064-015-710.pickle manylnprob(): lnp = [-28434.5807292 -28430.37249869 -28427.69504987 -28434.30620237 -28432.70505452 -28458.86638588 -28430.50271262 -28430.19318908 -28429.84438048 -28431.85425669 -28427.24207802 -28429.04064872 -28429.30785553 -28432.41691164 -28430.36158834 -28433.08774489 -28451.25817545 -28443.95479462 -28436.51165437 -28432.47388388 -28428.81516047 -28443.83323603 -28432.53305672 -28437.0861762 -28429.8159627 -28435.85487384 -28439.86953698 -28444.757431 -28427.33186362 -28455.20191042 -28431.03083783 -28428.47805523 -28453.86377986 -28430.34926232 -28428.07611849 -28431.39498517 -28433.67671241 -28459.54543853 -28432.02469418 -28429.88083079 -28445.1270407 -28441.64416777 -28432.8619929 -28428.58864907 -28428.58528274 -28429.54422286 -28459.35219718 -28441.62894358 -28429.02825228 -28429.24397412 -28430.55099645 -28427.98079885 -28433.95745808 -28433.78664997 -28431.1805648 -28442.28335605 -28431.87787811 -28430.89432996 -28429.71171929 -28431.87936891 -28430.66863393 -28448.01045284 -28428.52625801 -28434.34481442] manylnprob(): p[0] = [ 1.33547938e+00 2.22041790e+00 9.47841798e-01 -8.72182276e-03 7.27124423e-03 -4.01353268e-05 9.20352259e-01 8.56650102e-01] main(): current acceptance fraction: 39.5064170183 MCMC took 86.283521 sec Running MCMC mcmc-default-064-015-711.pickle manylnprob(): lnp = [-28428.65777173 -28428.97015413 -28435.87990562 -28433.18167098 -28438.15334883 -28444.93726941 -28429.57848564 -28428.32372947 -28430.02470117 -28429.13196924 -28427.78508177 -28428.24723242 -28427.90924029 -28448.96236643 -28430.17390515 -28437.01964191 -28431.68669539 -28441.23021349 -28437.08748513 -28450.46552147 -28433.15954758 -28447.33407869 -28440.17064964 -28436.76334641 -28443.46956055 -28431.12793625 -28429.78162601 -28450.36653111 -28437.13842423 -28429.33834732 -28427.71058144 -28429.54223974 -28431.60722782 -28429.54701517 -28427.84119258 -28429.77368629 -28457.14775707 -28431.29691638 -28441.09844369 -28428.55994845 -28429.79614154 -28433.4019915 -28442.38980466 -28427.84716098 -28428.64089321 -28429.27499079 -28433.94296054 -28434.97313435 -28428.97540345 -28442.88417699 -28439.72011825 -28428.47685585 -28429.25095093 -28440.69852587 -28437.912781 -28428.21675382 -28429.5040684 -28439.89743309 -28429.20703291 -28447.01483113 -28457.40170655 -28441.02356162 -28429.8478846 -28428.91013647] manylnprob(): p[0] = [ 1.33518841e+00 2.21981066e+00 9.46382406e-01 -8.70402724e-03 7.32035641e-03 -3.12053045e-05 9.13140113e-01 8.73089321e-01] main(): current acceptance fraction: 39.4992099719 MCMC took 85.908286 sec Running MCMC mcmc-default-064-015-712.pickle manylnprob(): lnp = [-28428.33163737 -28438.59810704 -28429.18311408 -28443.80751155 -28443.34975095 -28443.16462011 -28430.66885727 -28439.33683284 -28428.01996183 -28430.65901322 -28427.57038423 -28445.51822489 -28428.34826229 -28431.20739229 -28430.65342701 -28435.52647644 -28431.53391258 -28457.26810034 -28433.81912917 -28437.2336084 -28434.82938225 -28432.54229087 -28448.22971004 -28429.27795098 -28434.22233107 -28432.35965276 -28431.95309564 -28455.15959697 -28428.43748069 -28430.8048727 -28427.81520661 -28429.62255173 -28446.76127908 -28428.66205008 -28428.18526102 -28434.56150249 -28437.47124333 -28430.81942293 -28428.07038316 -28429.22707181 -28446.54801302 -28428.26090649 -28431.89737705 -28433.78757922 -28429.18665361 -28429.12858222 -28429.90669117 -28430.25990145 -28434.44057064 -28427.55566433 -28433.55272322 -28429.56604514 -28428.79838019 -28433.02631514 -28428.51665916 -28428.42885433 -28431.91603731 -28434.07369477 -28428.22358653 -28429.97429841 -28431.6809898 -28434.17858688 -28429.8789892 -28429.02946809] manylnprob(): p[0] = [ 1.33705080e+00 2.22362060e+00 9.48856293e-01 -8.70812834e-03 7.29664314e-03 -3.73796700e-05 9.11120124e-01 8.50095471e-01] main(): current acceptance fraction: 39.5029803647 MCMC took 85.628653 sec Running MCMC mcmc-default-064-015-713.pickle manylnprob(): lnp = [-28433.43147884 -28432.16828977 -28452.07796859 -28443.06348681 -28437.30744505 -28437.71140203 -28437.74247248 -28430.21749256 -28430.20541324 -28432.94111866 -28427.95460746 -28428.75396568 -28453.386177 -28431.27660368 -28429.15300823 -28433.85216314 -28434.13011313 -28446.26286469 -28430.9227236 -28439.12505216 -28428.98687878 -28434.00122486 -28442.68334798 -28433.17328445 -28428.62556124 -28438.38049689 -28437.70364102 -28432.85422215 -28429.60791768 -28430.76113053 -28428.25835088 -28439.55440018 -28440.93036477 -28428.65283129 -28428.65684069 -28435.31777633 -28453.32971911 -28433.0282635 -28427.47003442 -28431.09892396 -28429.09247943 -28428.05625731 -28431.7924432 -28430.22993266 -28429.43976556 -28427.67324819 -28429.86361672 -28431.12446313 -28428.83106351 -28429.17215557 -28444.23306232 -28428.44825314 -28429.64023237 -28429.76925878 -28428.51084177 -28428.47582203 -28429.61896643 -28431.08198374 -28431.76037635 -28446.38457393 -28428.48542048 -28428.26739793 -28443.15543009 -28428.49981557] manylnprob(): p[0] = [ 1.33382815e+00 2.21627058e+00 9.44331208e-01 -8.64777074e-03 7.46148338e-03 3.56647020e-05 9.09427905e-01 9.00337959e-01] main(): current acceptance fraction: 39.5067401961 MCMC took 86.188239 sec Running MCMC mcmc-default-064-015-714.pickle manylnprob(): lnp = [-28450.45215551 -28452.71955031 -28429.58709416 -28429.79092813 -28440.76577347 -28431.36323975 -28429.91216888 -28430.46005901 -28429.92795372 -28430.11146568 -28432.22477052 -28429.07092762 -28443.04382496 -28441.52663056 -28432.93444159 -28437.31807534 -28448.05209022 -28455.13257481 -28429.24053721 -28435.54799312 -28427.6603842 -28433.3567 -28428.55959565 -28430.91040165 -28432.26932126 -28439.91917579 -28435.05564269 -28431.76194212 -28435.36706314 -28429.19356048 -28432.46850154 -28428.93539038 -28433.16342165 -28429.96509991 -28433.97925182 -28442.03836295 -28437.32317956 -28464.65830453 -28427.83859014 -28429.83869465 -28437.09825218 -28428.50969695 -28429.01356693 -28437.97153598 -28428.25727848 -28449.55521638 -28435.29267097 -28430.52904659 -28435.09554871 -28455.65866601 -28433.66336979 -28429.68038235 -28431.57805602 -28442.86802019 -28440.35578594 -28431.0601726 -28429.49043703 -28429.12350516 -28440.07288939 -28448.79032881 -28427.965454 -28429.19829633 -28430.11917498 -28454.6729743 ] manylnprob(): p[0] = [ 1.33061101e+00 2.20987338e+00 9.40801709e-01 -8.63813689e-03 7.54900396e-03 5.12372515e-05 9.03266735e-01 9.28748824e-01] main(): current acceptance fraction: 39.5083041958 MCMC took 85.938339 sec Running MCMC mcmc-default-064-015-715.pickle manylnprob(): lnp = [-28445.77215575 -28432.48546689 -28435.27724889 -28429.95008174 -28442.96346987 -28428.84922661 -28436.61475309 -28441.84842969 -28427.93707749 -28428.83261977 -28427.1725318 -28430.07871333 -28428.85444381 -28448.24447045 -28443.21657834 -28437.69134416 -28431.04011549 -28429.98732796 -28430.4720607 -28430.49779557 -28429.07360078 -28451.29103886 -28443.51684079 -28432.17307052 -28445.38304239 -28429.83773425 -28436.7741071 -28430.75727008 -28453.55486364 -28429.15903778 -28427.76987452 -28434.50575639 -28430.56450133 -28429.87954915 -28428.79354949 -28428.88950914 -28454.98448236 -28429.88990796 -28444.22110588 -28430.11110589 -28430.83808966 -28428.09874891 -28436.76242792 -28428.33080177 -28434.5397987 -28427.43645259 -28432.72040031 -28443.51711708 -28444.24538063 -28428.91196426 -28442.59911594 -28428.43445577 -28432.48286615 -28429.62639754 -28430.72620575 -28431.04855337 -28437.99367821 -28428.15018354 -28431.13862402 -28439.42017828 -28428.22477313 -28429.3667441 -28435.36718257 -28428.91045697] manylnprob(): p[0] = [ 1.33693514e+00 2.22169060e+00 9.47567964e-01 -8.59098776e-03 7.48744893e-03 4.17703322e-05 9.14572173e-01 9.39610069e-01] main(): current acceptance fraction: 39.5054993017 MCMC took 86.314111 sec Running MCMC mcmc-default-064-015-716.pickle manylnprob(): lnp = [-28449.16127072 -28446.01582628 -28428.88136057 -28439.27192625 -28476.94679182 -28442.13750357 -28430.13613723 -28430.04192989 -28428.27097807 -28429.72550909 -28428.2828385 -28429.5882296 -28438.70430321 -28449.9463355 -28432.88324075 -28436.93747794 -28432.50641483 -28444.43911041 -28456.3382973 -28444.3916626 -28429.2871934 -28430.88228689 -28449.0963895 -28441.31851113 -28446.20642971 -28442.18191979 -28437.62890543 -28433.97203819 -28445.05077103 -28427.98841456 -28429.58059867 -28453.32023038 -28433.05766469 -28451.77286781 -28450.90094409 -28432.32639185 -28432.78821775 -28430.44028133 -28428.08738463 -28430.31385921 -28430.39762622 -28434.78681344 -28429.95352447 -28431.60078135 -28431.44896294 -28430.04466271 -28430.76916262 -28432.22216892 -28431.65492851 -28440.36422663 -28444.25209854 -28430.4175386 -28432.79505447 -28440.43351351 -28429.87027577 -28430.7170037 -28429.3018258 -28428.3359798 -28434.93055412 -28431.15001278 -28430.0488612 -28431.20622035 -28428.79147455 -28430.32529077] manylnprob(): p[0] = [ 1.33207708e+00 2.21304176e+00 9.42771346e-01 -8.64576564e-03 7.49673286e-03 2.46820101e-05 9.04293659e-01 9.29504670e-01] main(): current acceptance fraction: 39.5070606695 MCMC took 86.351501 sec Running MCMC mcmc-default-064-015-717.pickle manylnprob(): lnp = [-28450.2191818 -28431.14548237 -28431.19321445 -28428.27717953 -28437.7182839 -28431.31474174 -28438.77868319 -28443.97419374 -28428.38631332 -28435.83902897 -28427.78369037 -28428.91440792 -28429.2400008 -28438.77659784 -28429.54777639 -28428.233439 -28442.77367124 -28442.38534999 -28429.83881878 -28429.80177548 -28427.61268557 -28446.72369117 -28458.21851092 -28445.51605586 -28431.22878948 -28446.81424942 -28434.95698701 -28433.89687695 -28428.22014247 -28434.18077921 -28429.12520448 -28436.55387706 -28441.40839891 -28429.33939193 -28431.84902 -28450.86522592 -28442.91783702 -28446.66748496 -28433.94171122 -28431.54802332 -28431.53800449 -28427.94733756 -28429.54347878 -28429.60326527 -28430.07514558 -28438.97081434 -28432.15959368 -28438.28522712 -28453.6428454 -28428.17480335 -28435.615449 -28458.67217529 -28429.07636825 -28454.19198753 -28430.28327725 -28460.95626437 -28428.93307147 -28427.85895372 -28438.33059104 -28430.15704562 -28437.12974124 -28428.86417426 -28439.56383556 -28438.17450298] manylnprob(): p[0] = [ 1.33157122e+00 2.21146122e+00 9.41471492e-01 -8.57425336e-03 7.60314395e-03 1.06639061e-04 9.03918026e-01 9.35765817e-01] main(): current acceptance fraction: 39.4977367688 MCMC took 86.765734 sec Running MCMC mcmc-default-064-015-718.pickle manylnprob(): lnp = [-28428.69634924 -28448.33783229 -28430.98063933 -28430.02094393 -28438.40940124 -28436.17754292 -28436.12765673 -28428.30855933 -28427.64448096 -28429.67536375 -28429.97409302 -28439.01717524 -28430.06775975 -28429.98458634 -28431.76088218 -28444.91546831 -28447.59570444 -28443.68761739 -28441.55862753 -28427.72460119 -28441.31754618 -28433.56870849 -28430.85942323 -28444.52972969 -28434.13294458 -28430.33009833 -28429.0623908 -28439.76854433 -28430.46464858 -28428.10140781 -28428.06830787 -28444.96439401 -28440.22482005 -28439.53078015 -28430.5972955 -28447.34608911 -28432.75721483 -28428.51528669 -28445.6613238 -28429.05628156 -28442.10469755 -28433.25789207 -28428.99153845 -28450.9905667 -28434.63509867 -28429.89099623 -28430.12551082 -28444.90492411 -28431.03796645 -28430.34706317 -28452.33090089 -28429.06624344 -28430.23527375 -28431.74270194 -28429.49549174 -28427.53191938 -28435.07361449 -28429.41608782 -28438.28914945 -28432.93690779 -28436.81446747 -28442.18769108 -28433.06856547 -28429.54063659] manylnprob(): p[0] = [ 1.33563471e+00 2.22009530e+00 9.46339299e-01 -8.68341830e-03 7.38038216e-03 1.08150041e-06 9.13493561e-01 8.73733748e-01] main(): current acceptance fraction: 39.4906119611 MCMC took 87.181551 sec Running MCMC mcmc-default-064-015-719.pickle manylnprob(): lnp = [-28429.14066754 -28440.37039771 -28435.80143267 -28428.55727245 -28431.99267281 -28431.5558173 -28430.78551909 -28443.21019295 -28428.71830071 -28430.48260508 -28429.32645939 -28429.48179522 -28454.4025668 -28447.88803448 -28444.12416592 -28428.62496286 -28446.23495905 -28441.16131999 -28438.91207606 -28430.43832272 -28429.25525903 -28429.48769227 -28449.70987188 -28447.6844789 -28430.06189289 -28433.48649068 -28430.44496271 -28442.44434233 -28434.0553749 -28430.9646368 -28429.96082939 -28428.52449981 -28433.15137713 -28432.73459415 -28429.96469898 -28432.92876039 -28463.79420328 -28428.59458042 -28428.83045239 -28428.72123674 -28458.15984988 -28433.28689357 -28431.12980387 -28453.43310269 -28447.8869034 -28443.84064075 -28429.05509839 -28429.21017387 -28429.02087742 -28429.25405468 -28455.34348567 -28427.61119595 -28427.98227783 -28432.48993405 -28432.42328195 -28437.20810747 -28431.09426716 -28430.416632 -28443.89013876 -28436.02416726 -28441.55793622 -28428.79283722 -28449.01712184 -28430.09881466] manylnprob(): p[0] = [ 1.33615790e+00 2.22111726e+00 9.46945384e-01 -8.68080388e-03 7.38026121e-03 1.77650306e-06 9.12693620e-01 8.74905683e-01] main(): current acceptance fraction: 39.4813368056 MCMC took 86.499212 sec Plotting trajectory traj-default-064-015-720.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-720.png Running MCMC mcmc-default-064-015-720.pickle manylnprob(): lnp = [-28430.8393007 -28440.50711853 -28436.16062595 -28429.69079706 -28437.4587269 -28429.79395301 -28435.85891649 -28445.6189537 -28427.9433204 -28429.75374406 -28428.25949119 -28436.75296999 -28429.42517578 -28429.40482631 -28431.69991933 -28428.62236289 -28446.65227602 -28428.88052597 -28442.17366728 -28429.81471805 -28429.27287547 -28435.25900451 -28453.88069781 -28429.19527797 -28446.45337862 -28429.55424393 -28428.19542329 -28434.44506026 -28430.7233987 -28427.87519839 -28428.33581648 -28440.50137143 -28468.84854485 -28429.29030124 -28430.44973994 -28430.65925915 -28443.76689937 -28429.99513091 -28432.33950847 -28436.30571255 -28442.85813323 -28446.15920437 -28430.62113865 -28441.46422471 -28434.49319716 -28429.91396669 -28435.85343364 -28428.79704145 -28429.08455649 -28430.49259861 -28434.81263858 -28429.06456635 -28428.35068365 -28431.91355628 -28440.19551491 -28428.84116558 -28429.3007149 -28455.02592178 -28434.62826734 -28430.2229494 -28440.17616321 -28428.84913831 -28428.05515964 -28457.50570102] manylnprob(): p[0] = [ 1.34027710e+00 2.22973237e+00 9.52702368e-01 -8.63456918e-03 7.43731363e-03 4.20185947e-05 9.09393136e-01 8.86484486e-01] main(): current acceptance fraction: 39.4850901526 MCMC took 85.427037 sec Running MCMC mcmc-default-064-015-721.pickle manylnprob(): lnp = [-28430.12720823 -28437.87970472 -28435.59015655 -28429.62736646 -28429.17980153 -28431.16376288 -28440.93326473 -28443.06173622 -28427.91522049 -28429.16787121 -28428.45859616 -28443.42413707 -28449.43874222 -28437.60485029 -28442.3871447 -28435.46540179 -28453.97164677 -28437.10940763 -28432.2360713 -28430.27734448 -28432.15762059 -28442.06480003 -28439.11072694 -28428.80542243 -28430.38599953 -28430.31583886 -28440.33426828 -28470.27322867 -28429.9659599 -28427.56685584 -28431.13292099 -28442.97351748 -28427.50326717 -28430.55840144 -28429.42961092 -28430.08681435 -28469.19178624 -28429.99514448 -28428.24460863 -28428.38784015 -28451.13718377 -28428.26228624 -28433.77664866 -28437.4645354 -28428.86072163 -28438.4981247 -28427.91220688 -28428.20311973 -28429.05379051 -28432.3855131 -28440.4082829 -28428.21584754 -28428.62639061 -28437.71634821 -28430.54839814 -28428.4219349 -28428.44092753 -28429.32310831 -28435.18097718 -28432.78246421 -28432.0413347 -28428.84239718 -28428.01141086 -28428.73976048] manylnprob(): p[0] = [ 1.34023572e+00 2.22937860e+00 9.52442365e-01 -8.63255114e-03 7.43157113e-03 3.65446784e-05 9.12364297e-01 8.82823406e-01] main(): current acceptance fraction: 39.4888331025 MCMC took 85.238558 sec Running MCMC mcmc-default-064-015-722.pickle manylnprob(): lnp = [-28433.47870415 -28428.48865715 -28444.36471442 -28429.74694147 -28429.72256461 -28444.4142822 -28433.95038065 -28430.04307176 -28428.29587852 -28429.80876885 -28430.23676272 -28439.30128736 -28442.37230046 -28430.61786221 -28428.71600292 -28428.46990164 -28444.69902853 -28427.46324083 -28444.98425285 -28431.17986796 -28432.90063013 -28428.9824274 -28433.47321975 -28430.14855174 -28446.23854657 -28433.18153123 -28427.85547163 -28434.46705815 -28438.0485444 -28432.74252624 -28443.50529908 -28428.59483573 -28427.42838239 -28428.8653951 -28427.76615134 -28429.9116154 -28434.81744223 -28452.97947092 -28427.66105812 -28428.1789503 -28453.16531059 -28428.22661485 -28435.2552036 -28431.12470899 -28443.18351798 -28445.73438506 -28432.91488822 -28428.61123521 -28430.90869939 -28445.80958263 -28441.92373689 -28431.09278285 -28430.54297205 -28433.7364675 -28428.53544519 -28432.08798155 -28433.91101951 -28429.72250855 -28446.73278931 -28428.76935118 -28461.21654698 -28427.63763805 -28428.12999057 -28429.29980855] manylnprob(): p[0] = [ 1.33916498e+00 2.22724181e+00 9.51305690e-01 -8.67586056e-03 7.35774110e-03 1.25094815e-05 9.13275025e-01 9.07855338e-01] main(): current acceptance fraction: 39.4817600277 MCMC took 85.934745 sec Running MCMC mcmc-default-064-015-723.pickle manylnprob(): lnp = [-28435.64110146 -28454.40039603 -28429.64853689 -28428.36411937 -28430.77443825 -28447.16805302 -28441.30816817 -28445.17258988 -28429.92600108 -28429.82367502 -28443.78747101 -28439.35959132 -28447.30797891 -28442.18621732 -28432.79096987 -28430.03793872 -28429.23880563 -28432.83649902 -28438.90273486 -28438.63379584 -28435.02345391 -28429.49728622 -28434.87872724 -28433.4345004 -28436.73206884 -28431.25516676 -28431.2691689 -28441.52270562 -28428.99515603 -28428.16367223 -28428.4785472 -28429.03000138 -28429.01201964 -28429.80921631 -28440.61406383 -28430.64719058 -28467.25337631 -28445.85427498 -28428.32788564 -28428.18292256 -28431.0648316 -28433.86619012 -28446.28272525 -28440.07323075 -28427.83671565 -28439.41857474 -28429.4929423 -28427.87477004 -28436.60312044 -28455.04652275 -28429.23862726 -28428.83646423 -28443.48754987 -28430.57900128 -28428.31459127 -28429.36242744 -28430.69233529 -28434.35470996 -28431.69509363 -28429.2638659 -28435.28518122 -28429.91927417 -28432.11085363 -28441.75446204] manylnprob(): p[0] = [ 1.33888492e+00 2.22669368e+00 9.51017163e-01 -8.68105534e-03 7.35668298e-03 1.29802193e-05 9.13388581e-01 9.12733128e-01] main(): current acceptance fraction: 39.4747064917 MCMC took 85.644344 sec Running MCMC mcmc-default-064-015-724.pickle manylnprob(): lnp = [-28429.30043865 -28429.33950377 -28435.38310499 -28430.60483954 -28432.25084309 -28433.34655569 -28429.57553601 -28428.85092849 -28431.17519065 -28429.46850484 -28436.51383912 -28441.57131027 -28440.4820921 -28434.47327037 -28427.6944509 -28440.95962101 -28446.65590421 -28439.25401888 -28460.74976567 -28441.77570187 -28433.19924137 -28438.2672994 -28429.66466338 -28437.06518312 -28429.90402049 -28435.16926639 -28428.15020448 -28430.43805182 -28429.07756835 -28428.40677317 -28442.2685479 -28444.21989929 -28430.20053893 -28429.94117014 -28428.67744245 -28430.5261701 -28431.58943448 -28443.33739651 -28427.7196865 -28430.42228813 -28431.37975298 -28428.32723272 -28435.34760854 -28430.64504077 -28428.30556657 -28446.94460117 -28427.80795057 -28439.47215935 -28429.33836155 -28470.4242113 -28432.81142602 -28435.05343709 -28430.46239944 -28430.25857845 -28428.30204207 -28428.81769425 -28429.4720583 -28444.9574494 -28444.89348225 -28432.52755454 -28437.1046973 -28429.16068449 -28431.32391047 -28431.81741032] manylnprob(): p[0] = [ 1.33355599e+00 2.21625326e+00 9.44060636e-01 -8.75020358e-03 7.29588727e-03 -4.80476331e-05 9.22294202e-01 8.89652545e-01] main(): current acceptance fraction: 39.4762931034 MCMC took 85.494308 sec Running MCMC mcmc-default-064-015-725.pickle manylnprob(): lnp = [-28429.10763179 -28433.36783965 -28428.69826346 -28437.57952136 -28441.97040065 -28431.3880546 -28431.21348649 -28429.79218765 -28444.30289833 -28431.7529653 -28429.63133266 -28432.90117917 -28430.66514441 -28434.29640183 -28427.85657517 -28434.66633706 -28428.41894311 -28437.23553565 -28464.3845711 -28430.10262969 -28458.3558085 -28431.60711546 -28440.74120086 -28433.0360369 -28445.05293212 -28444.09229752 -28428.43792411 -28428.76352946 -28428.49363375 -28434.90743867 -28431.18793315 -28429.51438834 -28427.81664271 -28428.04722916 -28439.50409229 -28428.49285069 -28428.96359933 -28448.80088758 -28436.68767943 -28431.98940003 -28447.07901966 -28434.45221312 -28440.44165535 -28429.39577511 -28440.34040349 -28439.16242488 -28432.26472253 -28428.22777669 -28436.64644176 -28451.85170662 -28433.93299481 -28442.3635278 -28440.10310359 -28429.66042763 -28428.6947423 -28428.9200422 -28431.75026072 -28457.52609248 -28433.11741194 -28437.03113681 -28440.69445853 -28449.72547075 -28443.93010275 -28430.14069178] manylnprob(): p[0] = [ 1.33377415e+00 2.21673978e+00 9.44356421e-01 -8.75861793e-03 7.27547463e-03 -5.77958081e-05 9.22489534e-01 8.87544048e-01] main(): current acceptance fraction: 39.4757231405 MCMC took 85.964721 sec Running MCMC mcmc-default-064-015-726.pickle manylnprob(): lnp = [-28429.04314834 -28457.33762042 -28437.62719565 -28429.29915197 -28429.45890423 -28444.09126428 -28429.59088076 -28449.47039986 -28429.58969733 -28448.10544073 -28428.89255137 -28429.45992456 -28430.17467035 -28430.29146231 -28439.62917145 -28435.2385974 -28451.06518663 -28427.7355128 -28431.13181683 -28437.25506688 -28430.35313346 -28433.93525779 -28428.69839327 -28450.26215009 -28433.12545436 -28429.61621063 -28427.46559225 -28430.95228852 -28428.55012599 -28429.65180585 -28431.10930701 -28439.40496445 -28429.85911815 -28427.92850772 -28428.42567437 -28429.00144659 -28428.83603653 -28446.37073899 -28427.29076335 -28441.84761734 -28431.06965071 -28428.56598199 -28445.53158356 -28429.60283124 -28428.1744702 -28429.61467576 -28428.19788396 -28428.38119218 -28428.70264784 -28452.77558734 -28461.38355713 -28439.58591763 -28429.05283084 -28429.56249094 -28428.73996086 -28429.3455853 -28442.81969782 -28430.86316522 -28432.63644181 -28433.1510187 -28445.51287507 -28428.17170759 -28427.68397505 -28440.67889222] manylnprob(): p[0] = [ 1.33387728e+00 2.21694235e+00 9.44481466e-01 -8.75616280e-03 7.27891377e-03 -5.61240211e-05 9.22343081e-01 8.86989571e-01] main(): current acceptance fraction: 39.4880502063 MCMC took 85.679987 sec Running MCMC mcmc-default-064-015-727.pickle manylnprob(): lnp = [-28430.29315629 -28435.7527748 -28429.00193721 -28466.95298891 -28428.13464477 -28432.25317016 -28435.32143416 -28428.60139292 -28429.12919198 -28429.6658415 -28428.55969017 -28428.31008065 -28446.5019065 -28432.71390423 -28435.02788545 -28428.27901463 -28428.75328576 -28428.99733923 -28434.33061436 -28461.07298936 -28439.13883529 -28443.78436087 -28428.60671511 -28452.84633432 -28427.82774851 -28434.16891645 -28427.60140807 -28429.11566481 -28441.8579802 -28449.52573234 -28429.30314594 -28438.78187093 -28429.28832494 -28428.53131751 -28431.33511584 -28431.85560696 -28428.26544114 -28429.65150961 -28433.27349058 -28430.36154576 -28434.01210884 -28440.36340225 -28440.11355498 -28428.29329969 -28428.09806303 -28429.33743412 -28429.70987168 -28429.14478015 -28428.05683762 -28432.44495675 -28443.14065653 -28429.15545278 -28429.69303541 -28428.91800996 -28435.03655656 -28433.54831228 -28433.31073944 -28430.95636087 -28433.66622338 -28433.14154304 -28429.76518551 -28428.74056471 -28427.78200174 -28433.68214377] manylnprob(): p[0] = [ 1.33526904e+00 2.21959147e+00 9.46419698e-01 -8.73540854e-03 7.29247564e-03 -4.94035788e-05 9.21948429e-01 8.95333433e-01] main(): current acceptance fraction: 39.5003434066 MCMC took 85.812844 sec Running MCMC mcmc-default-064-015-728.pickle manylnprob(): lnp = [-28440.74123433 -28432.06620693 -28433.86882853 -28433.02432542 -28428.91738888 -28465.35272401 -28434.93798049 -28428.56799098 -28428.68312659 -28437.70746175 -28441.76614447 -28428.93937911 -28429.30374581 -28431.30673557 -28431.29439842 -28438.00760189 -28437.04378725 -28428.99272427 -28432.80774873 -28440.04229668 -28438.97818279 -28442.3223785 -28428.53026892 -28431.26215743 -28431.50956725 -28436.65863321 -28427.49729025 -28431.86956554 -28434.04251709 -28434.53605929 -28432.77169391 -28428.82820547 -28430.32754341 -28427.86797514 -28429.31550088 -28453.76296237 -28432.29332976 -28435.27838145 -28432.9823143 -28434.63422115 -28447.28208996 -28427.07238768 -28432.76357153 -28428.46870341 -28428.4004803 -28428.57051023 -28429.98320428 -28428.32262835 -28449.70546818 -28454.0216296 -28434.71223325 -28430.66553613 -28429.1750878 -28428.00382931 -28427.83220555 -28432.21200483 -28431.11366319 -28431.79061019 -28430.34997142 -28429.19865119 -28429.19106411 -28428.48198461 -28441.13025359 -28429.31336898] manylnprob(): p[0] = [ 1.33199825e+00 2.21322405e+00 9.42281315e-01 -8.77428500e-03 7.27001520e-03 -6.83531557e-05 9.23804577e-01 9.33677896e-01] main(): current acceptance fraction: 39.5126028807 MCMC took 86.344667 sec Running MCMC mcmc-default-064-015-729.pickle manylnprob(): lnp = [-28429.636119 -28435.5494168 -28431.73818857 -28451.1843133 -28429.36568796 -28433.11672775 -28442.81869264 -28429.07292885 -28428.2502889 -28428.23004809 -28428.34231769 -28455.72096764 -28429.59175255 -28430.55184727 -28430.07569232 -28441.70694357 -28427.23514234 -28442.37393829 -28429.32642806 -28430.88810412 -28429.29452857 -28432.77819855 -28430.47963285 -28434.74616423 -28432.16399668 -28446.54505412 -28434.83116846 -28430.92635617 -28434.92359004 -28437.36245875 -28431.72240707 -28429.54342313 -28431.96911172 -28427.5433381 -28434.05188593 -28427.98860405 -28437.41201522 -28428.60252374 -28427.93791012 -28430.29643491 -28446.07473619 -28428.9867286 -28437.14742213 -28428.36368357 -28430.39579161 -28438.16614177 -28453.33573499 -28429.55179813 -28442.27072542 -28444.05935726 -28429.48553124 -28431.42499203 -28438.30392698 -28428.52824117 -28439.61805169 -28430.47491184 -28428.71295515 -28444.89256796 -28434.77505303 -28432.73181652 -28437.86156806 -28443.19469122 -28427.88079539 -28439.2575471 ] manylnprob(): p[0] = [ 1.33568286e+00 2.22053682e+00 9.46857657e-01 -8.72947004e-03 7.28855272e-03 -5.30464607e-05 9.23476751e-01 8.87419488e-01] main(): current acceptance fraction: 39.5077054795 MCMC took 86.131862 sec Plotting trajectory traj-default-064-015-730.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-730.png Running MCMC mcmc-default-064-015-730.pickle manylnprob(): lnp = [-28429.73179745 -28428.68014489 -28428.87592114 -28442.73225971 -28429.44706725 -28439.83139682 -28431.33515109 -28430.01721065 -28431.62358324 -28429.97761367 -28442.31154861 -28429.44581825 -28447.69353172 -28452.33094012 -28429.38282163 -28438.58877959 -28429.51812261 -28441.17610249 -28429.08556615 -28439.18868193 -28432.04038721 -28430.44772544 -28441.83159896 -28434.82731602 -28428.03472399 -28429.54588632 -28427.75256973 -28435.36918442 -28442.28081885 -28433.34364623 -28432.56765649 -28427.95623536 -28441.9242497 -28427.64471803 -28428.55570661 -28428.61535915 -28431.20038476 -28429.87186282 -28428.74402171 -28428.90621354 -28432.34005092 -28428.98815204 -28435.1890661 -28440.50478319 -28429.55703592 -28440.26025027 -28456.74746375 -28429.18376174 -28449.48686995 -28455.86717338 -28434.32544772 -28434.15410327 -28431.72059676 -28427.92060315 -28433.70668735 -28428.27025179 -28429.49226331 -28430.99786107 -28439.83343602 -28430.27186656 -28428.80601834 -28428.36465811 -28434.81755507 -28429.31503899] manylnprob(): p[0] = [ 1.33401445e+00 2.21705950e+00 9.44771232e-01 -8.72165790e-03 7.33902221e-03 -2.54942750e-05 9.21867303e-01 8.90869488e-01] main(): current acceptance fraction: 39.5070964432 MCMC took 85.556143 sec Running MCMC mcmc-default-064-015-731.pickle manylnprob(): lnp = [-28428.31475233 -28428.17611996 -28435.03443285 -28431.20898711 -28428.0980298 -28433.54189202 -28429.12883484 -28428.62501699 -28429.10260889 -28428.84656023 -28428.59585116 -28428.79057164 -28429.16261092 -28428.09809378 -28428.81322194 -28434.95951465 -28435.58470935 -28432.71408603 -28429.03238737 -28430.77286613 -28452.39780874 -28431.68208338 -28434.52631484 -28429.73752535 -28428.14456287 -28450.44077915 -28430.46362902 -28432.22238897 -28431.65032988 -28461.49682631 -28451.55819497 -28444.78381751 -28442.58949234 -28430.38215704 -28441.92546037 -28428.168689 -28442.03920883 -28429.25584325 -28437.94833688 -28438.7891671 -28437.91151321 -28435.30111328 -28444.03080414 -28428.17248423 -28429.01981213 -28438.18261413 -28433.7289977 -28427.41966128 -28432.76924709 -28454.67334134 -28427.77921033 -28444.65795293 -28435.76747875 -28427.63192925 -28428.08829634 -28461.91412334 -28427.83621578 -28453.05683709 -28434.52955413 -28451.51291687 -28454.59023247 -28428.19935998 -28440.89118564 -28429.67821772] manylnprob(): p[0] = [ 1.33615201e+00 2.22140603e+00 9.47162564e-01 -8.71659667e-03 7.31236438e-03 -3.99258750e-05 9.20616732e-01 8.71014446e-01] main(): current acceptance fraction: 39.4894125683 MCMC took 84.76521 sec Running MCMC mcmc-default-064-015-732.pickle manylnprob(): lnp = [-28428.04988572 -28428.94095719 -28429.82858082 -28434.05103478 -28430.48807565 -28429.77272874 -28429.47809262 -28449.97999254 -28428.51950117 -28431.19348968 -28433.69654659 -28428.62249384 -28429.80637921 -28430.14172439 -28431.1420021 -28428.74201595 -28430.35907986 -28429.74232559 -28437.73904121 -28429.69432107 -28445.20486831 -28455.63291302 -28429.77994832 -28431.7445398 -28427.47856874 -28435.10128478 -28427.14463158 -28432.3560314 -28440.95925064 -28448.26740689 -28439.67210039 -28427.58091359 -28433.05357543 -28427.56162328 -28427.61019208 -28428.53441655 -28428.63730755 -28453.6311369 -28431.06114659 -28435.78445713 -28448.61746899 -28428.98747324 -28429.85564404 -28430.43136078 -28430.23714211 -28429.07668515 -28432.45564917 -28428.68029459 -28429.99215628 -28452.49480235 -28429.20857486 -28446.3403553 -28427.81526711 -28428.50238849 -28431.22783373 -28430.40049172 -28427.61814004 -28433.14413472 -28442.92855032 -28430.30841235 -28429.34656474 -28428.68339863 -28438.82666863 -28428.24774669] manylnprob(): p[0] = [ 1.33762493e+00 2.22427971e+00 9.49145391e-01 -8.65927416e-03 7.41462262e-03 1.17203318e-05 9.17412191e-01 8.69501997e-01] main(): current acceptance fraction: 39.5101466576 MCMC took 85.471015 sec Running MCMC mcmc-default-064-015-733.pickle manylnprob(): lnp = [-28429.17212362 -28429.40787182 -28435.06955032 -28428.00494018 -28429.58720545 -28437.15695591 -28436.06361393 -28428.66308655 -28429.27766765 -28428.10013955 -28431.98717356 -28433.75269966 -28429.31391226 -28430.39065496 -28431.46859836 -28428.53814861 -28429.11243469 -28434.59376174 -28458.68560034 -28430.74622534 -28429.56324559 -28431.19228273 -28432.22089058 -28430.7025048 -28427.2324455 -28430.64718397 -28427.58437781 -28428.20265908 -28478.02985907 -28441.41843082 -28434.49402647 -28443.07093464 -28430.93241065 -28430.92763702 -28432.33947239 -28430.70634873 -28428.81583042 -28456.96788014 -28429.42088263 -28429.65795985 -28432.53071431 -28428.08536417 -28432.79854607 -28432.90225239 -28428.93901397 -28438.80065385 -28453.36822244 -28430.79952598 -28427.75314966 -28429.83539341 -28430.56573166 -28430.9822771 -28427.66365391 -28431.15053568 -28433.67943899 -28436.53081376 -28427.53951432 -28431.47069119 -28433.55735439 -28436.07559623 -28432.50722788 -28427.56312698 -28428.04846973 -28428.10309056] manylnprob(): p[0] = [ 1.33488886e+00 2.21882095e+00 9.45894162e-01 -8.70732983e-03 7.34896842e-03 -1.93184364e-05 9.20798185e-01 8.83922378e-01] main(): current acceptance fraction: 39.5393392371 MCMC took 85.764532 sec Running MCMC mcmc-default-064-015-734.pickle manylnprob(): lnp = [-28428.66050974 -28429.52253549 -28429.26834737 -28433.7343976 -28427.95000136 -28429.77155353 -28439.90376201 -28428.84242845 -28431.21359733 -28431.23400591 -28454.77305195 -28434.35369972 -28427.69761349 -28431.18591989 -28432.69321592 -28437.71316237 -28444.04646061 -28440.69160994 -28430.80673611 -28436.06410547 -28430.81111914 -28429.68671054 -28429.37349681 -28427.72630525 -28429.95886072 -28428.34421772 -28428.75421669 -28439.82676507 -28444.41621205 -28436.04129306 -28432.03912511 -28443.28268597 -28440.77198615 -28429.27289533 -28440.70618038 -28430.64142743 -28429.32060664 -28429.09224405 -28430.24724934 -28427.36555727 -28428.38956202 -28442.31627908 -28436.13967408 -28432.5892775 -28428.23223463 -28429.88155306 -28458.5270853 -28428.80724087 -28430.27353079 -28446.75822475 -28432.04222724 -28428.85233931 -28429.02420947 -28438.34170611 -28431.12968175 -28430.24264986 -28427.93051964 -28447.23214044 -28432.50544892 -28454.65779796 -28428.16828702 -28435.94491119 -28428.55114644 -28428.54524795] manylnprob(): p[0] = [ 1.33636109e+00 2.22179764e+00 9.47837087e-01 -8.69452197e-03 7.34989810e-03 -1.61769983e-05 9.20062464e-01 8.76191559e-01] main(): current acceptance fraction: 39.5471938776 MCMC took 86.146493 sec Running MCMC mcmc-default-064-015-735.pickle manylnprob(): lnp = [-28428.83503139 -28428.12735214 -28429.40476905 -28431.79753161 -28434.57429402 -28429.33073165 -28440.67889051 -28428.45940769 -28428.77246835 -28434.46272933 -28438.41557514 -28429.28056338 -28427.96910759 -28443.35470927 -28430.30549266 -28437.354695 -28435.007106 -28442.16286842 -28429.099881 -28432.31960761 -28435.54429222 -28432.97072758 -28446.27577411 -28427.68218482 -28432.2930392 -28432.01660929 -28427.6924956 -28428.16187784 -28444.06081404 -28428.81210265 -28436.1401544 -28442.90851614 -28429.72030273 -28451.56179299 -28428.48419072 -28429.67351039 -28429.87401245 -28449.66648121 -28445.05868661 -28429.51866994 -28433.54982063 -28436.17543983 -28427.94001975 -28431.72853124 -28428.21024347 -28429.72701673 -28444.25849422 -28428.3510738 -28457.21800364 -28430.73513332 -28438.01467047 -28431.47625784 -28428.19678514 -28431.19182972 -28442.54190099 -28436.16124125 -28427.42077755 -28447.2736216 -28433.60235533 -28431.94522586 -28449.07836282 -28431.21806483 -28429.3032895 -28428.0251141 ] manylnprob(): p[0] = [ 1.33941952e+00 2.22800423e+00 9.52020401e-01 -8.68175041e-03 7.32909814e-03 -1.93805006e-05 9.22241554e-01 8.75378991e-01] main(): current acceptance fraction: 39.5592730978 MCMC took 86.058962 sec Running MCMC mcmc-default-064-015-736.pickle manylnprob(): lnp = [-28439.25182662 -28430.96109523 -28430.61531648 -28432.64994132 -28436.72968269 -28433.1917752 -28454.40044384 -28432.86738527 -28432.36619068 -28432.67413403 -28440.70317778 -28429.11576169 -28427.8450218 -28437.5965836 -28427.66316213 -28438.68167234 -28431.79128237 -28429.27906824 -28429.90510988 -28432.73418218 -28429.90231593 -28450.11203752 -28429.16252851 -28427.71177178 -28431.57136009 -28437.20874954 -28427.38798051 -28427.94027597 -28434.41717414 -28455.31276219 -28431.40040618 -28429.3341898 -28430.36776607 -28447.97228885 -28427.67861813 -28435.94863958 -28436.11274694 -28432.13505916 -28431.11430158 -28432.30538208 -28430.29447345 -28428.41383212 -28428.75096423 -28429.57957578 -28431.55436105 -28437.69534238 -28434.15642538 -28429.55315921 -28429.18633752 -28429.25944742 -28429.15959016 -28429.48381228 -28428.1035429 -28433.37519485 -28432.60358889 -28431.44732515 -28428.38442956 -28429.633895 -28431.63749645 -28435.38523881 -28428.31143053 -28430.95167084 -28427.45078916 -28430.94371856] manylnprob(): p[0] = [ 1.34504045e+00 2.23881221e+00 9.59706117e-01 -8.61666824e-03 7.29989632e-03 -9.78144714e-06 9.26585331e-01 8.63736507e-01] main(): current acceptance fraction: 39.562839213 MCMC took 85.044887 sec Running MCMC mcmc-default-064-015-737.pickle manylnprob(): lnp = [-28450.21380224 -28437.96384811 -28428.21144036 -28428.06025652 -28429.94236969 -28433.29404062 -28434.13996617 -28447.48066841 -28429.38081073 -28464.23591911 -28432.1093694 -28432.49525418 -28427.85268047 -28442.35946449 -28428.55216266 -28434.81676037 -28430.80233239 -28440.42229717 -28442.09678651 -28440.56828734 -28427.45893896 -28429.53028877 -28429.00740403 -28430.01216466 -28438.86404862 -28454.35974214 -28427.65539085 -28428.60676583 -28429.69755594 -28428.46289411 -28434.57868295 -28432.16213195 -28429.96555368 -28432.75238011 -28429.17835881 -28429.65812637 -28429.17988255 -28431.09058996 -28450.18048392 -28450.09971363 -28428.38882507 -28429.86983251 -28428.94693972 -28432.98264128 -28444.54382115 -28440.38965578 -28433.97657987 -28429.16991904 -28428.36254556 -28434.72701328 -28431.66733157 -28428.03421034 -28427.93108826 -28436.21089653 -28435.91246796 -28449.17766155 -28449.91049297 -28444.75960967 -28428.80958682 -28430.47612718 -28428.13195218 -28428.31738267 -28439.12997691 -28428.26626854] manylnprob(): p[0] = [ 1.34393119e+00 2.23657068e+00 9.57850055e-01 -8.55180387e-03 7.51443418e-03 8.76592175e-05 9.20590957e-01 9.11261876e-01] main(): current acceptance fraction: 39.5706300813 MCMC took 85.963737 sec Running MCMC mcmc-default-064-015-738.pickle manylnprob(): lnp = [-28434.08673426 -28429.4238047 -28436.51479724 -28432.58972866 -28429.26087792 -28430.60232275 -28429.94216866 -28446.57569892 -28428.43510434 -28463.07450904 -28429.5827597 -28432.84509875 -28428.05149393 -28433.11621279 -28428.42169206 -28428.5799421 -28435.39009743 -28428.88583056 -28431.66031643 -28432.48203469 -28428.22054002 -28430.36578305 -28427.81558408 -28433.58022307 -28445.95250926 -28439.99170774 -28428.13379431 -28432.53410973 -28435.00738328 -28428.88785335 -28459.11471253 -28429.66543797 -28445.14013607 -28433.24620419 -28428.44484347 -28442.14483665 -28427.85990668 -28430.26321996 -28435.46586569 -28428.74660197 -28461.65975267 -28440.99757615 -28437.35929134 -28434.79881086 -28435.88334046 -28439.73496496 -28443.9660522 -28435.21690718 -28428.41064216 -28427.90054164 -28437.26475117 -28440.65521756 -28440.74204535 -28431.46697416 -28435.90731449 -28430.69101238 -28429.52695903 -28429.95163446 -28432.73497241 -28428.99559079 -28449.68285974 -28428.12356732 -28433.45442704 -28428.48358721] manylnprob(): p[0] = [ 1.34542049e+00 2.24007898e+00 9.60178758e-01 -8.63083672e-03 7.27867511e-03 -3.34027993e-05 9.20071213e-01 8.73764899e-01] main(): current acceptance fraction: 39.5720568336 MCMC took 85.932969 sec Running MCMC mcmc-default-064-015-739.pickle manylnprob(): lnp = [-28430.74574229 -28427.90366947 -28439.55337829 -28430.91470852 -28429.03351574 -28428.87769398 -28438.97163729 -28429.51271516 -28432.13579504 -28431.419078 -28429.00811412 -28431.85272188 -28436.08648053 -28428.56807573 -28428.69578133 -28428.51899143 -28431.85616255 -28428.84836771 -28433.5190082 -28448.68055189 -28433.17538134 -28433.36073155 -28427.37519824 -28433.69637769 -28434.42339346 -28450.06255432 -28427.06327541 -28429.24846783 -28436.54012836 -28431.71549186 -28434.80736764 -28427.48838067 -28433.91580987 -28428.56531716 -28441.77066496 -28447.69686547 -28441.20152562 -28430.72106853 -28428.98158559 -28429.83407519 -28447.59535942 -28462.69342632 -28445.70663587 -28436.06289173 -28431.975522 -28430.55081996 -28431.71432959 -28428.93716671 -28445.32252416 -28429.69969015 -28445.89059245 -28428.41867216 -28428.13333107 -28428.91859325 -28448.96358827 -28436.42845577 -28427.67273869 -28429.53329126 -28434.73590889 -28427.78077945 -28433.48490994 -28431.77113851 -28436.87919383 -28447.21403438] manylnprob(): p[0] = [ 1.33894383e+00 2.22683266e+00 9.51325787e-01 -8.66675875e-03 7.36925563e-03 -1.59587122e-06 9.25685912e-01 8.78341939e-01] main(): current acceptance fraction: 39.5734797297 MCMC took 85.887816 sec Plotting trajectory traj-default-064-015-740.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-740.png Running MCMC mcmc-default-064-015-740.pickle manylnprob(): lnp = [-28439.17368843 -28429.03777314 -28430.31112573 -28434.79942791 -28431.95867052 -28429.34515293 -28435.22213069 -28429.50073671 -28431.12709548 -28443.72668761 -28430.03836949 -28432.50621243 -28427.98135234 -28428.19654967 -28429.58600911 -28450.10385375 -28432.43609862 -28428.76966096 -28430.83512878 -28447.97026685 -28430.51688535 -28446.12720443 -28428.86794651 -28428.86221001 -28434.05457628 -28430.02291735 -28428.65475503 -28440.35918635 -28433.10952002 -28443.360849 -28431.9025788 -28432.80142894 -28440.68445399 -28437.38720413 -28429.41135196 -28428.46670529 -28440.55892863 -28472.79552306 -28429.80764617 -28429.82103039 -28429.96708432 -28429.1364376 -28427.96384814 -28432.66124441 -28432.3061881 -28440.48620459 -28428.52542922 -28428.7429335 -28429.33142629 -28428.62202996 -28433.21809609 -28428.03443952 -28427.95756192 -28437.4018251 -28431.7544761 -28441.7501103 -28428.86743209 -28428.65019883 -28436.7262421 -28429.75710034 -28439.08397012 -28429.14322083 -28429.16505525 -28428.14470154] manylnprob(): p[0] = [ 1.33842392e+00 2.22524323e+00 9.50766036e-01 -8.65277334e-03 7.42522626e-03 2.12761721e-05 9.26871290e-01 8.87899328e-01] main(): current acceptance fraction: 39.5812246964 MCMC took 86.213638 sec Running MCMC mcmc-default-064-015-741.pickle manylnprob(): lnp = [-28438.90501951 -28428.09134598 -28429.36336647 -28430.65105525 -28433.43463932 -28429.27066394 -28434.15734478 -28428.66554002 -28429.80612704 -28439.29143011 -28432.08216624 -28432.10982049 -28429.00874391 -28429.46657053 -28427.33090874 -28428.82692002 -28431.76186957 -28441.59684096 -28430.06025098 -28430.49175083 -28430.65660311 -28445.69172809 -28429.61230304 -28436.49455156 -28430.30558352 -28434.37726914 -28433.94015004 -28431.83412273 -28441.44258559 -28429.92361998 -28436.74139751 -28432.7693649 -28430.98666088 -28442.33040335 -28435.10112519 -28427.97587088 -28429.14991648 -28431.11407594 -28430.53417964 -28429.93078986 -28433.05701799 -28435.25901538 -28428.89939094 -28429.81956422 -28429.99678179 -28440.74911515 -28433.08864694 -28446.66786968 -28430.77474678 -28439.19176333 -28436.52638507 -28430.58200118 -28427.92211385 -28428.29438962 -28442.82969753 -28437.32043356 -28428.5522906 -28428.9393856 -28443.60674357 -28429.01667821 -28443.55393175 -28431.10730489 -28433.95172065 -28429.26402047] manylnprob(): p[0] = [ 1.33801458e+00 2.22501467e+00 9.50170437e-01 -8.73665841e-03 7.26870731e-03 -5.43119892e-05 9.39368219e-01 9.13859765e-01] main(): current acceptance fraction: 39.5952661725 MCMC took 85.889285 sec Running MCMC mcmc-default-064-015-742.pickle manylnprob(): lnp = [-28435.33537617 -28429.76801863 -28430.03768988 -28438.09522264 -28430.50483073 -28435.5531575 -28430.3238502 -28433.23511523 -28432.84547896 -28440.33086196 -28428.28032668 -28441.33148586 -28429.64247251 -28430.29931385 -28436.26516845 -28434.47444736 -28429.47380008 -28430.02482781 -28431.46670661 -28437.74764257 -28431.80219274 -28434.84314724 -28444.58429401 -28428.60712531 -28432.63788333 -28429.21371951 -28427.85009225 -28441.81268642 -28435.93671162 -28429.42285559 -28430.2002275 -28438.76608653 -28432.46835593 -28441.9697741 -28429.40899907 -28428.98403609 -28426.93469668 -28428.1381679 -28428.27952926 -28429.23506134 -28451.34465338 -28429.56499066 -28429.01179406 -28430.64849203 -28429.9033346 -28430.18724309 -28427.98135315 -28434.04635489 -28430.60200604 -28441.2323029 -28432.25195726 -28430.79155305 -28435.8712559 -28433.62417441 -28437.13706082 -28430.73289081 -28428.96155754 -28429.02652074 -28458.29501077 -28428.01671944 -28430.38522984 -28446.70331765 -28464.10769148 -28429.54008098] manylnprob(): p[0] = [ 1.34316584e+00 2.23515504e+00 9.57120832e-01 -8.61148732e-03 7.36956718e-03 4.69915672e-06 9.25930268e-01 8.84310790e-01] main(): current acceptance fraction: 39.6134757739 MCMC took 85.977558 sec Running MCMC mcmc-default-064-015-743.pickle manylnprob(): lnp = [-28427.89573167 -28428.65829306 -28429.85984578 -28434.16495342 -28433.38818746 -28429.55504406 -28436.20663031 -28442.75178287 -28432.14548873 -28429.80231264 -28446.13769285 -28432.31461641 -28434.11268072 -28428.43164729 -28429.05873282 -28427.90767425 -28431.14048031 -28429.12159802 -28428.77494657 -28430.3575557 -28452.03469457 -28429.01503106 -28436.56076252 -28430.38940487 -28438.42546592 -28428.28323034 -28431.53031884 -28427.8378061 -28445.86806196 -28430.38659839 -28429.2660205 -28433.52074418 -28432.91587201 -28431.46944923 -28433.05354895 -28430.08874461 -28429.24038198 -28429.40596882 -28432.4552141 -28429.28302929 -28436.74660838 -28429.08869024 -28434.3092997 -28428.86010379 -28430.82527084 -28428.57554477 -28427.96231846 -28436.15654505 -28430.65842712 -28435.37985073 -28439.47320843 -28432.420626 -28432.6975835 -28479.62605049 -28428.82191136 -28435.52943621 -28428.87697284 -28429.0062158 -28430.53777923 -28428.90936463 -28430.26192364 -28431.18145166 -28434.66218058 -28428.22571776] manylnprob(): p[0] = [ 1.33937788e+00 2.22777484e+00 9.51630327e-01 -8.68884960e-03 7.31250719e-03 -2.65984044e-05 9.23851404e-01 8.67254706e-01] main(): current acceptance fraction: 39.6274361559 MCMC took 85.387449 sec Running MCMC mcmc-default-064-015-744.pickle manylnprob(): lnp = [-28431.48825863 -28431.55905112 -28430.65450366 -28436.43979673 -28436.65341799 -28428.59663712 -28431.08310972 -28429.15371029 -28430.46972645 -28432.13006954 -28450.93365628 -28433.88952948 -28434.41468151 -28429.53569542 -28428.62565856 -28430.19420814 -28448.23169654 -28427.69519907 -28428.52550946 -28434.00094764 -28429.2222655 -28428.3096729 -28428.74348143 -28430.24727999 -28433.93851454 -28436.08963789 -28429.97582771 -28428.26890901 -28436.66715032 -28438.44688434 -28429.6053951 -28430.95861281 -28431.49975886 -28459.35930866 -28429.53202679 -28430.40408 -28427.93699537 -28432.36016084 -28429.48576307 -28431.6155416 -28432.36708114 -28429.35179442 -28437.09142502 -28428.27349368 -28445.03404284 -28439.51875454 -28428.43740426 -28429.11323654 -28448.41315337 -28473.81753625 -28431.95798529 -28430.29600594 -28433.02205773 -28431.52412034 -28429.13089477 -28436.43185509 -28428.83802207 -28430.63691892 -28430.25768924 -28429.52572057 -28428.68348845 -28430.4223929 -28463.32675287 -28429.35718045] manylnprob(): p[0] = [ 1.33747906e+00 2.22395147e+00 9.49447305e-01 -8.74838016e-03 7.21107013e-03 -7.08614658e-05 9.30657003e-01 8.82215610e-01] main(): current acceptance fraction: 39.6455536913 MCMC took 85.900744 sec Running MCMC mcmc-default-064-015-745.pickle manylnprob(): lnp = [-28463.64791289 -28432.46103855 -28429.65033901 -28429.38120544 -28434.10505569 -28434.75324522 -28430.73422861 -28429.28604793 -28431.64107381 -28433.92406159 -28431.10729104 -28447.13851371 -28454.90623422 -28433.87206101 -28427.84737019 -28428.77175217 -28453.2486564 -28427.31442889 -28428.38327361 -28433.82049204 -28429.40575118 -28430.27438964 -28429.1195937 -28428.41370543 -28435.40732848 -28429.06338643 -28428.03131506 -28428.54232373 -28450.21728779 -28432.76078667 -28428.23781445 -28429.28169955 -28431.131096 -28433.45878833 -28429.74060297 -28429.4264108 -28431.86372778 -28442.0363556 -28432.09937024 -28441.86638517 -28430.48761478 -28447.97774643 -28428.64144434 -28434.8240976 -28434.06837568 -28449.08968988 -28430.05357969 -28431.42981198 -28447.2102882 -28456.08440195 -28443.63067839 -28437.66749851 -28428.90754146 -28433.15764985 -28431.60645621 -28430.83083731 -28428.60916227 -28429.04968749 -28430.07829044 -28435.10576958 -28428.42597975 -28428.31495788 -28439.65199318 -28433.83370874] manylnprob(): p[0] = [ 1.33717204e+00 2.22234329e+00 9.49758326e-01 -8.72254596e-03 7.28512847e-03 -4.39731949e-05 9.39138457e-01 9.07222599e-01] main(): current acceptance fraction: 39.646866622 MCMC took 86.487361 sec Running MCMC mcmc-default-064-015-746.pickle manylnprob(): lnp = [-28428.92132389 -28432.57871113 -28441.13755257 -28429.04902138 -28433.60293005 -28449.65729379 -28429.20786199 -28434.19042037 -28441.69772973 -28463.26682053 -28429.071344 -28445.1243912 -28449.30350435 -28428.7776391 -28432.11327175 -28428.27655616 -28455.44643985 -28429.19176716 -28430.79799752 -28435.15769007 -28429.60157096 -28442.96904202 -28435.53128114 -28434.46065444 -28446.67010259 -28437.43021691 -28428.13418701 -28438.78273419 -28464.36071791 -28436.53631228 -28429.22438774 -28428.79225189 -28429.28488554 -28431.50508876 -28434.35781005 -28430.16833031 -28456.41596454 -28430.31833163 -28430.52085852 -28428.7022317 -28429.26684979 -28428.7619332 -28428.94048747 -28429.48594619 -28431.94847116 -28442.51869079 -28428.77458068 -28430.32581631 -28429.24009983 -28429.96303375 -28432.07957745 -28431.5288768 -28429.79799004 -28431.01911074 -28430.68870069 -28427.20187761 -28429.68814807 -28444.4985182 -28446.44997113 -28447.66948051 -28428.40508743 -28436.00997246 -28434.04328556 -28435.9648476 ] manylnprob(): p[0] = [ 1.33765450e+00 2.22503251e+00 9.49921962e-01 -8.78099362e-03 7.18831119e-03 -9.01081491e-05 9.29592742e-01 8.64840200e-01] main(): current acceptance fraction: 39.6419009371 MCMC took 85.547807 sec Running MCMC mcmc-default-064-015-747.pickle manylnprob(): lnp = [-28440.9238851 -28429.47862829 -28433.44495038 -28427.4664017 -28446.18898689 -28429.4391164 -28435.78756729 -28431.02858881 -28441.20152923 -28430.66525321 -28429.0459279 -28433.13789777 -28460.14280606 -28428.61224524 -28457.63901854 -28428.15805078 -28430.05831146 -28426.87167925 -28428.04937407 -28431.95530203 -28429.41308203 -28432.46026381 -28450.10533028 -28428.6440204 -28429.98915837 -28429.11130651 -28428.79456293 -28440.76225193 -28446.85883891 -28462.9951424 -28428.66053247 -28428.75306932 -28432.39299754 -28440.06767491 -28436.11047445 -28428.0443251 -28431.47257428 -28428.9867603 -28430.67314257 -28430.82406369 -28459.48470624 -28434.72499588 -28428.96847325 -28433.94840497 -28432.90773094 -28428.57696974 -28428.2155905 -28430.55248438 -28429.26382805 -28440.08555533 -28441.04476459 -28429.87872404 -28434.11682856 -28429.09704454 -28434.26018983 -28428.84586347 -28427.73198106 -28433.80177032 -28434.0370059 -28429.59976935 -28428.96528666 -28429.97822706 -28436.49706914 -28429.30498712] manylnprob(): p[0] = [ 1.34902261e+00 2.24708472e+00 9.64246127e-01 -8.66771915e-03 7.13950084e-03 -7.50241315e-05 9.42091748e-01 8.75034932e-01] main(): current acceptance fraction: 39.6536597594 MCMC took 86.630922 sec Running MCMC mcmc-default-064-015-748.pickle manylnprob(): lnp = [-28470.77462103 -28432.93122967 -28441.12928133 -28430.42276139 -28432.40686593 -28430.65488029 -28431.1467709 -28428.37706309 -28433.28734864 -28438.72258561 -28438.55989089 -28433.75485025 -28442.85522451 -28428.52103413 -28429.11784246 -28427.57789011 -28448.25642862 -28440.01408737 -28427.98950247 -28432.00426446 -28430.23753831 -28446.97003163 -28428.69318634 -28428.05712475 -28427.8022094 -28428.69575112 -28429.07015076 -28440.78243461 -28433.92718085 -28432.14244299 -28429.43548582 -28427.9754888 -28449.75013677 -28443.55361267 -28432.17044923 -28453.72800946 -28431.75446916 -28445.4904383 -28427.66528978 -28431.05798947 -28429.56923682 -28429.45861089 -28429.6603187 -28429.53829066 -28433.32450479 -28428.6552754 -28434.6621151 -28430.42236199 -28451.51309182 -28447.6431177 -28448.31349223 -28432.85306143 -28436.19338601 -28432.97796106 -28440.1780057 -28434.83042535 -28432.82576825 -28430.28131199 -28446.16779409 -28456.05189774 -28429.55616402 -28428.90703474 -28445.91880938 -28437.00775932] manylnprob(): p[0] = [ 1.33326731e+00 2.21557462e+00 9.45326304e-01 -8.84038107e-03 7.18339020e-03 -9.32275004e-05 9.43863108e-01 9.42738644e-01] main(): current acceptance fraction: 39.6445260347 MCMC took 85.850911 sec Running MCMC mcmc-default-064-015-749.pickle manylnprob(): lnp = [-28438.26450654 -28433.42968722 -28453.28399744 -28443.87785411 -28429.73408093 -28442.67150491 -28430.33678413 -28429.6628369 -28451.58911812 -28428.20591584 -28433.29726045 -28450.13266723 -28433.9040288 -28448.36787213 -28429.00858257 -28430.07372645 -28428.70230377 -28444.06804618 -28444.73671123 -28444.82904833 -28428.8933199 -28439.48008874 -28432.84120377 -28434.63278571 -28429.81251555 -28428.04353452 -28432.56328383 -28427.85869052 -28432.41301038 -28429.99573558 -28428.7879325 -28428.71146662 -28431.10474857 -28429.82142424 -28431.66273308 -28429.56559978 -28429.69017747 -28428.94790774 -28429.07865268 -28433.11919884 -28454.30686552 -28428.91332957 -28429.58163047 -28429.11575111 -28443.10376849 -28445.88334725 -28427.90866578 -28432.36349283 -28429.09358601 -28449.99776184 -28431.50270149 -28427.92742932 -28433.27003 -28464.30215475 -28430.80156604 -28434.27960417 -28432.63757448 -28428.46515367 -28429.53415325 -28433.53850593 -28428.88872055 -28438.28016813 -28437.48537723 -28428.13263299] manylnprob(): p[0] = [ 1.33655868e+00 2.22208960e+00 9.48682545e-01 -8.77915532e-03 7.19609191e-03 -8.06689447e-05 9.37132892e-01 9.04948179e-01] main(): current acceptance fraction: 39.63125 MCMC took 85.711222 sec Plotting trajectory traj-default-064-015-750.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-750.png Running MCMC mcmc-default-064-015-750.pickle manylnprob(): lnp = [-28428.09932748 -28432.34147993 -28431.39234847 -28432.81537628 -28429.38681946 -28429.32242601 -28428.44649717 -28442.24214226 -28430.03045855 -28428.08804287 -28427.95350074 -28432.26505512 -28459.25427378 -28438.5744106 -28431.50861807 -28450.41615476 -28429.22227246 -28433.29578116 -28442.05920731 -28428.50478559 -28431.68940429 -28430.4937248 -28439.54323945 -28428.33242055 -28433.43254098 -28428.6155972 -28433.65570418 -28428.14471515 -28429.23925938 -28449.1214867 -28432.00243933 -28428.59788696 -28441.54055387 -28430.33319247 -28429.29768929 -28429.06629201 -28431.77190049 -28442.43467217 -28437.90188806 -28444.05794874 -28428.95499404 -28445.92892397 -28444.73024517 -28429.87941762 -28437.94397832 -28428.98705333 -28428.60658042 -28430.11228232 -28432.68899558 -28440.90042053 -28438.9052922 -28432.13399006 -28435.79989987 -28450.04044927 -28437.2829287 -28427.91806499 -28428.22723609 -28435.64886866 -28446.07256503 -28436.29028523 -28430.4009822 -28435.55766104 -28452.41072836 -28429.01186499] manylnprob(): p[0] = [ 1.33620065e+00 2.22158153e+00 9.47507537e-01 -8.75765674e-03 7.23977500e-03 -6.97633791e-05 9.24703994e-01 8.79295051e-01] main(): current acceptance fraction: 39.6284121172 MCMC took 85.632649 sec Running MCMC mcmc-default-064-015-751.pickle manylnprob(): lnp = [-28427.85716769 -28429.03876826 -28433.31389844 -28436.20446289 -28430.11954409 -28443.66703307 -28432.52383247 -28428.26089587 -28430.49679899 -28429.48892238 -28427.9669476 -28434.47392263 -28428.15924505 -28432.4650803 -28427.25621011 -28428.5826727 -28428.2547139 -28430.54104872 -28429.83856522 -28436.22145724 -28442.11424063 -28437.99679722 -28430.89026808 -28428.3283872 -28431.70374356 -28428.69936886 -28430.91883249 -28430.03003479 -28432.09123035 -28433.90218755 -28452.4166129 -28429.28566108 -28429.73132182 -28495.83722671 -28432.69269424 -28445.94769391 -28442.96796104 -28449.20774202 -28431.88945619 -28443.93496874 -28430.48895774 -28427.77551254 -28436.91605036 -28442.06429917 -28436.09685916 -28440.01761212 -28428.57328215 -28433.44723665 -28435.96774701 -28437.38226666 -28433.32104959 -28433.09159242 -28449.14168395 -28448.50077902 -28430.75087014 -28431.23476463 -28427.7949435 -28435.2477723 -28427.57927942 -28428.23825518 -28429.78889055 -28429.84024254 -28433.21686037 -28428.770912 ] manylnprob(): p[0] = [ 1.33681155e+00 2.22285894e+00 9.48316945e-01 -8.75252184e-03 7.23995512e-03 -6.87966617e-05 9.24479865e-01 8.75478398e-01] main(): current acceptance fraction: 39.6276595745 MCMC took 85.348011 sec Running MCMC mcmc-default-064-015-752.pickle manylnprob(): lnp = [-28426.84977094 -28428.82008534 -28431.5710247 -28432.27487067 -28432.1307847 -28435.70657011 -28450.91753858 -28429.01691713 -28436.79990919 -28440.67285743 -28429.30335001 -28452.23588052 -28446.31545653 -28428.0594205 -28436.26958942 -28430.23670739 -28429.73899869 -28453.55010101 -28452.40319105 -28447.21212695 -28437.52996754 -28430.46263599 -28430.9668712 -28429.33439363 -28436.40069477 -28427.70584024 -28434.13094587 -28429.65608981 -28430.48962395 -28489.39010368 -28445.37285971 -28432.29548535 -28437.20485796 -28433.20950325 -28440.60625114 -28429.81462667 -28431.70385403 -28429.60470446 -28455.02826942 -28448.11404288 -28428.112702 -28432.3533966 -28429.87071936 -28432.51343747 -28465.18613721 -28428.77057621 -28429.49675045 -28455.03612864 -28431.21368475 -28443.22413487 -28432.81997402 -28432.01823083 -28434.99220165 -28428.66720685 -28432.0734447 -28458.45432251 -28429.23849424 -28430.74791077 -28427.88692939 -28444.34706963 -28428.17681515 -28428.53493529 -28453.73729243 -28431.04036206] manylnprob(): p[0] = [ 1.33455680e+00 2.21827536e+00 9.45343905e-01 -8.75504621e-03 7.28283190e-03 -5.41324346e-05 9.17864108e-01 8.60325498e-01] main(): current acceptance fraction: 39.6289840637 MCMC took 85.646329 sec Running MCMC mcmc-default-064-015-753.pickle manylnprob(): lnp = [-28439.16227818 -28434.26521583 -28432.09295763 -28435.90577982 -28429.51000505 -28432.03360077 -28440.98617987 -28429.92529311 -28439.21623951 -28443.32046852 -28444.78472135 -28447.30739687 -28429.90625869 -28428.60370377 -28437.81762181 -28428.84349389 -28429.72730757 -28431.2394877 -28429.61514067 -28431.60139909 -28431.45480874 -28430.50157898 -28434.76841715 -28440.46318873 -28429.44023366 -28431.3802058 -28434.38774102 -28431.28169516 -28434.84443815 -28430.45041201 -28458.35477708 -28432.2384402 -28431.50417445 -28438.36793099 -28437.46503006 -28431.19705655 -28432.0031266 -28429.05811439 -28457.92086506 -28429.64354876 -28428.49950787 -28432.8480393 -28429.31705003 -28429.69759654 -28431.43390544 -28428.012396 -28431.50877344 -28430.52823923 -28438.95292701 -28434.44480062 -28448.42045881 -28432.30849905 -28431.2021982 -28431.29581486 -28431.69877753 -28434.73417372 -28428.63064684 -28430.52884355 -28430.70414449 -28429.48867144 -28428.17043404 -28445.27255405 -28438.83768385 -28432.44491157] manylnprob(): p[0] = [ 1.33626482e+00 2.22169924e+00 9.47854912e-01 -8.83088159e-03 7.11706954e-03 -1.36197971e-04 9.34356654e-01 8.96441675e-01] main(): current acceptance fraction: 39.632377321 MCMC took 84.771968 sec Running MCMC mcmc-default-064-015-754.pickle manylnprob(): lnp = [-28428.14132831 -28428.43480624 -28457.7484057 -28466.17146322 -28429.87735163 -28429.17172873 -28434.55064793 -28431.8885901 -28432.61321538 -28428.5252072 -28428.32539262 -28433.08032031 -28459.83958082 -28429.51977026 -28431.56183636 -28449.65467661 -28433.68265917 -28431.45493431 -28434.96475768 -28428.34071029 -28455.00865523 -28431.07405897 -28431.83216977 -28427.43678641 -28438.30138518 -28443.29846452 -28434.76023225 -28430.88301949 -28436.66781925 -28429.77824623 -28431.92283525 -28446.98301755 -28430.3483797 -28434.19024595 -28458.81420652 -28429.54610923 -28434.37807721 -28433.73248112 -28430.19538652 -28430.71583349 -28427.44646188 -28439.26498522 -28430.03639336 -28441.68302412 -28433.40034364 -28427.36862901 -28467.07907101 -28453.07617145 -28470.41899529 -28429.34746026 -28437.96031025 -28431.23651593 -28444.33505116 -28428.4534644 -28435.43533741 -28453.16869284 -28429.59292786 -28428.4726608 -28431.02203699 -28428.20410582 -28428.42814584 -28440.8068361 -28433.52919496 -28432.12496243] manylnprob(): p[0] = [ 1.33803240e+00 2.22510845e+00 9.49576958e-01 -8.69325984e-03 7.30183541e-03 -3.40321204e-05 9.22870986e-01 8.77187902e-01] main(): current acceptance fraction: 39.6254139073 MCMC took 86.231812 sec Running MCMC mcmc-default-064-015-755.pickle manylnprob(): lnp = [-28429.2975192 -28435.21479235 -28432.02884502 -28429.03398078 -28427.60416065 -28436.11916205 -28440.79471709 -28430.43489047 -28439.83085573 -28428.9530077 -28428.94484837 -28444.64693959 -28429.75543774 -28428.5754038 -28434.34417992 -28428.51712575 -28430.93291622 -28445.71565038 -28433.47121295 -28444.66177214 -28431.84310094 -28431.00256208 -28440.12686512 -28439.79940047 -28434.92110497 -28430.88698077 -28436.27131319 -28436.40035818 -28433.13004779 -28432.83013995 -28429.15518951 -28436.37109165 -28429.20574066 -28431.89660452 -28447.80820999 -28429.58157896 -28446.26075718 -28447.20193116 -28439.16579901 -28430.64638629 -28443.36346754 -28448.14719262 -28440.49320382 -28431.54234478 -28429.42511224 -28428.12982754 -28451.63343416 -28457.7563201 -28444.29408922 -28430.02031169 -28432.32983119 -28434.43831233 -28436.67662911 -28428.00384028 -28436.90125952 -28444.06180096 -28439.8793288 -28445.48923792 -28430.94628332 -28431.53800765 -28428.7144868 -28441.60739214 -28433.05112607 -28429.51726194] manylnprob(): p[0] = [ 1.33110190e+00 2.21118268e+00 9.40807302e-01 -8.80921571e-03 7.24438681e-03 -8.27198058e-05 9.23067685e-01 8.84082002e-01] main(): current acceptance fraction: 39.6267361111 MCMC took 85.252728 sec Running MCMC mcmc-default-064-015-756.pickle manylnprob(): lnp = [-28443.86812607 -28428.71088607 -28441.61082805 -28429.33593173 -28427.45627418 -28439.41761634 -28437.12953088 -28441.64916354 -28436.78949299 -28438.37089245 -28427.9802015 -28430.64047294 -28427.96712682 -28433.17828098 -28435.43262213 -28428.30096723 -28435.48747616 -28446.04262544 -28457.59403925 -28427.95986305 -28431.6433081 -28443.34066334 -28458.16977046 -28429.33527123 -28437.41212999 -28431.22356963 -28454.71836388 -28433.70459555 -28430.49168698 -28433.70982251 -28430.86559802 -28432.32105844 -28429.08602793 -28441.47710371 -28440.78737383 -28429.10988633 -28445.95649901 -28434.43642327 -28443.4922214 -28434.57075109 -28434.94088868 -28430.16972662 -28434.73681355 -28430.39741272 -28429.28371542 -28428.26754975 -28455.87611866 -28452.81745474 -28432.12516299 -28464.39120045 -28448.45739464 -28435.26084602 -28431.84149535 -28429.84208719 -28439.25074665 -28429.37819091 -28429.57986114 -28428.07273393 -28429.96534249 -28431.46999136 -28430.96135997 -28429.06572418 -28448.75727937 -28434.15740869] manylnprob(): p[0] = [ 1.32692788e+00 2.20233085e+00 9.35440129e-01 -8.83581713e-03 7.28124740e-03 -5.85674451e-05 9.36508760e-01 9.12745172e-01] main(): current acceptance fraction: 39.6115422721 MCMC took 85.350046 sec Running MCMC mcmc-default-064-015-757.pickle manylnprob(): lnp = [-28453.91431276 -28437.38973541 -28432.05705363 -28448.44113703 -28429.01869665 -28432.14142451 -28430.43208386 -28428.29556321 -28467.15141647 -28435.41500386 -28429.21155278 -28428.23453493 -28428.80501866 -28428.77535512 -28427.78708215 -28429.16231584 -28430.54425782 -28429.72405221 -28428.60205278 -28450.44631147 -28432.274973 -28434.17862009 -28430.75349944 -28431.86671711 -28429.48000381 -28438.44084401 -28429.35946079 -28459.37520615 -28428.35394868 -28441.4325302 -28435.98910788 -28432.29779908 -28432.92049176 -28448.14950662 -28452.56730734 -28431.5365079 -28432.81425203 -28450.29124197 -28429.07035192 -28432.81761063 -28429.69402306 -28430.56121985 -28430.67209879 -28428.04694518 -28429.71125503 -28427.84214849 -28443.71284549 -28450.12052603 -28431.16494482 -28429.79608074 -28437.16108311 -28433.2220835 -28444.71668352 -28428.95233766 -28435.26709225 -28429.94002682 -28429.9231409 -28427.84476323 -28437.73270669 -28429.94425969 -28429.92178527 -28429.37871278 -28434.29088949 -28441.70006357] manylnprob(): p[0] = [ 1.31916148e+00 2.18602735e+00 9.25203635e-01 -8.83887667e-03 7.36483025e-03 -5.20919945e-05 9.23934320e-01 9.40461878e-01] main(): current acceptance fraction: 39.6273087071 MCMC took 85.999432 sec Running MCMC mcmc-default-064-015-758.pickle manylnprob(): lnp = [-28428.37792595 -28430.2498987 -28449.21579629 -28455.09085935 -28429.45957408 -28437.72320136 -28440.41814932 -28428.20096117 -28434.9770696 -28432.54223819 -28428.47376919 -28429.64016913 -28431.11435516 -28429.02786125 -28429.37667874 -28432.74813334 -28434.46083688 -28434.63076006 -28433.06561982 -28433.56228642 -28429.21540586 -28459.02036544 -28430.57671945 -28434.26869822 -28431.72116128 -28431.45877899 -28435.98977709 -28454.0022606 -28434.34373224 -28431.49279733 -28448.26850219 -28430.00487103 -28432.96156482 -28429.27926453 -28430.61233905 -28480.47167002 -28439.82885233 -28442.60763391 -28428.18868179 -28430.97270957 -28430.65937291 -28430.38051824 -28431.36918518 -28429.36993273 -28441.85962955 -28428.19657275 -28433.66288012 -28465.18254022 -28429.00773321 -28430.0343115 -28441.97683312 -28431.39117638 -28428.63424174 -28441.81565985 -28431.61054843 -28429.00404824 -28444.53317824 -28427.7452804 -28430.87718712 -28448.97778462 -28431.95931671 -28430.47141038 -28433.44175322 -28430.41044105] manylnprob(): p[0] = [ 1.33155940e+00 2.21247754e+00 9.41685641e-01 -8.80300697e-03 7.24798038e-03 -7.62921661e-05 9.20067203e-01 8.81565000e-01] main(): current acceptance fraction: 39.6450922266 MCMC took 85.243133 sec Running MCMC mcmc-default-064-015-759.pickle manylnprob(): lnp = [-28430.52395012 -28428.07485939 -28437.73947723 -28430.14191617 -28429.60478126 -28428.89809858 -28430.76398828 -28429.08466471 -28430.48509716 -28429.45177269 -28429.17648059 -28433.89159292 -28427.78126539 -28430.09438951 -28429.3595882 -28449.72590249 -28431.63270248 -28432.26424151 -28428.29823697 -28431.11369481 -28428.77294834 -28433.24889641 -28430.80391724 -28428.01094176 -28431.65529483 -28435.60408674 -28437.40365391 -28443.78627722 -28428.16605572 -28434.18705839 -28456.88762361 -28432.56911655 -28443.61411623 -28459.9413508 -28430.80998688 -28428.4014943 -28444.39754008 -28444.79260809 -28434.64583142 -28431.45494799 -28444.6838338 -28435.71671797 -28444.13659175 -28434.95681396 -28433.00037182 -28427.80292404 -28428.42522409 -28436.02835875 -28435.48343491 -28436.79021934 -28431.30579512 -28429.96432691 -28442.43426876 -28434.03304119 -28428.66554111 -28450.04141216 -28428.5188796 -28428.25491731 -28446.93249832 -28429.33147138 -28429.63669282 -28434.09682925 -28434.86140394 -28472.49849816] manylnprob(): p[0] = [ 1.32138926e+00 2.19215005e+00 9.28440452e-01 -8.92807800e-03 7.13583077e-03 -1.71397639e-04 9.23236627e-01 8.79893843e-01] main(): current acceptance fraction: 39.6422697368 MCMC took 85.654432 sec Plotting trajectory traj-default-064-015-760.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-760.png Running MCMC mcmc-default-064-015-760.pickle manylnprob(): lnp = [-28439.48479362 -28430.14167641 -28442.4329771 -28442.49958567 -28427.89130081 -28429.25426141 -28435.28089306 -28428.8046865 -28435.99226249 -28429.29105742 -28429.77608496 -28434.41588457 -28431.76509516 -28429.19841048 -28436.50495757 -28454.56957211 -28430.53866232 -28453.8694381 -28429.43798504 -28430.9150896 -28447.16575582 -28430.05740866 -28434.87246629 -28429.80096035 -28433.77155146 -28440.86817105 -28428.33835471 -28432.17354086 -28436.64862612 -28435.87692051 -28431.22652099 -28432.51712805 -28456.88830218 -28429.25053122 -28448.16298171 -28440.9701989 -28463.29160839 -28429.57966155 -28430.05040957 -28430.51902273 -28432.62359249 -28451.19615786 -28428.67722111 -28430.48372004 -28428.26242229 -28428.07840136 -28429.38499787 -28453.29862633 -28440.9410684 -28428.865644 -28446.14797796 -28434.79125461 -28453.43534478 -28429.96169281 -28433.59230978 -28427.24889463 -28428.99543485 -28428.43704761 -28438.10535459 -28431.14431808 -28449.82452985 -28428.52782204 -28435.91892337 -28430.17016959] manylnprob(): p[0] = [ 1.32861477e+00 2.20576537e+00 9.37041435e-01 -8.85958989e-03 7.22405861e-03 -1.11039010e-04 9.27675069e-01 9.02897301e-01] main(): current acceptance fraction: 39.6497207622 MCMC took 84.584314 sec Running MCMC mcmc-default-064-015-761.pickle manylnprob(): lnp = [-28429.20602847 -28436.33104723 -28448.79848072 -28441.68432358 -28429.24761569 -28428.3907216 -28440.56424288 -28428.56910015 -28428.68342242 -28446.98155144 -28428.95908262 -28434.6644548 -28428.0901565 -28431.90715611 -28427.91661843 -28430.55161158 -28433.86776405 -28435.49801566 -28437.88195921 -28429.85838761 -28429.59609777 -28429.23766675 -28442.74674072 -28427.17075368 -28444.65125802 -28457.0189447 -28429.64436702 -28433.73093736 -28428.37807478 -28485.41906992 -28429.36306085 -28431.61128959 -28439.77846293 -28442.42872241 -28429.99412258 -28428.35157397 -28457.19052053 -28429.22577903 -28462.5932257 -28435.47831282 -28430.15685227 -28430.99144658 -28430.19625787 -28431.79639206 -28429.24433332 -28427.20047674 -28428.12321816 -28429.7439879 -28427.52583365 -28428.9413531 -28437.89418286 -28431.66990987 -28438.68831248 -28431.53563867 -28439.10037576 -28436.19989259 -28446.7948321 -28433.24739596 -28429.98109627 -28431.47326936 -28428.42505597 -28428.49472448 -28470.52619124 -28430.0422125 ] manylnprob(): p[0] = [ 1.33110632e+00 2.21119196e+00 9.40813625e-01 -8.80914464e-03 7.24444235e-03 -8.26866124e-05 9.23053142e-01 8.84074640e-01] main(): current acceptance fraction: 39.6489501312 MCMC took 85.884931 sec Running MCMC mcmc-default-064-015-762.pickle manylnprob(): lnp = [-28430.72206246 -28429.89441366 -28432.36671011 -28445.12755571 -28429.72235838 -28440.83305499 -28446.55698612 -28430.00945344 -28431.76620428 -28429.12621122 -28428.52910675 -28436.63203063 -28427.76585341 -28431.88261262 -28428.29078146 -28429.26443955 -28432.38396573 -28450.74965458 -28428.41756082 -28444.63922617 -28429.63184821 -28429.31330852 -28430.51630273 -28433.113755 -28433.83596573 -28433.12000613 -28434.1335187 -28440.10025201 -28433.76377372 -28436.167538 -28431.70216016 -28429.99057024 -28431.87677112 -28437.94286119 -28439.55632517 -28427.80455813 -28429.05712337 -28441.3489048 -28428.62615293 -28449.35050663 -28430.83100117 -28446.15866586 -28438.70367425 -28431.81923148 -28428.33973332 -28427.8686763 -28428.26546113 -28435.88129487 -28430.3078526 -28430.86700892 -28436.85735776 -28430.78622943 -28443.65443644 -28434.40312425 -28443.81528583 -28427.14640492 -28445.4475366 -28428.78773458 -28428.80920787 -28429.36851704 -28429.82654994 -28428.61721712 -28465.3491017 -28431.63327146] manylnprob(): p[0] = [ 1.33120607e+00 2.21140223e+00 9.40974971e-01 -8.81663168e-03 7.22495925e-03 -9.11212878e-05 9.26170863e-01 8.92242813e-01] main(): current acceptance fraction: 39.6543250328 MCMC took 85.228299 sec Running MCMC mcmc-default-064-015-763.pickle manylnprob(): lnp = [-28429.21900595 -28435.12582335 -28445.76406323 -28428.84671938 -28426.99658821 -28430.29260478 -28436.88245198 -28431.2089346 -28441.96365813 -28429.51576608 -28428.36311509 -28429.57951552 -28430.02316761 -28431.65699661 -28428.31686519 -28428.2184179 -28435.46750839 -28444.80981432 -28428.00581556 -28451.72040839 -28430.46105249 -28429.52264294 -28427.91759121 -28429.56887287 -28449.63177725 -28441.76588674 -28430.51773246 -28433.33876969 -28428.61041079 -28448.76603927 -28436.93240327 -28433.82327918 -28427.62767928 -28440.05127499 -28444.82926786 -28437.00301075 -28442.53036903 -28429.43466868 -28445.84049734 -28433.44624863 -28430.02585549 -28429.29259898 -28429.28101659 -28430.12743409 -28441.85506931 -28428.23640607 -28427.77085249 -28448.62419666 -28428.83495414 -28435.23141816 -28440.50056659 -28432.3224562 -28432.80265547 -28445.04100108 -28431.74769497 -28428.48984524 -28428.78529557 -28434.34828979 -28442.50160764 -28447.18236165 -28447.38174829 -28428.23651331 -28472.07503491 -28429.82934615] manylnprob(): p[0] = [ 1.33163050e+00 2.21228830e+00 9.41472880e-01 -8.80650866e-03 7.23713585e-03 -8.43365634e-05 9.22123065e-01 8.83149790e-01] main(): current acceptance fraction: 39.6576407068 MCMC took 85.450646 sec Running MCMC mcmc-default-064-015-764.pickle manylnprob(): lnp = [-28445.00462464 -28438.51035281 -28430.28748046 -28427.73683055 -28427.32411771 -28428.84089744 -28429.78599268 -28433.61743005 -28428.85407568 -28434.22644199 -28428.97487737 -28441.57588446 -28433.03654731 -28433.09811624 -28428.24264043 -28428.11789511 -28431.05362244 -28429.94928465 -28430.47190366 -28447.80358829 -28450.52154895 -28438.14261951 -28429.25990472 -28429.10899905 -28431.96251645 -28428.81288191 -28453.11929282 -28433.12257113 -28428.45944591 -28433.26551169 -28475.22010762 -28439.1445964 -28431.80511999 -28428.77198363 -28427.5809729 -28433.05533886 -28429.00181313 -28444.09643797 -28429.66193347 -28515.15649578 -28451.10067271 -28428.5109732 -28436.09807176 -28428.658507 -28429.43387866 -28427.38775548 -28428.09582048 -28428.6619459 -28428.47795728 -28430.02159892 -28432.49959865 -28427.45003298 -28428.67642661 -28445.57359572 -28452.28925064 -28443.32732028 -28444.84538292 -28429.10421743 -28436.35295697 -28430.67756389 -28430.96787058 -28428.20490615 -28434.00113344 -28435.88909919] manylnprob(): p[0] = [ 1.33166751e+00 2.21237494e+00 9.41721364e-01 -8.85126713e-03 7.13482946e-03 -1.30140518e-04 9.40593600e-01 9.30029188e-01] main(): current acceptance fraction: 39.6609477124 MCMC took 85.906133 sec Running MCMC mcmc-default-064-015-765.pickle manylnprob(): lnp = [-28435.59484508 -28436.13531802 -28428.8068084 -28441.89556857 -28427.21600778 -28428.69222654 -28440.82210849 -28428.53925743 -28428.6054245 -28460.10542897 -28427.17839882 -28431.93435012 -28428.37940187 -28430.69067725 -28429.07275592 -28439.3566877 -28429.44525734 -28432.37867428 -28432.32591026 -28446.45907512 -28429.616914 -28431.00518094 -28431.05717277 -28430.62600682 -28433.82102297 -28433.07693407 -28433.68133291 -28434.23675191 -28427.64780065 -28440.65621038 -28435.46992278 -28431.28190744 -28445.85198791 -28429.75079375 -28430.58614162 -28427.62947757 -28436.44344482 -28429.42550231 -28428.74375073 -28445.04244212 -28442.57404541 -28427.94074509 -28433.84170428 -28430.40186335 -28432.38248742 -28429.25007648 -28427.83472904 -28428.48881656 -28427.76017154 -28430.62939781 -28433.41927094 -28428.28838773 -28439.30156681 -28437.12436596 -28431.62768815 -28427.55419842 -28441.12239268 -28430.41923705 -28428.83504691 -28458.12256507 -28440.56822548 -28428.20193566 -28433.70133841 -28430.10022088] manylnprob(): p[0] = [ 1.32896182e+00 2.20670037e+00 9.37988038e-01 -8.85003175e-03 7.21188510e-03 -1.04236258e-04 9.22323466e-01 8.93265832e-01] main(): current acceptance fraction: 39.6581266319 MCMC took 85.292063 sec Running MCMC mcmc-default-064-015-766.pickle manylnprob(): lnp = [-28434.89985661 -28444.94088568 -28428.35714074 -28428.46298308 -28431.30891657 -28428.00561265 -28428.36111155 -28426.97153096 -28436.86244096 -28442.9396428 -28441.88943265 -28431.47666715 -28444.85155429 -28452.76809047 -28432.723842 -28427.83805675 -28448.08069994 -28435.20816459 -28433.99942083 -28429.12745552 -28430.54318913 -28430.17309442 -28437.05194228 -28430.05847481 -28443.74200928 -28433.42333327 -28429.44397797 -28438.20181531 -28429.03727742 -28439.76021275 -28451.88298282 -28441.62669774 -28429.074562 -28438.3443554 -28437.3854986 -28428.07222859 -28431.84477326 -28452.96274035 -28441.62881172 -28439.01799881 -28431.27901533 -28429.31879832 -28440.98664441 -28429.66612977 -28435.67016604 -28430.19491342 -28427.7417866 -28429.79693672 -28428.73975767 -28428.0106208 -28431.10629037 -28429.41447384 -28432.90497175 -28446.13185826 -28444.76992379 -28427.98440414 -28437.83980658 -28431.27873657 -28448.1645308 -28429.63782665 -28447.26500558 -28427.72356863 -28434.47467002 -28427.28182839] manylnprob(): p[0] = [ 1.33125424e+00 2.21131093e+00 9.41185104e-01 -8.81021158e-03 7.24175029e-03 -8.11882483e-05 9.23867285e-01 8.89627790e-01] main(): current acceptance fraction: 39.6553129074 MCMC took 85.106645 sec Running MCMC mcmc-default-064-015-767.pickle manylnprob(): lnp = [-28436.62882503 -28438.98079712 -28433.7031843 -28431.70963819 -28446.22458774 -28432.01753477 -28429.72541725 -28427.86644955 -28430.83707393 -28430.96692692 -28430.697947 -28433.73638989 -28428.36924175 -28433.08140942 -28435.25548317 -28427.71914662 -28438.22584148 -28430.76726646 -28470.6435289 -28432.70347602 -28427.5113024 -28438.26544993 -28455.67704996 -28427.70970631 -28448.84298278 -28427.63653829 -28427.84920368 -28431.10428474 -28429.44095731 -28430.19979746 -28430.65657471 -28430.05268558 -28434.08306695 -28429.01744494 -28429.21270609 -28428.2747123 -28431.19061741 -28429.26485448 -28429.20302256 -28429.66028982 -28454.14455941 -28440.18610852 -28434.7780265 -28429.07375367 -28449.21983118 -28430.57472301 -28429.42633227 -28441.21219118 -28429.06672349 -28427.89792852 -28438.90427035 -28435.60940704 -28432.16456789 -28450.38722703 -28464.38943527 -28427.43501571 -28440.42131418 -28430.11809519 -28445.41029068 -28430.62686443 -28440.75683029 -28428.71742532 -28435.30150238 -28429.20193935] manylnprob(): p[0] = [ 1.32831200e+00 2.20537652e+00 9.37032549e-01 -8.86284592e-03 7.20261491e-03 -1.06231457e-04 9.19913231e-01 8.97042548e-01] main(): current acceptance fraction: 39.6565755208 MCMC took 85.549753 sec Running MCMC mcmc-default-064-015-768.pickle manylnprob(): lnp = [-28428.63369063 -28434.04292424 -28438.79188857 -28428.9692867 -28431.54082054 -28427.33518781 -28429.95753879 -28429.08786656 -28429.69782839 -28429.25875635 -28428.48423037 -28440.08249149 -28442.84027852 -28429.8170693 -28429.81498513 -28453.59791326 -28433.12605304 -28434.81622822 -28433.28963129 -28458.15183481 -28430.3787774 -28432.04661526 -28450.47671501 -28429.09326245 -28432.01398764 -28429.52373587 -28428.18974639 -28444.65701667 -28445.27135217 -28443.75579177 -28435.53465801 -28433.83290045 -28431.55994097 -28429.83815657 -28430.99218242 -28427.74514025 -28430.25682512 -28442.4463396 -28428.29664237 -28428.57093183 -28431.38433737 -28458.43217622 -28428.238966 -28428.66724941 -28438.23647029 -28446.7438218 -28429.86927227 -28443.09039925 -28428.16220845 -28428.2042688 -28442.14031855 -28431.88641966 -28450.44114844 -28450.12731073 -28430.93681106 -28437.56860887 -28438.24045008 -28432.70311458 -28439.49792189 -28437.00366048 -28432.03624499 -28435.76467291 -28448.24408937 -28429.46840995] manylnprob(): p[0] = [ 1.33497364e+00 2.21892381e+00 9.45712174e-01 -8.74081926e-03 7.32097113e-03 -3.57212217e-05 9.22484719e-01 8.63973635e-01] main(): current acceptance fraction: 39.6436118336 MCMC took 85.756004 sec Running MCMC mcmc-default-064-015-769.pickle manylnprob(): lnp = [-28438.49036497 -28428.40513519 -28433.4045893 -28433.80523986 -28432.76628692 -28428.90614425 -28430.05675904 -28427.850315 -28435.63139433 -28430.96699324 -28436.80152024 -28445.17236393 -28454.26769577 -28431.15789174 -28429.20275549 -28437.27437474 -28432.44017064 -28432.48457644 -28430.44207496 -28434.13807031 -28435.11128523 -28432.63192372 -28436.13317693 -28428.16934513 -28445.82539327 -28439.69658623 -28441.64179186 -28431.32489685 -28435.28041437 -28433.7806894 -28429.47375545 -28432.60898689 -28429.8030782 -28438.18709077 -28430.84475795 -28428.1822904 -28435.57517825 -28433.10977398 -28440.63863255 -28430.92307261 -28429.90227749 -28429.0478921 -28429.06257457 -28428.27280621 -28429.09082049 -28430.18263607 -28439.92943068 -28427.76064043 -28429.69382625 -28427.60980708 -28427.6544609 -28427.29557642 -28429.72933683 -28432.15387531 -28435.36285383 -28428.45026671 -28445.33121671 -28465.44127069 -28437.18472171 -28431.04671431 -28440.05766927 -28439.95388599 -28494.07303569 -28427.82959731] manylnprob(): p[0] = [ 1.32601045e+00 2.20060545e+00 9.34149732e-01 -8.87944860e-03 7.21724621e-03 -1.09850390e-04 9.26135454e-01 9.01119090e-01] main(): current acceptance fraction: 39.6428571429 MCMC took 85.371951 sec Plotting trajectory traj-default-064-015-770.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-770.png Running MCMC mcmc-default-064-015-770.pickle manylnprob(): lnp = [-28429.26373584 -28428.51523727 -28430.1026166 -28506.16933287 -28450.18777962 -28428.51306828 -28439.36968946 -28427.91085694 -28442.92953024 -28481.87469021 -28428.89905838 -28443.26377743 -28429.55647385 -28448.14025059 -28429.60907478 -28427.44948627 -28447.2224274 -28434.40064353 -28429.20428439 -28429.85692009 -28433.63497333 -28431.0937814 -28436.95366052 -28428.2136097 -28428.8293605 -28429.41469405 -28430.06478785 -28431.23784599 -28428.82138571 -28431.85170133 -28429.3953925 -28430.83337443 -28431.80961104 -28427.87141856 -28446.35570265 -28428.50922085 -28428.20932445 -28429.77498964 -28428.36849829 -28431.82524696 -28431.40736082 -28439.38939493 -28428.35696609 -28436.8123066 -28441.42281994 -28428.74663336 -28443.69326896 -28427.5294236 -28435.58889668 -28427.38442707 -28434.31725801 -28443.1316804 -28428.7805408 -28429.23004887 -28428.95153445 -28428.26004086 -28441.1465408 -28429.93935524 -28430.18733965 -28441.18878831 -28433.38010788 -28429.40569413 -28430.44922803 -28434.07113377] manylnprob(): p[0] = [ 1.33073696e+00 2.21045513e+00 9.40324800e-01 -8.80809003e-03 7.25208768e-03 -7.91040186e-05 9.22794691e-01 8.83149656e-01] main(): current acceptance fraction: 39.6481841764 MCMC took 84.689226 sec Running MCMC mcmc-default-064-015-771.pickle manylnprob(): lnp = [-28444.46235396 -28428.16806246 -28432.71337578 -28462.98224505 -28430.1377067 -28428.38163182 -28436.89517338 -28427.6135484 -28427.95546926 -28449.67450345 -28432.37632148 -28430.36671547 -28427.59804899 -28436.52019615 -28439.32925147 -28428.8548846 -28443.53621415 -28429.40713653 -28429.95221266 -28429.21806128 -28437.76328044 -28475.21319824 -28431.42460389 -28430.83712003 -28432.05564965 -28429.43902395 -28432.20856195 -28435.15116154 -28433.67846928 -28448.4941394 -28428.77988406 -28437.70967268 -28451.74472446 -28430.03865846 -28432.8320298 -28432.27185767 -28441.28025939 -28445.42353893 -28440.13339363 -28428.70052711 -28428.26106939 -28441.6029375 -28435.57221665 -28430.06762649 -28432.56007972 -28429.2126831 -28427.86510341 -28428.41429517 -28436.0432418 -28430.03891675 -28429.41655531 -28433.44813203 -28429.63485791 -28437.13382688 -28430.84158771 -28428.2181919 -28430.58959753 -28432.12910635 -28430.64507185 -28429.6049533 -28427.95002718 -28429.48048968 -28444.80808774 -28430.82098189] manylnprob(): p[0] = [ 1.31414892e+00 2.17710027e+00 9.19597731e-01 -9.01910241e-03 7.17039535e-03 -1.71494044e-04 9.21333478e-01 8.93308836e-01] main(): current acceptance fraction: 39.6373056995 MCMC took 85.668494 sec Running MCMC mcmc-default-064-015-772.pickle manylnprob(): lnp = [-28429.2922354 -28429.5290223 -28447.28466641 -28443.92115275 -28429.78309478 -28427.6672015 -28442.48226576 -28429.2776061 -28429.23339681 -28460.60829391 -28434.18557877 -28431.29124696 -28428.71147128 -28429.90984291 -28428.51893195 -28442.87665687 -28431.78214279 -28433.14182939 -28440.98234289 -28429.07995873 -28460.3659052 -28430.65651563 -28445.55717411 -28427.95244765 -28460.12136888 -28433.53411445 -28447.60832895 -28436.86615771 -28429.90591858 -28442.12241198 -28428.91218325 -28431.70838195 -28437.37725831 -28428.67735076 -28438.63842037 -28429.13065095 -28430.89721418 -28429.14939185 -28429.48343641 -28430.07038458 -28429.71849511 -28434.63038105 -28435.79049207 -28434.65745269 -28431.20982492 -28431.35345162 -28429.39164992 -28435.01992876 -28429.34533661 -28428.41063286 -28443.56517752 -28429.84858308 -28429.3114623 -28433.58161238 -28428.4259662 -28427.15839439 -28445.18920532 -28439.84987994 -28429.68027352 -28430.09236871 -28429.89620327 -28430.67864639 -28443.04156197 -28442.0316695 ] manylnprob(): p[0] = [ 1.33071086e+00 2.21040334e+00 9.40290912e-01 -8.80872898e-03 7.25137683e-03 -7.95163548e-05 9.22788003e-01 8.83114157e-01] main(): current acceptance fraction: 39.6385834411 MCMC took 85.732454 sec Running MCMC mcmc-default-064-015-773.pickle manylnprob(): lnp = [-28427.73486467 -28429.51285297 -28429.53976715 -28432.22718505 -28429.67182808 -28438.50722162 -28437.19896756 -28429.80636081 -28428.95627129 -28428.27259406 -28555.02514105 -28440.73682624 -28429.725169 -28442.81572137 -28452.10015156 -28439.98209925 -28447.95855154 -28433.88737558 -28430.03164994 -28428.21413525 -28431.78591492 -28431.50059958 -28437.76171134 -28428.42452576 -28431.57968627 -28441.27510947 -28435.95049132 -28432.52247486 -28428.9285123 -28456.77845782 -28431.68743006 -28437.47715485 -28446.11973188 -28441.97096744 -28432.86722399 -28431.2534863 -28428.26645091 -28431.76046348 -28435.78760799 -28443.0549151 -28441.0378408 -28428.86795635 -28427.49977136 -28437.62486829 -28434.03733434 -28430.59883839 -28437.67021622 -28428.01786256 -28430.14201865 -28430.97497768 -28429.19170664 -28429.83364935 -28440.99178329 -28448.99439261 -28443.04959209 -28436.61739096 -28438.540171 -28429.16503567 -28428.47366801 -28429.8169815 -28443.15499004 -28429.60349324 -28430.49735222 -28436.00395063] manylnprob(): p[0] = [ 1.33045167e+00 2.21044360e+00 9.40046308e-01 -8.82740232e-03 7.20856780e-03 -9.61406005e-05 9.20967060e-01 8.67492715e-01] main(): current acceptance fraction: 39.6257267442 MCMC took 85.865694 sec Running MCMC mcmc-default-064-015-774.pickle manylnprob(): lnp = [-28431.33119545 -28432.98490692 -28433.05789635 -28438.88530094 -28427.12423259 -28439.83300164 -28453.08095551 -28430.13302215 -28438.963425 -28431.47253759 -28445.87764928 -28435.44042009 -28429.31739792 -28435.91759072 -28428.82263775 -28427.50029468 -28431.00952077 -28439.14417985 -28430.33442703 -28431.19191318 -28430.99197579 -28430.63444022 -28428.76390257 -28428.22282141 -28428.93858223 -28436.88015307 -28431.35126731 -28457.31487293 -28429.71420455 -28445.87459242 -28430.07303179 -28430.98677737 -28454.58958436 -28431.91729361 -28438.81018806 -28433.29934179 -28440.85592224 -28449.01553545 -28440.55807992 -28430.20917417 -28432.97301167 -28443.25302071 -28436.00864457 -28433.00414685 -28433.09515995 -28429.42410721 -28429.16370331 -28427.77033511 -28435.37505776 -28429.32949388 -28433.71166999 -28428.58917486 -28433.39091953 -28439.00963652 -28429.52812225 -28427.60215569 -28439.90228422 -28433.91752378 -28440.03620366 -28448.64795928 -28428.77065475 -28428.73715215 -28429.92650219 -28429.04942697] manylnprob(): p[0] = [ 1.32703334e+00 2.20313150e+00 9.35727858e-01 -8.86492309e-03 7.20395336e-03 -1.05476138e-04 9.20124354e-01 8.90064984e-01] main(): current acceptance fraction: 39.6209677419 MCMC took 85.465071 sec Running MCMC mcmc-default-064-015-775.pickle manylnprob(): lnp = [-28428.54984629 -28439.05582691 -28429.51566186 -28446.3650314 -28428.82374045 -28427.84995843 -28428.74678826 -28429.53976427 -28434.62208634 -28447.94231378 -28436.54744336 -28429.13006332 -28441.88207839 -28430.83063974 -28430.45842122 -28441.81081092 -28431.35050723 -28451.41580123 -28432.79695192 -28429.03241807 -28432.63300557 -28431.95289459 -28444.76519237 -28430.67796548 -28434.83132036 -28428.55992527 -28436.26207241 -28432.52505025 -28435.13239809 -28443.94108629 -28432.98048018 -28433.76312493 -28428.66598851 -28428.82370128 -28432.42530959 -28473.86762001 -28431.52990184 -28431.13588567 -28444.20557948 -28430.89821844 -28430.89317171 -28428.55008197 -28428.91261732 -28432.0323432 -28431.28153448 -28449.53525673 -28429.32041092 -28429.71201434 -28450.58242207 -28444.73870519 -28435.02777633 -28428.63597574 -28429.45530122 -28455.39770578 -28440.46521506 -28427.67262425 -28429.2917546 -28452.40178786 -28434.80504325 -28436.57483417 -28429.94094888 -28428.62575312 -28436.82750454 -28435.55092201] manylnprob(): p[0] = [ 1.32972239e+00 2.20860025e+00 9.39215700e-01 -8.82435828e-03 7.22938512e-03 -8.80571384e-05 9.20305802e-01 8.82572582e-01] main(): current acceptance fraction: 39.6162210052 MCMC took 84.809197 sec Running MCMC mcmc-default-064-015-776.pickle manylnprob(): lnp = [-28429.40386901 -28428.52679275 -28436.08214748 -28457.89639132 -28428.10853153 -28429.50162346 -28429.17095206 -28429.23698728 -28429.158333 -28427.17712749 -28457.83027253 -28429.34857626 -28428.88172074 -28430.61913287 -28428.52140705 -28439.30785022 -28428.76195383 -28439.2769644 -28435.58160018 -28430.28814292 -28428.52554644 -28459.97914279 -28431.49407332 -28432.22741898 -28427.89363658 -28432.79031964 -28435.73561463 -28443.96377886 -28432.83220414 -28446.23855226 -28428.80166865 -28434.30764524 -28434.97006945 -28440.18606552 -28429.51097218 -28464.62831968 -28429.24150516 -28448.86407826 -28427.73519569 -28432.25031616 -28433.58018198 -28455.18648071 -28428.5689592 -28435.37345153 -28429.55277585 -28429.23153363 -28427.88862602 -28429.32578427 -28438.74614104 -28430.41752826 -28429.72126197 -28429.8100537 -28443.57075101 -28431.18968076 -28432.77326411 -28440.77114833 -28428.6628244 -28430.04945599 -28437.67122501 -28435.17178213 -28431.65015392 -28428.02380573 -28445.45756353 -28428.34731646] manylnprob(): p[0] = [ 1.33009240e+00 2.20895906e+00 9.39366954e-01 -8.80226694e-03 7.26023070e-03 -7.22736621e-05 9.18785466e-01 8.65656795e-01] main(): current acceptance fraction: 39.6155083655 MCMC took 86.086457 sec Running MCMC mcmc-default-064-015-777.pickle manylnprob(): lnp = [-28427.15740436 -28429.71596196 -28440.78015226 -28459.6647457 -28428.41420731 -28429.53756452 -28433.84601092 -28431.00153725 -28428.98790676 -28428.51571829 -28468.72974147 -28432.59378985 -28430.71767143 -28429.05327054 -28448.04708168 -28443.04270047 -28435.02609606 -28436.22511001 -28432.61208625 -28429.3748163 -28430.69738192 -28428.02392294 -28429.2968289 -28431.62168808 -28429.32132391 -28430.64590268 -28429.56357223 -28441.80636396 -28437.12612103 -28429.67697678 -28431.61352791 -28434.53709552 -28428.36080861 -28444.55971161 -28429.96715094 -28429.80319255 -28432.21741442 -28452.84293019 -28446.51047944 -28430.01060556 -28438.65855569 -28446.98731505 -28429.15775126 -28432.59742097 -28430.80899989 -28428.79180143 -28428.55173289 -28433.25907235 -28428.43775888 -28429.40440417 -28431.07305928 -28427.87076692 -28438.33945834 -28428.82236409 -28437.90744268 -28427.9444722 -28441.84812859 -28430.0359571 -28427.94468086 -28431.16312311 -28445.01288717 -28427.96676473 -28440.14392473 -28437.84612235] manylnprob(): p[0] = [ 1.33362072e+00 2.21669947e+00 9.44381698e-01 -8.79316897e-03 7.23568711e-03 -7.74319995e-05 9.21102297e-01 8.71769711e-01] main(): current acceptance fraction: 39.6087724936 MCMC took 85.242676 sec Running MCMC mcmc-default-064-015-778.pickle manylnprob(): lnp = [-28430.51375853 -28428.972057 -28438.94593311 -28433.83633359 -28428.57242187 -28429.58729618 -28444.04875489 -28442.19744475 -28427.34881201 -28428.60929442 -28435.04952147 -28449.79013946 -28428.35053689 -28429.30685519 -28428.87768824 -28430.12050522 -28429.53540828 -28434.67665193 -28436.56714727 -28428.27156507 -28428.72264492 -28439.21959335 -28437.91728455 -28430.02815125 -28432.02952131 -28429.18499292 -28441.00416677 -28431.32832181 -28436.60091303 -28433.82157283 -28442.23280686 -28444.26401812 -28428.74152889 -28433.24495731 -28431.83829526 -28429.56584873 -28429.07727029 -28448.87211231 -28430.87344692 -28428.3514357 -28447.35342858 -28428.71470336 -28441.94181791 -28455.68276633 -28430.63560172 -28437.77876896 -28439.83194983 -28427.73627318 -28428.18619723 -28430.09594745 -28428.62058476 -28430.15068084 -28431.66508443 -28428.77571799 -28457.69256291 -28427.70839078 -28428.51219287 -28431.80356543 -28428.05450539 -28429.58078652 -28430.26376624 -28430.35008236 -28432.72823111 -28428.72700924] manylnprob(): p[0] = [ 1.32767128e+00 2.20465101e+00 9.36922624e-01 -8.87576650e-03 7.17208354e-03 -1.11312308e-04 9.22076421e-01 8.81751485e-01] main(): current acceptance fraction: 39.6160943517 MCMC took 85.572736 sec Running MCMC mcmc-default-064-015-779.pickle manylnprob(): lnp = [-28436.96246473 -28428.71404255 -28454.91162699 -28430.13315818 -28432.47178461 -28442.64262609 -28466.94283901 -28441.4142439 -28427.45851672 -28427.66573511 -28463.04308439 -28430.71143223 -28441.0631846 -28436.7607078 -28436.54967835 -28440.38871771 -28428.22175873 -28438.91279397 -28438.26856789 -28435.64176979 -28430.00859499 -28429.23351033 -28427.67152913 -28428.95792594 -28439.02056084 -28428.25932933 -28435.15912826 -28432.18195947 -28436.6356003 -28435.53940272 -28436.9480907 -28430.93525967 -28429.48186997 -28442.73070475 -28440.57368265 -28447.00322673 -28433.56636548 -28431.19459185 -28450.53869028 -28430.91286969 -28444.09364231 -28428.48718792 -28436.42860449 -28431.29824983 -28430.38927424 -28428.86342037 -28428.72538377 -28427.40818061 -28428.43756251 -28430.21608593 -28429.63900269 -28446.00129088 -28428.76039405 -28428.83787338 -28430.62199989 -28429.41331823 -28430.33791961 -28434.71425703 -28435.80150999 -28430.11399178 -28441.29809383 -28430.57712006 -28430.182736 -28429.21011652] manylnprob(): p[0] = [ 1.32587512e+00 2.20117991e+00 9.34577366e-01 -8.93257976e-03 7.09046006e-03 -1.51381053e-04 9.35003158e-01 9.00175896e-01] main(): current acceptance fraction: 39.6053685897 MCMC took 85.791559 sec Plotting trajectory traj-default-064-015-780.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-780.png Running MCMC mcmc-default-064-015-780.pickle manylnprob(): lnp = [-28430.52889278 -28428.59855659 -28443.02737329 -28460.75824891 -28441.99780237 -28429.56520127 -28435.3375061 -28441.25485362 -28427.8523485 -28427.24990688 -28429.18165974 -28445.48827792 -28440.30334292 -28433.34887332 -28435.71345191 -28428.78201502 -28430.27449462 -28441.44658518 -28460.75796598 -28430.84475805 -28428.43395359 -28435.82633187 -28435.55456443 -28429.9252703 -28428.82734901 -28428.43136122 -28427.6784228 -28438.61007613 -28437.41194867 -28430.96793085 -28428.70442873 -28433.02852007 -28428.96435482 -28444.04694625 -28435.01926702 -28430.17885254 -28427.46516486 -28452.59789728 -28430.85551828 -28431.5287607 -28447.84240159 -28433.79970874 -28431.8845582 -28449.88387969 -28432.87449827 -28452.65508982 -28429.05729414 -28427.7298554 -28449.85260682 -28429.88556342 -28429.95718026 -28430.97836527 -28429.37098429 -28428.66182608 -28445.82895479 -28428.26377585 -28468.38003802 -28431.11527112 -28430.25773155 -28430.08111988 -28440.47144026 -28429.72162836 -28430.49202172 -28437.47090814] manylnprob(): p[0] = [ 1.32706346e+00 2.20339568e+00 9.36136202e-01 -8.87807964e-03 7.17744385e-03 -1.09349646e-04 9.22352294e-01 8.83143453e-01] main(): current acceptance fraction: 39.6086747759 MCMC took 85.461286 sec Running MCMC mcmc-default-064-015-781.pickle manylnprob(): lnp = [-28429.53192754 -28428.95759788 -28444.28406148 -28433.88421839 -28429.49220054 -28427.23809937 -28435.53225578 -28435.78939736 -28433.02574228 -28428.09098167 -28429.53014811 -28430.7405946 -28427.90637879 -28435.50073025 -28452.27241101 -28438.6886412 -28435.13105244 -28430.42506894 -28428.51044429 -28430.51401926 -28441.28561269 -28428.96825756 -28428.41126468 -28432.59206177 -28428.65999423 -28427.65630953 -28437.33371526 -28432.45263271 -28434.51090581 -28428.5871725 -28429.67440482 -28456.32695455 -28436.10978686 -28447.19220435 -28430.82356832 -28435.39958541 -28441.51535833 -28430.65230053 -28445.3762397 -28429.51695144 -28446.13810574 -28429.36829267 -28432.95492834 -28431.79969309 -28453.47227316 -28429.02979156 -28452.98517042 -28427.40100906 -28443.76254148 -28429.81231424 -28428.45346583 -28449.88536096 -28429.33126746 -28428.54718121 -28454.8027488 -28431.94462563 -28438.88624905 -28431.87881136 -28429.52259877 -28428.40454738 -28440.06248838 -28429.92995288 -28428.28707007 -28429.10477332] manylnprob(): p[0] = [ 1.32689330e+00 2.20316797e+00 9.35834319e-01 -8.85759906e-03 7.21843061e-03 -8.93791879e-05 9.18353928e-01 8.85217353e-01] main(): current acceptance fraction: 39.6079763427 MCMC took 85.545762 sec Running MCMC mcmc-default-064-015-782.pickle manylnprob(): lnp = [-28433.92444635 -28433.29676592 -28447.28342137 -28468.16485897 -28436.04169916 -28429.13303878 -28459.38175693 -28437.00932069 -28460.86008126 -28429.05946866 -28429.23525785 -28452.16307594 -28444.15639999 -28452.68224862 -28428.79723998 -28439.14865081 -28431.21533552 -28433.5053541 -28429.69906334 -28428.53198633 -28432.39080584 -28428.94074303 -28427.90808427 -28430.77899018 -28428.38346504 -28437.61079891 -28428.79870366 -28460.19408684 -28429.26774308 -28429.57295066 -28431.2452778 -28447.01030498 -28436.17475751 -28431.6781249 -28453.2616643 -28428.21704584 -28437.63164688 -28450.12033726 -28427.79833792 -28431.40599379 -28432.56350847 -28434.14896748 -28438.19567999 -28431.90628519 -28433.4442327 -28437.69240386 -28430.36711289 -28428.1861886 -28430.00654973 -28443.27752219 -28431.50626938 -28428.78529959 -28428.54777181 -28427.70904357 -28439.34642299 -28430.1637489 -28429.75550932 -28443.53976547 -28435.81684781 -28429.14498849 -28441.45524687 -28428.56811499 -28428.30515826 -28435.07959885] manylnprob(): p[0] = [ 1.32382165e+00 2.19682624e+00 9.31946325e-01 -8.90628877e-03 7.19327918e-03 -1.05428501e-04 9.21932682e-01 8.98034928e-01] main(): current acceptance fraction: 39.6032886335 MCMC took 85.566072 sec Running MCMC mcmc-default-064-015-783.pickle manylnprob(): lnp = [-28441.97401409 -28432.7014327 -28444.23370493 -28449.74333024 -28442.17400518 -28427.89623582 -28443.60713683 -28428.64085929 -28429.65347098 -28440.04849072 -28433.0917841 -28429.9726646 -28439.58331568 -28456.8995912 -28460.58878292 -28427.93380263 -28434.68327141 -28429.25144927 -28429.44786823 -28430.56882741 -28430.16271397 -28433.07375393 -28428.30837151 -28432.49278508 -28447.09371013 -28427.57132437 -28428.25579789 -28431.11335999 -28431.61601912 -28427.99535914 -28432.11127775 -28442.60231245 -28429.40629688 -28432.89184486 -28434.1710589 -28430.07101591 -28430.9958869 -28442.48990624 -28429.37175739 -28430.11129458 -28446.61039899 -28429.29156615 -28437.10844182 -28434.55921963 -28430.98863558 -28448.92111695 -28443.99594361 -28427.66620237 -28428.62323529 -28428.45304091 -28441.26098781 -28435.8852792 -28429.37176708 -28429.42081308 -28433.42004663 -28428.08098528 -28429.1310249 -28429.31907791 -28430.50441834 -28434.06871392 -28440.68822668 -28428.19061125 -28467.69104226 -28429.24512504] manylnprob(): p[0] = [ 1.31825557e+00 2.18537973e+00 9.24779747e-01 -8.99627346e-03 7.09257215e-03 -1.66140149e-04 9.23175271e-01 8.97075139e-01] main(): current acceptance fraction: 39.596619898 MCMC took 85.600942 sec Running MCMC mcmc-default-064-015-784.pickle manylnprob(): lnp = [-28436.24236039 -28429.28690181 -28448.9012828 -28456.29970521 -28432.3980595 -28429.23165755 -28440.04490845 -28429.73470743 -28429.26318589 -28428.28990923 -28438.53553119 -28460.35084312 -28438.82143158 -28457.0980104 -28435.72906143 -28437.5340147 -28432.71178504 -28428.97024075 -28439.46163123 -28430.62982566 -28430.91842918 -28431.75632214 -28429.49364263 -28481.67649528 -28429.18792852 -28427.76373112 -28430.56147945 -28441.38066218 -28429.7914313 -28427.77091446 -28436.46299678 -28457.99639058 -28426.97443381 -28463.27672091 -28432.16620015 -28429.34306085 -28428.10466773 -28433.48359818 -28428.9195211 -28430.33609688 -28436.46310898 -28427.49468982 -28455.93149785 -28432.85800653 -28433.78769221 -28428.49363733 -28428.31211919 -28428.66756679 -28429.52732978 -28428.59717123 -28443.49856919 -28441.30971793 -28440.89691813 -28427.60724069 -28430.57126952 -28428.58468126 -28433.6251641 -28455.18364055 -28441.11204238 -28444.13575672 -28432.92717386 -28444.90858037 -28428.25991198 -28436.67590713] manylnprob(): p[0] = [ 1.32815220e+00 2.20574424e+00 9.38035222e-01 -8.89862174e-03 7.07218646e-03 -1.50598983e-04 9.24317557e-01 8.77423915e-01] main(): current acceptance fraction: 39.587977707 MCMC took 85.877378 sec Running MCMC mcmc-default-064-015-785.pickle manylnprob(): lnp = [-28430.68567545 -28427.73354102 -28461.45483102 -28450.12306703 -28448.40973721 -28428.09861963 -28446.01696581 -28432.30845558 -28437.05239414 -28427.17087414 -28429.96629612 -28429.81179478 -28440.33972816 -28475.74202728 -28459.61367263 -28428.04255666 -28432.64731612 -28435.4796281 -28435.03453767 -28439.25333634 -28429.76966426 -28438.81799269 -28428.56990443 -28430.87746644 -28429.05761797 -28427.61671858 -28430.31772805 -28429.59140962 -28428.25007938 -28432.06278773 -28443.44968095 -28430.3918679 -28436.91496492 -28462.18265457 -28432.223432 -28427.74685722 -28428.21575173 -28429.4685615 -28428.91041562 -28455.1625586 -28429.34497535 -28427.47217656 -28431.97536437 -28432.80151635 -28450.95260971 -28430.32341079 -28427.92499817 -28428.14980941 -28428.20430095 -28428.25655588 -28429.51901056 -28448.92196279 -28427.47134962 -28428.08802603 -28439.27219829 -28428.93030694 -28454.89943539 -28453.43707229 -28430.63319275 -28429.22641396 -28440.24075319 -28427.65744777 -28428.13071133 -28432.96932778] manylnprob(): p[0] = [ 1.32721584e+00 2.20407208e+00 9.36261682e-01 -8.88879922e-03 7.14207076e-03 -1.31997674e-04 9.18518201e-01 8.87199067e-01] main(): current acceptance fraction: 39.5714058524 MCMC took 85.825544 sec Running MCMC mcmc-default-064-015-786.pickle manylnprob(): lnp = [-28428.1822886 -28442.34825859 -28448.29548613 -28449.79514784 -28429.7411546 -28427.88594353 -28435.90484711 -28431.82915896 -28429.24052897 -28427.9917519 -28429.73508198 -28430.00931212 -28428.05219466 -28434.10893966 -28457.51674224 -28437.75265629 -28436.96445292 -28429.47692539 -28429.2935367 -28427.7135136 -28429.17173846 -28445.10727729 -28455.65083283 -28429.90655367 -28435.50448107 -28427.79211921 -28429.73165236 -28430.03127604 -28429.07920948 -28431.36710191 -28430.86696827 -28447.47685232 -28433.90434045 -28451.24572736 -28448.38938448 -28428.53067727 -28428.26168925 -28445.75490061 -28428.70867787 -28430.17950711 -28428.75992846 -28427.51481983 -28431.19831664 -28499.84658677 -28428.50220726 -28428.66046995 -28441.31595792 -28428.02061325 -28428.54902744 -28427.80288248 -28442.2161453 -28445.63846273 -28428.94288742 -28427.25497072 -28438.2378435 -28446.02089836 -28428.66966468 -28434.21357549 -28454.10310616 -28435.56033813 -28445.33992427 -28427.8453983 -28435.40368915 -28429.93233071] manylnprob(): p[0] = [ 1.33458825e+00 2.21876303e+00 9.45906442e-01 -8.76638127e-03 7.25367780e-03 -6.15006007e-05 9.23419201e-01 8.66453574e-01] main(): current acceptance fraction: 39.562817662 MCMC took 85.046253 sec Running MCMC mcmc-default-064-015-787.pickle manylnprob(): lnp = [-28427.72264703 -28428.32396255 -28485.79152261 -28432.80871062 -28455.4785093 -28433.18932195 -28463.64558094 -28430.23756201 -28453.76143601 -28428.29117673 -28434.73743446 -28427.80863232 -28428.55606007 -28446.77377263 -28436.68002311 -28427.82876288 -28429.2842833 -28432.33166098 -28429.77823088 -28429.85708104 -28431.95282629 -28455.36926733 -28441.80116852 -28429.83886284 -28434.1534296 -28430.04911988 -28437.07657914 -28430.36545302 -28434.42202953 -28445.37925025 -28445.92314412 -28447.56208859 -28428.48781688 -28428.95884384 -28445.04033321 -28433.92117171 -28428.3678774 -28430.84151535 -28444.65020382 -28429.36065696 -28428.7222678 -28428.63846811 -28432.75840968 -28431.95673765 -28435.1325689 -28433.23747879 -28429.31065962 -28429.58550526 -28456.81787029 -28443.63367237 -28430.98204966 -28452.7738336 -28429.01938745 -28430.07845834 -28433.69257726 -28428.84370817 -28445.19129244 -28432.7415631 -28430.69468409 -28429.09685981 -28427.76524969 -28427.87810211 -28433.75113245 -28440.16836682] manylnprob(): p[0] = [ 1.33190519e+00 2.21326964e+00 9.42304886e-01 -8.78207777e-03 7.27291403e-03 -6.46394255e-05 9.17261141e-01 8.63815826e-01] main(): current acceptance fraction: 39.5681313452 MCMC took 85.760171 sec Running MCMC mcmc-default-064-015-788.pickle manylnprob(): lnp = [-28429.63792184 -28427.66748821 -28479.6600637 -28450.87027064 -28429.11531761 -28447.71507372 -28444.75585359 -28429.0698812 -28447.35361602 -28435.61815419 -28448.58097797 -28430.84199596 -28439.71977142 -28451.92317328 -28440.14158966 -28428.15566586 -28429.0366457 -28431.0763186 -28490.28645159 -28429.15792523 -28449.7121577 -28435.0809301 -28427.68372291 -28449.57343283 -28428.79738189 -28437.01945019 -28431.8085266 -28428.10779058 -28428.79441005 -28430.51146731 -28436.76270938 -28443.66407391 -28455.34436552 -28429.72094902 -28431.91925474 -28428.76653863 -28428.42929214 -28431.64115967 -28430.17306486 -28431.83765718 -28429.61077817 -28429.25688112 -28465.70453001 -28430.42401995 -28439.87131742 -28454.72674984 -28433.22484258 -28429.57810847 -28428.66806181 -28428.37844216 -28439.43247749 -28436.29890036 -28427.53965078 -28441.34285674 -28430.62847637 -28430.94865426 -28427.75787057 -28429.56245289 -28429.78962925 -28429.34306455 -28438.92952062 -28427.89716534 -28440.85067951 -28437.45480996] manylnprob(): p[0] = [ 1.32900151e+00 2.20724738e+00 9.38668494e-01 -8.85692325e-03 7.18413615e-03 -1.08939633e-04 9.22849374e-01 8.65664501e-01] main(): current acceptance fraction: 39.5635297845 MCMC took 85.48935 sec Running MCMC mcmc-default-064-015-789.pickle manylnprob(): lnp = [-28446.97746737 -28429.04163345 -28496.0425633 -28431.82553494 -28427.98219418 -28427.71882145 -28457.38014629 -28427.83986107 -28429.30523323 -28433.72880773 -28437.08258374 -28428.39638199 -28439.93527211 -28429.02782229 -28429.35208885 -28427.47841098 -28429.06241926 -28449.05843589 -28427.76939038 -28443.1457851 -28429.82879341 -28436.32262571 -28428.52595623 -28430.848593 -28430.4391023 -28443.72105363 -28442.16824743 -28429.88410051 -28428.3095395 -28430.9022336 -28428.14230241 -28436.71252021 -28431.05092951 -28428.08886872 -28431.99197593 -28428.26824603 -28429.73287225 -28442.53122745 -28429.52246241 -28433.6288732 -28428.04520143 -28429.64475188 -28429.12694554 -28428.35197118 -28430.67433188 -28427.95043681 -28433.02290037 -28429.51390112 -28432.60644977 -28429.32905191 -28430.30374426 -28447.00101706 -28439.89020108 -28446.68733089 -28429.70243937 -28429.16141384 -28428.46582926 -28428.81987512 -28440.1153927 -28434.80938174 -28428.53914357 -28441.25749937 -28432.12539622 -28432.53661973] manylnprob(): p[0] = [ 1.31287383e+00 2.17507118e+00 9.18699134e-01 -9.12505040e-03 6.97619725e-03 -2.33892915e-04 9.25881221e-01 8.86262250e-01] main(): current acceptance fraction: 39.570806962 MCMC took 85.229877 sec Plotting trajectory traj-default-064-015-790.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-790.png Running MCMC mcmc-default-064-015-790.pickle manylnprob(): lnp = [-28427.87889076 -28432.72047525 -28438.6647622 -28450.22899365 -28429.15980897 -28446.34792117 -28432.32306125 -28428.46636299 -28447.27236208 -28469.58796341 -28428.76628933 -28431.83225679 -28428.67006891 -28428.66581722 -28427.88005438 -28428.07101143 -28439.79963793 -28433.50465442 -28429.82931215 -28453.02528604 -28430.46852858 -28463.27508134 -28438.86113151 -28450.28363485 -28430.26917757 -28428.82824031 -28440.30188101 -28430.14600734 -28427.39442515 -28433.15692927 -28427.91337826 -28454.41452493 -28427.78370334 -28430.09413031 -28435.30151869 -28429.76547256 -28431.10703475 -28452.76380377 -28429.38616228 -28440.16284065 -28428.26391113 -28436.46190206 -28454.14291146 -28440.10820638 -28438.10538392 -28435.15752993 -28449.08070197 -28429.2277538 -28431.25912963 -28431.23504761 -28430.33182128 -28447.83919137 -28427.39700897 -28457.03599405 -28429.69206912 -28428.49360857 -28427.44856093 -28429.53568694 -28429.31714738 -28445.98582579 -28429.06969817 -28428.79223272 -28434.69873135 -28430.59344687] manylnprob(): p[0] = [ 1.32865064e+00 2.20693181e+00 9.37974880e-01 -8.86132024e-03 7.16976900e-03 -1.09822150e-04 9.19593063e-01 8.70427504e-01] main(): current acceptance fraction: 39.5701643489 MCMC took 85.190439 sec Running MCMC mcmc-default-064-015-791.pickle manylnprob(): lnp = [-28432.71563004 -28428.43195797 -28451.35272675 -28434.53120559 -28428.4789744 -28427.88618758 -28431.50836466 -28431.43947892 -28427.69817885 -28435.33947303 -28452.46669987 -28427.77895724 -28442.24174349 -28439.90180177 -28449.27282046 -28435.66473928 -28429.16589081 -28430.23342352 -28431.44990627 -28429.81638963 -28450.09886769 -28437.05463473 -28428.83063385 -28455.40645534 -28430.37649426 -28431.08931795 -28428.46441067 -28428.68099869 -28441.73088293 -28460.51864844 -28427.53729913 -28432.09499836 -28433.82243053 -28428.59909471 -28429.81845201 -28429.20751749 -28430.73450095 -28441.9374985 -28428.17703594 -28450.36055009 -28429.42964308 -28429.48088644 -28451.79406991 -28439.32228614 -28434.23735741 -28433.71280726 -28437.73860993 -28429.58696431 -28447.17031588 -28429.23178535 -28436.74533741 -28429.63313142 -28428.21035508 -28451.64165238 -28430.46805142 -28429.328752 -28428.11390016 -28429.27407122 -28445.60291746 -28429.07155154 -28429.604152 -28429.77897197 -28440.99697344 -28438.79481143] manylnprob(): p[0] = [ 1.32426260e+00 2.19781254e+00 9.32600897e-01 -8.91128237e-03 7.16998537e-03 -1.17492073e-04 9.24302830e-01 8.87102600e-01] main(): current acceptance fraction: 39.5675505051 MCMC took 85.465558 sec Running MCMC mcmc-default-064-015-792.pickle manylnprob(): lnp = [-28428.47034757 -28434.43943008 -28455.88779294 -28447.02012951 -28436.93017861 -28433.19552426 -28444.97794719 -28442.59022864 -28436.42643331 -28482.04133634 -28431.91911219 -28429.26404975 -28428.8560619 -28438.13536367 -28428.43158876 -28444.26454944 -28431.91419982 -28431.51806482 -28430.29199263 -28432.79714156 -28429.61133064 -28454.8687096 -28430.36828396 -28428.96749289 -28429.91997229 -28461.15689481 -28428.44975106 -28433.50829992 -28427.68994227 -28459.16260921 -28441.75066795 -28452.93229324 -28428.86090585 -28427.86972266 -28427.84039971 -28428.13832552 -28429.75446112 -28433.34684295 -28436.72352197 -28430.0763247 -28430.51508723 -28428.2271569 -28459.28774604 -28430.56351387 -28430.22677874 -28429.53626836 -28438.0324254 -28429.83785563 -28470.46987257 -28442.42839924 -28440.55758717 -28429.20403032 -28430.37115607 -28429.5003899 -28453.16326329 -28428.68577573 -28427.6600726 -28433.56765728 -28444.63825109 -28433.67450113 -28429.90473103 -28431.64982349 -28453.48430415 -28443.07182971] manylnprob(): p[0] = [ 1.33004802e+00 2.20961406e+00 9.40049889e-01 -8.79133778e-03 7.29733497e-03 -5.08079590e-05 9.23058406e-01 8.77254192e-01] main(): current acceptance fraction: 39.5629728878 MCMC took 84.522993 sec Running MCMC mcmc-default-064-015-793.pickle manylnprob(): lnp = [-28437.45433118 -28438.85772785 -28445.94070921 -28431.01505427 -28428.02450402 -28430.45381102 -28440.23865604 -28428.54285756 -28428.27735811 -28429.81783934 -28430.90917743 -28444.38779816 -28429.68548884 -28447.89288771 -28435.24125005 -28438.77516729 -28429.03907669 -28431.48933873 -28451.53812477 -28431.03906749 -28443.43093774 -28431.96661787 -28451.78199494 -28448.75896446 -28432.42046274 -28427.71431799 -28428.43920641 -28428.648551 -28435.34761727 -28444.85446557 -28427.85872804 -28431.40467271 -28429.68240755 -28436.24066183 -28446.79131056 -28433.626526 -28428.19335353 -28444.63406393 -28428.71334333 -28430.19521206 -28433.02723415 -28428.68318849 -28430.83718248 -28429.74694034 -28433.16046694 -28431.49478463 -28429.63721371 -28429.40886754 -28450.35272643 -28453.82732618 -28434.06199622 -28429.72224398 -28430.15441505 -28428.65235601 -28433.25688277 -28428.91219705 -28428.55771313 -28429.58963561 -28429.4393175 -28428.5194454 -28429.91159882 -28434.22305045 -28452.61180298 -28429.89123079] manylnprob(): p[0] = [ 1.32608254e+00 2.20113914e+00 9.34890495e-01 -8.91014302e-03 7.12502902e-03 -1.15435598e-04 9.28139339e-01 9.00462160e-01] main(): current acceptance fraction: 39.5682462217 MCMC took 85.697073 sec Running MCMC mcmc-default-064-015-794.pickle manylnprob(): lnp = [-28455.30837913 -28438.39943525 -28436.90365743 -28429.38324279 -28430.62327704 -28435.92827349 -28429.20837973 -28428.508525 -28428.47336137 -28433.5312644 -28433.77288876 -28434.42435299 -28428.61619935 -28433.18419387 -28438.91326707 -28428.68109444 -28450.15367594 -28431.66530678 -28430.24322946 -28445.19150501 -28440.87983204 -28435.39140724 -28429.02381822 -28430.41228481 -28431.5917495 -28429.96617426 -28430.80575263 -28428.91186004 -28427.45143702 -28430.74521745 -28428.24557177 -28431.32087175 -28435.62344408 -28430.24766264 -28429.08192246 -28427.84256416 -28428.78957838 -28451.7473311 -28429.38532662 -28430.41824255 -28429.68099109 -28437.03248214 -28440.06475821 -28435.43800518 -28437.39475242 -28435.10746996 -28441.80161812 -28430.15605304 -28452.32905341 -28442.40134582 -28433.61473554 -28428.68783162 -28435.75606134 -28432.29375002 -28454.61375942 -28437.6648006 -28428.37073838 -28429.27131674 -28429.57245462 -28428.83820903 -28430.83919889 -28474.30695941 -28450.42913337 -28465.92142096] manylnprob(): p[0] = [ 1.30604888e+00 2.16139356e+00 9.09847015e-01 -9.13823555e-03 7.04304051e-03 -2.02518041e-04 9.14850790e-01 9.04634259e-01] main(): current acceptance fraction: 39.5715408805 MCMC took 84.957088 sec Running MCMC mcmc-default-064-015-795.pickle manylnprob(): lnp = [-28428.66634139 -28485.39681214 -28441.49310956 -28427.90584931 -28456.33132657 -28434.89529236 -28429.76231225 -28428.68556213 -28428.63472589 -28444.99463052 -28431.70382189 -28438.05693936 -28429.31615711 -28427.86143105 -28441.30033246 -28427.42512621 -28434.93117248 -28429.67631551 -28432.53102043 -28432.00870796 -28428.97951758 -28457.4325329 -28451.79598498 -28449.08643256 -28465.32502692 -28439.53300655 -28428.56122603 -28432.585679 -28428.38054104 -28428.57607428 -28427.73467803 -28430.21876307 -28433.06069012 -28428.22518465 -28429.89528771 -28429.84027771 -28427.54760979 -28442.18484672 -28432.51086146 -28427.98632504 -28430.72399598 -28431.81609466 -28455.88816787 -28431.01668634 -28438.770317 -28431.29330855 -28429.24959833 -28428.8113137 -28429.2920365 -28443.04280944 -28427.64819999 -28428.67151096 -28431.70011859 -28444.5307638 -28433.40472895 -28432.58250252 -28428.92726619 -28428.81192048 -28438.88986345 -28428.14643728 -28428.62431365 -28433.86654248 -28428.72149742 -28432.59454786] manylnprob(): p[0] = [ 1.33008005e+00 2.20942933e+00 9.39817131e-01 -8.83169356e-03 7.20941745e-03 -8.93733032e-05 9.20870626e-01 8.76037789e-01] main(): current acceptance fraction: 39.5748272613 MCMC took 85.944132 sec Running MCMC mcmc-default-064-015-796.pickle manylnprob(): lnp = [-28428.56533172 -28450.0404793 -28449.58528973 -28427.44686952 -28461.16901945 -28451.78521396 -28453.78012318 -28429.35087085 -28431.55896077 -28435.64492932 -28428.61373354 -28429.6502568 -28428.94954546 -28430.38127038 -28427.54756378 -28428.33742018 -28432.11151851 -28432.9234759 -28432.33684536 -28448.66857357 -28427.19144796 -28435.51231491 -28436.14119472 -28428.0429026 -28434.12314596 -28428.47830176 -28428.87189232 -28429.6083655 -28427.64071158 -28435.02202305 -28441.60568617 -28428.98850285 -28428.00005348 -28431.37804625 -28433.42668868 -28428.21182306 -28428.20558723 -28480.84185936 -28439.65941254 -28428.18776194 -28440.85538133 -28429.55170037 -28429.08675624 -28429.94070384 -28429.52339088 -28429.26030175 -28431.76957728 -28450.59544323 -28428.74554325 -28429.36947489 -28430.12378797 -28428.84179906 -28434.63091825 -28436.17023051 -28440.68706842 -28432.02344046 -28428.87300144 -28448.32530766 -28434.82749976 -28428.36256105 -28429.03190659 -28477.11413003 -28428.4738056 -28440.08677163] manylnprob(): p[0] = [ 1.33126106e+00 2.21186736e+00 9.41411083e-01 -8.83357845e-03 7.18382466e-03 -9.96088964e-05 9.21731433e-01 8.72451290e-01] main(): current acceptance fraction: 39.5781053952 MCMC took 85.315401 sec Running MCMC mcmc-default-064-015-797.pickle manylnprob(): lnp = [-28429.01207116 -28456.13524636 -28433.08230343 -28430.62603792 -28455.17592633 -28432.41607937 -28435.11414934 -28428.60308688 -28440.39276617 -28432.44359365 -28432.82768318 -28441.76449396 -28442.40964636 -28460.89416835 -28429.31769122 -28437.78828118 -28433.68419938 -28435.83440678 -28427.58163583 -28430.15876275 -28429.00483897 -28429.33062732 -28434.6261278 -28429.05398326 -28437.63269288 -28428.26847782 -28428.27587333 -28432.45209577 -28428.7728723 -28467.33496113 -28432.78381128 -28429.42212046 -28429.56534518 -28432.34510997 -28428.84146558 -28428.43911193 -28428.95010846 -28430.03841172 -28483.4477399 -28428.0203228 -28429.59528381 -28428.4762427 -28431.83212799 -28432.10408354 -28428.71674172 -28455.01491627 -28444.86201409 -28429.9901306 -28428.18573573 -28443.49302342 -28432.32587577 -28428.78889024 -28430.44642 -28429.62603028 -28455.72349651 -28455.85740768 -28428.01080072 -28431.90645461 -28429.85591406 -28432.77879938 -28429.41453055 -28443.8105305 -28447.07464172 -28430.30561525] manylnprob(): p[0] = [ 1.32918198e+00 2.20760195e+00 9.38706223e-01 -8.83269098e-03 7.22245620e-03 -8.58732845e-05 9.21273106e-01 8.80091513e-01] main(): current acceptance fraction: 39.5872493734 MCMC took 85.914915 sec Running MCMC mcmc-default-064-015-798.pickle manylnprob(): lnp = [-28445.45381337 -28434.57600327 -28435.51129482 -28429.72647465 -28429.11712788 -28430.41406813 -28430.37571525 -28429.38170872 -28445.71990441 -28429.70061438 -28461.80785201 -28430.4982249 -28428.36121842 -28430.58019955 -28429.23823391 -28430.08561731 -28440.77847329 -28437.20636001 -28437.84763039 -28427.9682552 -28430.88297236 -28427.93442028 -28440.98320239 -28428.87642819 -28430.98955727 -28439.53314943 -28429.95337179 -28450.43678162 -28427.58055329 -28431.82991472 -28428.18133256 -28428.66256345 -28432.27930441 -28440.02384249 -28428.48846805 -28427.69403329 -28431.41658781 -28446.1538964 -28472.6670481 -28428.81522601 -28431.9389185 -28429.55981114 -28433.69713522 -28429.67450301 -28427.54436059 -28431.16559446 -28429.82060534 -28435.55777746 -28462.35866564 -28432.77735727 -28430.4193043 -28429.60936525 -28429.56624751 -28431.8555246 -28432.0779219 -28455.51878717 -28427.59672074 -28430.22457002 -28435.47299923 -28430.44969373 -28428.1002329 -28430.10747485 -28429.04019811 -28432.44053828] manylnprob(): p[0] = [ 1.31383739e+00 2.17714269e+00 9.20048689e-01 -9.07541465e-03 7.08539362e-03 -2.04508749e-04 9.23545219e-01 8.58198027e-01] main(): current acceptance fraction: 39.5885481852 MCMC took 85.600565 sec Running MCMC mcmc-default-064-015-799.pickle manylnprob(): lnp = [-28434.94435533 -28467.47920187 -28427.74226486 -28431.10164354 -28433.05724055 -28437.68278195 -28436.1709813 -28430.24169964 -28432.15324424 -28430.12215143 -28431.37628647 -28429.44126029 -28430.32212381 -28427.75745955 -28438.00576739 -28430.80012661 -28439.33601257 -28467.60981241 -28428.2720877 -28434.15035153 -28434.13110314 -28430.16847983 -28428.95395687 -28428.19187993 -28429.16790203 -28428.62604036 -28429.83921808 -28432.0379816 -28429.88668545 -28433.00111693 -28427.93158067 -28429.29084496 -28428.29916019 -28458.24982287 -28435.03762245 -28430.49782667 -28452.46759229 -28428.67957839 -28484.01269337 -28427.76182152 -28431.8800239 -28428.76091767 -28429.27849483 -28436.71681147 -28430.65247209 -28434.64017535 -28436.04534262 -28455.54527768 -28451.90708662 -28428.42298603 -28429.39027562 -28428.87619922 -28431.78374068 -28433.67136025 -28436.9615897 -28429.41437885 -28430.02452424 -28430.6353137 -28429.91979658 -28429.73994291 -28427.79380775 -28448.40050215 -28455.93610406 -28442.50574557] manylnprob(): p[0] = [ 1.32842091e+00 2.20579653e+00 9.37903921e-01 -8.85757193e-03 7.15896694e-03 -1.02893380e-04 9.16634788e-01 8.82610916e-01] main(): current acceptance fraction: 39.59375 MCMC took 85.058825 sec Plotting trajectory traj-default-064-015-800.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-800.png Running MCMC mcmc-default-064-015-800.pickle manylnprob(): lnp = [-28428.04085541 -28439.54211947 -28432.69706231 -28442.41671843 -28481.55617039 -28432.4081244 -28436.21732573 -28429.926995 -28432.70518673 -28428.80607453 -28440.10673728 -28442.69781954 -28429.04513105 -28428.6395738 -28427.9009042 -28427.34231048 -28430.53345458 -28454.85646512 -28428.40458859 -28430.10391661 -28443.19733552 -28439.87658899 -28429.38701261 -28427.73487162 -28431.00022482 -28428.45561533 -28427.8800481 -28432.93022458 -28438.50643522 -28436.06390208 -28428.38202406 -28431.9093835 -28432.46298839 -28457.74831321 -28440.44800171 -28432.76461339 -28443.10916061 -28429.48677555 -28445.51472272 -28428.10153785 -28461.6182384 -28432.67114182 -28429.60743576 -28429.37903374 -28455.60452967 -28431.51522578 -28443.81558958 -28450.06127869 -28433.22904693 -28437.73797231 -28430.51623312 -28428.43493814 -28446.90385799 -28457.25135386 -28429.9412739 -28428.86451511 -28446.89931869 -28461.57434975 -28428.19105948 -28430.3819362 -28429.2632078 -28428.86830333 -28428.59133722 -28430.32722507] manylnprob(): p[0] = [ 1.33229458e+00 2.21433142e+00 9.42921103e-01 -8.80026409e-03 7.23831339e-03 -6.60942622e-05 9.19639670e-01 8.62807401e-01] main(): current acceptance fraction: 39.5813826467 MCMC took 85.594009 sec Running MCMC mcmc-default-064-015-801.pickle manylnprob(): lnp = [-28428.67869609 -28437.39116163 -28428.20763932 -28435.8358416 -28428.16040454 -28441.53900078 -28431.68744769 -28436.87839302 -28429.99841435 -28433.53689188 -28431.27898527 -28429.30356629 -28438.3902836 -28427.70539359 -28429.67561412 -28429.73509233 -28431.07373635 -28440.80943084 -28428.91452908 -28428.50861775 -28431.22222826 -28442.79551111 -28428.467138 -28429.34054756 -28429.22378044 -28428.0152662 -28430.1252267 -28427.63421874 -28438.13861914 -28442.74562429 -28431.02361572 -28430.01369777 -28429.64434134 -28432.43284594 -28453.25123477 -28430.00082928 -28441.10772519 -28428.72802805 -28434.35132956 -28427.32252591 -28440.7948604 -28431.45185861 -28432.16299471 -28437.91918091 -28461.23178868 -28429.82074754 -28440.26448658 -28428.36606966 -28428.44072583 -28428.69015776 -28436.35259196 -28429.7532307 -28437.815628 -28458.60471971 -28427.65112339 -28448.603687 -28431.09682102 -28429.04332315 -28444.22346572 -28439.87477118 -28427.93342011 -28429.34356261 -28427.17215259 -28440.97496159] manylnprob(): p[0] = [ 1.32958568e+00 2.20844148e+00 9.39259556e-01 -8.82852139e-03 7.22537059e-03 -8.32455356e-05 9.21407799e-01 8.79720401e-01] main(): current acceptance fraction: 39.5729426434 MCMC took 85.605693 sec Running MCMC mcmc-default-064-015-802.pickle manylnprob(): lnp = [-28429.4036202 -28475.87413957 -28428.53884104 -28430.08922792 -28428.41640373 -28431.88316725 -28452.01675488 -28429.65877637 -28438.85756545 -28434.00887779 -28429.18137432 -28438.20057729 -28440.93492978 -28427.66999536 -28427.70841147 -28429.43380016 -28431.75753332 -28449.44415369 -28427.40201204 -28428.28395179 -28440.52766471 -28430.2270014 -28430.12526024 -28436.11150025 -28435.19990202 -28435.8732681 -28428.85018558 -28429.07559765 -28429.00244666 -28447.64995984 -28427.788267 -28447.54778 -28437.39860893 -28462.19341313 -28444.15721047 -28438.48644441 -28442.20018926 -28429.16455135 -28432.07729998 -28427.8969605 -28431.61504023 -28447.3815011 -28436.60601196 -28428.1186759 -28431.36923981 -28428.14772839 -28434.6104178 -28455.2031223 -28427.66355742 -28435.00331248 -28428.53793313 -28429.00905471 -28433.284994 -28429.12318323 -28429.25260298 -28432.81879248 -28440.97528385 -28444.21755901 -28452.03277921 -28429.25778467 -28445.50506827 -28431.67597019 -28427.90900144 -28431.42509192] manylnprob(): p[0] = [ 1.32675562e+00 2.20255609e+00 9.35380506e-01 -8.85775160e-03 7.20493978e-03 -1.01666931e-04 9.20463554e-01 8.82322019e-01] main(): current acceptance fraction: 39.5625778331 MCMC took 85.753553 sec Running MCMC mcmc-default-064-015-803.pickle manylnprob(): lnp = [-28430.45361817 -28442.74509987 -28428.59272208 -28428.95728593 -28432.08083246 -28433.61372687 -28459.05829304 -28429.69313165 -28441.05142391 -28458.39143625 -28432.02404209 -28429.38369411 -28444.37918998 -28431.9947736 -28434.83895078 -28428.92507916 -28449.41216723 -28509.92641425 -28429.18994749 -28430.14982138 -28431.58927174 -28434.24339065 -28431.88013045 -28435.85538456 -28447.74685775 -28429.21357791 -28432.10138573 -28444.67384396 -28429.62557886 -28450.63568778 -28427.63291658 -28430.61801529 -28444.92440669 -28435.03840714 -28448.95843768 -28427.6712013 -28430.83923691 -28430.90860869 -28433.15134589 -28428.47859353 -28439.08406876 -28431.00580229 -28429.66653775 -28437.40107606 -28429.41313092 -28439.81280029 -28430.25577159 -28436.32498765 -28452.59616623 -28428.47606066 -28429.72837495 -28430.36589621 -28430.73189532 -28428.98640101 -28435.9090766 -28463.24952471 -28447.25630394 -28434.92792175 -28430.34137543 -28430.19922836 -28429.04002472 -28452.52501206 -28427.62619528 -28439.94669635] manylnprob(): p[0] = [ 1.32668269e+00 2.20233868e+00 9.35303154e-01 -8.85530653e-03 7.21202355e-03 -9.51211693e-05 9.22010274e-01 8.83796440e-01] main(): current acceptance fraction: 39.550295398 MCMC took 85.710465 sec Running MCMC mcmc-default-064-015-804.pickle manylnprob(): lnp = [-28428.72868898 -28439.33633598 -28428.34871076 -28428.21814269 -28429.77287 -28523.46417914 -28434.69885097 -28452.87436414 -28430.47670325 -28429.27376159 -28428.37570009 -28429.49498566 -28431.30481781 -28429.18502618 -28458.9249194 -28438.79136214 -28431.02981075 -28437.16061877 -28427.9210054 -28428.20960597 -28437.42863142 -28430.1948742 -28439.91706554 -28429.83611199 -28430.1040064 -28437.72130223 -28434.98732747 -28428.52985138 -28438.03129235 -28433.91171013 -28428.09079888 -28435.61766269 -28434.72214509 -28438.98836897 -28446.90864929 -28434.24430628 -28446.32926674 -28430.89138143 -28431.08862891 -28430.33454414 -28436.51713137 -28429.78555988 -28435.91941755 -28443.84477023 -28431.32024701 -28429.1953413 -28434.09809151 -28437.55590078 -28429.5188033 -28427.88941026 -28430.04721109 -28431.90477422 -28430.41152387 -28435.75735673 -28427.53510395 -28455.39371065 -28427.62774806 -28429.29543889 -28429.95656319 -28438.36827428 -28428.70619703 -28429.99570893 -28428.68555342 -28437.0586649 ] manylnprob(): p[0] = [ 1.33016750e+00 2.20944464e+00 9.39757931e-01 -8.81818537e-03 7.22737950e-03 -8.69074349e-05 9.22446300e-01 8.79502534e-01] main(): current acceptance fraction: 39.549689441 MCMC took 85.708421 sec Running MCMC mcmc-default-064-015-805.pickle manylnprob(): lnp = [-28427.55346958 -28444.87939985 -28445.31209829 -28430.45566153 -28429.78160311 -28430.25314652 -28429.09896637 -28429.00012519 -28434.09020668 -28428.82378032 -28428.6535471 -28429.28135109 -28428.50135639 -28428.0699671 -28435.53040523 -28428.11048725 -28430.02498292 -28432.53791652 -28430.86677639 -28434.27325534 -28428.96189663 -28429.25349683 -28431.79121846 -28429.99744659 -28441.9204121 -28428.31560813 -28429.93500242 -28428.9616674 -28427.59370753 -28446.41541162 -28429.1057622 -28434.24051572 -28428.5487381 -28433.19184477 -28441.49384717 -28431.01592314 -28427.4641546 -28427.90625425 -28442.94983822 -28427.9417222 -28430.70028545 -28428.93437874 -28441.81741786 -28429.96572073 -28428.87303869 -28427.59034125 -28431.0599361 -28428.39710754 -28432.79909249 -28427.55500626 -28427.95847669 -28435.57252318 -28428.37529693 -28449.28390849 -28430.23534997 -28432.93319573 -28431.84178706 -28435.24276826 -28435.69770329 -28437.6968128 -28428.91154696 -28440.61754853 -28428.57800608 -28430.62371967] manylnprob(): p[0] = [ 1.33604196e+00 2.22168405e+00 9.47280489e-01 -8.77302616e-03 7.22393794e-03 -8.18751813e-05 9.20038211e-01 8.61654003e-01] main(): current acceptance fraction: 39.547146402 MCMC took 84.947986 sec Running MCMC mcmc-default-064-015-806.pickle manylnprob(): lnp = [-28429.92808912 -28447.87124318 -28428.43853684 -28445.15643866 -28443.44886408 -28433.70626949 -28429.70414658 -28430.1084371 -28429.83743289 -28429.28374026 -28427.6354956 -28430.46235927 -28433.24563209 -28429.0731338 -28435.21341572 -28430.98239631 -28428.93713764 -28429.16095668 -28435.41206275 -28430.6623877 -28431.34854479 -28433.1103676 -28433.02761267 -28431.32845755 -28433.28988759 -28433.315544 -28441.42793668 -28431.83116138 -28429.25290179 -28446.64076675 -28432.39571801 -28466.57633457 -28429.67267436 -28446.95938058 -28429.98996173 -28445.38338506 -28427.92486422 -28432.18899999 -28432.30374933 -28427.91216712 -28429.79516415 -28449.09250241 -28442.42028988 -28428.91711067 -28429.98609358 -28433.48680995 -28435.30106761 -28447.63667412 -28427.89370051 -28433.12881866 -28434.58796346 -28429.82370205 -28428.93798644 -28429.15677886 -28437.02520352 -28445.85965962 -28431.04481357 -28433.96459712 -28429.66679981 -28431.08104017 -28434.21926688 -28432.47361283 -28441.28495155 -28431.10893809] manylnprob(): p[0] = [ 1.32514742e+00 2.19896228e+00 9.32850634e-01 -8.77960058e-03 7.38511929e-03 -2.23425235e-05 9.17204407e-01 8.83641346e-01] main(): current acceptance fraction: 39.5446096654 MCMC took 85.476286 sec Running MCMC mcmc-default-064-015-807.pickle manylnprob(): lnp = [-28434.95674139 -28433.31181915 -28427.99059245 -28429.23437914 -28428.41784383 -28433.39256747 -28429.84370033 -28428.91697929 -28428.74071588 -28438.35555902 -28428.89993978 -28437.88423925 -28427.41767671 -28447.33559905 -28437.68527744 -28445.78017343 -28437.20754652 -28430.77503517 -28454.04127604 -28428.77697067 -28429.94495127 -28434.10753484 -28447.18151355 -28439.52085555 -28432.93681789 -28427.29643795 -28429.7090229 -28443.93707038 -28428.71721743 -28432.91629846 -28432.31345178 -28432.50496531 -28442.39918843 -28431.26768709 -28430.81544843 -28429.53733264 -28427.56819445 -28436.9541493 -28464.49067846 -28427.85483282 -28430.97688294 -28454.60478501 -28430.04519229 -28434.96159477 -28433.4348618 -28428.21420579 -28430.14489587 -28429.2850947 -28429.44921758 -28427.6076032 -28432.40538439 -28432.41993522 -28430.49486232 -28429.43785316 -28432.31764942 -28430.203296 -28440.98308873 -28432.70729946 -28445.52719115 -28428.30783559 -28442.69701066 -28450.5010088 -28429.16299249 -28431.20738974] manylnprob(): p[0] = [ 1.31689986e+00 2.18220999e+00 9.22195263e-01 -8.84771011e-03 7.39217237e-03 -2.53141102e-05 9.13815532e-01 8.92866305e-01] main(): current acceptance fraction: 39.544012995 MCMC took 85.564589 sec Running MCMC mcmc-default-064-015-808.pickle manylnprob(): lnp = [-28440.34393671 -28447.69617223 -28434.87316143 -28431.45291865 -28430.24563357 -28434.10631419 -28435.10318722 -28431.83123674 -28429.5360807 -28429.5012296 -28429.34935542 -28430.47858829 -28440.58027001 -28434.47923991 -28428.97232201 -28439.10972382 -28429.53776842 -28430.84715224 -28434.60064388 -28437.01073601 -28431.30874688 -28431.74664427 -28428.70030681 -28428.93414059 -28429.93509801 -28434.91101837 -28429.95590739 -28429.72774499 -28428.4230837 -28445.00554148 -28444.30753244 -28431.59828161 -28432.17646491 -28480.05476989 -28434.76987972 -28429.03415558 -28427.42863741 -28431.70779068 -28438.58193779 -28448.27299044 -28429.35923526 -28432.14050672 -28435.41372895 -28437.65693056 -28431.32094362 -28443.58824741 -28428.07831362 -28454.10055799 -28428.31144795 -28427.35321909 -28442.73913884 -28430.57039993 -28439.17089778 -28430.00039126 -28437.85068779 -28429.69862462 -28438.76777375 -28440.08807602 -28432.51130768 -28437.7691214 -28439.29136425 -28429.54736842 -28433.34347902 -28431.67930178] manylnprob(): p[0] = [ 1.31673898e+00 2.18123484e+00 9.21668440e-01 -8.79460239e-03 7.51496802e-03 2.31723037e-05 9.15173255e-01 8.92208352e-01] main(): current acceptance fraction: 39.5434177998 MCMC took 85.517786 sec Running MCMC mcmc-default-064-015-809.pickle manylnprob(): lnp = [-28429.74001782 -28447.28434368 -28427.36880312 -28428.27821345 -28449.7871288 -28434.44641121 -28430.6052244 -28431.73470669 -28430.20324019 -28429.24725447 -28429.13959162 -28428.90636912 -28453.30290687 -28427.72837071 -28439.98024788 -28429.05304642 -28429.21830758 -28430.76851224 -28430.73046285 -28428.16586303 -28430.47740923 -28438.18193243 -28430.39584943 -28429.27207106 -28429.62866177 -28427.70278325 -28433.91192846 -28428.35126212 -28432.52141227 -28460.50448265 -28430.66878453 -28431.62732327 -28440.81360531 -28478.17068228 -28435.16199721 -28435.42213693 -28429.72305524 -28431.67191872 -28429.20057471 -28427.88150381 -28433.78860391 -28428.66670485 -28434.14576089 -28427.81043384 -28430.39031556 -28435.06743066 -28429.24676917 -28429.3468192 -28429.33646887 -28427.58033369 -28434.74453053 -28429.48743456 -28436.09770795 -28429.07722566 -28451.10035328 -28430.00258985 -28458.3991347 -28435.69595638 -28441.83363002 -28428.28158649 -28429.85957454 -28436.0737221 -28435.46381072 -28438.65921042] manylnprob(): p[0] = [ 1.32641542e+00 2.20157510e+00 9.34528988e-01 -8.76705781e-03 7.37471141e-03 -2.27014693e-05 9.17606139e-01 8.79228351e-01] main(): current acceptance fraction: 39.5505401235 MCMC took 85.758459 sec Plotting trajectory traj-default-064-015-810.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-810.png Running MCMC mcmc-default-064-015-810.pickle manylnprob(): lnp = [-28441.2737312 -28432.57586789 -28427.8926442 -28428.77144639 -28429.87333171 -28434.36767445 -28439.39143091 -28429.670134 -28429.79677639 -28432.20784569 -28428.97276748 -28430.68409494 -28428.34895349 -28441.65925557 -28429.1855392 -28440.3418137 -28432.56581481 -28429.81290628 -28430.07796648 -28438.04269284 -28429.85757899 -28432.16171099 -28428.72057256 -28428.27767323 -28438.44870885 -28439.59390071 -28432.32274924 -28435.33557259 -28442.0931411 -28445.20429763 -28429.830785 -28440.77678865 -28443.82611169 -28428.24686981 -28441.89631805 -28431.08129408 -28432.63424463 -28441.42614557 -28429.36010723 -28429.28208636 -28436.91485707 -28432.24161512 -28440.92927361 -28428.61069601 -28430.85983016 -28428.23493239 -28429.23088898 -28430.15475589 -28476.59098879 -28427.46837634 -28434.44258728 -28433.53558235 -28435.55289752 -28452.17675071 -28431.09048341 -28446.98769502 -28451.32881154 -28434.77557864 -28430.04928814 -28431.11765106 -28428.7737182 -28433.16495639 -28441.84526982 -28428.71235181] manylnprob(): p[0] = [ 1.32894459e+00 2.20559008e+00 9.37486966e-01 -8.72070843e-03 7.49910640e-03 4.00852753e-05 9.21339286e-01 8.82328703e-01] main(): current acceptance fraction: 39.5480117139 MCMC took 85.250518 sec Running MCMC mcmc-default-064-015-811.pickle manylnprob(): lnp = [-28429.5065845 -28434.82588424 -28427.84696044 -28427.64542019 -28435.91474674 -28432.97463911 -28436.02213864 -28430.83309768 -28439.60910715 -28435.67460358 -28428.33786195 -28427.82438962 -28428.63615905 -28428.84103139 -28435.43339113 -28428.12697441 -28429.20631326 -28428.12738389 -28443.61376522 -28428.2735585 -28429.84304464 -28428.95615417 -28430.22315754 -28428.71529187 -28434.3192591 -28428.60213158 -28434.70282255 -28428.10848176 -28429.69920408 -28430.31040233 -28432.07821531 -28429.95426737 -28430.42376035 -28428.25498106 -28432.55715376 -28427.71690665 -28435.49034211 -28432.9024314 -28433.34099956 -28427.84622266 -28444.56123145 -28429.50355988 -28428.05644398 -28429.5899533 -28429.92040166 -28427.95804731 -28428.24787154 -28460.59974432 -28428.00077326 -28427.67845634 -28449.0729797 -28453.47561799 -28431.38732127 -28438.69831127 -28429.82457857 -28430.41869744 -28428.44295175 -28430.61529346 -28431.49305214 -28429.51970068 -28437.5972332 -28434.33587364 -28436.71209949 -28428.30269373] manylnprob(): p[0] = [ 1.32210859e+00 2.19346929e+00 9.29382422e-01 -8.81050592e-03 7.35705003e-03 -3.69495225e-05 9.17732420e-01 8.57512606e-01] main(): current acceptance fraction: 39.545489532 MCMC took 84.941544 sec Running MCMC mcmc-default-064-015-812.pickle manylnprob(): lnp = [-28432.72518179 -28437.25205438 -28427.61050602 -28437.63486715 -28428.73050145 -28465.21746503 -28445.65706952 -28429.2377006 -28447.16181229 -28454.01897475 -28429.98514118 -28427.46254195 -28430.11355943 -28439.52037583 -28446.31159876 -28429.09310566 -28447.99196711 -28434.79524374 -28435.57031107 -28436.94084937 -28430.8829402 -28430.53744107 -28454.56188373 -28428.28231389 -28441.07452059 -28427.29624511 -28432.03563864 -28435.46968641 -28445.28215228 -28430.51945888 -28462.08586727 -28431.43220646 -28428.61844477 -28450.43700196 -28430.39036802 -28427.69119462 -28436.9452492 -28462.06715769 -28430.32833972 -28428.88488561 -28450.21199481 -28429.86646273 -28428.47295961 -28429.3680475 -28428.52347755 -28428.90015633 -28428.17838665 -28430.24491376 -28433.48089616 -28427.61271316 -28435.66025125 -28435.45414229 -28446.8565227 -28433.97693174 -28433.98714124 -28430.10448995 -28430.25000319 -28430.19479747 -28429.3338714 -28430.21314773 -28468.40775164 -28452.13059571 -28428.63686495 -28428.18119648] manylnprob(): p[0] = [ 1.32132711e+00 2.19117285e+00 9.27892341e-01 -8.76670075e-03 7.47240347e-03 1.45760624e-05 9.14224331e-01 8.91747674e-01] main(): current acceptance fraction: 39.5372078721 MCMC took 85.230178 sec Running MCMC mcmc-default-064-015-813.pickle manylnprob(): lnp = [-28449.44779795 -28437.15025358 -28427.71312384 -28429.50017388 -28427.41049414 -28438.80929329 -28433.46724723 -28430.0136868 -28431.74312381 -28441.33581541 -28428.53069295 -28428.1669388 -28430.43297257 -28428.52808224 -28429.93481603 -28457.11039631 -28444.50146283 -28451.57619493 -28429.49690206 -28427.74332888 -28434.64705052 -28439.20669068 -28449.94255562 -28429.13963256 -28428.98723849 -28427.29590228 -28431.11886053 -28444.79048059 -28429.67364843 -28448.45448595 -28429.52682966 -28431.00338051 -28429.74547737 -28428.38462707 -28431.61748607 -28428.53281793 -28428.42502311 -28434.21358849 -28458.58751391 -28435.16495003 -28433.71788298 -28451.29975149 -28428.53174067 -28436.45083216 -28441.30900467 -28429.15749345 -28429.11634197 -28428.19681987 -28430.62238312 -28432.09246727 -28437.58656168 -28430.36693123 -28436.83707522 -28431.58555014 -28430.45956999 -28430.44955325 -28448.34901516 -28437.74948007 -28447.14168143 -28429.62852211 -28441.18873038 -28441.75446303 -28430.65595308 -28428.09559188] manylnprob(): p[0] = [ 1.31091017e+00 2.16994769e+00 9.14227332e-01 -8.84243815e-03 7.50569130e-03 1.17837769e-05 9.10121898e-01 9.09857783e-01] main(): current acceptance fraction: 39.5404637592 MCMC took 85.216494 sec Running MCMC mcmc-default-064-015-814.pickle manylnprob(): lnp = [-28429.859097 -28430.10779982 -28427.63507028 -28433.71737653 -28428.1037829 -28435.13597559 -28427.46520394 -28429.07843209 -28431.79501558 -28432.08602528 -28428.15355285 -28428.90901618 -28432.83037136 -28431.71188932 -28444.17290191 -28429.14053976 -28429.54646569 -28430.44346113 -28434.86661765 -28427.82204004 -28435.6497988 -28428.33077745 -28448.3808484 -28429.31751242 -28439.90667908 -28434.74096269 -28431.09602442 -28429.7745648 -28440.51516652 -28427.88927455 -28433.17228198 -28430.28459928 -28446.38842361 -28438.722516 -28445.00251552 -28429.87934488 -28428.90445404 -28429.8175537 -28442.36058648 -28430.21366643 -28429.05312395 -28446.37649077 -28428.83851361 -28428.3383636 -28429.26206322 -28430.01634987 -28429.44520023 -28430.60631482 -28433.09262818 -28440.41385926 -28459.04222812 -28429.47855962 -28428.30519505 -28448.58846235 -28429.56516215 -28429.21440828 -28443.17258667 -28442.48137739 -28429.10452248 -28433.86802202 -28429.99383078 -28431.70709809 -28427.60346955 -28428.6668664 ] manylnprob(): p[0] = [ 1.32755030e+00 2.20369622e+00 9.35688482e-01 -8.74768902e-03 7.40697514e-03 -7.27794597e-06 9.11278015e-01 8.76824342e-01] main(): current acceptance fraction: 39.5417944785 MCMC took 85.167499 sec Running MCMC mcmc-default-064-015-815.pickle manylnprob(): lnp = [-28428.22784996 -28429.81029445 -28428.11027862 -28438.64013896 -28436.44409012 -28441.26650594 -28429.82073315 -28428.83573858 -28441.42530098 -28435.51334289 -28427.08723185 -28430.14268725 -28429.94441782 -28429.97079506 -28435.29456361 -28434.31854801 -28445.68220422 -28428.74508924 -28434.75919904 -28427.90592467 -28446.32788349 -28443.37113855 -28430.62890071 -28428.93448753 -28429.57743222 -28439.4735775 -28446.60054948 -28431.58469651 -28428.60502774 -28430.09255932 -28429.36756164 -28431.33072021 -28427.9271522 -28428.22930468 -28440.82529473 -28431.7283489 -28429.53527059 -28428.74130059 -28429.36280768 -28428.97739019 -28429.21270354 -28430.74409617 -28427.54693076 -28434.23789529 -28432.42898375 -28429.77225437 -28431.28207679 -28429.05836018 -28428.75020156 -28434.63632711 -28432.28621458 -28430.56424128 -28431.15239499 -28430.32713922 -28441.59202504 -28429.17543607 -28427.5984953 -28442.86690932 -28446.91563207 -28429.70233778 -28428.13215407 -28428.74491601 -28428.17369675 -28430.20394347] manylnprob(): p[0] = [ 1.33256984e+00 2.21393080e+00 9.42337474e-01 -8.70151080e-03 7.41160936e-03 -4.97181372e-06 9.16672379e-01 8.76196386e-01] main(): current acceptance fraction: 39.5450367647 MCMC took 85.87676 sec Running MCMC mcmc-default-064-015-816.pickle manylnprob(): lnp = [-28441.73226475 -28429.82503847 -28427.81279795 -28430.00985718 -28428.08397464 -28433.42310322 -28428.49556118 -28437.58464704 -28428.33344901 -28430.07621079 -28427.56456379 -28430.12609675 -28429.46241198 -28449.77216334 -28442.43580611 -28452.602449 -28428.18231153 -28429.97486514 -28430.71129067 -28429.84021918 -28430.50126725 -28430.32760456 -28446.18103183 -28440.10709026 -28445.02279217 -28428.88334105 -28437.36702839 -28436.52284781 -28432.53978956 -28429.47367565 -28439.29601894 -28428.91183648 -28429.8145277 -28437.28706948 -28431.3319645 -28447.88402039 -28429.0307925 -28457.05499977 -28429.91058128 -28459.92457154 -28441.39729138 -28429.77844961 -28428.11875093 -28427.62958473 -28457.37883518 -28428.97968133 -28430.64007279 -28436.46617133 -28429.23019607 -28431.7179856 -28428.6331452 -28435.76025044 -28430.50816268 -28438.21175557 -28438.00564264 -28428.92489083 -28428.52122535 -28429.36192111 -28445.24209114 -28439.62212134 -28428.74830506 -28429.00762512 -28428.02558037 -28429.59435967] manylnprob(): p[0] = [ 1.32298572e+00 2.19369625e+00 9.29396451e-01 -8.74746313e-03 7.49625321e-03 3.76174204e-05 9.12847660e-01 9.07672377e-01] main(): current acceptance fraction: 39.5348837209 MCMC took 86.150175 sec Running MCMC mcmc-default-064-015-817.pickle manylnprob(): lnp = [-28429.60967448 -28445.7536743 -28434.6540116 -28440.69780401 -28428.58302579 -28431.85090796 -28428.08423535 -28432.16153221 -28429.71744396 -28432.7034291 -28428.12025771 -28429.79370102 -28452.00045729 -28428.87708118 -28440.33529712 -28428.56577626 -28431.55599052 -28428.37072834 -28430.49426211 -28429.3791128 -28431.64836404 -28440.62192463 -28443.86489501 -28434.21297179 -28429.31397642 -28442.40776745 -28435.47441881 -28429.20625607 -28429.76293001 -28429.79422782 -28429.45069958 -28429.3181296 -28442.96316824 -28450.14885234 -28428.81324225 -28437.77372417 -28428.62992941 -28428.78015466 -28439.17556567 -28428.56129249 -28431.38902036 -28433.18168503 -28427.51174635 -28428.47195484 -28432.44277079 -28440.27892164 -28427.72784352 -28428.4294431 -28435.45975542 -28434.39267518 -28444.10902737 -28446.21349954 -28438.07431656 -28446.05140136 -28432.59198202 -28431.60355949 -28428.51148298 -28429.64272461 -28429.24061218 -28434.3908978 -28428.5284376 -28436.13667226 -28428.24473519 -28429.62968761] manylnprob(): p[0] = [ 1.32968333e+00 2.20780100e+00 9.38132111e-01 -8.74258315e-03 7.35338788e-03 -4.21782644e-05 9.14805826e-01 8.69345812e-01] main(): current acceptance fraction: 39.5266656479 MCMC took 85.774362 sec Running MCMC mcmc-default-064-015-818.pickle manylnprob(): lnp = [-28429.72153753 -28435.20061996 -28427.59803367 -28428.87527541 -28427.90424472 -28430.77820321 -28433.08053312 -28428.97214672 -28429.22703768 -28454.01333042 -28429.1989489 -28431.60293388 -28428.9533325 -28437.58024662 -28451.91980908 -28428.07962087 -28452.69274408 -28429.72705985 -28429.85190192 -28428.66370675 -28429.69359872 -28427.83859857 -28451.80159314 -28428.57800563 -28429.47283407 -28428.61843045 -28436.60614834 -28428.03421927 -28430.44164097 -28428.54554899 -28429.3530545 -28439.08742238 -28438.38963064 -28427.68265012 -28441.89251009 -28431.91552166 -28433.66007409 -28431.38254251 -28442.96132929 -28429.94343622 -28450.01790318 -28427.63706094 -28429.96686647 -28427.69166542 -28436.11258025 -28430.39342663 -28428.06726614 -28427.37846165 -28447.74855751 -28430.92513836 -28441.80572171 -28428.57174033 -28438.72469457 -28429.80299149 -28433.42509175 -28443.60151531 -28428.83230132 -28429.683871 -28429.91329361 -28432.06256012 -28449.13114229 -28431.00319211 -28447.64597323 -28430.4260796 ] manylnprob(): p[0] = [ 1.32765991e+00 2.20392796e+00 9.35844018e-01 -8.74903829e-03 7.40255153e-03 -9.15012881e-06 9.11477321e-01 8.76782610e-01] main(): current acceptance fraction: 39.5203754579 MCMC took 85.811508 sec Running MCMC mcmc-default-064-015-819.pickle manylnprob(): lnp = [-28438.74557977 -28429.82859082 -28427.69430834 -28434.63220191 -28428.76492527 -28428.83774915 -28435.37245434 -28429.08613941 -28429.45316592 -28446.6065069 -28432.3638304 -28431.06409823 -28432.95378578 -28430.9899495 -28440.20077245 -28448.30886567 -28448.93491007 -28429.72813616 -28429.25881204 -28428.63047325 -28429.29168298 -28455.51877456 -28428.32347776 -28441.07291993 -28428.67350113 -28428.55860982 -28442.89609106 -28429.03098517 -28440.97479938 -28437.40706827 -28428.63954845 -28437.35618462 -28429.36584115 -28442.17051388 -28430.52611658 -28436.32467642 -28437.50233814 -28437.53571126 -28428.08539157 -28427.82772796 -28429.84475216 -28428.04629827 -28435.80173985 -28428.29578491 -28449.58416641 -28445.70607368 -28427.76596624 -28430.37641583 -28431.70352375 -28429.12592694 -28428.53999075 -28431.48633318 -28442.17083814 -28439.28039873 -28430.44181517 -28430.17324775 -28427.00321254 -28429.60276116 -28447.70984935 -28432.46323436 -28432.44584458 -28434.34953653 -28427.89701471 -28430.63221293] manylnprob(): p[0] = [ 1.32543097e+00 2.19863664e+00 9.32327624e-01 -8.70860257e-03 7.55253567e-03 6.03702126e-05 9.09339906e-01 8.78039837e-01] main(): current acceptance fraction: 39.5179115854 MCMC took 84.994053 sec Plotting trajectory traj-default-064-015-820.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-820.png Running MCMC mcmc-default-064-015-820.pickle manylnprob(): lnp = [-28429.08550319 -28432.37361581 -28427.53894183 -28428.79684693 -28429.90193172 -28431.67636651 -28443.71303819 -28428.80077726 -28429.2217172 -28458.35335172 -28429.22205609 -28428.639404 -28453.0739917 -28434.60902043 -28436.44140178 -28431.35505044 -28428.71182167 -28431.97994184 -28428.79897478 -28430.17086874 -28433.12012098 -28449.63334897 -28429.36209371 -28428.35296691 -28431.0998445 -28428.36241623 -28434.6762462 -28433.4652923 -28428.76509897 -28430.6560999 -28440.82007503 -28432.63812674 -28431.33999341 -28443.03388799 -28430.71601404 -28441.22474799 -28429.712342 -28428.87177898 -28429.85258316 -28445.55476083 -28438.81872191 -28457.44086617 -28440.59991004 -28426.90721764 -28453.6131491 -28428.13779904 -28430.30867354 -28428.49020285 -28441.67682541 -28428.94206546 -28429.76299994 -28429.69347192 -28439.513563 -28438.93231187 -28436.3799036 -28428.74129029 -28432.37982892 -28428.22062091 -28429.86055881 -28428.93451734 -28427.7253143 -28431.0572997 -28432.12985827 -28450.17972164] manylnprob(): p[0] = [ 1.32856860e+00 2.20581062e+00 9.37125605e-01 -8.74913381e-03 7.38282050e-03 -1.67935657e-05 9.11684878e-01 8.77592063e-01] main(): current acceptance fraction: 39.5135505481 MCMC took 86.029456 sec Running MCMC mcmc-default-064-015-821.pickle manylnprob(): lnp = [-28429.2734779 -28429.92692177 -28427.58742039 -28443.77643402 -28429.45008293 -28432.62610262 -28468.75227557 -28430.82366151 -28429.17026257 -28446.81917566 -28428.82698137 -28429.88175379 -28448.82396785 -28427.86999816 -28428.81015864 -28444.50253004 -28434.48083584 -28429.99989373 -28435.41487244 -28429.72336028 -28427.56112277 -28429.99469257 -28439.98105821 -28427.37810875 -28429.62793795 -28428.28602514 -28430.41651504 -28428.98844806 -28427.91672362 -28430.81104656 -28427.26301556 -28434.45796647 -28428.75123724 -28427.90620986 -28430.19985564 -28441.70083673 -28430.52567619 -28429.63977326 -28428.64745238 -28428.64544354 -28431.72002992 -28444.25423567 -28428.44972787 -28431.64469403 -28443.51334577 -28428.78606421 -28430.28635487 -28428.06923489 -28427.42517489 -28437.30763783 -28429.58855997 -28438.52002662 -28427.91117848 -28453.38554985 -28428.51124206 -28438.62847698 -28433.3519389 -28429.50242356 -28428.95637394 -28430.21510414 -28429.6587769 -28436.85371371 -28431.72831758 -28448.67230727] manylnprob(): p[0] = [ 1.32670306e+00 2.20225179e+00 9.34710715e-01 -8.77734226e-03 7.36417441e-03 -2.75198742e-05 9.15870127e-01 8.69526055e-01] main(): current acceptance fraction: 39.5034975669 MCMC took 85.207044 sec Running MCMC mcmc-default-064-015-822.pickle manylnprob(): lnp = [-28429.74292747 -28427.49111584 -28427.44232425 -28428.88129133 -28457.21191963 -28432.22715764 -28433.91345559 -28431.60773972 -28428.74086642 -28436.33621528 -28431.54559631 -28428.46469968 -28427.72095515 -28429.8512223 -28462.1400701 -28433.64329846 -28429.551018 -28429.16009314 -28429.20004946 -28458.44742794 -28427.87011025 -28429.56963907 -28428.14129878 -28428.9832951 -28434.53287986 -28428.62555685 -28441.02471282 -28436.92107584 -28430.15656173 -28434.4976102 -28428.82893797 -28431.99157295 -28440.94578938 -28427.82813491 -28432.66109962 -28429.98521468 -28455.70278319 -28428.88265716 -28430.94141355 -28442.31776485 -28431.03865722 -28429.47254725 -28434.56791963 -28428.25437767 -28433.95029522 -28437.26336157 -28428.98660357 -28436.3076422 -28430.19571227 -28443.85809098 -28429.04920385 -28430.10597133 -28429.50266645 -28434.17319642 -28429.4177069 -28428.92268622 -28428.56002684 -28445.74694514 -28430.1867221 -28442.82055053 -28429.71763576 -28431.12417507 -28429.01159551 -28429.56873689] manylnprob(): p[0] = [ 1.32784443e+00 2.20427087e+00 9.36105473e-01 -8.74920471e-03 7.38817974e-03 -1.70255151e-05 9.10144578e-01 8.79270582e-01] main(): current acceptance fraction: 39.4934690158 MCMC took 85.823729 sec Running MCMC mcmc-default-064-015-823.pickle manylnprob(): lnp = [-28431.26072775 -28429.05199175 -28427.76981393 -28437.89426601 -28428.45455929 -28432.40578346 -28453.88924978 -28460.81176976 -28428.84575618 -28434.98748291 -28429.18381389 -28433.59652894 -28428.57730183 -28432.66820221 -28438.71940047 -28453.89661918 -28428.78397981 -28435.55116651 -28429.87178938 -28429.13000936 -28428.48118411 -28427.75333824 -28434.0249366 -28438.55263444 -28429.93922629 -28429.13395216 -28430.3822133 -28429.52056769 -28428.1624647 -28436.42115982 -28429.85684039 -28429.23962059 -28429.26150757 -28438.6576882 -28431.73719744 -28429.10997356 -28427.76595107 -28429.2600999 -28437.6236294 -28432.67553197 -28456.47352348 -28428.350175 -28436.04629912 -28427.67038025 -28429.40900941 -28428.70292178 -28430.8297934 -28435.99628465 -28431.61767929 -28432.15936978 -28430.09389167 -28430.52169988 -28438.9369092 -28430.10163018 -28443.55863746 -28428.94916203 -28428.77399624 -28428.37531027 -28431.24204172 -28449.53964968 -28429.30270121 -28437.01563682 -28428.15474562 -28430.59266575] manylnprob(): p[0] = [ 1.33075172e+00 2.20967022e+00 9.39316053e-01 -8.65543717e-03 7.54024333e-03 6.61297588e-05 9.12560996e-01 8.78935998e-01] main(): current acceptance fraction: 39.494842233 MCMC took 84.700499 sec Running MCMC mcmc-default-064-015-824.pickle manylnprob(): lnp = [-28433.40352993 -28430.53842743 -28435.79560459 -28428.99056277 -28446.14381772 -28431.97551089 -28462.4895241 -28434.02962134 -28427.14826725 -28433.11934529 -28434.7718801 -28428.94745822 -28427.33571462 -28437.52564456 -28463.33350259 -28433.79464128 -28429.48254556 -28429.22598981 -28429.39021726 -28432.97438212 -28428.80421661 -28431.72341102 -28428.19018792 -28429.60728137 -28432.79393272 -28427.80113692 -28428.19216973 -28434.83690462 -28430.04783343 -28428.44518208 -28443.15344039 -28434.52678057 -28448.50634428 -28441.83002785 -28437.56783613 -28439.00109227 -28440.70055062 -28429.2782034 -28429.38612673 -28454.0868376 -28432.60431347 -28439.90565005 -28433.30232496 -28430.99960836 -28428.77370745 -28429.06120873 -28440.424588 -28434.84923643 -28428.89595316 -28433.60310392 -28435.28765391 -28429.29192294 -28436.25793219 -28436.09090939 -28429.13123329 -28433.24371648 -28427.80024742 -28427.86116254 -28428.92854512 -28447.36922972 -28428.93681979 -28428.19648072 -28435.22774423 -28450.34945361] manylnprob(): p[0] = [ 1.33019732e+00 2.20830511e+00 9.38350408e-01 -8.63047737e-03 7.59726266e-03 9.67121593e-05 9.10704310e-01 8.80375248e-01] main(): current acceptance fraction: 39.4943181818 MCMC took 85.560654 sec Running MCMC mcmc-default-064-015-825.pickle manylnprob(): lnp = [-28442.10477575 -28430.60039778 -28434.55080343 -28432.07721253 -28429.75066411 -28436.32790698 -28441.52523964 -28431.6327434 -28426.90073951 -28444.71220697 -28430.41330055 -28429.4339426 -28436.99114238 -28430.14813631 -28445.66325315 -28429.88817584 -28428.1949321 -28439.55778052 -28429.99646459 -28444.91225061 -28433.21499799 -28434.76690561 -28428.48389806 -28433.51172237 -28428.64388205 -28427.8355632 -28428.28405896 -28437.26297952 -28434.61030009 -28434.73248641 -28442.8995317 -28443.75603848 -28431.9817402 -28429.16866913 -28448.19926694 -28430.31803839 -28427.41457521 -28431.42641662 -28452.26005563 -28432.66476406 -28460.97965949 -28428.13028521 -28436.00953611 -28429.31085847 -28437.49992636 -28429.30702087 -28444.91527569 -28429.90497981 -28427.48605378 -28428.77004031 -28437.73008288 -28429.74566461 -28433.5668057 -28428.47762794 -28436.8742704 -28461.55995878 -28428.0380282 -28428.79377332 -28429.22312101 -28429.67810209 -28428.82609531 -28429.42514102 -28430.87418584 -28436.72179114] manylnprob(): p[0] = [ 1.32765018e+00 2.20240783e+00 9.34463888e-01 -8.57836129e-03 7.73119797e-03 1.49860948e-04 9.08158773e-01 8.82184159e-01] main(): current acceptance fraction: 39.491903753 MCMC took 85.390058 sec Running MCMC mcmc-default-064-015-826.pickle manylnprob(): lnp = [-28453.10518176 -28428.01272809 -28428.17244852 -28433.6223994 -28453.5138396 -28429.43039892 -28445.79983941 -28429.01993052 -28427.84713222 -28445.78891371 -28434.2756585 -28428.94048125 -28426.79522087 -28428.75924995 -28454.97201051 -28428.94868488 -28428.98222709 -28430.08709333 -28428.26663766 -28445.10793326 -28429.30002093 -28427.73365269 -28426.80440602 -28430.68570149 -28430.50768577 -28433.70341811 -28427.84556984 -28433.28563507 -28434.25038031 -28429.02040689 -28434.96345606 -28463.44797797 -28445.19696467 -28449.99613221 -28432.83800544 -28428.80850355 -28431.59211602 -28432.88440678 -28429.90968043 -28439.11274899 -28438.31623695 -28429.4115499 -28443.65215864 -28429.00087591 -28435.91546416 -28428.86366201 -28442.65328821 -28428.54545794 -28430.78586292 -28431.0060194 -28443.50830947 -28428.32546127 -28437.2010646 -28428.75219577 -28429.68737867 -28448.63230702 -28428.0840294 -28428.96652574 -28429.43998233 -28428.37680226 -28432.45096248 -28434.66619304 -28429.10867288 -28442.20158269] manylnprob(): p[0] = [ 1.32352074e+00 2.19482343e+00 9.29483496e-01 -8.61541062e-03 7.78002582e-03 1.76370420e-04 9.13149210e-01 8.96271729e-01] main(): current acceptance fraction: 39.4838270859 MCMC took 85.692224 sec Running MCMC mcmc-default-064-015-827.pickle manylnprob(): lnp = [-28435.38118967 -28433.92471413 -28427.98935637 -28431.51094911 -28429.41078319 -28427.81284622 -28433.68486054 -28440.59758301 -28427.1785799 -28433.05395862 -28439.43416195 -28429.5239442 -28440.7764111 -28428.7714098 -28429.52288555 -28427.32403052 -28429.02964894 -28440.77803155 -28452.7524279 -28449.75664035 -28428.43983895 -28447.06558391 -28428.26043271 -28433.27446774 -28445.55770399 -28444.78756801 -28428.25634628 -28441.64149611 -28428.51936197 -28430.13666722 -28433.69088343 -28431.17120175 -28445.85146403 -28441.35493538 -28437.08275363 -28429.44969295 -28427.2548174 -28462.23215636 -28429.52413127 -28428.55966046 -28430.64024539 -28437.0325183 -28435.42429487 -28436.92947869 -28428.8768824 -28432.45306106 -28444.80683687 -28437.22360569 -28429.16219448 -28430.31553721 -28465.80326147 -28427.68258809 -28431.25271119 -28440.25668035 -28435.46066861 -28437.90694791 -28430.66527305 -28432.69040833 -28429.33792466 -28429.17708854 -28428.30363436 -28427.93538193 -28428.43917558 -28438.04133227] manylnprob(): p[0] = [ 1.32872885e+00 2.20513463e+00 9.36363675e-01 -8.61963789e-03 7.64253992e-03 1.16261944e-04 9.09679523e-01 8.85805449e-01] main(): current acceptance fraction: 39.4795440821 MCMC took 84.985652 sec Running MCMC mcmc-default-064-015-828.pickle manylnprob(): lnp = [-28448.86941432 -28433.76864707 -28428.86885824 -28428.95499275 -28428.54222721 -28429.47736513 -28432.01960104 -28471.62201733 -28427.13498771 -28435.48574938 -28428.00234585 -28430.67220535 -28427.94607716 -28457.24381502 -28440.94071273 -28427.26153739 -28429.21315002 -28432.11693736 -28429.2905027 -28451.98267597 -28432.68350651 -28429.58659686 -28435.70219963 -28440.01901169 -28428.10427413 -28438.71495969 -28429.40973416 -28430.21815208 -28428.01777945 -28429.40247042 -28435.05028335 -28449.29474482 -28429.18780843 -28428.77783412 -28441.1424406 -28435.74819688 -28427.32841664 -28428.2198869 -28429.78856462 -28428.03437715 -28473.76225991 -28429.43017938 -28434.13662326 -28428.3364034 -28432.90028636 -28439.6526954 -28429.84606327 -28436.27750171 -28439.24677623 -28428.69830861 -28431.77991719 -28428.62042475 -28438.54068063 -28427.29323488 -28440.58775855 -28458.78680631 -28456.54823469 -28439.12282878 -28430.8522214 -28441.08030602 -28428.3686497 -28428.72614789 -28431.45582838 -28427.92055931] manylnprob(): p[0] = [ 1.32813559e+00 2.20368658e+00 9.35173424e-01 -8.58690282e-03 7.71491072e-03 1.52813681e-04 9.05558818e-01 8.89952401e-01] main(): current acceptance fraction: 39.4809258142 MCMC took 85.542065 sec Running MCMC mcmc-default-064-015-829.pickle manylnprob(): lnp = [-28436.670132 -28433.13930574 -28432.38172577 -28432.86747149 -28428.37443096 -28428.47813112 -28429.13530041 -28443.67348867 -28429.82834547 -28434.87932806 -28428.11358 -28428.37218796 -28436.78093558 -28428.24629191 -28460.89733968 -28426.83441162 -28440.17029931 -28429.97271029 -28431.07445151 -28429.49561106 -28433.81411676 -28436.68940492 -28430.78508984 -28447.75733001 -28427.99920763 -28435.10505967 -28436.34953712 -28427.63077255 -28431.05757533 -28432.97788554 -28455.52228033 -28430.65701575 -28431.41315708 -28432.91234353 -28430.092371 -28431.54179662 -28427.52175294 -28430.42299139 -28428.2687565 -28428.63573504 -28432.50329406 -28434.36043889 -28435.24425848 -28427.88575433 -28451.76234678 -28430.19250469 -28446.63428703 -28428.06543129 -28451.11946375 -28431.92379711 -28431.65711002 -28428.1954917 -28432.95120521 -28428.69618929 -28439.78669027 -28458.31296869 -28444.73516766 -28434.22293731 -28437.70227084 -28440.35062331 -28430.75562353 -28428.92444633 -28432.00698831 -28439.61475275] manylnprob(): p[0] = [ 1.33116133e+00 2.21020242e+00 9.39453413e-01 -8.60363177e-03 7.64340601e-03 1.21837078e-04 9.12099581e-01 8.93717835e-01] main(): current acceptance fraction: 39.4804216867 MCMC took 86.488489 sec Plotting trajectory traj-default-064-015-830.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-830.png Running MCMC mcmc-default-064-015-830.pickle manylnprob(): lnp = [-28453.48998554 -28429.91814608 -28428.82753466 -28430.93963677 -28429.2729488 -28432.12456815 -28457.09677838 -28461.42050256 -28452.59552949 -28431.26080034 -28430.99483538 -28429.52854997 -28438.8097413 -28428.72583461 -28428.97428918 -28428.37467164 -28431.3490229 -28430.9451477 -28429.72024863 -28430.627845 -28442.20510953 -28442.42083938 -28440.50696787 -28432.82645919 -28431.96681909 -28428.22716711 -28431.27733546 -28436.03640298 -28451.00680514 -28439.65821629 -28457.08620414 -28433.05689013 -28432.54212907 -28428.30003888 -28430.35599531 -28438.59172476 -28427.32360572 -28437.66646939 -28429.42710911 -28434.11183851 -28428.4942746 -28429.04310812 -28433.85077698 -28428.01271817 -28430.90767229 -28432.370076 -28449.30744132 -28433.10037646 -28446.15454759 -28428.80619126 -28431.61372671 -28431.03464539 -28428.96448295 -28428.28353625 -28429.4075153 -28430.57339247 -28429.28518912 -28434.65824986 -28428.06213918 -28430.54374744 -28429.21481381 -28435.31126248 -28432.99823231 -28447.19827499] manylnprob(): p[0] = [ 1.32846714e+00 2.20447019e+00 9.35443161e-01 -8.59177292e-03 7.72355994e-03 1.57543309e-04 9.07509713e-01 8.87975179e-01] main(): current acceptance fraction: 39.4817990373 MCMC took 85.234148 sec Running MCMC mcmc-default-064-015-831.pickle manylnprob(): lnp = [-28435.16236273 -28430.0978573 -28434.51114428 -28434.32133993 -28431.66117609 -28428.46233749 -28430.99392438 -28444.82674583 -28428.61356976 -28440.08722972 -28432.5936917 -28437.4102184 -28435.58527837 -28428.08655948 -28441.15733237 -28429.7165373 -28441.02115131 -28431.893523 -28428.34424927 -28432.6331395 -28435.22007636 -28465.94753686 -28432.9574127 -28439.26883484 -28431.6596615 -28433.00868383 -28445.32990232 -28429.9876972 -28428.54465844 -28429.7414558 -28436.11431628 -28440.95487927 -28445.08990575 -28427.85227852 -28428.01080169 -28428.4886689 -28432.19829746 -28434.60605892 -28430.07084688 -28432.08125595 -28433.94559598 -28454.2335051 -28438.10222529 -28429.05426747 -28446.05158812 -28433.098905 -28443.97406916 -28442.2479517 -28439.67714016 -28433.06536194 -28435.83423475 -28428.04156647 -28432.87907233 -28428.01067035 -28439.76948414 -28431.43750102 -28435.75762027 -28437.86016227 -28428.36633422 -28441.56177848 -28431.59130199 -28430.08434717 -28459.23596377 -28466.82823695] manylnprob(): p[0] = [ 1.32884189e+00 2.20531868e+00 9.36458219e-01 -8.60664392e-03 7.65869185e-03 1.23145091e-04 9.10058322e-01 8.82022471e-01] main(): current acceptance fraction: 39.4681490385 MCMC took 85.683976 sec Running MCMC mcmc-default-064-015-832.pickle manylnprob(): lnp = [-28468.97373062 -28435.23068652 -28432.72118923 -28429.23216546 -28432.09265116 -28427.75058253 -28431.80048059 -28430.50675872 -28429.11693577 -28438.94577728 -28434.51363779 -28428.65785154 -28428.79621422 -28428.14665442 -28437.31972891 -28427.84500563 -28427.96933991 -28430.57722263 -28429.60910541 -28437.28700633 -28434.95882474 -28428.94690917 -28430.78801234 -28434.42706996 -28429.2086536 -28437.6105836 -28430.79573835 -28453.81772669 -28431.27573633 -28436.90843927 -28428.79282057 -28429.05883047 -28428.42051233 -28442.44944667 -28429.51989604 -28427.68124264 -28432.58210335 -28430.24511934 -28429.6525311 -28439.17466375 -28450.10341154 -28429.45073913 -28442.70904002 -28430.03854377 -28434.7394044 -28429.8190298 -28431.17994736 -28429.47209454 -28429.23346306 -28433.10724516 -28429.87855115 -28430.49717512 -28428.25584731 -28428.55335972 -28439.73716968 -28430.12803612 -28429.87294166 -28441.84135703 -28428.34709866 -28430.13019554 -28428.16339445 -28429.24937293 -28464.12392992 -28456.41834412] manylnprob(): p[0] = [ 1.32082904e+00 2.18775621e+00 9.25321635e-01 -8.54671857e-03 7.91607694e-03 2.37329494e-04 9.04475099e-01 9.11438237e-01] main(): current acceptance fraction: 39.4714135654 MCMC took 85.133511 sec Running MCMC mcmc-default-064-015-833.pickle manylnprob(): lnp = [-28453.33184314 -28442.0556989 -28437.58052802 -28447.1573788 -28475.18403311 -28427.66298452 -28428.86885843 -28444.66473974 -28428.58247139 -28435.03169706 -28430.08532958 -28432.77255283 -28439.6563575 -28431.424555 -28429.29304428 -28445.66293287 -28427.97785847 -28433.8898083 -28432.56663277 -28429.52891448 -28433.40844514 -28428.85584764 -28430.44646056 -28444.39383824 -28437.5653417 -28433.12791171 -28432.31744446 -28449.51762505 -28431.53969721 -28444.56025986 -28428.942076 -28428.72039339 -28432.1129292 -28445.60132615 -28427.94966519 -28427.84242055 -28428.1719927 -28441.06622299 -28458.70715184 -28434.08273492 -28431.3610032 -28429.10240004 -28436.63278094 -28428.42904166 -28455.67851857 -28435.25954946 -28431.20531979 -28427.39051008 -28429.4738522 -28443.51358616 -28429.14459494 -28428.87689634 -28428.05586207 -28447.54162788 -28448.68957653 -28434.51572993 -28440.47461883 -28459.93754788 -28436.07117532 -28429.62254719 -28428.73982001 -28429.16684013 -28439.45018508 -28430.61987112] manylnprob(): p[0] = [ 1.32552545e+00 2.19824581e+00 9.31922383e-01 -8.58346375e-03 7.76379848e-03 1.65651295e-04 9.08266557e-01 9.02949099e-01] main(): current acceptance fraction: 39.4559352518 MCMC took 85.091802 sec Running MCMC mcmc-default-064-015-834.pickle manylnprob(): lnp = [-28456.88275098 -28434.07836227 -28445.67578611 -28430.90410936 -28445.34749575 -28428.76260723 -28427.3680871 -28442.94333478 -28440.47394613 -28429.97203357 -28430.89895181 -28430.60360643 -28428.27929894 -28431.32925817 -28429.45794033 -28443.41425733 -28434.55581826 -28433.02778612 -28458.23815441 -28431.75055849 -28435.84833425 -28429.73551151 -28428.76933484 -28449.76301642 -28439.73787054 -28427.56284245 -28439.20707894 -28438.43422453 -28439.48040739 -28431.08617408 -28449.93215318 -28427.69031794 -28453.46573519 -28442.0855002 -28433.92104966 -28427.48543696 -28427.5815344 -28431.79188547 -28429.92337698 -28428.07926036 -28429.74334337 -28429.38379076 -28439.67412443 -28438.79040797 -28435.28486574 -28442.34716541 -28443.11377056 -28427.95664642 -28428.32958762 -28429.73337579 -28427.4302292 -28430.39685523 -28428.02627128 -28430.4622651 -28453.09403973 -28433.05185254 -28429.71592117 -28435.13305186 -28434.9889562 -28429.3384589 -28428.17603788 -28431.07305028 -28442.83098803 -28429.05970397] manylnprob(): p[0] = [ 1.32506606e+00 2.19640453e+00 9.30279760e-01 -8.49963273e-03 7.89301586e-03 2.33909471e-04 9.01071722e-01 8.94982876e-01] main(): current acceptance fraction: 39.4535928144 MCMC took 85.005278 sec Running MCMC mcmc-default-064-015-835.pickle manylnprob(): lnp = [-28461.16380715 -28438.59201899 -28435.29642749 -28446.67961807 -28428.45987081 -28434.17083391 -28431.68975182 -28434.14162277 -28443.545702 -28446.03826889 -28429.58729459 -28429.14326644 -28427.86418492 -28431.26639812 -28446.9660091 -28433.02687147 -28428.07613948 -28444.52439838 -28434.89877103 -28429.95660471 -28436.20828216 -28429.88715957 -28427.44610266 -28454.18287134 -28428.88088941 -28428.51289314 -28434.67495564 -28428.92762033 -28429.47744309 -28446.29043494 -28431.58455397 -28427.91929514 -28429.70761095 -28443.88522002 -28437.46322739 -28429.08730629 -28431.16674626 -28432.43569276 -28430.29550256 -28450.89837023 -28432.95496663 -28441.37351719 -28435.6330675 -28440.30389771 -28448.81343677 -28457.98665358 -28443.41665915 -28433.33633454 -28431.44184295 -28429.75883154 -28429.09441177 -28435.31051934 -28427.90394869 -28453.63059667 -28429.7049994 -28428.67823101 -28428.28404119 -28445.38290678 -28430.0626043 -28429.47535755 -28449.97916513 -28430.46055918 -28430.86413584 -28440.46444392] manylnprob(): p[0] = [ 1.32530058e+00 2.19724921e+00 9.31179955e-01 -8.49949815e-03 7.93164890e-03 2.48072086e-04 9.12208614e-01 8.99365553e-01] main(): current acceptance fraction: 39.453125 MCMC took 85.513548 sec Running MCMC mcmc-default-064-015-836.pickle manylnprob(): lnp = [-28452.38459986 -28430.50945135 -28432.35409414 -28432.75100125 -28434.22389297 -28434.26109601 -28429.27535282 -28430.8420689 -28433.48545478 -28449.19935461 -28430.92554389 -28433.39795789 -28427.88667984 -28430.18688549 -28449.0115526 -28440.25976757 -28429.99988421 -28437.55347374 -28432.45599601 -28442.94112357 -28444.40624413 -28444.83654301 -28431.32899459 -28431.22077425 -28429.00673841 -28427.40712792 -28439.16502722 -28429.98141084 -28455.25827407 -28441.92321148 -28437.15639752 -28431.0310156 -28444.14954212 -28427.68824031 -28445.45306884 -28428.14281037 -28437.31795502 -28431.90288826 -28428.90782257 -28427.34961641 -28430.96569327 -28428.30523344 -28437.32546961 -28434.78893987 -28453.56796645 -28440.48528356 -28429.07308468 -28434.48992205 -28440.52673658 -28429.04642627 -28429.69245886 -28429.21351834 -28436.72591611 -28430.55603279 -28428.39990607 -28428.63314539 -28428.91575036 -28448.40238725 -28437.89788421 -28432.36238359 -28431.71814336 -28430.76325447 -28427.89507261 -28434.99922144] manylnprob(): p[0] = [ 1.32697273e+00 2.20085409e+00 9.33356208e-01 -8.54090586e-03 7.81445268e-03 2.05497017e-04 9.05161277e-01 8.84203930e-01] main(): current acceptance fraction: 39.447057945 MCMC took 85.632414 sec Running MCMC mcmc-default-064-015-837.pickle manylnprob(): lnp = [-28434.66307622 -28430.60055146 -28436.61078442 -28428.93105612 -28429.07949418 -28447.05964234 -28428.94710335 -28430.82390149 -28428.99991651 -28428.67236188 -28439.19701348 -28451.16498788 -28427.75325919 -28428.97045037 -28434.59376025 -28442.120039 -28429.35929505 -28438.51163976 -28430.41612159 -28428.72043402 -28447.3455827 -28429.11007831 -28432.35151938 -28429.86541812 -28429.31442211 -28428.40186766 -28439.38719509 -28428.28744363 -28432.87181851 -28456.65817987 -28428.24046406 -28435.04769961 -28435.69708415 -28427.55793894 -28431.29002711 -28429.67174518 -28428.60581472 -28438.42130763 -28428.84476415 -28428.28407802 -28430.35685748 -28429.15359707 -28434.20115559 -28428.39620057 -28462.18025783 -28439.68990785 -28428.98990551 -28427.82731814 -28440.86224216 -28430.38740638 -28432.90145986 -28444.67656268 -28434.68210176 -28459.5879099 -28429.00651204 -28428.56774615 -28437.21015687 -28429.41728911 -28431.60092775 -28435.8498688 -28429.43856794 -28430.28433794 -28437.06867494 -28430.36916219] manylnprob(): p[0] = [ 1.32929282e+00 2.20626810e+00 9.37068942e-01 -8.60608801e-03 7.65151249e-03 1.21017167e-04 9.10091424e-01 8.81080249e-01] main(): current acceptance fraction: 39.4410053699 MCMC took 85.315136 sec Running MCMC mcmc-default-064-015-838.pickle manylnprob(): lnp = [-28440.80337472 -28427.82777502 -28449.24090984 -28431.15848936 -28476.78979722 -28459.23837468 -28430.71864886 -28428.57039166 -28429.1058369 -28429.28951431 -28456.88675028 -28440.56279264 -28427.61603545 -28444.07770895 -28429.53043954 -28443.15700562 -28429.39525895 -28442.68268829 -28438.38983698 -28431.30237325 -28447.91899371 -28476.52464508 -28429.38235651 -28434.10827737 -28428.5413579 -28427.4293312 -28431.71728311 -28430.14615766 -28430.03997083 -28429.96438689 -28428.1078795 -28430.44780585 -28427.70745249 -28444.0683027 -28437.75616636 -28436.4885097 -28438.44020465 -28433.8376585 -28429.52998142 -28429.88773329 -28429.10214575 -28427.46148022 -28439.17704283 -28433.63931264 -28449.60549186 -28456.45494294 -28428.23843287 -28436.79149716 -28440.678713 -28429.10668842 -28431.05714157 -28434.42073335 -28430.11762853 -28429.36774451 -28435.48445652 -28428.44656134 -28428.85258705 -28428.26063449 -28438.67833688 -28429.28063094 -28429.00005357 -28456.70325799 -28431.60817805 -28437.65895926] manylnprob(): p[0] = [ 1.32837046e+00 2.20394765e+00 9.35452309e-01 -8.58781221e-03 7.69492214e-03 1.38240783e-04 9.10859170e-01 8.88588838e-01] main(): current acceptance fraction: 39.436829559 MCMC took 85.205717 sec Running MCMC mcmc-default-064-015-839.pickle manylnprob(): lnp = [-28452.10133089 -28437.25667124 -28430.3718946 -28442.13225709 -28429.08388929 -28441.05439531 -28434.58161028 -28440.99279285 -28437.90318062 -28439.10374302 -28441.1169658 -28429.17558877 -28439.01231498 -28428.69571333 -28429.12903676 -28442.72688529 -28456.99532019 -28431.2246995 -28450.2118245 -28430.48580662 -28441.60393724 -28427.43116842 -28428.45734252 -28431.54946434 -28429.78420451 -28427.30638326 -28429.03217772 -28450.35397564 -28430.05982596 -28430.36818511 -28443.86138485 -28428.25223499 -28427.43460408 -28453.77390437 -28440.91173851 -28436.59559947 -28428.77666106 -28431.28141282 -28434.93066706 -28428.13310083 -28427.92071823 -28427.68624336 -28436.18224608 -28433.50220072 -28432.75400033 -28438.10777872 -28429.4998766 -28430.48177954 -28453.86771458 -28443.40365308 -28432.22262821 -28432.60308722 -28437.53116783 -28429.52662932 -28428.9895606 -28428.1996448 -28429.60262683 -28429.99409917 -28427.68720486 -28432.29608882 -28427.46576573 -28431.18440971 -28427.75919591 -28428.49941249] manylnprob(): p[0] = [ 1.32404161e+00 2.19516857e+00 9.29937695e-01 -8.61019991e-03 7.73963430e-03 1.49583466e-04 9.08578662e-01 8.90159915e-01] main(): current acceptance fraction: 39.4308035714 MCMC took 86.183112 sec Plotting trajectory traj-default-064-015-840.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-840.png Running MCMC mcmc-default-064-015-840.pickle manylnprob(): lnp = [-28456.69164769 -28428.63074575 -28428.5536392 -28440.19654384 -28427.3005424 -28434.5307842 -28431.01954297 -28429.16440405 -28441.87414428 -28443.50937825 -28429.6252683 -28432.56526213 -28428.492557 -28436.90459272 -28428.37808176 -28441.99563073 -28429.48916232 -28433.26552845 -28447.40019049 -28429.93390031 -28441.40271975 -28435.90555388 -28449.11798899 -28450.81066706 -28441.460634 -28435.74662064 -28429.27513875 -28429.86883426 -28444.35493564 -28449.05232494 -28428.36391865 -28428.78173512 -28427.34824684 -28427.36943564 -28443.89162816 -28429.08882745 -28432.3651391 -28429.81588817 -28430.58751001 -28434.08060516 -28434.66381178 -28426.74808095 -28436.94805481 -28427.60826311 -28464.28195658 -28430.53863877 -28432.60037383 -28428.56515731 -28447.70425304 -28439.98011955 -28431.27283415 -28449.48542854 -28436.23398551 -28429.8020073 -28429.3592692 -28427.97342258 -28438.25365927 -28429.28223907 -28440.4169142 -28437.74760642 -28429.14156838 -28432.06480627 -28434.64465452 -28429.85582481] manylnprob(): p[0] = [ 1.31987796e+00 2.18631861e+00 9.23844521e-01 -8.58490629e-03 7.85131441e-03 2.13178997e-04 9.02457631e-01 8.96423111e-01] main(): current acceptance fraction: 39.4266498216 MCMC took 85.312917 sec Running MCMC mcmc-default-064-015-841.pickle manylnprob(): lnp = [-28433.80090957 -28445.00738527 -28428.68921386 -28430.51931943 -28441.21089355 -28434.13492047 -28449.94842759 -28428.93466206 -28446.17967061 -28428.98327433 -28441.30546274 -28464.94523589 -28427.8778609 -28434.0710147 -28429.25762376 -28451.11187788 -28428.11046819 -28431.22216446 -28429.14363364 -28450.93218273 -28433.73212644 -28428.73700888 -28428.83872862 -28444.06624742 -28456.27120713 -28429.45256424 -28435.65628285 -28435.46014971 -28430.1612766 -28442.84226775 -28429.14965253 -28430.01457951 -28427.28904349 -28427.2467001 -28437.81721732 -28428.61346874 -28427.82237603 -28430.89333551 -28432.80527927 -28428.55332231 -28430.45637277 -28427.65941349 -28438.33461398 -28429.89160277 -28430.66917193 -28430.40929988 -28443.1874652 -28430.78575549 -28449.06602769 -28429.56780736 -28446.28608398 -28463.97341542 -28428.54264246 -28445.51009838 -28443.95500276 -28429.21037868 -28438.70015483 -28434.71448162 -28429.14102741 -28439.16936126 -28429.03338651 -28471.98264225 -28432.02663437 -28450.42918708] manylnprob(): p[0] = [ 1.32986651e+00 2.20772226e+00 9.37973497e-01 -8.61516225e-03 7.61574062e-03 1.03873825e-04 9.10288612e-01 8.78922314e-01] main(): current acceptance fraction: 39.424361639 MCMC took 84.732025 sec Running MCMC mcmc-default-064-015-842.pickle manylnprob(): lnp = [-28448.06243395 -28428.39553776 -28428.4710033 -28437.82570293 -28428.59698912 -28445.88445018 -28428.01615951 -28433.88223587 -28430.62268828 -28429.4808846 -28428.6455002 -28428.85649572 -28436.12308597 -28435.63700374 -28429.23650176 -28447.38360139 -28426.80064043 -28431.34719627 -28428.16782187 -28429.34362805 -28430.2266002 -28428.80137091 -28428.25465442 -28432.03042602 -28430.42791888 -28430.42532263 -28428.80877768 -28442.33761621 -28430.08574505 -28437.22953252 -28447.64206947 -28429.97396608 -28427.60040891 -28440.7394259 -28458.77049425 -28429.88209202 -28428.13377137 -28432.98791357 -28464.00229031 -28454.55229423 -28437.16145708 -28428.56706426 -28436.77369811 -28437.82283365 -28434.2002378 -28432.36492382 -28442.52513958 -28429.02657831 -28441.60382964 -28431.00267953 -28431.20602224 -28430.67206221 -28431.61522034 -28428.96871474 -28431.94168047 -28427.99658055 -28427.44567413 -28436.32176114 -28428.90590179 -28448.32024064 -28439.05376065 -28428.92780129 -28428.56832808 -28429.09962167] manylnprob(): p[0] = [ 1.32450097e+00 2.19634266e+00 9.30610644e-01 -8.60042539e-03 7.71850825e-03 1.27277614e-04 9.13469868e-01 9.21352630e-01] main(): current acceptance fraction: 39.431346382 MCMC took 86.027188 sec Running MCMC mcmc-default-064-015-843.pickle manylnprob(): lnp = [-28460.28839743 -28434.71747118 -28430.28177626 -28428.8064368 -28427.68284201 -28438.97219528 -28446.81223094 -28427.05637848 -28430.13954637 -28433.88033737 -28435.3695902 -28439.2323737 -28428.45629595 -28431.40539526 -28435.64749186 -28449.80705902 -28428.36587599 -28430.94150764 -28428.4415876 -28438.40303857 -28433.24487065 -28428.7969611 -28429.49273606 -28430.28118398 -28432.19811136 -28443.12428991 -28429.63665482 -28433.47996371 -28430.14435851 -28444.03607104 -28454.35965932 -28429.74904238 -28427.42086929 -28427.36994381 -28431.14455037 -28438.60568091 -28428.12916103 -28447.35476926 -28429.31894004 -28431.76838829 -28443.22167196 -28427.41700522 -28445.45848059 -28436.50007367 -28431.36200319 -28437.35617004 -28429.41129725 -28433.82116167 -28447.73409503 -28433.54061935 -28430.98746843 -28430.77058863 -28428.31975627 -28431.71704369 -28434.20067384 -28428.87688119 -28428.68345105 -28429.056287 -28450.06785785 -28433.32298237 -28452.16318518 -28428.38369378 -28431.35741272 -28431.53407777] manylnprob(): p[0] = [ 1.32202611e+00 2.19067723e+00 9.26673530e-01 -8.52861227e-03 7.86324876e-03 2.07202324e-04 8.94922024e-01 9.07872403e-01] main(): current acceptance fraction: 39.4272067536 MCMC took 85.117037 sec Running MCMC mcmc-default-064-015-844.pickle manylnprob(): lnp = [-28432.04875107 -28442.89040245 -28429.21072648 -28428.2568777 -28427.89075778 -28443.75537361 -28428.5316762 -28439.02971534 -28431.07495623 -28428.76018107 -28430.32624708 -28427.93326176 -28441.38476791 -28433.83302442 -28429.92550036 -28449.59485974 -28439.44918262 -28432.6921742 -28430.55870947 -28429.44897124 -28431.34564679 -28429.2852044 -28430.64244887 -28430.67379922 -28429.92570231 -28428.66984697 -28436.86701228 -28429.7729795 -28429.97299944 -28429.34836513 -28446.77444848 -28428.87835698 -28427.42748577 -28427.6682425 -28435.86529023 -28436.63779831 -28429.33823821 -28438.81000531 -28428.27360044 -28433.11894131 -28430.49799055 -28440.47534111 -28440.68980191 -28430.55716306 -28442.39518563 -28438.62476766 -28430.8206308 -28429.64643448 -28429.94478151 -28449.11869473 -28431.06374884 -28429.02562264 -28428.06071603 -28429.243098 -28428.46748849 -28443.27858751 -28428.41909528 -28428.74535439 -28430.37894286 -28431.31349167 -28429.06364674 -28428.8679864 -28432.39582191 -28447.77790111] manylnprob(): p[0] = [ 1.33032478e+00 2.20879185e+00 9.38720029e-01 -8.62792958e-03 7.58842933e-03 9.12111366e-05 9.11406456e-01 8.77738164e-01] main(): current acceptance fraction: 39.4323224852 MCMC took 85.566063 sec Running MCMC mcmc-default-064-015-845.pickle manylnprob(): lnp = [-28450.54697835 -28433.36301454 -28433.40940582 -28428.21170176 -28429.81863924 -28445.75369019 -28431.72451757 -28427.93956763 -28435.00247276 -28428.08562754 -28428.72823056 -28434.30369975 -28432.63506441 -28448.60722522 -28428.39111427 -28442.87905658 -28427.43967832 -28429.30367442 -28428.52166252 -28429.23844177 -28428.61651841 -28428.34193138 -28434.34501495 -28443.43961959 -28446.94819975 -28434.85891532 -28431.37813721 -28428.71974139 -28430.16403185 -28428.38168206 -28450.46591139 -28427.78294137 -28428.34877713 -28428.1937421 -28430.49464662 -28428.95453516 -28428.15591361 -28434.16846359 -28432.98730511 -28437.14050145 -28451.40395251 -28428.45436629 -28442.52556032 -28428.64089057 -28430.37268715 -28433.57724821 -28442.55436114 -28428.87925995 -28440.91550108 -28433.47991311 -28432.09193102 -28451.09597984 -28428.07538455 -28456.93757212 -28428.39111344 -28428.52055303 -28436.22527984 -28429.39009144 -28429.55920459 -28429.96287322 -28429.72708196 -28429.99045558 -28438.58147218 -28439.84497018] manylnprob(): p[0] = [ 1.32485127e+00 2.19648189e+00 9.30867348e-01 -8.58855079e-03 7.72880329e-03 1.49714532e-04 9.06309886e-01 8.85497345e-01] main(): current acceptance fraction: 39.4281914894 MCMC took 84.918045 sec Running MCMC mcmc-default-064-015-846.pickle manylnprob(): lnp = [-28434.36075668 -28428.98385485 -28430.0852746 -28429.52626928 -28440.91053073 -28434.86705473 -28444.49577903 -28429.2974267 -28440.16036615 -28435.46711034 -28448.89475371 -28433.51352259 -28429.42380729 -28446.23336603 -28428.22564793 -28448.02009847 -28429.85548978 -28429.53920091 -28428.55071576 -28428.3397977 -28434.38832581 -28430.17822063 -28431.11057544 -28435.59435946 -28428.96725213 -28457.33078088 -28433.91047188 -28429.76717243 -28429.83659932 -28437.76297965 -28437.49960658 -28428.94715028 -28429.5041051 -28429.36016683 -28431.33058475 -28430.28672508 -28429.17598512 -28442.30851635 -28429.87468239 -28428.25015017 -28450.63884666 -28433.96136168 -28444.74690964 -28428.61965567 -28438.50709126 -28431.99263217 -28467.27727213 -28433.12345861 -28430.67327322 -28432.33298874 -28433.28833964 -28452.67755719 -28426.89436323 -28429.96737866 -28429.07455302 -28428.84508822 -28428.28126042 -28428.48395813 -28436.42289768 -28451.15796169 -28441.67703514 -28429.34204441 -28431.26103053 -28428.23517392] manylnprob(): p[0] = [ 1.32965298e+00 2.20723245e+00 9.37666317e-01 -8.59749333e-03 7.65459644e-03 1.22136369e-04 9.10161061e-01 8.75971898e-01] main(): current acceptance fraction: 39.4369834711 MCMC took 85.211801 sec Running MCMC mcmc-default-064-015-847.pickle manylnprob(): lnp = [-28431.61752482 -28443.29817628 -28430.1372609 -28438.1347767 -28444.02544517 -28434.16324505 -28429.02952231 -28427.35390945 -28428.93021583 -28437.32184224 -28431.06405574 -28428.77890041 -28428.53038681 -28438.79946311 -28428.57722163 -28430.21595806 -28432.25776993 -28429.5241321 -28430.06053629 -28428.63779946 -28438.81748681 -28430.23584557 -28449.20490121 -28435.63770366 -28430.97867827 -28443.08579931 -28429.07885171 -28433.66395019 -28441.29011621 -28428.80127365 -28429.14479634 -28430.48076757 -28433.30937723 -28429.28308052 -28434.16954801 -28431.6453411 -28436.61221577 -28431.6449388 -28429.45533963 -28428.81069231 -28438.50076177 -28430.31758906 -28441.28792963 -28428.19487796 -28431.99159901 -28436.75289171 -28430.3084644 -28433.74000248 -28429.93140414 -28431.66096813 -28429.1493923 -28428.86914839 -28429.70271429 -28428.8713259 -28428.32145412 -28429.86548786 -28429.67398975 -28432.78758756 -28431.08530549 -28430.48395929 -28428.03054461 -28440.07064681 -28432.97417158 -28428.85729339] manylnprob(): p[0] = [ 1.33158385e+00 2.21116321e+00 9.40250422e-01 -8.62481077e-03 7.55820999e-03 8.01966605e-05 9.12883906e-01 8.72710495e-01] main(): current acceptance fraction: 39.4439121462 MCMC took 85.698262 sec Running MCMC mcmc-default-064-015-848.pickle manylnprob(): lnp = [-28431.89223867 -28428.29414683 -28429.4661849 -28427.59280022 -28429.0638892 -28455.89622315 -28429.05397075 -28442.63391138 -28428.84710839 -28431.45823507 -28429.7992015 -28432.52537658 -28427.64991081 -28433.05913903 -28429.42863108 -28429.71912225 -28430.81356116 -28428.7780147 -28443.85978307 -28437.74982817 -28439.94161196 -28444.94369701 -28430.15192236 -28434.61280109 -28430.9698473 -28430.43444207 -28431.61854724 -28428.7794463 -28430.67594689 -28429.39310109 -28427.84699384 -28429.51626432 -28445.91228913 -28437.53174165 -28438.89845495 -28431.99150796 -28430.16924429 -28433.32272633 -28442.01413544 -28427.4788081 -28427.60187427 -28430.43422188 -28441.19639443 -28429.37753628 -28443.3943518 -28430.42407423 -28431.93133122 -28427.78929106 -28439.91123897 -28430.04453289 -28430.78657444 -28446.08204356 -28431.35873174 -28429.26804443 -28440.52787451 -28434.13567782 -28427.5930365 -28431.61520824 -28429.48458 -28443.80437914 -28451.44073373 -28429.04255825 -28430.80354851 -28430.08338802] manylnprob(): p[0] = [ 1.33127266e+00 2.21038853e+00 9.39715812e-01 -8.61907563e-03 7.56988694e-03 8.43094312e-05 9.13138144e-01 8.73553422e-01] main(): current acceptance fraction: 39.4489840989 MCMC took 85.729123 sec Running MCMC mcmc-default-064-015-849.pickle manylnprob(): lnp = [-28431.86303197 -28427.84183639 -28428.48109782 -28431.00783795 -28432.18421475 -28433.8791296 -28431.70934519 -28438.74675275 -28433.33540354 -28430.046428 -28444.78996713 -28427.94862684 -28427.63656791 -28433.65974376 -28444.40362408 -28439.2049314 -28444.70216793 -28430.74015284 -28431.39986904 -28429.43825208 -28430.98274359 -28431.52498818 -28429.45341803 -28460.63167776 -28428.28489921 -28431.10970998 -28432.68913931 -28428.92434869 -28429.87256048 -28427.77221281 -28430.77324017 -28435.83621232 -28440.13932577 -28443.38244387 -28440.25742044 -28435.27205557 -28430.15320285 -28434.43888265 -28449.04414311 -28433.91056026 -28440.79805245 -28428.81926068 -28433.55958166 -28435.51384355 -28429.99108647 -28432.97937779 -28428.06975642 -28430.17452125 -28439.53463458 -28430.76956049 -28427.82167123 -28450.45266388 -28431.3352794 -28459.14140354 -28428.73585299 -28432.83542122 -28432.15233817 -28449.19071199 -28427.92233685 -28438.75810301 -28428.04271678 -28429.11991019 -28443.73789897 -28429.64115743] manylnprob(): p[0] = [ 1.33123748e+00 2.21033960e+00 9.39698756e-01 -8.62153461e-03 7.56561106e-03 8.19649746e-05 9.13199123e-01 8.73338109e-01] main(): current acceptance fraction: 39.4448529412 MCMC took 85.576421 sec Plotting trajectory traj-default-064-015-850.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-850.png Running MCMC mcmc-default-064-015-850.pickle manylnprob(): lnp = [-28433.39749128 -28428.43725318 -28428.76353571 -28428.73987706 -28429.13817894 -28442.11551431 -28450.61645471 -28427.86975059 -28455.85477769 -28443.54892471 -28429.35584362 -28428.26428038 -28431.9871783 -28458.67017377 -28429.25515441 -28438.72254765 -28428.41628621 -28433.70030903 -28431.37597101 -28430.17607329 -28433.65081964 -28429.06897212 -28429.95007455 -28436.41771045 -28434.45312512 -28454.91851554 -28429.13578379 -28427.34177402 -28429.87123818 -28427.67174632 -28427.38231854 -28435.97740128 -28429.92586942 -28428.27882763 -28430.59283231 -28437.12894988 -28429.4655938 -28434.81555726 -28430.57019239 -28429.15110232 -28439.49117551 -28443.40149365 -28433.09368721 -28437.90835927 -28428.82640359 -28428.19610211 -28428.32229358 -28447.46440868 -28439.17541863 -28430.28205275 -28430.03237557 -28454.55030011 -28431.3289245 -28435.79163041 -28430.5292288 -28429.49420914 -28429.73177118 -28429.32183311 -28427.83446718 -28429.6719473 -28445.22959554 -28432.04271926 -28432.65067028 -28429.68568202] manylnprob(): p[0] = [ 1.33000886e+00 2.20764950e+00 9.37951255e-01 -8.60851846e-03 7.60090991e-03 9.70732130e-05 9.12913763e-01 8.72391378e-01] main(): current acceptance fraction: 39.4425675676 MCMC took 85.545364 sec Running MCMC mcmc-default-064-015-851.pickle manylnprob(): lnp = [-28433.56267674 -28438.71093765 -28429.06207649 -28434.64804157 -28441.38923323 -28445.62635593 -28431.32428619 -28431.19851182 -28429.13648691 -28430.12018891 -28438.76701786 -28428.76733677 -28485.90695671 -28442.27678849 -28427.87821223 -28428.81217354 -28428.61614798 -28446.34079361 -28435.43161973 -28434.06748488 -28460.40251339 -28432.2121021 -28432.84903149 -28437.74135347 -28430.66684935 -28447.4587073 -28428.91883244 -28427.36200981 -28441.81576018 -28429.55334166 -28430.97796265 -28428.19510916 -28442.78163779 -28427.6252575 -28429.84178697 -28431.67742904 -28429.12897054 -28443.19140999 -28427.95536332 -28428.16365906 -28429.26012938 -28452.16753654 -28435.13003971 -28428.60411889 -28428.08227025 -28431.72468051 -28440.02875321 -28446.05783583 -28431.63678322 -28433.08465846 -28435.09122235 -28435.67006855 -28434.74356817 -28431.72401228 -28450.34492919 -28429.24738436 -28432.34343032 -28439.10131093 -28431.69097288 -28434.08536548 -28440.9478825 -28444.96550134 -28434.04924564 -28438.12957015] manylnprob(): p[0] = [ 1.33006352e+00 2.20768039e+00 9.38010069e-01 -8.59001130e-03 7.63874734e-03 1.15375029e-04 9.13294064e-01 8.75667791e-01] main(): current acceptance fraction: 39.4311179577 MCMC took 85.026811 sec Running MCMC mcmc-default-064-015-852.pickle manylnprob(): lnp = [-28430.11786892 -28429.28183525 -28429.48002624 -28428.34528972 -28429.81854589 -28442.78031789 -28429.23010881 -28434.9571649 -28452.17157964 -28431.93083865 -28437.06223735 -28428.93834438 -28431.21628249 -28459.89039653 -28427.43945185 -28427.67754543 -28434.52769048 -28428.81972242 -28442.76586714 -28458.76319999 -28429.77364742 -28429.31635792 -28442.89406781 -28434.45299371 -28436.45799173 -28447.94667431 -28432.43354549 -28426.99024987 -28438.74552922 -28429.01827681 -28428.14005692 -28430.66416848 -28432.82536996 -28428.03833084 -28434.10498813 -28455.22111434 -28439.43135837 -28457.9304443 -28429.36038655 -28431.82649799 -28432.37034867 -28428.48616087 -28442.96518463 -28436.21138314 -28429.75312542 -28448.83373039 -28443.5152154 -28429.0743759 -28429.28051823 -28431.0917025 -28433.78614431 -28430.70770795 -28435.23330507 -28438.2132694 -28427.93503425 -28433.08450954 -28446.37952466 -28433.81298729 -28432.56798793 -28428.57441366 -28432.65720747 -28445.70825159 -28436.11704258 -28432.92111227] manylnprob(): p[0] = [ 1.33400842e+00 2.21666106e+00 9.43715968e-01 -8.61731503e-03 7.52478750e-03 6.17791360e-05 9.17662710e-01 8.71235127e-01] main(): current acceptance fraction: 39.4343493552 MCMC took 85.019677 sec Running MCMC mcmc-default-064-015-853.pickle manylnprob(): lnp = [-28428.46995695 -28428.41310858 -28428.89352306 -28428.22043853 -28469.34870899 -28431.98896142 -28430.46289161 -28438.02920747 -28430.32461923 -28432.64272596 -28431.68483272 -28428.23490705 -28459.1348881 -28450.75943194 -28427.79439173 -28427.4337574 -28427.93987254 -28429.14224537 -28450.73418678 -28431.11195799 -28429.54929212 -28445.37933606 -28428.82186122 -28448.03463872 -28434.88501753 -28435.47431472 -28429.04169263 -28427.51823049 -28457.82518033 -28436.79609112 -28435.78569819 -28429.10981859 -28434.23337033 -28428.35852732 -28432.28479122 -28476.87112764 -28433.26127197 -28462.57137387 -28427.79558173 -28428.01603913 -28430.14319236 -28429.28918271 -28435.73853232 -28428.61955126 -28447.95110018 -28439.38890668 -28439.62496583 -28428.27441085 -28428.2650481 -28436.21444578 -28431.36566965 -28433.41635519 -28457.81408324 -28429.88375471 -28428.75582547 -28428.33863873 -28430.12314043 -28434.85896418 -28441.49844389 -28457.16107478 -28468.19146664 -28429.45686593 -28433.76473564 -28429.02722209] manylnprob(): p[0] = [ 1.33830450e+00 2.22544198e+00 9.49671293e-01 -8.62201323e-03 7.43554780e-03 2.68225737e-05 9.16522941e-01 8.69406247e-01] main(): current acceptance fraction: 39.4302546838 MCMC took 86.001081 sec Running MCMC mcmc-default-064-015-854.pickle manylnprob(): lnp = [-28435.79925225 -28428.26322704 -28439.54614477 -28427.71398014 -28466.69309721 -28454.48701539 -28431.43546759 -28427.85848929 -28446.95771374 -28443.45901881 -28429.99346121 -28428.24503391 -28431.56257557 -28431.91976328 -28439.4250298 -28427.93037346 -28446.56870264 -28429.40086156 -28441.93146304 -28445.57365099 -28430.20070534 -28455.43841087 -28431.26621055 -28435.05543971 -28438.04807894 -28452.18143061 -28435.95191321 -28427.77981582 -28429.25894035 -28427.12471436 -28430.8823314 -28431.8003078 -28441.40694657 -28437.26029809 -28429.66757484 -28462.56345693 -28428.26941283 -28439.55456088 -28432.39189968 -28427.86865191 -28429.57560256 -28446.24864688 -28437.64095554 -28450.40984663 -28447.82583443 -28455.48008978 -28428.12681892 -28427.94920403 -28428.96404305 -28428.77586187 -28429.40177458 -28445.84037011 -28437.57532337 -28429.28763341 -28428.09118938 -28429.52722534 -28429.3510697 -28446.83624188 -28441.6690275 -28429.67815311 -28435.20292492 -28445.13318609 -28436.18982155 -28428.7391829 ] manylnprob(): p[0] = [ 1.33522210e+00 2.21850705e+00 9.44656522e-01 -8.57324373e-03 7.56460402e-03 8.10845265e-05 9.24280175e-01 8.74852872e-01] main(): current acceptance fraction: 39.4261695906 MCMC took 85.333131 sec Running MCMC mcmc-default-064-015-855.pickle manylnprob(): lnp = [-28429.62776695 -28434.24711746 -28428.22974272 -28428.29915907 -28440.09825976 -28460.28815489 -28455.37404716 -28428.05560558 -28440.01892768 -28433.45660054 -28429.90254395 -28461.63656489 -28446.11082124 -28431.23015724 -28428.66297832 -28427.52065869 -28431.42875677 -28429.68222262 -28435.26673485 -28428.33399827 -28439.42895288 -28427.8847864 -28431.28557114 -28446.10670378 -28451.10020683 -28432.97896232 -28429.37305701 -28436.55685733 -28428.73331791 -28435.31331795 -28432.2777348 -28432.21287619 -28434.31231304 -28428.59696549 -28429.9915464 -28438.5340583 -28428.80625496 -28431.92488859 -28429.76925055 -28428.1353004 -28429.34523192 -28444.37644076 -28438.18375884 -28430.75573915 -28429.98823047 -28438.71351336 -28443.50416278 -28429.69229412 -28428.95647278 -28434.98602843 -28432.17016571 -28432.34015575 -28433.94970284 -28434.89409778 -28429.35443544 -28429.31798263 -28439.79264869 -28432.01556787 -28432.41755012 -28437.86652262 -28454.79101292 -28435.81622124 -28433.30739634 -28445.06305765] manylnprob(): p[0] = [ 1.33364498e+00 2.21608893e+00 9.43354907e-01 -8.63814172e-03 7.49059872e-03 4.41578079e-05 9.18666479e-01 8.70040417e-01] main(): current acceptance fraction: 39.4385221963 MCMC took 84.614554 sec Running MCMC mcmc-default-064-015-856.pickle manylnprob(): lnp = [-28434.6958793 -28432.58509333 -28430.24917554 -28427.80902391 -28440.86795166 -28489.68378176 -28444.46679799 -28427.54785415 -28438.56959443 -28428.71418544 -28428.8177354 -28435.53334799 -28455.39173531 -28437.5535059 -28429.97614558 -28427.77944304 -28447.46275918 -28442.31231445 -28432.71525194 -28445.76267962 -28436.91690285 -28429.30845844 -28459.3965289 -28442.99264995 -28429.74118414 -28432.31747961 -28429.5700483 -28427.64420255 -28429.93182083 -28428.96663739 -28433.64733909 -28453.1713349 -28443.92406648 -28428.3906061 -28429.00311464 -28435.76730791 -28429.87153105 -28437.70778525 -28430.89765275 -28453.81032159 -28429.58413622 -28432.25006092 -28461.25128447 -28453.17597606 -28429.66231137 -28432.64045774 -28429.57191842 -28433.57603793 -28428.96340433 -28443.68723458 -28462.2445187 -28430.85506342 -28440.43702468 -28429.77953422 -28429.68987985 -28439.70362434 -28429.49667417 -28440.53527248 -28447.49832313 -28430.48307111 -28465.62816691 -28432.14363699 -28436.25936271 -28430.56493007] manylnprob(): p[0] = [ 1.32695644e+00 2.20258347e+00 9.34196083e-01 -8.71823283e-03 7.46334177e-03 -2.25115878e-06 9.17067601e-01 8.87249464e-01] main(): current acceptance fraction: 39.4399066511 MCMC took 85.20856 sec Running MCMC mcmc-default-064-015-857.pickle manylnprob(): lnp = [-28431.40471989 -28432.1031275 -28428.98161893 -28428.66629336 -28443.2962988 -28443.87384182 -28458.80483758 -28428.01885154 -28433.86138415 -28431.86362858 -28427.2741342 -28440.94007425 -28433.15094504 -28431.75850345 -28429.30084859 -28428.06050991 -28431.43054913 -28429.14778366 -28447.6362182 -28430.40510178 -28428.21074578 -28427.89791699 -28435.95438768 -28440.39700554 -28429.77222011 -28464.68621509 -28451.01033272 -28427.10644015 -28437.69334319 -28430.06131219 -28434.18812458 -28430.51785892 -28441.00733186 -28438.25511459 -28437.32333014 -28431.41050068 -28428.63677999 -28430.88899469 -28444.36581695 -28428.58984136 -28429.5310033 -28427.81366643 -28438.92483686 -28431.8106548 -28447.61173066 -28430.86002663 -28444.97396214 -28439.71486143 -28441.40726533 -28451.71348013 -28435.21746596 -28430.32238585 -28437.53582471 -28429.73391809 -28430.05108041 -28428.13787211 -28430.53771218 -28430.29373911 -28442.72904846 -28428.99179119 -28434.9136575 -28436.93918848 -28428.80126414 -28428.73375857] manylnprob(): p[0] = [ 1.33468717e+00 2.21772952e+00 9.44390258e-01 -8.57842057e-03 7.58863605e-03 9.46874745e-05 9.15788143e-01 8.73466282e-01] main(): current acceptance fraction: 39.4412878788 MCMC took 85.741463 sec Running MCMC mcmc-default-064-015-858.pickle manylnprob(): lnp = [-28435.51397882 -28441.99394195 -28428.95311446 -28433.73339522 -28429.77331289 -28452.62973407 -28447.10026966 -28428.30096785 -28432.34808874 -28429.0433669 -28427.90013543 -28427.90502407 -28428.44568519 -28432.68054489 -28431.03028335 -28428.18405101 -28428.19374858 -28435.78040584 -28432.67794169 -28432.38769444 -28449.28681979 -28428.08505163 -28429.64692082 -28442.01442574 -28435.92903518 -28431.20091092 -28434.90545576 -28427.78606066 -28430.04114251 -28438.61458845 -28461.01770518 -28457.85264992 -28431.45088333 -28440.15905365 -28429.41484126 -28428.47741358 -28428.9352731 -28442.92772737 -28428.13760468 -28440.75517668 -28430.73997656 -28430.843916 -28488.52386363 -28429.91098979 -28427.4842307 -28429.78633212 -28427.82971068 -28429.05896294 -28428.86386878 -28435.91923402 -28440.11876447 -28429.95356532 -28430.44631855 -28448.89390187 -28434.56979113 -28427.72902418 -28430.87688794 -28445.41371567 -28438.2458302 -28433.99126242 -28438.87050474 -28436.83693316 -28429.14872836 -28430.1657051 ] manylnprob(): p[0] = [ 1.33411866e+00 2.21642588e+00 9.43836681e-01 -8.50696112e-03 7.72174672e-03 1.76841469e-04 9.15692138e-01 8.86537364e-01] main(): current acceptance fraction: 39.4444848661 MCMC took 85.446245 sec Running MCMC mcmc-default-064-015-859.pickle manylnprob(): lnp = [-28429.42423539 -28443.40320906 -28429.87033623 -28428.07366736 -28443.75389186 -28439.56057872 -28446.38635017 -28428.38303511 -28471.83806184 -28428.82939332 -28428.8051557 -28428.43597171 -28441.66252407 -28456.60632682 -28428.14901242 -28431.10816063 -28428.70713603 -28428.44304168 -28432.14642189 -28442.07889798 -28428.34047541 -28428.61555861 -28430.83885164 -28446.26686906 -28428.72214709 -28429.30871438 -28429.73373525 -28436.57432784 -28430.888315 -28432.01212992 -28434.20882996 -28430.63046346 -28429.54307293 -28431.44617763 -28428.13583849 -28428.01465499 -28429.69016671 -28428.38039508 -28428.48828541 -28430.90772976 -28429.41412013 -28428.32280252 -28460.45161834 -28428.32816675 -28428.99686253 -28429.76800955 -28443.59393177 -28430.28608206 -28433.52863996 -28457.39075176 -28428.55415594 -28448.86727035 -28429.45431332 -28446.83493452 -28431.77531237 -28430.13745494 -28428.52464791 -28429.0059113 -28431.83436938 -28429.95576858 -28435.00053419 -28439.80346398 -28427.47657803 -28428.8235482 ] manylnprob(): p[0] = [ 1.33853086e+00 2.22569509e+00 9.49810093e-01 -8.59619100e-03 7.48211530e-03 5.02556480e-05 9.15344960e-01 8.70965773e-01] main(): current acceptance fraction: 39.4494912791 MCMC took 85.320793 sec Plotting trajectory traj-default-064-015-860.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-860.png Running MCMC mcmc-default-064-015-860.pickle manylnprob(): lnp = [-28442.74475046 -28440.32245661 -28429.62305574 -28430.79979989 -28427.82747082 -28450.90068873 -28429.65705823 -28428.90121325 -28472.4303847 -28441.33349991 -28429.36596028 -28429.02979436 -28428.32706366 -28456.55482392 -28431.67207873 -28430.61448188 -28428.8512359 -28428.07906848 -28434.75139282 -28430.37368769 -28438.38098372 -28429.9131944 -28431.83027759 -28434.82080154 -28446.59531833 -28436.74229752 -28428.61872009 -28427.5666579 -28433.82251352 -28432.1365492 -28433.66690609 -28434.90562814 -28430.13217191 -28430.51192173 -28443.12533677 -28433.39796874 -28428.35391021 -28429.96947091 -28428.87977978 -28434.97139721 -28428.41987887 -28429.63930705 -28437.56415052 -28433.41368201 -28428.65343154 -28431.29426968 -28428.51011376 -28428.63281095 -28431.64545796 -28448.44715858 -28428.68272063 -28431.38678219 -28445.17061818 -28434.24560166 -28430.75949228 -28431.1166893 -28431.63948461 -28428.82396402 -28445.91525753 -28430.85550665 -28477.40933544 -28444.60257887 -28429.27538089 -28428.54950743] manylnprob(): p[0] = [ 1.33283294e+00 2.21319054e+00 9.41135134e-01 -8.45165375e-03 7.81131313e-03 2.00049789e-04 9.15776727e-01 8.72461202e-01] main(): current acceptance fraction: 39.4526713124 MCMC took 85.865746 sec Running MCMC mcmc-default-064-015-861.pickle manylnprob(): lnp = [-28434.87327659 -28455.29281362 -28429.27250923 -28429.5434089 -28428.52579164 -28436.54402185 -28429.15920756 -28442.30485185 -28438.28008519 -28428.05285621 -28482.34265928 -28427.94854445 -28443.99813228 -28427.87676755 -28432.40276281 -28431.95715464 -28429.43097545 -28427.81332835 -28456.2232323 -28433.49454408 -28436.81294979 -28436.07364723 -28439.65106035 -28442.43830671 -28452.62418623 -28429.29327988 -28428.76803655 -28428.7974454 -28450.42009931 -28428.36676124 -28432.07409857 -28430.10028 -28429.80823323 -28430.72320877 -28430.7842352 -28428.3404186 -28451.71905662 -28435.22278582 -28428.99369876 -28432.4541899 -28442.19561997 -28427.27645336 -28456.99233251 -28428.24064531 -28434.68772032 -28440.83785261 -28429.26913714 -28429.61501812 -28434.57585538 -28432.71327046 -28428.45817778 -28434.23839735 -28429.15806909 -28440.14155529 -28460.66981754 -28465.34094465 -28431.53397493 -28429.37796601 -28441.46517542 -28431.44429422 -28445.44501796 -28431.76855225 -28429.03064031 -28428.82372906] manylnprob(): p[0] = [ 1.33236010e+00 2.21346912e+00 9.41625099e-01 -8.57634992e-03 7.66258374e-03 1.21988596e-04 9.12892407e-01 8.82105389e-01] main(): current acceptance fraction: 39.4522186775 MCMC took 85.771837 sec Running MCMC mcmc-default-064-015-862.pickle manylnprob(): lnp = [-28439.25216201 -28433.7933052 -28435.65256121 -28430.121291 -28427.95725594 -28441.79326318 -28431.8468802 -28429.40383325 -28441.15165669 -28429.94622726 -28432.43349417 -28426.9754421 -28429.00027871 -28432.85758926 -28429.26694653 -28449.47824202 -28432.96266211 -28437.84584282 -28432.76075488 -28429.70643475 -28429.38024082 -28437.28907187 -28432.52953031 -28431.79777076 -28430.12344503 -28429.47283994 -28431.52892071 -28441.32663579 -28429.97760141 -28430.00170424 -28432.19874257 -28435.07993035 -28429.05057091 -28431.02014841 -28429.08937472 -28430.02798914 -28430.36904149 -28434.98172815 -28443.83072674 -28441.53693634 -28428.59987951 -28438.45722367 -28435.90423411 -28428.73717168 -28429.1743744 -28441.9389627 -28440.46292118 -28428.81718385 -28433.51565161 -28434.44322231 -28430.25393719 -28431.92329534 -28430.12768668 -28432.50367433 -28430.6398192 -28442.16366264 -28461.19433799 -28429.41354392 -28430.80175822 -28448.1502295 -28432.76052548 -28430.09156645 -28429.66553969 -28427.75739586] manylnprob(): p[0] = [ 1.33146696e+00 2.21091989e+00 9.39501256e-01 -8.57200429e-03 7.64493041e-03 1.32092253e-04 9.13821209e-01 8.66630101e-01] main(): current acceptance fraction: 39.4517670915 MCMC took 85.773633 sec Running MCMC mcmc-default-064-015-863.pickle manylnprob(): lnp = [-28429.29523382 -28429.82948274 -28430.58076797 -28430.91452236 -28427.98805539 -28436.59635831 -28442.53466837 -28431.75297366 -28458.99098455 -28427.88244677 -28428.89136835 -28427.98346074 -28440.36852364 -28428.97499369 -28436.47494921 -28431.49780842 -28437.06810116 -28429.22548548 -28459.77969384 -28430.03401922 -28428.49726332 -28428.21890858 -28436.52491244 -28429.85982193 -28431.40197725 -28430.57541488 -28449.90834054 -28440.27892693 -28440.17752008 -28428.30554593 -28429.12236083 -28433.91822973 -28428.41271407 -28432.62990112 -28442.59899724 -28436.44495286 -28429.0928851 -28435.14984355 -28429.73541685 -28429.43761431 -28429.5429659 -28429.09771193 -28457.04727873 -28427.74994043 -28437.3808788 -28433.11535266 -28429.3876706 -28450.19540044 -28455.35860536 -28429.79928514 -28430.45894684 -28430.48796363 -28429.65878818 -28430.11440728 -28480.24945304 -28430.99780434 -28430.61450894 -28428.87668279 -28428.78617066 -28429.63002134 -28431.94882061 -28439.83085328 -28435.211944 -28428.72404487] manylnprob(): p[0] = [ 1.33652504e+00 2.22183797e+00 9.46790432e-01 -8.61915916e-03 7.44813671e-03 4.63160739e-05 9.17489162e-01 8.53214600e-01] main(): current acceptance fraction: 39.4458912037 MCMC took 85.795775 sec Running MCMC mcmc-default-064-015-864.pickle manylnprob(): lnp = [-28428.93047118 -28431.64166036 -28434.33111931 -28445.81747898 -28428.52177685 -28448.92314329 -28428.98774508 -28428.07454571 -28446.53536846 -28434.77404961 -28429.18292845 -28427.95125798 -28430.07478033 -28428.05574848 -28433.47735763 -28431.50091693 -28439.31002105 -28428.29304186 -28444.61154542 -28434.94618983 -28433.38342126 -28427.60707973 -28442.32766418 -28429.85999755 -28429.25806912 -28430.73011813 -28431.16815118 -28448.02149185 -28430.30659754 -28445.56425337 -28433.36331469 -28438.75141967 -28428.98804512 -28443.39793743 -28429.97917931 -28438.11175815 -28430.50840788 -28434.92398797 -28434.50371334 -28428.72212477 -28431.13449015 -28430.11648798 -28433.50598811 -28432.63931316 -28432.20838774 -28459.02517407 -28427.10005707 -28434.72927021 -28428.89180714 -28428.96402872 -28428.15852933 -28434.84952754 -28430.26998716 -28434.9624299 -28431.7268432 -28430.66548901 -28428.59645946 -28428.57541173 -28427.45184914 -28431.68309359 -28429.8138244 -28431.37990676 -28434.46861511 -28428.55512734] manylnprob(): p[0] = [ 1.33648845e+00 2.22187720e+00 9.46937791e-01 -8.63981266e-03 7.41139209e-03 2.78093679e-05 9.18429622e-01 8.50775429e-01] main(): current acceptance fraction: 39.4526734104 MCMC took 85.732437 sec Running MCMC mcmc-default-064-015-865.pickle manylnprob(): lnp = [-28432.64116851 -28430.47640513 -28430.60421291 -28445.83446844 -28429.45143714 -28437.30976934 -28438.31560888 -28427.44116896 -28429.63099914 -28435.8830863 -28427.23192606 -28429.88096113 -28428.86380598 -28428.55851514 -28501.10758094 -28431.118883 -28437.95314999 -28428.20163351 -28458.11194754 -28455.04266835 -28429.79671096 -28431.1568161 -28432.522693 -28427.86345004 -28434.73324844 -28432.48835291 -28432.28039021 -28428.69657098 -28428.46039442 -28449.34219634 -28432.60415313 -28432.83048153 -28445.45193196 -28429.72638689 -28429.6535661 -28434.36004957 -28442.66856627 -28429.57547485 -28445.25779596 -28430.0054648 -28429.39366085 -28447.30552334 -28433.07321375 -28449.61899037 -28430.50351918 -28444.78706206 -28427.88991698 -28432.78304258 -28428.68281158 -28428.4127069 -28429.252987 -28431.3811121 -28429.78999356 -28444.86478186 -28450.71976199 -28431.03401684 -28428.37351439 -28429.06566935 -28428.84964236 -28444.42260814 -28429.2799459 -28427.96506964 -28430.03558747 -28429.3429975 ] manylnprob(): p[0] = [ 1.33432963e+00 2.21712717e+00 9.43350158e-01 -8.62144314e-03 7.48031445e-03 6.05144170e-05 9.15000289e-01 8.66149338e-01] main(): current acceptance fraction: 39.4522228637 MCMC took 85.360661 sec Running MCMC mcmc-default-064-015-866.pickle manylnprob(): lnp = [-28432.42322594 -28443.64111881 -28430.57165556 -28430.89775602 -28441.76960799 -28452.1781422 -28429.55348595 -28427.91399718 -28428.06363854 -28468.06177294 -28428.46158432 -28430.73359376 -28430.97128906 -28427.65371673 -28429.65522413 -28442.92914038 -28429.42734529 -28430.16896535 -28462.65319589 -28445.27689028 -28433.32480025 -28429.2484037 -28449.62216857 -28431.24624828 -28430.23947647 -28437.71958475 -28429.70068703 -28428.22925626 -28429.45153388 -28429.39964831 -28443.48826387 -28430.32558243 -28431.32002046 -28449.90378191 -28430.95618449 -28428.44563102 -28434.29895738 -28431.95941368 -28497.48528233 -28429.85918471 -28457.28051402 -28453.58729379 -28431.95323835 -28432.64520862 -28432.9453991 -28432.89286914 -28428.4014368 -28430.23317883 -28429.06615729 -28429.62797447 -28427.67328892 -28433.52316663 -28441.50060441 -28428.20404206 -28429.92043089 -28430.81322483 -28430.07856276 -28428.91603377 -28428.93494043 -28443.75614733 -28428.58902795 -28433.24185304 -28438.83862277 -28429.93868918] manylnprob(): p[0] = [ 1.33460741e+00 2.21780189e+00 9.43816459e-01 -8.62320088e-03 7.47328313e-03 5.61719607e-05 9.15541839e-01 8.66251454e-01] main(): current acceptance fraction: 39.4553777393 MCMC took 86.194195 sec Running MCMC mcmc-default-064-015-867.pickle manylnprob(): lnp = [-28458.41567739 -28431.5856036 -28435.72375566 -28438.93428957 -28427.77826998 -28446.23407583 -28446.3616234 -28427.77860525 -28434.87620565 -28434.99807982 -28443.5643985 -28428.32975627 -28440.99285915 -28428.17427049 -28427.9232073 -28442.84702119 -28435.15599341 -28428.28773294 -28445.8159089 -28430.31136482 -28442.82041647 -28454.63187256 -28430.9976691 -28429.46920941 -28444.18119047 -28432.38770569 -28435.02604557 -28434.39612514 -28436.18507872 -28432.37793887 -28432.6898044 -28430.36879527 -28431.51872676 -28443.61737763 -28434.2845455 -28436.92518612 -28428.72640198 -28433.05550015 -28443.52248494 -28433.83595374 -28429.68222971 -28428.40041333 -28441.90751363 -28442.03159615 -28441.13658165 -28433.74494272 -28439.41556067 -28428.08065405 -28454.40716424 -28429.40943239 -28428.8462331 -28430.02103926 -28429.09736295 -28428.27100166 -28448.67121144 -28430.16047559 -28429.50542494 -28427.92044659 -28427.89302657 -28430.23672347 -28428.71571194 -28438.96087882 -28428.56924589 -28441.50753379] manylnprob(): p[0] = [ 1.33054579e+00 2.20873804e+00 9.37268263e-01 -8.59856493e-03 7.62869333e-03 1.46281254e-04 9.16848143e-01 8.95060586e-01] main(): current acceptance fraction: 39.4495247696 MCMC took 84.94084 sec Running MCMC mcmc-default-064-015-868.pickle manylnprob(): lnp = [-28435.92832948 -28439.89954526 -28428.49965747 -28430.94931826 -28428.40029966 -28437.06036254 -28428.8876128 -28427.02522221 -28427.72868822 -28441.48717116 -28428.84314245 -28428.25599351 -28468.51886827 -28428.28227386 -28427.60192351 -28457.8082896 -28429.12393147 -28447.01251326 -28453.62749709 -28455.54246424 -28449.02281477 -28433.82452396 -28436.00661368 -28428.84940845 -28430.01329129 -28442.05495718 -28448.41926593 -28428.4351779 -28428.41814374 -28429.62556232 -28433.14104467 -28428.17751796 -28444.70307609 -28431.30504043 -28450.12917562 -28432.10445218 -28428.79506977 -28434.11329862 -28456.00310157 -28430.91890289 -28428.21220642 -28449.24672723 -28432.28671882 -28432.37148536 -28433.97869209 -28433.81295027 -28428.77339983 -28431.39346014 -28430.13443139 -28437.62499775 -28428.15762182 -28433.07473282 -28429.40751092 -28432.56918587 -28458.69985734 -28430.16676772 -28433.74158557 -28429.19333483 -28428.33075938 -28429.73211759 -28429.21455752 -28428.66953001 -28429.83224688 -28429.57909394] manylnprob(): p[0] = [ 1.33433212e+00 2.21694151e+00 9.43153487e-01 -8.58192061e-03 7.55623247e-03 1.01016053e-04 9.12575528e-01 8.68953293e-01] main(): current acceptance fraction: 39.459867664 MCMC took 85.199504 sec Running MCMC mcmc-default-064-015-869.pickle manylnprob(): lnp = [-28452.42552999 -28429.80568971 -28430.28216853 -28433.56205214 -28427.91630975 -28446.94207706 -28429.59031222 -28426.94163035 -28430.42681333 -28429.83032576 -28428.24022313 -28427.57453372 -28428.42507873 -28430.39793451 -28428.37830532 -28440.6897257 -28428.69556522 -28430.74946468 -28437.28449966 -28430.73427811 -28440.26318512 -28435.80104594 -28430.20218666 -28430.253056 -28428.16599511 -28459.01062038 -28427.52501178 -28427.92413172 -28428.49800261 -28448.78586086 -28431.82175131 -28444.13954468 -28434.17087635 -28433.4446593 -28428.0987422 -28431.78091516 -28430.09646168 -28449.82440594 -28433.46313668 -28429.33087725 -28432.87468993 -28430.49018665 -28441.05453604 -28432.65979267 -28428.18016446 -28443.69106312 -28428.43886127 -28429.2049545 -28446.20269187 -28436.20676225 -28427.62550203 -28429.40815445 -28435.74193905 -28428.4087672 -28430.67306958 -28440.23371879 -28435.78454198 -28429.87179395 -28428.52376038 -28428.9226938 -28439.56186328 -28429.81015126 -28437.07828687 -28429.16920286] manylnprob(): p[0] = [ 1.33307971e+00 2.21459504e+00 9.41075453e-01 -8.61833820e-03 7.49845765e-03 7.52493848e-05 9.09168363e-01 8.57458081e-01] main(): current acceptance fraction: 39.4612068966 MCMC took 85.565944 sec Plotting trajectory traj-default-064-015-870.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-870.png Running MCMC mcmc-default-064-015-870.pickle manylnprob(): lnp = [-28433.46241663 -28430.63466706 -28436.5785211 -28441.57473024 -28440.85700164 -28444.44475946 -28430.38307391 -28429.02550322 -28435.97440902 -28431.57890713 -28433.38940063 -28428.13497217 -28430.61902637 -28427.64439009 -28437.37620147 -28429.66106123 -28436.53499743 -28451.9695597 -28429.82410013 -28444.44494207 -28431.82064288 -28437.2406412 -28429.02255882 -28430.26950953 -28444.71391097 -28432.85740807 -28430.07352207 -28427.8087851 -28427.99058395 -28442.34370559 -28431.64042155 -28435.88570193 -28449.63766338 -28454.12585632 -28428.33726705 -28434.20021543 -28435.32177265 -28444.77285362 -28434.71829288 -28436.74951036 -28431.86629662 -28430.0168291 -28434.98517464 -28434.67442277 -28430.46498831 -28453.56438637 -28428.75724089 -28431.84864938 -28434.48902904 -28428.74791879 -28432.94811981 -28428.58115604 -28428.7918908 -28428.03570258 -28430.27324701 -28434.11473762 -28445.88042985 -28440.90687698 -28428.22447151 -28429.82064225 -28427.88559757 -28431.56884443 -28433.76679793 -28441.66398623] manylnprob(): p[0] = [ 1.33493052e+00 2.21827340e+00 9.44114325e-01 -8.60290953e-03 7.49797112e-03 7.17893088e-05 9.15143699e-01 8.64978523e-01] main(): current acceptance fraction: 39.4571613088 MCMC took 85.952663 sec Running MCMC mcmc-default-064-015-871.pickle manylnprob(): lnp = [-28483.44246269 -28428.82590881 -28428.62021768 -28437.86701756 -28441.66620638 -28453.3603847 -28431.35169327 -28429.33136523 -28446.83991097 -28441.62622787 -28433.69161253 -28428.96429318 -28428.90861948 -28432.39844046 -28428.2489512 -28431.96127155 -28428.72004645 -28430.07585301 -28430.98245397 -28446.45465368 -28431.20614783 -28448.71006032 -28429.37819681 -28431.76417114 -28430.02820698 -28429.96387725 -28431.51060066 -28428.26296668 -28428.61740121 -28428.38116665 -28459.58174262 -28431.83367473 -28437.69513322 -28433.40952413 -28427.41505302 -28452.05499562 -28435.23987277 -28428.65176326 -28473.33224044 -28437.21862416 -28455.03775067 -28442.48463332 -28435.35845553 -28441.67645492 -28434.86502704 -28430.67129112 -28428.00612062 -28429.73404737 -28428.25040703 -28430.04073934 -28429.73323086 -28431.24411224 -28429.27445775 -28429.43519232 -28454.61728787 -28430.34347384 -28438.12416996 -28445.84077023 -28436.02268596 -28429.2975873 -28428.90058827 -28429.94960639 -28428.12502126 -28432.56692336] manylnprob(): p[0] = [ 1.33915653e+00 2.22545455e+00 9.47784072e-01 -8.36098801e-03 7.80201573e-03 2.53110508e-04 9.17336941e-01 8.64487088e-01] main(): current acceptance fraction: 39.4692517202 MCMC took 85.558079 sec Running MCMC mcmc-default-064-015-872.pickle manylnprob(): lnp = [-28430.4095124 -28428.36216238 -28427.68246086 -28459.50632511 -28448.76374373 -28432.20385595 -28445.68919386 -28428.96813246 -28463.47368976 -28435.97727718 -28439.26164818 -28430.28270514 -28441.37361029 -28429.57596858 -28427.52769706 -28430.11564113 -28450.65894088 -28432.77472143 -28429.41178161 -28430.66515222 -28429.38398936 -28453.68011041 -28429.33320262 -28439.74194622 -28429.83144325 -28428.12412984 -28431.45140524 -28439.62106633 -28427.70693763 -28427.95946617 -28430.90514099 -28430.0274469 -28445.1417961 -28428.05619074 -28427.67922993 -28463.67243807 -28451.21017089 -28428.71724355 -28437.111695 -28434.09434565 -28430.81423384 -28430.01399518 -28435.43588516 -28455.24659557 -28441.00963765 -28436.24218839 -28429.85566374 -28432.5815749 -28432.45592697 -28430.53251952 -28433.57419365 -28449.22777533 -28429.21327875 -28429.0876937 -28455.01665802 -28428.85478031 -28431.87594819 -28429.57168508 -28429.23016463 -28433.4198277 -28427.56227444 -28430.78798045 -28441.52300485 -28435.38814453] manylnprob(): p[0] = [ 1.33426364e+00 2.21747029e+00 9.43676041e-01 -8.67171244e-03 7.41580576e-03 7.95310214e-06 9.20934188e-01 8.52346945e-01] main(): current acceptance fraction: 39.4634163803 MCMC took 84.799732 sec Running MCMC mcmc-default-064-015-873.pickle manylnprob(): lnp = [-28456.48985642 -28429.34136636 -28429.57210733 -28453.81868906 -28439.990568 -28433.05186607 -28429.09333551 -28453.74675463 -28428.18867015 -28430.22877403 -28466.86703405 -28429.27282001 -28428.7484824 -28429.52885792 -28427.97611549 -28433.32707581 -28440.4390606 -28437.53464155 -28446.70972109 -28462.71429831 -28434.02039481 -28446.72734053 -28433.01412702 -28429.03009666 -28430.38053144 -28428.68370648 -28438.33681232 -28428.49735713 -28427.25439618 -28437.86723333 -28430.88631549 -28441.54896404 -28434.72383081 -28428.20745748 -28426.97357006 -28433.27261668 -28441.4495542 -28429.91925417 -28450.98217393 -28460.13276994 -28432.98928178 -28436.19996388 -28436.10887633 -28453.70510151 -28438.75272352 -28437.64236796 -28429.58262767 -28429.94411917 -28445.87064706 -28438.14875284 -28429.86740298 -28430.49226894 -28431.1365906 -28428.23070223 -28430.53487353 -28430.62635759 -28429.78662671 -28427.19627538 -28427.53811236 -28429.65964078 -28428.73866624 -28431.45061822 -28431.91447748 -28478.71673965] manylnprob(): p[0] = [ 1.33101801e+00 2.21112926e+00 9.39161757e-01 -8.57194008e-03 7.67984334e-03 1.13100124e-04 9.21019470e-01 8.55963496e-01] main(): current acceptance fraction: 39.459382151 MCMC took 85.577927 sec Running MCMC mcmc-default-064-015-874.pickle manylnprob(): lnp = [-28481.28494849 -28432.1788327 -28428.60235198 -28448.06345013 -28428.42776674 -28432.63176137 -28435.87398506 -28451.36913075 -28429.52898892 -28444.13474037 -28468.94238218 -28428.70596777 -28439.55783251 -28436.57272922 -28427.09405786 -28428.91522101 -28437.35498114 -28429.62752242 -28430.15630417 -28439.84835521 -28430.70349843 -28429.74744474 -28429.75295487 -28433.01365419 -28435.06025632 -28434.83729763 -28427.88920677 -28435.15340982 -28433.1524122 -28427.95011143 -28435.17083607 -28431.11160205 -28460.15756343 -28431.70650068 -28427.63481599 -28432.29117563 -28431.10804053 -28437.11478206 -28433.83913252 -28438.41059943 -28438.20568236 -28430.59301718 -28436.87822583 -28432.80695167 -28434.48205492 -28429.04858721 -28432.08679644 -28430.70256395 -28430.86870812 -28429.18599753 -28450.28325858 -28435.76394942 -28430.09418687 -28429.02181718 -28448.50755199 -28429.14090482 -28430.8057441 -28447.72911734 -28429.69144987 -28430.88892591 -28428.48393435 -28432.0373557 -28428.53292873 -28433.51085491] manylnprob(): p[0] = [ 1.33365621e+00 2.21510946e+00 9.40949893e-01 -8.51088799e-03 7.73595431e-03 1.55827293e-04 9.14766266e-01 8.65907827e-01] main(): current acceptance fraction: 39.4625 MCMC took 85.564409 sec Running MCMC mcmc-default-064-015-875.pickle manylnprob(): lnp = [-28435.34675421 -28432.73312284 -28429.60446073 -28441.32687729 -28428.66845328 -28432.61503618 -28427.70348156 -28430.64039308 -28436.25919449 -28429.5199944 -28459.76415176 -28439.01800546 -28433.26580834 -28435.85360645 -28427.854039 -28428.33139975 -28432.44283284 -28429.7572467 -28435.30612294 -28437.88304371 -28433.74939266 -28429.82942425 -28430.07937189 -28432.1235514 -28435.59949263 -28440.39205935 -28427.3767527 -28427.56564373 -28427.74502505 -28428.00742753 -28430.87599876 -28432.6657313 -28448.51352266 -28429.80045999 -28427.47390564 -28448.76982793 -28451.96384978 -28429.75079289 -28428.89777005 -28428.31405707 -28434.31885263 -28461.36276753 -28472.40699755 -28432.60322372 -28437.00309516 -28429.72692754 -28434.46250171 -28429.77661019 -28440.64568793 -28432.84672174 -28434.47634591 -28462.52660109 -28427.83041422 -28431.56307891 -28430.89148712 -28429.18548987 -28437.75226497 -28429.71226946 -28433.37194868 -28433.2977693 -28428.27370363 -28435.28247187 -28428.52663978 -28433.97735942] manylnprob(): p[0] = [ 1.32928837e+00 2.20714541e+00 9.36748198e-01 -8.73328011e-03 7.42874357e-03 6.57615858e-06 9.25215478e-01 8.53342030e-01] main(): current acceptance fraction: 39.4656107306 MCMC took 85.585572 sec Running MCMC mcmc-default-064-015-876.pickle manylnprob(): lnp = [-28430.3463224 -28430.57990932 -28435.57286829 -28440.23832838 -28428.98620197 -28431.64840528 -28427.77771701 -28431.81928524 -28429.42017196 -28429.72705734 -28430.84719519 -28429.50338365 -28461.6892695 -28435.45185023 -28427.5143401 -28428.419564 -28433.3003263 -28429.80208539 -28446.18032779 -28430.712863 -28436.05457726 -28428.44878534 -28438.64688105 -28448.03051126 -28429.91450637 -28435.50041235 -28436.92477008 -28427.68583241 -28427.57258183 -28427.88558131 -28432.90554189 -28454.93308491 -28438.06707145 -28474.91560402 -28428.01449959 -28433.60778918 -28448.00468804 -28448.35273353 -28428.95441037 -28428.16328786 -28439.92099738 -28428.95384772 -28469.80213943 -28446.76754262 -28437.6640288 -28432.31654942 -28468.82507523 -28430.37763644 -28433.16875102 -28430.19717997 -28430.78992139 -28434.18808172 -28451.89300586 -28431.07867114 -28433.62472724 -28431.20020144 -28434.40089232 -28430.0037612 -28428.99135521 -28429.41479434 -28428.33332204 -28434.05697702 -28427.26301575 -28431.85703086] manylnprob(): p[0] = [ 1.33431961e+00 2.21761080e+00 9.43790568e-01 -8.67581874e-03 7.40831737e-03 4.66908694e-06 9.20909406e-01 8.51421665e-01] main(): current acceptance fraction: 39.4722776511 MCMC took 85.920659 sec Running MCMC mcmc-default-064-015-877.pickle manylnprob(): lnp = [-28435.01072526 -28440.93265815 -28431.50049122 -28429.22066836 -28431.39762164 -28431.44021309 -28427.66039563 -28429.30596789 -28427.66656616 -28449.15617076 -28428.61678946 -28429.62144129 -28429.1986224 -28433.21729798 -28426.92247901 -28427.68432559 -28429.27649876 -28453.34556398 -28434.71671502 -28445.06774066 -28456.95843382 -28428.34637548 -28436.01720821 -28429.74361705 -28437.81334728 -28437.65737173 -28427.79563183 -28438.05293578 -28428.32345519 -28428.13142891 -28432.15045284 -28441.51993504 -28438.92093541 -28499.54593296 -28430.06492861 -28428.64969802 -28434.24277824 -28444.03989488 -28430.13296571 -28428.1504119 -28435.8463987 -28430.89702466 -28435.1342537 -28448.9789581 -28429.09024614 -28429.18407822 -28430.26658366 -28430.46145981 -28440.27682971 -28443.54557875 -28428.43211992 -28440.42628884 -28429.02173312 -28430.88568009 -28442.98746113 -28445.24294148 -28434.53971244 -28447.67693166 -28438.36104634 -28441.65482198 -28433.93144193 -28433.88193891 -28427.51087589 -28447.57397384] manylnprob(): p[0] = [ 1.33084237e+00 2.21011707e+00 9.38723886e-01 -8.68883228e-03 7.47509604e-03 3.26206762e-05 9.17947889e-01 8.62331807e-01] main(): current acceptance fraction: 39.4646924829 MCMC took 85.698201 sec Running MCMC mcmc-default-064-015-878.pickle manylnprob(): lnp = [-28438.61136089 -28444.29839633 -28430.99062889 -28429.21449305 -28432.20780026 -28436.28841674 -28427.25096113 -28429.37535085 -28448.2045512 -28428.46749083 -28428.24694521 -28441.53294991 -28430.18450817 -28428.75992775 -28427.49034285 -28428.79548532 -28446.88719326 -28429.13789464 -28447.23010262 -28431.54009489 -28431.53514268 -28427.72459172 -28429.07206594 -28440.91410511 -28429.70596854 -28429.55308596 -28428.06437405 -28429.15207725 -28427.87733632 -28428.9215894 -28433.10355952 -28444.03436283 -28444.70619141 -28434.60660642 -28431.848689 -28432.71241098 -28449.50397193 -28427.86672983 -28433.33929607 -28429.62443011 -28448.41524189 -28452.51122605 -28434.63754986 -28439.51274242 -28435.75898821 -28428.98083631 -28428.6931972 -28429.12785707 -28461.84670122 -28430.59395563 -28430.5691685 -28429.61203395 -28429.79598935 -28432.7522505 -28430.27500937 -28430.83191496 -28430.71274712 -28436.13733589 -28433.81589949 -28445.39444546 -28432.08185084 -28429.1795508 -28427.89290526 -28428.32584278] manylnprob(): p[0] = [ 1.32898337e+00 2.20680459e+00 9.36641529e-01 -8.66298754e-03 7.53862253e-03 4.49311026e-05 9.25463106e-01 8.33845272e-01] main(): current acceptance fraction: 39.4571245734 MCMC took 84.587961 sec Running MCMC mcmc-default-064-015-879.pickle manylnprob(): lnp = [-28435.18857343 -28433.04834566 -28428.95785406 -28431.76343192 -28438.90975767 -28429.24499838 -28427.21659653 -28429.41418447 -28429.87994274 -28429.93917294 -28428.57419745 -28428.38336457 -28430.697094 -28432.34602418 -28428.23255762 -28428.19297889 -28428.97602751 -28442.83654128 -28435.44556627 -28444.2074536 -28443.39837926 -28430.90650367 -28433.50882579 -28434.68473328 -28429.73608254 -28429.29513701 -28427.83235001 -28429.09200768 -28427.12805879 -28434.69281872 -28432.49573152 -28429.69998329 -28430.10318702 -28443.81905718 -28433.75489639 -28428.41306533 -28434.09889269 -28442.33589585 -28431.611217 -28433.1356922 -28503.33845417 -28430.19870134 -28444.3209056 -28432.96691251 -28439.24414616 -28429.23125423 -28437.01901536 -28430.80973892 -28478.02778915 -28440.4525161 -28444.35450196 -28434.26068361 -28429.09287529 -28435.05538693 -28435.12329424 -28437.30453102 -28432.68793056 -28430.27042486 -28432.89951358 -28433.85407045 -28439.33176422 -28431.53871871 -28427.39886982 -28430.49766061] manylnprob(): p[0] = [ 1.34484356e+00 2.23858020e+00 9.56939300e-01 -8.58479898e-03 7.41376659e-03 4.03331209e-05 9.31315392e-01 8.40899577e-01] main(): current acceptance fraction: 39.4691051136 MCMC took 85.836644 sec Plotting trajectory traj-default-064-015-880.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-880.png Running MCMC mcmc-default-064-015-880.pickle manylnprob(): lnp = [-28429.60913722 -28435.91168978 -28428.71506862 -28428.88392299 -28429.65595124 -28430.13654526 -28426.97574629 -28428.67529846 -28435.64084105 -28455.07669736 -28427.95585278 -28438.18982277 -28443.92762509 -28439.27785304 -28432.22038276 -28427.9195057 -28428.69005815 -28432.90684804 -28434.89444181 -28429.2230074 -28427.5652084 -28430.1036347 -28429.31297642 -28429.09877758 -28433.73863808 -28442.73875539 -28428.02178851 -28441.97613266 -28429.19360751 -28445.74441475 -28435.1782951 -28428.31618219 -28429.66487372 -28430.51373709 -28430.33309941 -28428.58176074 -28444.9829177 -28435.00967649 -28439.82910327 -28437.44049434 -28438.43526389 -28469.25757794 -28428.74234244 -28428.44410044 -28437.22497584 -28429.59183376 -28427.85769207 -28433.4089255 -28435.75298232 -28429.77970679 -28439.64212441 -28427.95469074 -28435.27064948 -28435.56170113 -28430.69019829 -28430.99685108 -28430.59527932 -28437.39254975 -28430.79158232 -28428.94168784 -28434.03544279 -28430.24967789 -28429.63378826 -28439.73091084] manylnprob(): p[0] = [ 1.33730085e+00 2.22378661e+00 9.47847524e-01 -8.72055266e-03 7.30216864e-03 -4.29474672e-05 9.17449620e-01 8.27262660e-01] main(): current acceptance fraction: 39.4704171396 MCMC took 84.710048 sec Running MCMC mcmc-default-064-015-881.pickle manylnprob(): lnp = [-28433.99613469 -28443.9315777 -28428.78517665 -28439.65700094 -28428.07915468 -28428.73972854 -28430.29608843 -28430.21532867 -28439.88760673 -28433.92428066 -28439.19958858 -28442.22915815 -28433.51370019 -28449.48645283 -28491.57469263 -28428.37317534 -28429.5175419 -28428.66018761 -28433.4296844 -28445.88982551 -28428.47077024 -28438.44627478 -28428.7711944 -28428.38732462 -28449.1407844 -28427.16468773 -28435.84545483 -28429.1720616 -28429.21027061 -28427.71347027 -28445.54330026 -28430.2020648 -28434.76846233 -28432.26343328 -28435.23614929 -28428.36107704 -28449.98820606 -28430.96508046 -28432.09359779 -28441.86800422 -28433.17939362 -28429.65092201 -28429.75358546 -28427.94514188 -28433.44006213 -28429.47164156 -28449.41515141 -28429.35300375 -28440.71375654 -28441.31826339 -28431.8360399 -28429.14707424 -28433.39417901 -28594.03669459 -28429.60888115 -28430.78981981 -28431.948907 -28429.63242944 -28453.07351962 -28428.65620277 -28431.2488391 -28433.76500957 -28428.58412148 -28442.0285081 ] manylnprob(): p[0] = [ 1.34098923e+00 2.23073729e+00 9.51934426e-01 -8.57029661e-03 7.48574383e-03 6.10030457e-05 9.23337987e-01 8.44828007e-01] main(): current acceptance fraction: 39.4664115646 MCMC took 85.421451 sec Running MCMC mcmc-default-064-015-882.pickle manylnprob(): lnp = [-28430.29007727 -28432.63952448 -28431.8012536 -28430.61648618 -28438.95689099 -28428.49063293 -28429.9302097 -28435.16536826 -28434.84173457 -28434.28926161 -28437.93397497 -28428.17430751 -28428.23624914 -28437.56321016 -28430.69064308 -28428.32530105 -28428.64213788 -28455.90058231 -28428.57737467 -28444.67767141 -28428.45215841 -28442.27661799 -28436.83545201 -28436.56840002 -28433.65090006 -28433.17438132 -28429.63175753 -28434.26422656 -28429.21251665 -28430.99626961 -28432.17210794 -28436.67858934 -28431.50612424 -28478.58562479 -28427.86382582 -28427.60773609 -28433.54132624 -28428.87459932 -28430.52024984 -28429.99657065 -28429.69347071 -28441.79217507 -28429.52923479 -28428.03553508 -28431.68809301 -28434.54276175 -28429.38169307 -28450.00816033 -28428.1802129 -28440.82168505 -28432.9582174 -28428.47736991 -28428.97945815 -28459.92978746 -28435.20559956 -28431.31898379 -28431.93132956 -28437.63211781 -28438.66928443 -28429.04087686 -28432.7039973 -28430.05373941 -28431.29928876 -28429.36141636] manylnprob(): p[0] = [ 1.33366841e+00 2.21627214e+00 9.43024084e-01 -8.68095090e-03 7.40811204e-03 2.09283427e-06 9.20935347e-01 8.54133479e-01] main(): current acceptance fraction: 39.474801812 MCMC took 85.417372 sec Running MCMC mcmc-default-064-015-883.pickle manylnprob(): lnp = [-28432.71011094 -28431.92357435 -28444.94678494 -28433.28896977 -28427.96004501 -28429.11243633 -28429.30025072 -28440.11543999 -28429.25873193 -28449.21822271 -28428.74926219 -28430.69881593 -28427.78190909 -28442.18804318 -28428.06678598 -28428.41553673 -28433.986539 -28450.45615607 -28430.01555387 -28453.47318448 -28431.53456005 -28432.64196581 -28436.69382062 -28442.31935148 -28441.43031426 -28427.99954585 -28429.61194652 -28429.37609662 -28429.29348001 -28435.9847783 -28432.33359088 -28429.8118001 -28442.8464088 -28466.2589848 -28431.00144661 -28431.0317339 -28447.98860883 -28428.95122015 -28430.20886 -28427.69207006 -28427.42392309 -28463.36598747 -28428.58992078 -28439.60162432 -28441.85793249 -28430.49348394 -28439.89127161 -28429.15807904 -28428.01778682 -28428.85549342 -28452.68430779 -28428.21432333 -28428.69943992 -28442.87718219 -28429.07190269 -28430.98083861 -28433.25281683 -28429.51559095 -28430.17386418 -28449.36828129 -28454.56921724 -28430.51577621 -28430.31161566 -28433.08504404] manylnprob(): p[0] = [ 1.33373353e+00 2.21633475e+00 9.42761488e-01 -8.67137962e-03 7.40998459e-03 6.15154312e-07 9.20793812e-01 8.51688738e-01] main(): current acceptance fraction: 39.4884756787 MCMC took 85.787054 sec Running MCMC mcmc-default-064-015-884.pickle manylnprob(): lnp = [-28437.67892057 -28429.51504375 -28428.48202446 -28433.18539165 -28428.09957262 -28428.38707928 -28429.56581227 -28430.48530185 -28428.3312541 -28455.4725427 -28428.13508601 -28430.33753565 -28428.39702845 -28465.53972335 -28429.43596204 -28439.98397192 -28433.63775095 -28428.42474221 -28428.69314573 -28432.32332162 -28430.44299658 -28446.30164229 -28441.55522903 -28429.36170557 -28430.0749536 -28432.43992309 -28430.12277424 -28429.06444841 -28431.96618224 -28432.3886514 -28431.51914525 -28478.5218712 -28431.96745743 -28435.29129183 -28438.84337481 -28431.41456491 -28436.77261428 -28428.21111486 -28452.39181822 -28432.80191376 -28438.54761202 -28428.76437949 -28428.17750469 -28431.68881663 -28441.09945382 -28430.12825843 -28439.62034612 -28427.36774832 -28428.37646807 -28430.04127885 -28433.19546412 -28436.54643395 -28428.63879994 -28433.53731239 -28429.11301556 -28433.03804451 -28433.22651405 -28429.95929387 -28429.36170352 -28429.53283729 -28444.0706559 -28430.48319399 -28430.25383107 -28445.55674291] manylnprob(): p[0] = [ 1.33495585e+00 2.21863620e+00 9.43974113e-01 -8.64564682e-03 7.45100477e-03 2.57387493e-05 9.23209039e-01 8.49832077e-01] main(): current acceptance fraction: 39.489759887 MCMC took 85.768204 sec Running MCMC mcmc-default-064-015-885.pickle manylnprob(): lnp = [-28428.65124722 -28432.90821603 -28428.36422509 -28428.86514483 -28429.95488161 -28435.36894345 -28454.96371344 -28461.55390443 -28429.78797749 -28436.39634935 -28432.57313368 -28428.52940127 -28430.63272617 -28431.2810968 -28429.05800842 -28431.7936938 -28429.66298909 -28436.41571197 -28428.86815904 -28433.11568872 -28430.33564718 -28434.46032319 -28433.58314929 -28432.39995774 -28430.47563704 -28428.03689106 -28456.66154623 -28427.95890829 -28439.19759635 -28459.17481978 -28427.80996767 -28432.25530692 -28428.80213731 -28428.9239917 -28430.26371736 -28445.01284465 -28431.44740173 -28428.84981888 -28435.64986774 -28430.87891049 -28428.37490392 -28427.78139086 -28427.89829832 -28427.28958574 -28431.70980256 -28432.06134526 -28437.19395509 -28432.533557 -28433.4963403 -28443.86550607 -28430.78396687 -28431.32933168 -28427.17576566 -28447.62172708 -28452.24215906 -28430.14466526 -28490.3916512 -28432.57645732 -28440.06006205 -28433.86230972 -28441.69782981 -28448.93974518 -28429.68376306 -28430.8614727 ] manylnprob(): p[0] = [ 1.33067795e+00 2.21009374e+00 9.39586531e-01 -8.71546009e-03 7.38950099e-03 -1.74116329e-05 9.21590697e-01 8.66997158e-01] main(): current acceptance fraction: 39.5016224605 MCMC took 85.698199 sec Running MCMC mcmc-default-064-015-886.pickle manylnprob(): lnp = [-28467.40485235 -28430.40645531 -28428.20601887 -28427.76667945 -28435.4186324 -28429.06097264 -28428.9623446 -28438.85379353 -28430.79653108 -28431.61670336 -28444.07288251 -28434.96558614 -28429.66310869 -28429.54397536 -28428.91593179 -28433.82576187 -28428.24727536 -28428.99977695 -28432.58371822 -28446.57070274 -28428.98499008 -28460.77072681 -28447.22946885 -28430.68543313 -28430.16794623 -28427.75770147 -28453.99681973 -28428.01684353 -28433.82178527 -28446.15498221 -28427.30276688 -28429.40039029 -28430.79534639 -28428.99422148 -28430.98711875 -28430.5536587 -28434.07137224 -28428.61803134 -28429.09114509 -28428.13565682 -28428.68226439 -28437.40360738 -28435.66800395 -28447.50138158 -28435.27300412 -28444.64933366 -28453.41287939 -28454.61185733 -28428.3954385 -28442.48276571 -28430.97894904 -28429.33910062 -28434.55458911 -28442.99457689 -28431.94900462 -28430.32651465 -28491.78480566 -28438.51756237 -28447.51704483 -28430.38319977 -28428.29281539 -28430.44118253 -28428.93820091 -28445.18048435] manylnprob(): p[0] = [ 1.32929190e+00 2.20674918e+00 9.36276805e-01 -8.50550575e-03 7.82282499e-03 1.89152405e-04 9.17759180e-01 8.21806470e-01] main(): current acceptance fraction: 39.5081736189 MCMC took 85.1952 sec Running MCMC mcmc-default-064-015-887.pickle manylnprob(): lnp = [-28435.89701912 -28432.8193432 -28428.28382253 -28428.3638763 -28431.1161783 -28435.63180057 -28429.2505384 -28439.7400017 -28439.0785464 -28431.36863049 -28428.5780713 -28443.56589149 -28429.48007697 -28430.56902602 -28432.27399115 -28446.00303801 -28429.99721816 -28428.48607082 -28441.39313006 -28464.38862165 -28428.8486448 -28470.50652478 -28453.82749891 -28447.27732377 -28438.13491486 -28432.1742809 -28434.59162039 -28427.706516 -28430.81139589 -28430.70942509 -28433.10013575 -28429.55130164 -28430.59719342 -28429.10124549 -28434.19329737 -28443.51584579 -28435.36744179 -28428.5526364 -28432.47824122 -28428.65195569 -28452.67677234 -28431.93543156 -28428.01383591 -28429.77171738 -28430.72189517 -28432.0066735 -28432.87800081 -28450.36776817 -28428.21200535 -28429.19912035 -28429.0950508 -28429.51137094 -28429.35657655 -28481.81753518 -28451.57476452 -28430.56211947 -28435.55428343 -28494.09817407 -28428.55060958 -28432.03071625 -28428.47503268 -28431.15271303 -28435.51143925 -28437.10593474] manylnprob(): p[0] = [ 1.33418414e+00 2.21709472e+00 9.43203490e-01 -8.64406774e-03 7.45019430e-03 2.27539064e-05 9.20242813e-01 8.57187995e-01] main(): current acceptance fraction: 39.502393018 MCMC took 84.48125 sec Running MCMC mcmc-default-064-015-888.pickle manylnprob(): lnp = [-28431.5178677 -28428.52337603 -28427.84066836 -28429.18628893 -28427.84709579 -28428.34101442 -28429.56765363 -28438.08349431 -28447.16574103 -28433.6327338 -28428.00669158 -28429.30780176 -28431.21918182 -28432.6186798 -28447.55136559 -28469.0662519 -28448.81772207 -28428.43564033 -28435.55116252 -28429.42747293 -28431.87036859 -28466.08456394 -28428.97054087 -28431.4909578 -28431.31807576 -28428.70277832 -28435.42524827 -28434.07563045 -28438.03247357 -28439.15169957 -28427.72221321 -28429.77842962 -28430.64530799 -28429.16427826 -28428.7366153 -28440.25805137 -28458.23934183 -28429.0352706 -28429.72692834 -28428.25643765 -28429.45726743 -28430.86902371 -28428.6934808 -28429.79969359 -28437.15724394 -28431.49458966 -28447.73302217 -28442.99881634 -28428.54578299 -28432.6040584 -28438.13114344 -28427.87513881 -28427.4411521 -28501.79615634 -28448.3533506 -28451.1816248 -28456.01322662 -28450.34897407 -28438.02629147 -28429.92210435 -28428.78175027 -28432.33739326 -28442.42970322 -28438.5348256 ] manylnprob(): p[0] = [ 1.33432280e+00 2.21739180e+00 9.43576429e-01 -8.65964682e-03 7.45743806e-03 3.52567201e-05 9.21466151e-01 8.56199676e-01] main(): current acceptance fraction: 39.4931102362 MCMC took 84.965959 sec Running MCMC mcmc-default-064-015-889.pickle manylnprob(): lnp = [-28434.38994727 -28434.96153597 -28428.3002576 -28443.49330087 -28427.04807132 -28433.15390927 -28431.15368035 -28428.78942124 -28434.63330276 -28428.55597259 -28428.52799858 -28437.94152002 -28428.13624234 -28437.5695462 -28428.70044482 -28430.80841308 -28427.87411219 -28428.74975903 -28430.19551075 -28429.19648675 -28428.60735664 -28447.76701433 -28429.0884526 -28463.76149552 -28431.23803005 -28432.20897148 -28434.71931738 -28432.04362612 -28429.07442816 -28449.28837887 -28427.81498862 -28452.52191907 -28430.43705744 -28428.95626798 -28454.52255927 -28429.36335082 -28428.71023608 -28427.49206961 -28428.96306513 -28427.88936975 -28431.35028731 -28451.88946858 -28427.56007494 -28429.0831059 -28428.81443034 -28437.05995724 -28443.38003619 -28428.9154917 -28428.31039642 -28430.63500793 -28454.11313733 -28430.87082929 -28427.90122186 -28465.63311011 -28429.50988643 -28432.49992379 -28468.45757743 -28432.67621454 -28428.43357066 -28444.31978429 -28433.77752874 -28455.26325415 -28437.46559534 -28429.41855447] manylnprob(): p[0] = [ 1.33229729e+00 2.21333792e+00 9.40687365e-01 -8.67489567e-03 7.47345222e-03 3.12853531e-05 9.20873723e-01 8.56906386e-01] main(): current acceptance fraction: 39.4838483146 MCMC took 85.653776 sec Plotting trajectory traj-default-064-015-890.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-890.png Running MCMC mcmc-default-064-015-890.pickle manylnprob(): lnp = [-28433.64728978 -28428.52671688 -28432.53604501 -28429.80957254 -28430.07427437 -28434.63109082 -28447.28286346 -28454.7723851 -28429.29370569 -28429.04273067 -28434.42891207 -28428.01808771 -28427.9350424 -28440.42161625 -28432.7439851 -28431.16340842 -28427.8455616 -28428.14453386 -28428.5376984 -28428.76675119 -28433.02909043 -28432.22923346 -28428.92945728 -28431.20125124 -28433.84377755 -28431.56412601 -28435.23008871 -28427.52294223 -28428.29189008 -28440.33576361 -28428.6347715 -28429.86030634 -28430.89778997 -28434.28300528 -28436.45200202 -28431.57684215 -28430.21283935 -28432.10578497 -28429.88477892 -28427.98188341 -28428.69288634 -28451.17381963 -28429.63679104 -28435.40025486 -28429.61682605 -28450.11954393 -28430.5151419 -28439.94793592 -28428.3015907 -28468.18115374 -28432.17033529 -28430.36685719 -28427.40465347 -28489.08561211 -28428.8865771 -28440.78441088 -28431.72932773 -28432.16636594 -28434.49387143 -28431.4568279 -28427.47035137 -28431.35314982 -28435.20811657 -28429.04274648] manylnprob(): p[0] = [ 1.33466056e+00 2.21786866e+00 9.43823733e-01 -8.64272954e-03 7.50561058e-03 6.70158445e-05 9.22221780e-01 8.60711821e-01] main(): current acceptance fraction: 39.486882716 MCMC took 84.742696 sec Running MCMC mcmc-default-064-015-891.pickle manylnprob(): lnp = [-28482.60896187 -28429.17103942 -28429.5489296 -28429.440884 -28430.77845499 -28428.22015481 -28442.7956704 -28429.144428 -28436.73424808 -28429.43908263 -28431.22346673 -28443.16578806 -28446.59858297 -28440.6949407 -28434.9348365 -28428.77080226 -28427.99950217 -28428.03836502 -28428.30029335 -28436.41145639 -28447.62644226 -28435.52759564 -28433.87597322 -28441.30954595 -28430.47145373 -28437.03544484 -28440.46326056 -28436.32307935 -28440.59705405 -28448.96546591 -28428.91568719 -28444.15841173 -28430.44483508 -28429.74299459 -28429.0101632 -28430.36837055 -28429.74880076 -28432.15919413 -28450.36630679 -28431.22961632 -28438.94778499 -28429.47967891 -28434.94971114 -28429.79393326 -28431.71670617 -28446.69372341 -28452.53700919 -28428.34787877 -28428.84633747 -28438.68047782 -28432.63324971 -28431.88574006 -28432.38531878 -28438.40099253 -28429.72358107 -28430.34627544 -28431.42490048 -28429.95584881 -28428.23773211 -28429.42906768 -28430.18139852 -28436.46137627 -28428.52900355 -28429.47664389] manylnprob(): p[0] = [ 1.33437812e+00 2.21607625e+00 9.41815343e-01 -8.51301477e-03 7.77999391e-03 2.02458033e-04 9.20509180e-01 8.76288095e-01] main(): current acceptance fraction: 39.4864069507 MCMC took 85.818315 sec Running MCMC mcmc-default-064-015-892.pickle manylnprob(): lnp = [-28430.31078884 -28429.73624893 -28429.5776796 -28430.50485577 -28449.1566844 -28430.20852571 -28437.55063691 -28433.2422245 -28447.62568884 -28434.7081728 -28428.54163024 -28437.44836769 -28433.9499883 -28429.7781106 -28429.20012929 -28428.47063923 -28427.47416207 -28428.74349857 -28427.17082397 -28428.73837251 -28433.65516327 -28436.83558784 -28435.70574368 -28429.13292691 -28435.73389977 -28439.46300879 -28428.70562588 -28439.24435124 -28428.10243794 -28434.42682314 -28434.75174581 -28432.14185462 -28432.00119455 -28434.685282 -28431.12527027 -28429.3767672 -28430.78397081 -28437.47573504 -28430.19645819 -28431.80460799 -28431.07424337 -28427.71105569 -28430.24196848 -28429.72672243 -28429.36441922 -28428.95691378 -28429.38255078 -28428.61446443 -28434.40257018 -28430.60850277 -28432.49395886 -28435.84775907 -28429.90926108 -28444.58152599 -28442.62165935 -28447.6886569 -28431.42631238 -28460.4599542 -28429.24806831 -28428.64574175 -28433.12627738 -28460.85220208 -28427.79103491 -28428.57874117] manylnprob(): p[0] = [ 1.33838950e+00 2.22515808e+00 9.48825355e-01 -8.68415512e-03 7.33342340e-03 -1.67096516e-05 9.22180702e-01 8.68192147e-01] main(): current acceptance fraction: 39.4841825308 MCMC took 85.627334 sec Running MCMC mcmc-default-064-015-893.pickle manylnprob(): lnp = [-28432.92137902 -28428.83006851 -28430.04120029 -28430.05558155 -28428.01895197 -28432.97447368 -28456.9986968 -28429.78021873 -28435.26706616 -28434.07861123 -28433.15979823 -28441.66099199 -28429.82615203 -28431.49780871 -28429.46685506 -28428.51953858 -28427.67418791 -28434.20694719 -28428.27234848 -28429.570788 -28450.96391531 -28430.23832741 -28432.65287058 -28428.9470692 -28434.62399917 -28442.63159994 -28434.56268482 -28428.50130875 -28428.56596415 -28440.42394791 -28428.60784814 -28437.17036752 -28434.4782611 -28440.83648653 -28446.86004235 -28430.16234408 -28436.39798668 -28429.8925602 -28435.64224738 -28429.77263506 -28444.27713927 -28427.52016197 -28430.09075715 -28428.19119459 -28430.89775515 -28434.09798157 -28445.36424822 -28429.67260311 -28428.57027142 -28433.3742801 -28429.98353742 -28439.03203382 -28428.33398099 -28430.50455224 -28428.77473894 -28429.81409865 -28429.06383379 -28447.4119384 -28431.12167793 -28441.60328448 -28430.277775 -28429.01714464 -28428.53847026 -28428.15833362] manylnprob(): p[0] = [ 1.33499905e+00 2.21858058e+00 9.44326733e-01 -8.64803952e-03 7.48829452e-03 5.90764696e-05 9.22095619e-01 8.58450147e-01] main(): current acceptance fraction: 39.4907019016 MCMC took 85.420203 sec Running MCMC mcmc-default-064-015-894.pickle manylnprob(): lnp = [-28447.79754683 -28436.64597426 -28435.6714267 -28438.20022455 -28427.85991658 -28432.35806351 -28432.01022853 -28446.7133286 -28436.18024118 -28436.97362077 -28440.70999657 -28431.02790115 -28431.70910473 -28460.62263825 -28427.5735711 -28428.44151459 -28427.89558119 -28432.9348661 -28432.7275908 -28459.70357156 -28447.05596614 -28435.71417257 -28427.90661255 -28427.69652555 -28437.22253317 -28440.6106712 -28428.40985868 -28428.19450172 -28428.01395547 -28438.2318051 -28431.61023288 -28431.52204074 -28441.74625337 -28445.24106327 -28430.13180217 -28431.4756151 -28430.40114623 -28431.19074977 -28436.88250794 -28431.67234351 -28442.63524686 -28430.02971451 -28429.16602118 -28430.98054118 -28430.79494773 -28433.429039 -28446.23810861 -28427.81231614 -28431.88720606 -28431.26219217 -28433.00895371 -28436.44734085 -28429.55609348 -28432.50137395 -28429.20207373 -28435.11402358 -28429.28002257 -28446.91968578 -28433.28099983 -28443.74277072 -28428.07967326 -28428.70528122 -28428.98521302 -28430.62375458] manylnprob(): p[0] = [ 1.33504776e+00 2.21800816e+00 9.43375784e-01 -8.57177428e-03 7.65227638e-03 1.36245084e-04 9.22013276e-01 8.57323991e-01] main(): current acceptance fraction: 39.4849860335 MCMC took 85.795911 sec Running MCMC mcmc-default-064-015-895.pickle manylnprob(): lnp = [-28431.39610685 -28428.44153868 -28435.79268841 -28477.35076432 -28428.33934511 -28435.96371395 -28458.35597229 -28432.47581572 -28436.64597939 -28430.25707047 -28443.48138824 -28430.42187355 -28438.65808852 -28431.62882212 -28427.04383232 -28427.93669264 -28430.6871309 -28428.47594598 -28428.13103826 -28429.55383556 -28430.79003821 -28436.1967734 -28428.41841763 -28428.8022358 -28455.69703767 -28434.10380658 -28437.37915719 -28427.96342096 -28429.50286621 -28431.9210005 -28426.89970278 -28442.88032074 -28437.35238004 -28429.45828953 -28434.38732142 -28429.51482579 -28430.26402346 -28432.44084155 -28444.25141839 -28429.66055036 -28451.65722304 -28446.94316505 -28427.00919447 -28454.05317348 -28428.52472647 -28434.5373513 -28439.9711383 -28433.00324135 -28439.14466507 -28436.05592729 -28455.69808616 -28442.67571702 -28427.83127097 -28448.95509159 -28432.74567405 -28429.63094246 -28431.09073334 -28430.40971984 -28453.12807637 -28439.68427119 -28427.81266972 -28429.46517873 -28431.96095328 -28428.61325967] manylnprob(): p[0] = [ 1.33690270e+00 2.22247273e+00 9.46860723e-01 -8.64456962e-03 7.45003270e-03 4.70815091e-05 9.21116238e-01 8.61595714e-01] main(): current acceptance fraction: 39.4845145089 MCMC took 85.521101 sec Running MCMC mcmc-default-064-015-896.pickle manylnprob(): lnp = [-28428.92271758 -28428.25366289 -28430.09517259 -28430.60111077 -28430.00231095 -28429.70162707 -28438.79568647 -28429.07719404 -28435.62422062 -28429.45541217 -28438.3315093 -28434.360153 -28437.67147493 -28437.90267733 -28427.34770908 -28427.97569583 -28432.54579381 -28430.62020539 -28427.93087124 -28440.24761362 -28430.82661805 -28433.46283803 -28428.31413296 -28436.39443662 -28430.77257504 -28432.44470999 -28427.98013573 -28428.00863768 -28430.96120339 -28452.07372715 -28428.33876605 -28438.92230218 -28441.21701466 -28430.68662556 -28440.87461323 -28434.90171382 -28428.85825936 -28443.70477849 -28427.65622131 -28430.33878284 -28446.32133277 -28428.15951038 -28435.2209879 -28430.66380119 -28434.75473922 -28429.01718979 -28432.00379693 -28429.50325224 -28442.5636648 -28440.97598672 -28453.88492798 -28481.59054148 -28428.3091238 -28437.24083021 -28441.42919697 -28429.21391507 -28428.89304017 -28429.11890236 -28449.39386847 -28429.21486093 -28428.56447182 -28429.8729368 -28429.07168922 -28430.59677009] manylnprob(): p[0] = [ 1.33935252e+00 2.22794695e+00 9.50562633e-01 -8.66314283e-03 7.35001573e-03 -1.66083781e-06 9.20688057e-01 8.56328715e-01] main(): current acceptance fraction: 39.4753344482 MCMC took 85.780925 sec Running MCMC mcmc-default-064-015-897.pickle manylnprob(): lnp = [-28450.38513319 -28430.68606611 -28428.65861068 -28430.55048977 -28430.25624078 -28456.79814909 -28441.54839237 -28430.57374996 -28436.5446413 -28442.85865778 -28428.1495639 -28428.11863934 -28445.87012261 -28440.45665323 -28429.88914288 -28428.81012776 -28427.97845635 -28429.77751362 -28428.10022318 -28429.18832288 -28432.36493034 -28457.66835495 -28429.11869626 -28431.65823066 -28434.12556403 -28432.92138016 -28446.36383736 -28436.06293961 -28431.52409898 -28430.25890887 -28428.32683512 -28449.33606685 -28429.74780388 -28436.962058 -28451.70867189 -28429.5514315 -28429.11364454 -28430.87197332 -28429.44452585 -28450.09909826 -28429.46748146 -28431.2611818 -28429.09856198 -28428.60090975 -28429.92536073 -28433.52749552 -28440.72700329 -28443.47599866 -28427.77415293 -28430.24859116 -28431.56467939 -28445.65202405 -28428.23031927 -28433.27614145 -28448.99212831 -28434.08877785 -28437.04622993 -28434.11327901 -28431.59029289 -28439.64534433 -28429.15688587 -28433.12924445 -28437.32199916 -28429.98263063] manylnprob(): p[0] = [ 1.33357038e+00 2.21569031e+00 9.42155419e-01 -8.55413346e-03 7.67287372e-03 1.55610100e-04 9.18286583e-01 8.59899727e-01] main(): current acceptance fraction: 39.4731347439 MCMC took 84.781996 sec Running MCMC mcmc-default-064-015-898.pickle manylnprob(): lnp = [-28456.11937907 -28428.3530007 -28440.54024335 -28431.5365344 -28445.45188578 -28433.09839585 -28438.76398 -28427.11710921 -28441.05415443 -28441.80427494 -28436.84184403 -28442.75651161 -28455.33799302 -28428.7524586 -28430.17497921 -28428.2290032 -28441.01054318 -28428.52244506 -28435.00629772 -28433.1738205 -28452.36648161 -28442.88949697 -28428.29252729 -28439.11010178 -28428.48967739 -28445.05173136 -28429.26616726 -28435.87805979 -28433.4219983 -28434.98145578 -28428.34782582 -28455.35442291 -28433.36025033 -28429.45313009 -28428.20664806 -28429.73276743 -28435.90927989 -28430.7696894 -28430.32470031 -28435.15114431 -28460.3565376 -28438.70881789 -28428.05572336 -28445.59173461 -28433.08548013 -28427.90394047 -28431.26530912 -28435.22953609 -28427.92634885 -28429.88790017 -28435.53066388 -28461.48970471 -28428.69043987 -28433.69232489 -28449.60046013 -28429.0991582 -28431.94987665 -28429.25899293 -28439.08194584 -28440.04281335 -28428.09532678 -28429.47066894 -28431.86230137 -28432.05715291] manylnprob(): p[0] = [ 1.33337803e+00 2.21441436e+00 9.40978250e-01 -8.58422088e-03 7.64561870e-03 1.38827530e-04 9.11649863e-01 8.47208769e-01] main(): current acceptance fraction: 39.4657258065 MCMC took 85.053688 sec Running MCMC mcmc-default-064-015-899.pickle manylnprob(): lnp = [-28429.32086589 -28441.66033438 -28431.72111065 -28434.09359031 -28429.95700703 -28430.16455526 -28433.63712571 -28433.80720963 -28438.79894407 -28429.95331049 -28443.06889875 -28465.52228684 -28433.51298872 -28436.40105406 -28427.88779977 -28434.03375158 -28430.71470668 -28428.7316499 -28427.53770308 -28454.10120019 -28428.8445718 -28435.26388598 -28431.52228484 -28431.00073108 -28429.59330048 -28440.6329721 -28443.71259189 -28428.55269669 -28442.20605013 -28432.32007326 -28441.33227475 -28431.6146306 -28453.17304192 -28445.34526799 -28431.14894451 -28429.52777517 -28435.21902082 -28434.23295761 -28428.37424207 -28429.65660449 -28432.61504137 -28431.19093515 -28441.31667382 -28442.3769994 -28457.1344098 -28427.98776211 -28429.17951954 -28429.2801791 -28431.05577384 -28431.00267961 -28431.6831806 -28438.11237147 -28438.42714067 -28438.14113817 -28432.18243107 -28430.00726307 -28444.32812808 -28484.37726017 -28448.70060091 -28429.304712 -28430.5249729 -28429.54872762 -28427.65714342 -28430.62045827] manylnprob(): p[0] = [ 1.34059675e+00 2.22988643e+00 9.51989346e-01 -8.61670434e-03 7.42470819e-03 4.10001982e-05 9.22615204e-01 8.69697752e-01] main(): current acceptance fraction: 39.4635416667 MCMC took 85.534545 sec Plotting trajectory traj-default-064-015-900.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-900.png Running MCMC mcmc-default-064-015-900.pickle manylnprob(): lnp = [-28445.53365104 -28444.46284011 -28441.97512806 -28430.94026308 -28447.03524548 -28433.4465019 -28453.68458904 -28428.84379499 -28445.60948339 -28440.05714224 -28446.18491426 -28431.24150488 -28432.54174776 -28427.78605846 -28432.35033861 -28427.22196546 -28430.44398749 -28428.78516495 -28429.25775488 -28429.408485 -28428.50173379 -28435.92917524 -28445.04710629 -28429.79935982 -28427.9966866 -28437.58321238 -28439.8071358 -28427.40430102 -28433.45521209 -28437.08371468 -28428.64876735 -28436.82405168 -28432.67237231 -28450.91540976 -28437.64621037 -28428.09583479 -28429.68227154 -28431.87648461 -28427.74514385 -28429.03674943 -28430.84772136 -28430.07192786 -28429.05919617 -28443.51498703 -28443.72954797 -28428.01279507 -28431.29325907 -28430.65738263 -28441.39082654 -28430.1506699 -28431.52452307 -28431.75002784 -28430.24323128 -28431.80882258 -28429.18088578 -28435.29410133 -28430.15790602 -28439.80239112 -28429.651588 -28428.22475283 -28428.70097554 -28428.1896364 -28436.08852186 -28428.5813185 ] manylnprob(): p[0] = [ 1.34097697e+00 2.23002444e+00 9.51111654e-01 -8.54220946e-03 7.57293466e-03 1.29444083e-04 9.27984303e-01 8.79663438e-01] main(): current acceptance fraction: 39.4648307436 MCMC took 86.176406 sec Running MCMC mcmc-default-064-015-901.pickle manylnprob(): lnp = [-28432.70227254 -28429.9612967 -28428.55326326 -28444.34538434 -28456.1887722 -28432.20291635 -28434.4646118 -28440.36834839 -28448.64585388 -28429.62571365 -28427.82369731 -28440.20042931 -28429.54763346 -28429.48651577 -28441.58782875 -28427.0972466 -28438.84315636 -28429.55372856 -28428.30695785 -28434.45078003 -28428.7973724 -28443.20243751 -28431.21454393 -28430.81548375 -28427.73335818 -28440.29487963 -28429.36053152 -28434.249027 -28432.81377262 -28459.50742249 -28427.92377649 -28452.95635034 -28439.9891715 -28451.16341031 -28433.66502726 -28427.91876771 -28429.81056069 -28430.5500889 -28427.72480102 -28429.09405946 -28442.41698849 -28443.42692914 -28430.47396474 -28428.49144312 -28431.34901685 -28428.28753413 -28428.90504629 -28442.73235181 -28429.32920782 -28428.68750387 -28432.43425607 -28436.00056165 -28431.53221191 -28436.98404143 -28435.90201489 -28440.75008154 -28436.22245235 -28429.10247425 -28428.17699596 -28431.79747346 -28428.35822449 -28440.6655245 -28428.38950763 -28428.54402142] manylnprob(): p[0] = [ 1.33711311e+00 2.22280577e+00 9.46976421e-01 -8.63228424e-03 7.47021244e-03 6.13910531e-05 9.22117561e-01 8.63631484e-01] main(): current acceptance fraction: 39.4609201774 MCMC took 85.497895 sec Running MCMC mcmc-default-064-015-902.pickle manylnprob(): lnp = [-28430.65848477 -28429.16259746 -28428.24144046 -28429.64417553 -28445.59657812 -28430.95919217 -28429.2521223 -28428.96484674 -28436.84207678 -28431.25348683 -28429.58607114 -28438.05407233 -28446.38125795 -28429.15035734 -28428.79421752 -28428.32020318 -28432.92597511 -28428.00490268 -28429.17424758 -28428.11280065 -28434.12806701 -28433.57475157 -28435.04126389 -28443.43845755 -28426.59883664 -28433.99516866 -28443.2625902 -28428.70877643 -28442.87085502 -28435.04788675 -28442.58191065 -28452.37844378 -28430.17304307 -28430.08342182 -28437.37028195 -28429.44669626 -28440.41013328 -28432.61407054 -28427.87573874 -28429.56153285 -28452.90513841 -28450.4684351 -28445.90377193 -28438.57255664 -28430.98377828 -28427.67656699 -28429.09916543 -28453.12899023 -28430.43691982 -28429.20979032 -28432.51589664 -28447.73422538 -28448.03286008 -28429.8377884 -28437.59749215 -28428.35751468 -28428.86211997 -28428.72557187 -28428.4019547 -28429.84382965 -28427.5540442 -28432.74637763 -28427.73620246 -28437.00201393] manylnprob(): p[0] = [ 1.33836660e+00 2.22522459e+00 9.48687958e-01 -8.65453150e-03 7.39514244e-03 2.23300693e-05 9.22120798e-01 8.66587643e-01] main(): current acceptance fraction: 39.4674003322 MCMC took 85.47693 sec Running MCMC mcmc-default-064-015-903.pickle manylnprob(): lnp = [-28429.64882298 -28432.76692204 -28429.68779186 -28447.40302514 -28428.47046741 -28429.16832347 -28443.11039102 -28427.99328547 -28437.22441574 -28428.39294733 -28432.49823335 -28428.33542245 -28428.71852583 -28433.21931459 -28428.34567867 -28429.00848049 -28431.55992524 -28428.24394686 -28429.39555824 -28427.77391265 -28429.59417683 -28433.48804596 -28431.13188026 -28431.51804557 -28428.90216405 -28447.01403126 -28427.52009918 -28437.29645109 -28449.99775031 -28430.42922515 -28439.01307963 -28483.500942 -28440.64724759 -28454.09984619 -28436.18375616 -28427.94528864 -28427.38348263 -28429.37403655 -28433.93400693 -28429.93585421 -28443.77447472 -28445.39371171 -28457.01703222 -28452.83367681 -28431.22557242 -28427.94801456 -28441.93553941 -28430.74918681 -28430.18828775 -28428.23950372 -28434.39164075 -28443.01029305 -28429.44195329 -28428.00576646 -28430.83574431 -28437.57269689 -28429.42986586 -28429.02070686 -28453.97407977 -28445.94265819 -28428.68576919 -28443.56330728 -28428.44347063 -28436.46181736] manylnprob(): p[0] = [ 1.33896699e+00 2.22735945e+00 9.50316722e-01 -8.73112793e-03 7.25110504e-03 -4.60923792e-05 9.25216023e-01 8.65689616e-01] main(): current acceptance fraction: 39.4652240044 MCMC took 84.870889 sec Running MCMC mcmc-default-064-015-904.pickle manylnprob(): lnp = [-28429.92692788 -28429.91409732 -28431.57227385 -28435.77161323 -28438.08376956 -28428.41658213 -28429.34992991 -28428.72429341 -28435.02180433 -28429.83824241 -28428.17489118 -28445.95346714 -28441.01398143 -28449.9297384 -28429.43100785 -28429.58040672 -28433.9191445 -28427.89429636 -28432.9882279 -28426.98821688 -28438.36392628 -28432.89787196 -28441.85808392 -28446.13728637 -28427.72386429 -28434.10696574 -28428.99894738 -28428.66197086 -28446.85335257 -28431.16987346 -28427.33136312 -28428.36448309 -28431.47757547 -28459.47229565 -28455.69932907 -28431.87787044 -28446.21431242 -28458.69848814 -28453.31381404 -28466.92992631 -28430.08078018 -28429.08180889 -28429.98119423 -28428.57496955 -28432.44895866 -28427.8281721 -28428.36908312 -28429.61609092 -28430.18341678 -28428.5574074 -28432.02523329 -28459.51287311 -28428.33134152 -28429.16646156 -28448.2583494 -28471.97483801 -28431.70506405 -28442.58797745 -28429.22940681 -28450.20936097 -28428.92175514 -28429.68619762 -28429.15971022 -28429.61146472] manylnprob(): p[0] = [ 1.34027270e+00 2.22925542e+00 9.51300097e-01 -8.65942789e-03 7.34883880e-03 -9.35169190e-07 9.22668223e-01 8.60873614e-01] main(): current acceptance fraction: 39.4699585635 MCMC took 85.896657 sec Running MCMC mcmc-default-064-015-905.pickle manylnprob(): lnp = [-28439.38864583 -28441.35388066 -28441.76408426 -28431.01041998 -28433.10476518 -28428.63809814 -28444.42340632 -28428.90807772 -28430.76589554 -28443.0559464 -28430.71566298 -28448.97628843 -28429.34176707 -28441.70349685 -28433.44084348 -28429.65735197 -28432.02000105 -28428.63981 -28450.75169144 -28427.5949839 -28429.65560917 -28434.17004787 -28440.81391615 -28433.99348894 -28428.47943737 -28439.5169948 -28429.30259879 -28430.65691945 -28438.52717908 -28443.50527311 -28427.82904781 -28430.42008052 -28432.95615916 -28449.99464323 -28430.84216376 -28429.31391567 -28433.67772838 -28437.40706752 -28444.0532468 -28431.24655919 -28444.53932289 -28438.81894443 -28435.86531314 -28427.98923398 -28436.82268273 -28427.69905803 -28428.06156129 -28439.27931108 -28466.45390811 -28427.51975541 -28430.59679782 -28430.90715864 -28428.09805112 -28429.55268641 -28431.08381881 -28429.39336554 -28430.29608571 -28429.20996139 -28443.211085 -28428.26303057 -28428.92833996 -28430.22360164 -28427.88238094 -28428.90988563] manylnprob(): p[0] = [ 1.33751195e+00 2.22312015e+00 9.46783693e-01 -8.63156608e-03 7.47030308e-03 6.06858954e-05 9.21004406e-01 8.82682154e-01] main(): current acceptance fraction: 39.46950883 MCMC took 86.16493 sec Running MCMC mcmc-default-064-015-906.pickle manylnprob(): lnp = [-28428.82627016 -28438.54334746 -28431.19213769 -28428.84814407 -28442.50389155 -28428.54022786 -28428.76580498 -28428.77636576 -28464.64279274 -28431.87320823 -28442.02031536 -28429.25095138 -28428.00046619 -28434.21784292 -28429.80529019 -28429.58314924 -28428.37085043 -28428.77443597 -28429.60085429 -28441.72968222 -28433.3305436 -28434.20618502 -28429.42705672 -28430.06548491 -28427.98414331 -28451.06689465 -28427.64917045 -28430.76950603 -28454.79589581 -28429.65865408 -28427.62378342 -28449.17068147 -28441.62699627 -28431.43493644 -28439.50559833 -28430.23857032 -28429.17099978 -28438.8839115 -28429.91101913 -28441.58276999 -28439.10292422 -28430.29099431 -28428.81098654 -28429.00235417 -28431.85792116 -28430.79865954 -28430.25914867 -28429.79388227 -28442.56729442 -28432.57988739 -28430.45341983 -28430.33837506 -28443.0128891 -28439.78530881 -28428.64251611 -28428.99094672 -28440.4757768 -28442.00346198 -28429.3309707 -28441.89031169 -28428.91213653 -28434.15861158 -28433.58558128 -28433.74896548] manylnprob(): p[0] = [ 1.33942426e+00 2.22786255e+00 9.50626469e-01 -8.69653799e-03 7.32156900e-03 -2.44154656e-05 9.20943976e-01 8.53283877e-01] main(): current acceptance fraction: 39.460446527 MCMC took 85.545254 sec Running MCMC mcmc-default-064-015-907.pickle manylnprob(): lnp = [-28433.80514665 -28430.30158911 -28430.89440387 -28428.8007065 -28435.09991578 -28430.01146811 -28428.58075512 -28450.57289276 -28430.85695361 -28431.79652831 -28443.29050297 -28445.03617262 -28429.25024298 -28437.30008044 -28442.58624031 -28429.65271059 -28435.35444232 -28427.87209718 -28445.19210147 -28428.08510922 -28429.57574153 -28434.25222431 -28436.46188546 -28439.53100753 -28428.41193516 -28433.15140089 -28428.44318418 -28434.13523775 -28450.7084195 -28431.16927765 -28427.86133666 -28429.43433705 -28441.18830509 -28445.75414965 -28430.58382812 -28439.23401079 -28427.58017543 -28433.14973427 -28443.84453962 -28433.08981638 -28447.58435537 -28440.06038983 -28427.29059138 -28447.21559258 -28431.19115152 -28430.80618983 -28431.49479462 -28427.74464359 -28430.98599298 -28427.91302435 -28428.51161031 -28430.43425238 -28431.55117227 -28428.28122741 -28428.73614068 -28429.21329626 -28430.10836622 -28429.97903386 -28430.65699559 -28428.7918856 -28429.01482214 -28454.66529975 -28430.33217767 -28438.54932707] manylnprob(): p[0] = [ 1.33998028e+00 2.22802283e+00 9.50279482e-01 -8.58844253e-03 7.47808493e-03 7.49744377e-05 9.22579338e-01 8.66638170e-01] main(): current acceptance fraction: 39.4668915198 MCMC took 85.754293 sec Running MCMC mcmc-default-064-015-908.pickle manylnprob(): lnp = [-28433.5699787 -28433.35590326 -28430.89349152 -28457.2933439 -28448.83489269 -28428.94435463 -28428.30109521 -28435.74461939 -28441.50153039 -28429.4492826 -28453.73015253 -28440.76083594 -28428.76108381 -28434.04864294 -28434.50672068 -28430.67110902 -28434.79877198 -28427.62940447 -28429.64902907 -28427.74034452 -28429.09867046 -28433.69471913 -28445.16655528 -28429.13296473 -28427.58692706 -28431.14346395 -28434.88482824 -28436.98140322 -28433.38350581 -28443.63836884 -28427.78165461 -28439.56799509 -28431.05825632 -28443.53712849 -28441.94784545 -28431.65290635 -28432.74980596 -28434.29554693 -28429.0850147 -28440.91827635 -28428.37042279 -28445.05534606 -28429.60287091 -28428.52784747 -28435.21905094 -28431.61536808 -28441.31134358 -28431.02047766 -28427.96763687 -28432.07799972 -28432.65925799 -28435.94742261 -28431.15346162 -28429.22295357 -28427.38970002 -28438.88446836 -28448.9443368 -28455.39259628 -28431.59924995 -28429.50647128 -28429.00306458 -28429.12041642 -28433.38276534 -28429.54405066] manylnprob(): p[0] = [ 1.34152398e+00 2.23106882e+00 9.52304011e-01 -8.60746297e-03 7.42880516e-03 4.91761275e-05 9.22534680e-01 8.66383743e-01] main(): current acceptance fraction: 39.4630088009 MCMC took 85.891081 sec Running MCMC mcmc-default-064-015-909.pickle manylnprob(): lnp = [-28433.14854775 -28441.6097098 -28436.03354319 -28439.002554 -28454.43940951 -28428.48088688 -28428.78486393 -28432.59123547 -28444.32908097 -28432.14549169 -28446.2888685 -28435.98493398 -28428.40483857 -28468.84001834 -28429.77559831 -28443.96692261 -28453.01888681 -28439.98295911 -28429.46787966 -28428.78358482 -28444.38132084 -28433.65433771 -28461.32082566 -28432.5172201 -28428.48944808 -28427.94341175 -28430.45770467 -28430.04557476 -28432.2931133 -28454.45630023 -28427.7743192 -28429.32004215 -28439.65168337 -28444.26165486 -28451.34924788 -28431.29772831 -28427.73389219 -28428.79758323 -28429.51661745 -28444.20375929 -28429.35961624 -28429.03212943 -28444.68076982 -28445.07012561 -28430.18909526 -28434.23154826 -28434.5211604 -28434.889735 -28432.88330833 -28433.74368223 -28430.03387025 -28427.40110709 -28428.31237551 -28429.29377046 -28428.90709747 -28429.28838574 -28429.39259259 -28442.94870366 -28467.97836358 -28429.37035 -28432.31972549 -28433.8391396 -28430.6295025 -28428.83136477] manylnprob(): p[0] = [ 1.33820508e+00 2.22457901e+00 9.48143003e-01 -8.62833562e-03 7.45108956e-03 4.83196162e-05 9.20515423e-01 8.68179640e-01] main(): current acceptance fraction: 39.4591346154 MCMC took 85.824473 sec Plotting trajectory traj-default-064-015-910.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-910.png Running MCMC mcmc-default-064-015-910.pickle manylnprob(): lnp = [-28429.32351349 -28429.69476638 -28434.33266045 -28428.83570227 -28435.81865198 -28429.09187701 -28428.33461101 -28467.61721829 -28442.61453109 -28429.8894755 -28431.05279115 -28429.9206698 -28428.54336542 -28436.73846817 -28434.60103257 -28430.12008036 -28438.90270063 -28431.39973014 -28429.23325562 -28430.17233093 -28434.04607299 -28451.25198359 -28431.20835159 -28428.87058971 -28428.64433845 -28432.07342074 -28439.41405856 -28429.06134108 -28431.49871515 -28453.87040042 -28435.99869335 -28446.93667742 -28429.56719877 -28451.83689668 -28444.93851025 -28433.83268764 -28428.32572078 -28433.04396352 -28437.70528195 -28434.51324085 -28435.62182876 -28427.92176272 -28439.47952357 -28439.63319338 -28429.66267371 -28444.88585643 -28429.30328817 -28427.15805049 -28451.29005656 -28429.24068514 -28429.36031681 -28438.17880729 -28427.88429934 -28428.43408125 -28428.48773382 -28429.92756689 -28428.97688851 -28428.43303738 -28431.18222957 -28436.67351011 -28436.04250687 -28431.72553139 -28429.90729941 -28435.48811183] manylnprob(): p[0] = [ 1.33930901e+00 2.22757509e+00 9.50415225e-01 -8.69196046e-03 7.32958644e-03 -1.93215120e-05 9.21072217e-01 8.54733615e-01] main(): current acceptance fraction: 39.4432628979 MCMC took 85.157584 sec Running MCMC mcmc-default-064-015-911.pickle manylnprob(): lnp = [-28430.10035795 -28429.34763667 -28429.73472302 -28429.46310133 -28460.08308535 -28440.82461307 -28428.94049889 -28461.89390017 -28448.49130865 -28429.218875 -28446.3856532 -28453.71707301 -28454.14582474 -28462.94333125 -28429.11453603 -28429.91536883 -28438.96531455 -28442.6790912 -28433.39713291 -28432.25167702 -28431.4100595 -28445.06296483 -28430.45506025 -28439.49480315 -28428.14897919 -28427.90470557 -28429.76333515 -28429.84309249 -28433.81776946 -28432.05742474 -28427.62122783 -28432.22270156 -28429.80588811 -28440.05982548 -28435.69675814 -28447.2594331 -28430.50876494 -28433.66099272 -28429.15609675 -28437.23389231 -28449.10492648 -28430.86533721 -28438.53630106 -28428.19171012 -28429.35502467 -28444.72528009 -28441.27533482 -28428.10155161 -28427.85961534 -28463.02854802 -28446.59537349 -28447.53619503 -28430.47679488 -28430.70858903 -28429.20578821 -28429.79880283 -28428.7572525 -28446.88128557 -28438.76218002 -28431.19694304 -28434.74791927 -28428.94056307 -28429.32397113 -28428.59085245] manylnprob(): p[0] = [ 1.33897021e+00 2.22657428e+00 9.49684507e-01 -8.69306650e-03 7.31612290e-03 -1.73114058e-05 9.23296080e-01 8.64987696e-01] main(): current acceptance fraction: 39.4359923246 MCMC took 85.824993 sec Running MCMC mcmc-default-064-015-912.pickle manylnprob(): lnp = [-28428.9404617 -28428.22343565 -28428.78949998 -28432.89316287 -28445.29268254 -28434.22421064 -28441.19659591 -28432.1342755 -28437.68218439 -28430.79783708 -28444.70695784 -28433.89402296 -28442.97291848 -28442.08097065 -28430.25996568 -28434.93258222 -28455.9502504 -28430.81484766 -28427.68451381 -28458.82013566 -28431.01972062 -28430.76057787 -28471.05538352 -28432.93508524 -28430.43858839 -28427.24962179 -28436.09162247 -28428.73924853 -28429.48786139 -28430.03267312 -28429.15480538 -28455.15675054 -28448.73411411 -28452.95753883 -28428.56790148 -28428.77563725 -28429.491002 -28449.3288872 -28428.46742763 -28440.52801932 -28436.46402403 -28444.47877789 -28428.24173874 -28441.84229348 -28440.12599362 -28442.74972463 -28428.75314642 -28427.52062887 -28427.21201849 -28445.98354985 -28431.64080136 -28430.51678871 -28429.81806665 -28430.53353183 -28446.35950863 -28429.11732104 -28429.10355245 -28430.69777275 -28428.3973364 -28428.89492458 -28431.86078225 -28429.95231882 -28451.35740263 -28429.54683728] manylnprob(): p[0] = [ 1.33856515e+00 2.22593356e+00 9.49330221e-01 -8.68544905e-03 7.33379501e-03 -6.23382312e-06 9.22479716e-01 8.61428798e-01] main(): current acceptance fraction: 39.4236035049 MCMC took 85.238627 sec Running MCMC mcmc-default-064-015-913.pickle manylnprob(): lnp = [-28429.82573637 -28435.11903142 -28433.64097154 -28428.31164477 -28429.54229706 -28429.52572137 -28433.11856198 -28429.53534077 -28429.15858965 -28429.75090984 -28438.9524732 -28428.89937721 -28428.88408523 -28450.22492099 -28430.18142107 -28441.95723132 -28439.9159778 -28430.85543847 -28435.17407212 -28449.23815101 -28432.58260698 -28447.48589615 -28435.27328407 -28428.91283935 -28430.02388898 -28432.16152426 -28435.56137087 -28441.0909512 -28439.85538204 -28429.71084814 -28428.10712016 -28435.24216671 -28432.63513786 -28428.3958556 -28430.00240262 -28427.66029113 -28436.33177249 -28434.78241977 -28428.28108955 -28429.51502351 -28428.38398972 -28428.82657198 -28429.03271706 -28427.78033724 -28428.56844746 -28449.53096915 -28427.7789882 -28429.0108878 -28427.2092367 -28431.75809868 -28428.49388416 -28439.53804217 -28430.94352079 -28435.78655917 -28430.49523627 -28429.75697871 -28429.11051281 -28431.98251841 -28429.82925961 -28428.94004549 -28435.10497978 -28459.99852086 -28434.38924905 -28428.98770129] manylnprob(): p[0] = [ 1.33753858e+00 2.22433256e+00 9.48740904e-01 -8.72847641e-03 7.29423718e-03 -2.32585330e-05 9.24099207e-01 8.70900198e-01] main(): current acceptance fraction: 39.4266274617 MCMC took 85.821757 sec Running MCMC mcmc-default-064-015-914.pickle manylnprob(): lnp = [-28428.73099412 -28452.05335097 -28428.38165995 -28450.0872787 -28429.45071973 -28429.30196783 -28435.23924704 -28444.31618471 -28430.74733689 -28429.63679732 -28453.67680308 -28428.05451415 -28435.41165768 -28430.19515963 -28437.98996959 -28449.4212757 -28466.15198214 -28437.59737386 -28435.7797437 -28431.80849612 -28430.96632238 -28432.32204871 -28453.34466983 -28429.71892029 -28429.95580414 -28431.85712115 -28427.73593964 -28429.8245882 -28431.4111414 -28454.65118637 -28440.73677322 -28435.49096084 -28462.2885877 -28455.91537217 -28437.39212677 -28438.70324723 -28429.42798662 -28429.28181872 -28435.10269587 -28433.77971792 -28431.75367001 -28429.31921791 -28428.87559583 -28427.18063392 -28429.29514056 -28431.12063057 -28428.84141341 -28427.79931943 -28427.54661987 -28428.02789025 -28432.67717379 -28430.82432316 -28429.26132144 -28437.791036 -28431.35350335 -28430.5853601 -28434.51846425 -28446.64460433 -28435.42138859 -28440.26555418 -28459.93230255 -28431.9976772 -28447.63127468 -28432.8949471 ] manylnprob(): p[0] = [ 1.33459159e+00 2.21786834e+00 9.44419124e-01 -8.70679522e-03 7.35206484e-03 -1.07430158e-05 9.22467231e-01 8.65369463e-01] main(): current acceptance fraction: 39.4211065574 MCMC took 85.655163 sec Running MCMC mcmc-default-064-015-915.pickle manylnprob(): lnp = [-28452.36056851 -28483.71979093 -28433.84243674 -28448.55084255 -28431.77656896 -28429.50315971 -28427.32254018 -28428.08275993 -28437.43310585 -28441.97023648 -28446.47231028 -28443.30151263 -28428.66110943 -28436.65760787 -28440.99744999 -28440.1445345 -28435.91779288 -28435.34739966 -28438.25632198 -28445.40073609 -28430.56324652 -28440.23820772 -28439.70587933 -28429.0573907 -28440.55701026 -28428.68914084 -28429.72932333 -28428.22621198 -28451.77776764 -28436.04743666 -28428.9832513 -28440.31459484 -28439.27088682 -28429.73385182 -28429.83169436 -28439.69371399 -28429.38199979 -28428.49328385 -28428.30787341 -28428.79751262 -28428.89016211 -28428.9590939 -28429.08604419 -28427.75023167 -28438.87343164 -28439.7600916 -28427.59174248 -28436.47149159 -28428.9259504 -28441.097098 -28460.57378521 -28438.66104679 -28444.62412314 -28435.04812654 -28448.58088904 -28429.78056866 -28428.61713178 -28431.67375341 -28449.52386938 -28427.99295383 -28438.54447716 -28429.25360224 -28442.81982183 -28431.59961054] manylnprob(): p[0] = [ 1.33923811e+00 2.22641021e+00 9.48519955e-01 -8.69174615e-03 7.26090877e-03 -2.59038377e-06 9.34953679e-01 8.65161149e-01] main(): current acceptance fraction: 39.4121861354 MCMC took 86.111546 sec Running MCMC mcmc-default-064-015-916.pickle manylnprob(): lnp = [-28436.42256269 -28481.26065847 -28428.29891067 -28429.52659178 -28459.08542584 -28428.20124213 -28427.16379541 -28430.04854991 -28437.2421496 -28447.9989617 -28430.30761838 -28445.10196051 -28449.21429341 -28434.74865729 -28429.20359922 -28430.67600162 -28441.89116236 -28434.55762355 -28456.01861944 -28450.01883532 -28430.92198958 -28429.09681029 -28429.51137132 -28428.94122971 -28429.85194427 -28428.09977296 -28458.2420522 -28429.25855862 -28435.75579904 -28429.08723995 -28441.42362667 -28428.99928862 -28465.26073591 -28452.63856066 -28428.90735583 -28427.73339195 -28428.68070165 -28430.50595692 -28428.47907475 -28428.27716617 -28427.91380787 -28428.03548171 -28439.79721464 -28427.92780695 -28438.9637507 -28436.37766598 -28431.9400276 -28427.9623963 -28428.84361577 -28433.89164599 -28429.11421005 -28430.45933733 -28436.49418454 -28428.9702119 -28428.51045795 -28442.12057668 -28438.54188345 -28429.47318589 -28429.9722535 -28436.5750119 -28431.80913546 -28429.41173136 -28430.58019228 -28447.4815653 ] manylnprob(): p[0] = [ 1.34645326e+00 2.24213977e+00 9.59097424e-01 -8.62531441e-03 7.33975466e-03 2.59437424e-05 9.24495081e-01 8.66521123e-01] main(): current acceptance fraction: 39.4169165758 MCMC took 85.559059 sec Running MCMC mcmc-default-064-015-917.pickle manylnprob(): lnp = [-28428.89534532 -28431.93210456 -28434.21939087 -28428.96994691 -28439.41129118 -28433.43158201 -28429.38133641 -28429.9408751 -28430.39826939 -28439.08761216 -28428.99206204 -28433.52387723 -28432.37029799 -28443.33887201 -28431.63749815 -28445.12238282 -28438.40618694 -28437.1366879 -28434.53418734 -28432.73696689 -28430.22988513 -28431.9489307 -28429.5118692 -28430.07641234 -28429.10140235 -28427.3795648 -28431.49128473 -28431.3611432 -28432.63663104 -28433.96111892 -28443.66525119 -28435.20964863 -28429.3285765 -28430.1690382 -28428.80410531 -28429.14345636 -28431.7360761 -28429.64681366 -28430.02386398 -28435.21152445 -28429.37473047 -28427.98089137 -28428.63519748 -28428.44778689 -28435.04442592 -28430.19796184 -28443.95281169 -28427.97208977 -28448.80855178 -28444.25969372 -28428.79664104 -28430.85733799 -28428.5151433 -28434.55600441 -28427.70827484 -28434.15494662 -28431.24596253 -28456.91866263 -28436.00450516 -28428.80482724 -28433.32207161 -28429.58874099 -28432.25224842 -28430.6975511 ] manylnprob(): p[0] = [ 1.33863893e+00 2.22609421e+00 9.49442836e-01 -8.69316767e-03 7.31794057e-03 -1.49942694e-05 9.22666824e-01 8.61268473e-01] main(): current acceptance fraction: 39.4148284314 MCMC took 85.275702 sec Running MCMC mcmc-default-064-015-918.pickle manylnprob(): lnp = [-28429.60619682 -28429.6459269 -28440.24982337 -28432.65211176 -28430.14854598 -28429.70052974 -28426.82053759 -28460.66877318 -28438.12732031 -28456.16513963 -28431.23708391 -28438.98232288 -28429.63804632 -28446.67816439 -28432.74673457 -28435.63368833 -28449.22466942 -28437.8381868 -28435.13128453 -28442.25863243 -28431.53548816 -28438.31997736 -28427.79194624 -28431.41425359 -28441.48214064 -28431.70144686 -28449.20695308 -28448.95625123 -28433.37887382 -28437.52294773 -28429.74715859 -28428.42594135 -28445.36193654 -28434.33127948 -28429.05402863 -28427.94728957 -28429.88529428 -28430.87284775 -28432.77041128 -28436.54507276 -28429.19770436 -28427.73769262 -28428.90041109 -28427.36566908 -28437.6280888 -28430.84487067 -28430.44034569 -28442.71647192 -28427.85069475 -28437.9776667 -28431.9864042 -28440.87187388 -28429.37539223 -28428.15478878 -28429.81170171 -28427.95093158 -28431.97505007 -28436.9289211 -28448.75795428 -28427.86475719 -28443.68314445 -28428.35592191 -28444.37595942 -28431.66368182] manylnprob(): p[0] = [ 1.33894897e+00 2.22706876e+00 9.50239792e-01 -8.70516819e-03 7.28787087e-03 -2.97031580e-05 9.28063992e-01 8.65432361e-01] main(): current acceptance fraction: 39.4127448313 MCMC took 85.013447 sec Running MCMC mcmc-default-064-015-919.pickle manylnprob(): lnp = [-28428.98319206 -28427.39053187 -28429.91154793 -28472.11818099 -28440.17677368 -28427.4604353 -28436.49214453 -28435.84254888 -28455.62011937 -28435.841154 -28458.60381019 -28452.40550218 -28427.6711733 -28431.31583576 -28436.8885998 -28429.21876254 -28498.99107678 -28437.08836488 -28446.00433407 -28450.09762865 -28430.20323512 -28429.35530392 -28427.56105635 -28430.06547874 -28428.2378844 -28438.69840958 -28433.27902034 -28434.45149876 -28442.01332798 -28428.8896078 -28428.71138898 -28432.88612473 -28428.43737733 -28443.60359844 -28431.38460352 -28428.79896351 -28439.9029461 -28429.12342877 -28437.00635737 -28427.38420675 -28444.2669989 -28428.63916495 -28427.99574889 -28429.39391023 -28430.28741726 -28428.60040672 -28445.6868465 -28427.93428217 -28439.36280216 -28452.06695799 -28452.40649025 -28429.24173556 -28428.45662118 -28430.38076736 -28429.92846033 -28432.44818665 -28433.98482843 -28432.19683299 -28431.04502713 -28441.12746621 -28431.33428052 -28429.10626829 -28432.47715815 -28432.56457598] manylnprob(): p[0] = [ 1.33847564e+00 2.22575594e+00 9.49230839e-01 -8.68546648e-03 7.33537797e-03 -5.61610814e-06 9.22461136e-01 8.61646946e-01] main(): current acceptance fraction: 39.4038722826 MCMC took 85.880203 sec Plotting trajectory traj-default-064-015-920.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-920.png Running MCMC mcmc-default-064-015-920.pickle manylnprob(): lnp = [-28428.28966672 -28430.40737285 -28429.76326987 -28430.36006128 -28448.39132549 -28430.1192826 -28433.32940662 -28437.40597497 -28428.59505379 -28445.3930827 -28431.13608295 -28430.6110191 -28437.90258506 -28430.01276709 -28438.20010034 -28435.4159541 -28431.93060466 -28448.54908589 -28435.32583247 -28447.58898957 -28430.47661387 -28431.31213573 -28434.9452736 -28431.21434611 -28441.91733446 -28432.52892289 -28446.68055315 -28442.79035031 -28433.36855397 -28430.55356322 -28451.51566562 -28428.8830189 -28432.12894632 -28427.86667504 -28459.4095201 -28431.48387325 -28431.7800198 -28430.27027748 -28450.76811974 -28427.18511977 -28437.48186113 -28428.4626781 -28431.18683224 -28428.12341516 -28431.37288922 -28428.46678172 -28429.59486946 -28435.0590004 -28439.06283069 -28429.89163821 -28450.33251608 -28431.34020961 -28455.4585577 -28427.85002486 -28429.31200023 -28429.80084576 -28440.56819567 -28429.47379991 -28430.61038148 -28442.23405976 -28431.69854058 -28434.94589871 -28435.14995844 -28429.17857612] manylnprob(): p[0] = [ 1.33766768e+00 2.22438718e+00 9.48569138e-01 -8.70231901e-03 7.31825430e-03 -1.82911722e-05 9.22968355e-01 8.58980957e-01] main(): current acceptance fraction: 39.4035016287 MCMC took 85.462624 sec Running MCMC mcmc-default-064-015-921.pickle manylnprob(): lnp = [-28433.40374364 -28430.00599536 -28433.0378324 -28438.16353743 -28429.03177966 -28432.16075613 -28437.50690608 -28430.28164198 -28454.63729651 -28429.28064836 -28447.40549701 -28430.01802458 -28439.02931918 -28431.31273749 -28442.89099281 -28429.80239839 -28431.99577316 -28439.29627515 -28429.07129211 -28445.37527408 -28432.2728632 -28427.69353307 -28430.62958555 -28440.79927743 -28441.49411443 -28431.21649024 -28428.92149754 -28435.79217934 -28437.82582172 -28430.33296015 -28441.51023536 -28430.95767418 -28454.28582323 -28430.00707339 -28431.2147687 -28442.50046325 -28439.72438105 -28429.48677341 -28458.55287677 -28427.71973617 -28444.55258723 -28430.15856709 -28482.43960351 -28429.29789148 -28446.0909009 -28432.1527123 -28456.47556663 -28429.06207012 -28428.5193241 -28442.38942082 -28447.28788458 -28435.12180334 -28432.76524007 -28435.64762682 -28428.89476508 -28428.42273668 -28440.50260569 -28428.93309506 -28431.58551122 -28431.70660152 -28430.25077477 -28431.3846305 -28433.1886592 -28428.99069421] manylnprob(): p[0] = [ 1.34442504e+00 2.23797989e+00 9.56604729e-01 -8.61356177e-03 7.38892889e-03 4.45624184e-05 9.23218266e-01 8.65429562e-01] main(): current acceptance fraction: 39.3963530369 MCMC took 89.204215 sec Running MCMC mcmc-default-064-015-922.pickle manylnprob(): lnp = [-28437.68216969 -28435.80771361 -28429.83700214 -28427.82641953 -28436.76286108 -28431.59569514 -28428.97168816 -28430.25153387 -28435.38892518 -28428.96629565 -28428.52803024 -28434.68754865 -28433.35909781 -28431.98766282 -28437.93218713 -28440.78635624 -28428.91852812 -28443.87447115 -28434.94140887 -28460.40409415 -28430.47312484 -28428.06845668 -28429.76656813 -28432.20772199 -28440.89966797 -28429.16141933 -28427.88183351 -28435.64827718 -28451.17211738 -28429.32161589 -28440.365687 -28431.32885726 -28457.88220565 -28429.45119407 -28440.89713229 -28440.01723201 -28432.50101777 -28443.21415689 -28429.65568339 -28429.30545333 -28428.05941943 -28440.96331989 -28429.13678653 -28435.77207463 -28429.83608355 -28430.82191066 -28429.97980587 -28429.30151308 -28438.21756187 -28430.55563427 -28457.0118278 -28440.70010363 -28429.35278333 -28436.82488238 -28444.18918348 -28428.51424576 -28431.93992005 -28428.26385352 -28427.38784094 -28431.10779413 -28433.03594369 -28449.3808726 -28467.81365989 -28441.67685373] manylnprob(): p[0] = [ 1.33696316e+00 2.22275269e+00 9.47226543e-01 -8.68384290e-03 7.35836175e-03 3.88146565e-05 9.34311220e-01 8.54534779e-01] main(): current acceptance fraction: 39.3841413868 MCMC took 90.305486 sec Running MCMC mcmc-default-064-015-923.pickle manylnprob(): lnp = [-28428.19836981 -28438.83278374 -28436.1297953 -28429.86421967 -28432.01799144 -28430.86911572 -28429.39502251 -28427.6887743 -28446.01760312 -28432.19405034 -28428.39288616 -28435.36656759 -28442.90165533 -28431.55404807 -28436.40986899 -28438.25155979 -28429.29224883 -28439.53804049 -28429.40389482 -28456.67344385 -28449.26040857 -28428.17816628 -28430.56374382 -28436.2676462 -28429.44173053 -28431.10586395 -28428.78042599 -28429.54890522 -28431.88210028 -28430.52807292 -28441.58325129 -28435.5325282 -28434.27262433 -28432.93958448 -28435.76570726 -28449.06192704 -28455.33775769 -28435.07542138 -28430.08296359 -28433.15644432 -28428.4780984 -28429.43071466 -28462.95850837 -28431.64454232 -28436.32443426 -28440.26865283 -28429.15319577 -28428.2506111 -28428.87705034 -28444.85209343 -28431.41300276 -28432.28321779 -28441.32970476 -28428.95475843 -28428.93240408 -28428.58988516 -28433.52632326 -28428.11670152 -28431.46470394 -28429.18308411 -28431.56202533 -28450.09588083 -28434.96592271 -28430.9850304 ] manylnprob(): p[0] = [ 1.33926877e+00 2.22746084e+00 9.50483996e-01 -8.68194263e-03 7.35167400e-03 -6.71866010e-06 9.21439143e-01 8.51989763e-01] main(): current acceptance fraction: 39.3804112554 MCMC took 85.854675 sec Running MCMC mcmc-default-064-015-924.pickle manylnprob(): lnp = [-28447.44114279 -28447.45171842 -28439.53198708 -28440.87806439 -28429.43917462 -28466.47621909 -28436.69003958 -28429.86558045 -28446.89494228 -28427.48026871 -28446.45430344 -28430.86489947 -28435.12380139 -28443.79227794 -28435.35157227 -28430.76856816 -28442.8043376 -28450.54374697 -28429.225705 -28429.88771537 -28438.28471525 -28433.91398727 -28429.28481913 -28430.72095928 -28428.36647903 -28448.19806632 -28444.13469722 -28429.24521725 -28444.72033446 -28431.63214156 -28427.96824378 -28436.70247237 -28433.30474779 -28439.43129626 -28436.77930378 -28441.65006092 -28430.004169 -28434.18452193 -28431.64868059 -28433.52335534 -28459.52707847 -28429.05514973 -28442.67163592 -28451.92691028 -28433.89793167 -28430.97006181 -28440.92898099 -28433.74557898 -28440.05105595 -28428.56734548 -28429.46956747 -28489.06305422 -28433.11801545 -28438.62630688 -28430.76029121 -28428.12293808 -28433.62754256 -28438.70248076 -28435.15683328 -28430.64576298 -28431.38093689 -28429.62299905 -28496.44622586 -28428.18366099] manylnprob(): p[0] = [ 1.34828509e+00 2.24475123e+00 9.60858662e-01 -8.57566922e-03 7.41159095e-03 7.89745003e-05 9.25157387e-01 8.68656722e-01] main(): current acceptance fraction: 39.3682432432 MCMC took 85.065441 sec Running MCMC mcmc-default-064-015-925.pickle manylnprob(): lnp = [-28429.66977873 -28438.85793572 -28429.85020635 -28440.4226285 -28432.06710333 -28434.37924089 -28428.68756984 -28435.76804911 -28428.49192814 -28427.94893248 -28444.42589014 -28452.96778663 -28442.26895666 -28435.69148746 -28436.0811102 -28454.43936974 -28429.42682501 -28443.17452275 -28437.32060075 -28460.34538657 -28428.45928622 -28431.43677109 -28429.1857545 -28431.29747993 -28433.01330323 -28449.95723255 -28434.73776937 -28428.88841048 -28451.33426949 -28429.05417151 -28428.08665613 -28487.26507729 -28437.84851619 -28430.73570393 -28450.10844662 -28429.92652316 -28429.06236518 -28430.31191417 -28430.85855603 -28429.94701811 -28427.8222089 -28428.09963233 -28429.68845699 -28452.41079674 -28437.79591654 -28430.98617478 -28428.54988853 -28435.57268941 -28428.08081772 -28429.84916052 -28428.82964447 -28442.28474073 -28430.91091396 -28430.2576952 -28455.15259502 -28428.60145341 -28501.51863038 -28428.377296 -28463.10529086 -28428.38340442 -28444.68797051 -28436.8044184 -28477.57366999 -28434.6384573 ] manylnprob(): p[0] = [ 1.33810326e+00 2.22496215e+00 9.48681609e-01 -8.68269296e-03 7.34355774e-03 -2.01714952e-06 9.23511804e-01 8.60618726e-01] main(): current acceptance fraction: 39.3544141469 MCMC took 85.511543 sec Running MCMC mcmc-default-064-015-926.pickle manylnprob(): lnp = [-28429.30177237 -28442.29906054 -28427.81861795 -28428.27211188 -28430.88668053 -28429.94756463 -28429.14486868 -28469.63610892 -28450.77218197 -28427.6765981 -28436.71989638 -28448.74417189 -28440.6108255 -28429.90563642 -28430.44456783 -28442.43613561 -28428.5428971 -28499.47127452 -28429.42601017 -28446.20256896 -28430.54703541 -28429.41531566 -28427.2057118 -28436.61792981 -28445.12373774 -28427.61573795 -28428.48121961 -28429.63822681 -28469.55001354 -28436.96014543 -28428.01432179 -28429.98124003 -28474.24934541 -28431.65967085 -28429.58653241 -28442.70520449 -28432.25216006 -28429.41154463 -28430.9884558 -28428.03342437 -28430.32041317 -28429.22941518 -28431.66023282 -28468.7975919 -28430.07071864 -28442.31576819 -28429.94298794 -28430.24230498 -28428.29903936 -28437.8467199 -28430.78582427 -28449.54030828 -28430.56294587 -28434.03611116 -28430.05653893 -28428.99162021 -28430.68418529 -28431.76994092 -28440.36946974 -28435.6524096 -28429.16247067 -28429.33717218 -28432.662145 -28428.06027619] manylnprob(): p[0] = [ 1.33530376e+00 2.21945337e+00 9.45178463e-01 -8.71500439e-03 7.33485952e-03 -2.28784071e-05 9.23687877e-01 8.57068829e-01] main(): current acceptance fraction: 39.3524137001 MCMC took 85.369184 sec Running MCMC mcmc-default-064-015-927.pickle manylnprob(): lnp = [-28430.28623405 -28436.99287767 -28428.45746748 -28428.19305276 -28436.40606369 -28430.42779744 -28429.54372601 -28434.35356277 -28434.15106854 -28427.91995047 -28430.882896 -28429.84795531 -28430.66478586 -28430.50507327 -28431.32160991 -28431.04226057 -28432.84805003 -28469.94763982 -28431.73652874 -28431.54666078 -28429.58193109 -28430.77540299 -28428.23535506 -28429.56152284 -28446.6900092 -28428.70008111 -28442.87949192 -28448.28636982 -28432.67618979 -28441.72867074 -28432.39977823 -28431.12109429 -28430.88392331 -28436.23503756 -28428.94559161 -28431.53299203 -28446.13432869 -28447.82952413 -28430.61041248 -28429.44774055 -28429.74141264 -28435.32703945 -28433.18611501 -28435.98558389 -28430.29275952 -28447.22418046 -28442.52571397 -28429.07723355 -28427.54078863 -28437.17648009 -28437.47780643 -28430.78753801 -28432.36723954 -28434.81089001 -28429.75441267 -28428.37035935 -28434.70665356 -28432.55637757 -28458.24270657 -28430.77862447 -28434.85978716 -28447.94767708 -28437.25678994 -28432.70423175] manylnprob(): p[0] = [ 1.33686628e+00 2.22229414e+00 9.47008416e-01 -8.67630992e-03 7.38266421e-03 1.30236661e-05 9.27414706e-01 8.64091205e-01] main(): current acceptance fraction: 39.35546875 MCMC took 85.490747 sec Running MCMC mcmc-default-064-015-928.pickle manylnprob(): lnp = [-28435.01302461 -28428.3110689 -28427.84710073 -28429.02497407 -28428.75882074 -28430.56913263 -28438.4737304 -28429.28893306 -28445.62890005 -28429.63894304 -28434.03554028 -28429.10309302 -28440.78984129 -28429.83195829 -28439.4393 -28449.36787717 -28428.31589444 -28458.12946546 -28446.71812244 -28444.52367471 -28428.6270394 -28428.69569967 -28428.45923881 -28430.2371894 -28430.82190995 -28431.68431116 -28428.57653898 -28428.83676645 -28430.30468333 -28450.86244724 -28429.24965588 -28429.78140092 -28471.4205041 -28431.53018445 -28430.83988165 -28440.29015501 -28439.23236094 -28428.71697344 -28434.30202335 -28429.2450767 -28432.03604334 -28440.8941427 -28433.97997947 -28430.08061729 -28428.88915096 -28429.1921845 -28452.70740977 -28442.98416014 -28428.19027779 -28429.84284663 -28428.98808578 -28430.82681943 -28433.97179081 -28429.64206119 -28430.40531549 -28428.39837377 -28449.48846034 -28429.18945037 -28455.60073878 -28428.50382411 -28429.82764353 -28429.42209589 -28466.87976443 -28433.07250075] manylnprob(): p[0] = [ 1.33487403e+00 2.21744397e+00 9.43800326e-01 -8.65565345e-03 7.46498586e-03 6.06145606e-05 9.23416893e-01 8.77980672e-01] main(): current acceptance fraction: 39.3585172228 MCMC took 85.993466 sec Running MCMC mcmc-default-064-015-929.pickle manylnprob(): lnp = [-28434.50810374 -28429.54323216 -28428.27015269 -28445.07547428 -28428.00567586 -28436.97406661 -28443.71083727 -28429.28436554 -28453.37615867 -28432.77736154 -28431.44819132 -28429.07551411 -28430.36669966 -28439.09447634 -28446.40078792 -28459.1484356 -28443.67982414 -28475.95810875 -28432.03208842 -28430.0259818 -28429.18838073 -28430.61595545 -28429.26932074 -28432.45672665 -28437.58323196 -28435.02324163 -28431.59662756 -28429.18088776 -28433.66779705 -28453.0129826 -28430.03422506 -28431.23486529 -28446.45053493 -28448.10158767 -28431.49600786 -28440.07949979 -28434.39865648 -28428.90952147 -28428.03543153 -28428.75774369 -28429.53335577 -28430.11609716 -28469.25453523 -28441.33777808 -28429.9427137 -28430.43053698 -28428.13493359 -28435.70189279 -28428.00839981 -28430.84691821 -28429.06835274 -28432.12956088 -28431.15974341 -28444.04749877 -28441.71508529 -28428.59863773 -28432.61127317 -28438.69362377 -28428.91856259 -28429.73810037 -28436.35255329 -28428.07179395 -28447.72344246 -28432.8612771 ] manylnprob(): p[0] = [ 1.34291629e+00 2.23364276e+00 9.54280666e-01 -8.57914830e-03 7.46651912e-03 7.82530609e-05 9.32834535e-01 8.69095934e-01] main(): current acceptance fraction: 39.3615591398 MCMC took 85.652602 sec Plotting trajectory traj-default-064-015-930.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-930.png Running MCMC mcmc-default-064-015-930.pickle manylnprob(): lnp = [-28430.51794032 -28433.79827758 -28429.66177202 -28434.9684399 -28441.30617643 -28430.12107046 -28428.67324438 -28429.49226111 -28428.87004263 -28429.39397375 -28444.34011948 -28450.38958 -28430.55831351 -28431.91514713 -28428.72178319 -28430.13111218 -28427.68470226 -28451.81926439 -28430.44345983 -28447.48653089 -28429.54435816 -28433.13941056 -28428.5772233 -28445.24102209 -28441.54236726 -28429.02860162 -28443.59564185 -28429.25755721 -28431.31716848 -28455.69704883 -28430.44567511 -28455.49910484 -28435.42015025 -28431.27162515 -28449.25065084 -28430.84328464 -28430.30226661 -28429.10451575 -28430.7489639 -28428.52686724 -28431.84946405 -28434.38260002 -28430.77580335 -28434.20463458 -28445.83399361 -28428.44110346 -28428.84678576 -28428.50319452 -28429.10269146 -28429.78843672 -28428.65088344 -28434.09630428 -28446.97857633 -28428.77221077 -28430.95705925 -28459.65273236 -28458.76855668 -28427.75216908 -28429.23888752 -28447.03320089 -28431.79934049 -28431.93385377 -28445.27283576 -28433.02814691] manylnprob(): p[0] = [ 1.34123360e+00 2.23122585e+00 9.52914015e-01 -8.66734557e-03 7.33499980e-03 4.61258699e-06 9.29824277e-01 8.64642321e-01] main(): current acceptance fraction: 39.3696294307 MCMC took 85.404976 sec Running MCMC mcmc-default-064-015-931.pickle manylnprob(): lnp = [-28437.84763823 -28458.05036567 -28430.79583436 -28430.15765901 -28428.11554453 -28429.36390152 -28434.77704152 -28432.2665646 -28451.18952656 -28434.64811019 -28428.49916813 -28428.11330188 -28430.41638108 -28447.27338752 -28443.49230456 -28435.505835 -28430.0419338 -28468.08123925 -28432.0281727 -28454.00905803 -28438.00450813 -28431.45892512 -28430.42619798 -28431.23120734 -28446.67803302 -28429.98234601 -28450.60310178 -28433.74680864 -28430.4801122 -28429.20076807 -28430.32719758 -28428.27114943 -28448.79472476 -28460.4396495 -28434.08535147 -28440.28874922 -28436.91790004 -28428.51702099 -28430.70948721 -28435.30145951 -28438.18334457 -28437.58501784 -28439.38461346 -28432.34042057 -28435.98226526 -28443.26709099 -28442.94783813 -28442.01708802 -28430.77875612 -28434.05021427 -28428.89504825 -28430.20177632 -28428.72319079 -28430.69369745 -28447.36746804 -28428.67445488 -28442.40897774 -28428.42681712 -28430.74743242 -28429.75447358 -28428.50350653 -28430.5173846 -28449.57778042 -28447.27014042] manylnprob(): p[0] = [ 1.34260173e+00 2.23349929e+00 9.54206044e-01 -8.61496807e-03 7.39207446e-03 4.81114986e-05 9.41399582e-01 8.63443420e-01] main(): current acceptance fraction: 39.3692998927 MCMC took 84.476491 sec Running MCMC mcmc-default-064-015-932.pickle manylnprob(): lnp = [-28427.95305051 -28448.01096092 -28434.9600341 -28430.1616805 -28434.69394292 -28444.96056997 -28429.4927883 -28428.08851477 -28429.7886021 -28443.69623412 -28435.68526227 -28428.849035 -28429.09897204 -28452.82393153 -28428.75886245 -28446.97219831 -28428.56347401 -28490.1120761 -28429.60230502 -28444.04199462 -28447.30811093 -28441.85738149 -28429.41061818 -28441.76703647 -28444.61121321 -28448.23895949 -28454.10680995 -28429.42632301 -28450.40413446 -28435.63932654 -28448.24743423 -28428.45564151 -28476.0555472 -28435.50782575 -28431.96889399 -28428.76170292 -28429.71416051 -28431.3925428 -28437.43286034 -28428.62129177 -28436.89658684 -28435.59719403 -28455.770447 -28446.51973227 -28438.50672873 -28428.65499057 -28447.74621782 -28440.77587741 -28430.8594317 -28433.73331398 -28430.32360805 -28449.56493873 -28442.07529294 -28430.4565932 -28431.47476448 -28428.82903372 -28433.23353376 -28428.30663495 -28429.96380793 -28427.64468466 -28430.8530439 -28431.39741431 -28428.92039822 -28431.27010118] manylnprob(): p[0] = [ 1.34110020e+00 2.23127983e+00 9.53073027e-01 -8.69383089e-03 7.27809355e-03 -2.89669444e-05 9.20733289e-01 8.61956914e-01] main(): current acceptance fraction: 39.3656216506 MCMC took 86.073563 sec Running MCMC mcmc-default-064-015-933.pickle manylnprob(): lnp = [-28429.06370189 -28429.89385572 -28430.17580953 -28435.42981769 -28428.50675606 -28430.20040992 -28432.539858 -28428.19659991 -28452.1208302 -28431.9320988 -28431.34053479 -28443.44984785 -28430.11500838 -28457.33358055 -28428.59235327 -28444.1502934 -28431.80976297 -28468.33917809 -28435.63624472 -28428.9396409 -28433.6728531 -28431.41273733 -28433.80882953 -28433.10305409 -28427.39975874 -28427.76455501 -28431.2408893 -28439.76796537 -28432.22672192 -28429.91403245 -28443.7601556 -28428.13630914 -28448.38443103 -28428.19288385 -28440.98982094 -28429.89601056 -28433.28786106 -28430.7953957 -28429.72900419 -28428.52348679 -28427.67388296 -28439.15706588 -28432.41848383 -28429.05242995 -28455.34616817 -28430.87214052 -28428.64416182 -28434.88263771 -28430.77869022 -28431.56366525 -28435.97199502 -28428.83897168 -28430.34805164 -28436.55495224 -28428.71191102 -28429.31997033 -28480.24283381 -28430.18877798 -28428.23201396 -28431.45406665 -28441.5175517 -28445.24556197 -28427.8037563 -28429.14746893] manylnprob(): p[0] = [ 1.34205052e+00 2.23304609e+00 9.54149738e-01 -8.68407368e-03 7.26859509e-03 -3.34539379e-05 9.25491613e-01 8.78893643e-01] main(): current acceptance fraction: 39.3652971092 MCMC took 85.434233 sec Running MCMC mcmc-default-064-015-934.pickle manylnprob(): lnp = [-28428.52005456 -28429.24218387 -28456.54235314 -28437.84071748 -28428.76573269 -28427.527244 -28428.10615917 -28428.79254675 -28429.3976374 -28448.8451401 -28429.09415126 -28429.07906511 -28428.37634497 -28436.84243331 -28428.76209167 -28430.63897185 -28428.32306122 -28464.53132646 -28428.81089322 -28445.80875638 -28433.69353043 -28431.30017853 -28450.60839257 -28442.94875087 -28430.93507223 -28436.1815384 -28430.29992588 -28430.21098725 -28431.74161243 -28463.4666067 -28430.90269294 -28431.56943145 -28431.82493706 -28434.6378973 -28435.02044875 -28442.86848413 -28432.24566949 -28434.62107664 -28430.47233558 -28432.69834254 -28427.76753618 -28434.24170346 -28432.33804598 -28429.85136069 -28457.1598027 -28428.06036283 -28427.6568734 -28429.98319627 -28433.60887134 -28460.73897159 -28434.81304795 -28430.59402978 -28430.29949374 -28431.05492177 -28428.22392248 -28428.17026898 -28432.08961197 -28428.06159178 -28428.09506344 -28428.43173752 -28430.95512914 -28431.02681937 -28428.23742333 -28428.58035746] manylnprob(): p[0] = [ 1.34150143e+00 2.23217182e+00 9.53757220e-01 -8.71417021e-03 7.22046274e-03 -5.58745614e-05 9.24337005e-01 8.75999461e-01] main(): current acceptance fraction: 39.369986631 MCMC took 85.760032 sec Running MCMC mcmc-default-064-015-935.pickle manylnprob(): lnp = [-28428.98622671 -28428.85024503 -28434.46413421 -28428.84736462 -28450.47599921 -28438.45724751 -28435.28636076 -28445.4408331 -28429.98476131 -28451.10772617 -28448.72303978 -28433.65762309 -28429.57286282 -28431.78246907 -28428.93091562 -28432.62812592 -28428.47093977 -28436.67850317 -28429.22412344 -28429.46507608 -28441.42156777 -28430.2361833 -28429.85897607 -28430.4289835 -28430.95040794 -28436.52385124 -28432.14433752 -28452.0249371 -28428.38546518 -28429.81024606 -28445.04800786 -28476.28061258 -28430.85628619 -28446.48799962 -28446.15344216 -28427.64153447 -28444.52709757 -28430.36262259 -28428.43644987 -28427.73193233 -28428.10088024 -28449.64272066 -28439.74965027 -28428.83006157 -28436.09379076 -28438.36752908 -28434.98665572 -28446.52524916 -28462.93916989 -28460.76290303 -28429.34593395 -28429.77014823 -28428.87458574 -28435.36054581 -28430.95036954 -28429.20833125 -28433.80890708 -28429.083888 -28427.73295052 -28430.63814293 -28430.02174884 -28462.2456611 -28427.62104455 -28428.29414968] manylnprob(): p[0] = [ 1.34065522e+00 2.23039222e+00 9.52686205e-01 -8.68485105e-03 7.29870199e-03 -2.79560277e-05 9.25824150e-01 8.72955916e-01] main(): current acceptance fraction: 39.359642094 MCMC took 85.938128 sec Running MCMC mcmc-default-064-015-936.pickle manylnprob(): lnp = [-28430.71270669 -28430.27978471 -28442.52395908 -28435.48845187 -28446.96692554 -28428.02984445 -28427.68547416 -28439.05134268 -28429.62164817 -28430.98142041 -28428.42597867 -28428.60482756 -28429.40126471 -28429.54164169 -28428.77948934 -28435.5988202 -28447.64583427 -28434.17406113 -28439.38779526 -28458.99776293 -28430.73768935 -28446.52557511 -28447.84419951 -28432.45861765 -28449.31447913 -28430.02608544 -28445.31535957 -28431.16940317 -28433.24267348 -28431.55057033 -28428.74889852 -28429.66122989 -28428.24870896 -28442.25578084 -28435.78549156 -28428.03684442 -28441.37687253 -28428.25977344 -28429.69987998 -28428.59286254 -28428.10231147 -28429.98175524 -28428.79141877 -28427.97472939 -28432.08325174 -28428.92724744 -28457.84702192 -28429.42941267 -28429.24798712 -28439.5143894 -28428.90802763 -28428.99245283 -28431.21628088 -28430.98593122 -28439.94743714 -28461.67443761 -28459.24419387 -28449.17050958 -28427.95662128 -28436.71059942 -28428.57847435 -28429.88333302 -28428.76545982 -28433.20314637] manylnprob(): p[0] = [ 1.34283728e+00 2.23452717e+00 9.54806922e-01 -8.70682902e-03 7.21713581e-03 -6.15819263e-05 9.27367420e-01 8.80046649e-01] main(): current acceptance fraction: 39.3693303095 MCMC took 85.479225 sec Running MCMC mcmc-default-064-015-937.pickle manylnprob(): lnp = [-28439.39530027 -28430.28743473 -28428.90024459 -28433.09193645 -28430.75653777 -28427.9234065 -28427.47486052 -28447.15375215 -28427.70857339 -28448.05578853 -28428.56196189 -28449.36922493 -28442.82085695 -28428.38527548 -28428.31868353 -28443.23999706 -28446.14214345 -28434.68421769 -28437.00544297 -28455.50715699 -28433.31686466 -28429.3907585 -28429.2343087 -28435.87960076 -28430.90135042 -28429.90084233 -28430.04238999 -28428.81940708 -28431.46809878 -28428.71213612 -28435.38275784 -28433.5939045 -28430.84512819 -28429.11010922 -28447.23099811 -28427.88803557 -28447.57338201 -28438.5689071 -28429.68395379 -28431.12709212 -28434.44867861 -28428.98141222 -28429.11086666 -28447.00312825 -28451.0695892 -28431.87215743 -28433.15423549 -28428.75569929 -28442.2537636 -28451.70547565 -28428.23745292 -28431.18637347 -28428.99998105 -28427.71673834 -28441.63160936 -28432.99026622 -28468.24373761 -28439.05065345 -28427.78918392 -28430.34673891 -28430.18468274 -28444.66118646 -28427.32215553 -28433.46697065] manylnprob(): p[0] = [ 1.34904821e+00 2.24608909e+00 9.61781032e-01 -8.62780859e-03 7.23826400e-03 -3.71291177e-05 9.32915378e-01 9.02341380e-01] main(): current acceptance fraction: 39.3523454158 MCMC took 85.623233 sec Running MCMC mcmc-default-064-015-938.pickle manylnprob(): lnp = [-28430.91599631 -28429.29656137 -28432.91593767 -28429.77664825 -28429.74134926 -28434.30584514 -28432.04660732 -28429.40701009 -28445.97798838 -28429.34825687 -28429.10670278 -28431.50769883 -28434.87545681 -28428.68262279 -28427.96375896 -28451.18363544 -28427.60089307 -28438.17318187 -28436.07027776 -28451.30550985 -28448.00554352 -28431.74241611 -28437.04405594 -28430.06347899 -28441.82295063 -28432.34263999 -28428.33770644 -28427.96870089 -28429.21663571 -28429.63541405 -28428.6624026 -28428.24650909 -28427.62832706 -28432.14003276 -28437.03373055 -28428.137355 -28431.93299544 -28427.53176893 -28428.52743667 -28465.64188249 -28428.32604544 -28430.40945884 -28429.89096457 -28436.9873746 -28431.90881013 -28427.95663261 -28428.36901171 -28434.33405068 -28431.88534935 -28438.94028079 -28431.51658935 -28432.15032137 -28428.23445242 -28428.14639313 -28441.77917858 -28432.82136752 -28439.45420995 -28439.43098094 -28427.78582081 -28428.64201263 -28430.46810057 -28429.97473785 -28428.28390582 -28431.61609675] manylnprob(): p[0] = [ 1.34287961e+00 2.23459867e+00 9.54847564e-01 -8.70712373e-03 7.21567446e-03 -6.20842156e-05 9.27619032e-01 8.81226645e-01] main(): current acceptance fraction: 39.3537007455 MCMC took 85.091856 sec Running MCMC mcmc-default-064-015-939.pickle manylnprob(): lnp = [-28427.96636833 -28441.28751556 -28431.12890294 -28434.80744686 -28436.56331313 -28428.82428536 -28432.33255317 -28455.95158846 -28441.76101911 -28430.23298624 -28442.72311739 -28448.43798519 -28430.94593755 -28439.81597002 -28428.99944121 -28431.51491788 -28427.50948548 -28436.2012313 -28433.11187965 -28430.84245807 -28431.41935127 -28430.82799196 -28429.90628084 -28432.78787793 -28453.31705628 -28446.24524285 -28443.94185315 -28429.18415134 -28431.08413842 -28431.2504102 -28429.4987411 -28428.18707752 -28433.05033217 -28428.58091654 -28458.24208 -28436.70680319 -28429.00429311 -28429.5256643 -28428.69628599 -28438.17147808 -28430.66944246 -28450.63762566 -28451.52539571 -28433.98761851 -28448.38814126 -28427.6105442 -28429.93467305 -28429.49686959 -28431.43905801 -28453.22800371 -28449.11534426 -28429.21601855 -28429.06831354 -28428.80651768 -28443.25173265 -28445.81751578 -28431.46303499 -28441.63394582 -28427.79537491 -28429.96182221 -28430.0015069 -28438.04310986 -28429.07846594 -28429.81457999] manylnprob(): p[0] = [ 1.33806805e+00 2.22510219e+00 9.49110088e-01 -8.73023624e-03 7.24371414e-03 -6.03761835e-05 9.25376382e-01 8.64584572e-01] main(): current acceptance fraction: 39.3484042553 MCMC took 85.689449 sec Plotting trajectory traj-default-064-015-940.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-940.png Running MCMC mcmc-default-064-015-940.pickle manylnprob(): lnp = [-28449.61811945 -28429.40555479 -28449.96910711 -28436.3224994 -28428.30859389 -28428.69562277 -28436.05864493 -28429.67166852 -28429.20492023 -28429.76553539 -28444.43781383 -28440.5585029 -28428.93188269 -28428.99287432 -28428.93525512 -28431.56103796 -28429.07337839 -28446.66802162 -28439.81343451 -28431.73371213 -28432.24444767 -28445.12861076 -28434.31688156 -28432.97144019 -28452.35527527 -28428.21564197 -28448.85921803 -28439.92554434 -28428.90856821 -28429.12420689 -28428.83701897 -28428.61085438 -28430.30652006 -28428.14502721 -28439.06627278 -28428.46618924 -28430.37800822 -28432.08721019 -28430.22990696 -28450.88223994 -28428.66197939 -28427.82872958 -28428.67838575 -28429.18685542 -28433.14879311 -28429.99218237 -28432.65859807 -28428.54106959 -28434.11331504 -28437.08473472 -28428.25393788 -28428.48243192 -28429.02880979 -28430.61837814 -28429.01693345 -28427.44045334 -28442.25560724 -28427.41519441 -28429.45863317 -28429.41861539 -28432.72817731 -28428.5940071 -28433.23517749 -28429.78774531] manylnprob(): p[0] = [ 1.34184509e+00 2.23145308e+00 9.52314299e-01 -8.73661180e-03 7.13399488e-03 -9.34312844e-05 9.34457678e-01 9.13249258e-01] main(): current acceptance fraction: 39.3497608927 MCMC took 85.457585 sec Running MCMC mcmc-default-064-015-941.pickle manylnprob(): lnp = [-28437.12891771 -28429.14770072 -28457.04900533 -28436.50512647 -28435.5983794 -28428.22106308 -28443.22925453 -28429.39313303 -28429.9639637 -28430.37731894 -28429.83809588 -28431.14803477 -28427.8143589 -28429.79332853 -28429.35816751 -28442.40469209 -28436.44124981 -28433.52948418 -28429.06453879 -28428.94505081 -28465.35586916 -28431.90251063 -28429.88387815 -28436.02114612 -28445.21016077 -28452.2075917 -28436.35840314 -28431.29987366 -28430.81778746 -28429.52527425 -28429.41760587 -28449.62605205 -28429.33501259 -28428.2728149 -28450.0336728 -28439.28946431 -28428.81433255 -28438.28733883 -28431.77965062 -28433.803273 -28431.82297892 -28442.77183402 -28429.25822245 -28429.2892719 -28429.64348113 -28432.01834552 -28457.85824311 -28445.31076242 -28431.11299205 -28450.36537937 -28434.19068234 -28431.53349811 -28430.10521799 -28436.86016559 -28430.45110816 -28431.82368932 -28429.47879198 -28429.42954027 -28427.76554305 -28428.41425002 -28445.12353362 -28431.86232359 -28434.00005417 -28429.60180464] manylnprob(): p[0] = [ 1.34063736e+00 2.23008253e+00 9.51522668e-01 -8.70551989e-03 7.25785291e-03 -5.12133063e-05 9.34812177e-01 8.94820611e-01] main(): current acceptance fraction: 39.3544320594 MCMC took 85.568271 sec Running MCMC mcmc-default-064-015-942.pickle manylnprob(): lnp = [-28455.48983953 -28431.19715105 -28428.26203867 -28428.85809265 -28433.63523867 -28454.34109827 -28434.56257296 -28433.08375469 -28429.03273778 -28429.05644355 -28428.31036214 -28428.07675486 -28428.11150998 -28436.32714933 -28431.32673157 -28440.37638189 -28430.41314524 -28442.78328485 -28432.51518906 -28429.4118002 -28430.47337637 -28430.01823825 -28430.84426392 -28430.01622068 -28442.50374264 -28437.20313877 -28447.45179897 -28439.1001717 -28429.73575401 -28445.31990134 -28440.37713785 -28460.51699042 -28430.25653734 -28428.25461708 -28463.29429055 -28430.48118556 -28428.67732222 -28436.53268317 -28446.11979236 -28428.70877582 -28452.71976308 -28429.98180336 -28428.61272354 -28431.40039933 -28436.47785642 -28435.32855529 -28448.55807162 -28437.52044618 -28448.56374278 -28436.61484998 -28428.91389707 -28429.03155935 -28441.6672379 -28436.29513562 -28441.64163202 -28452.55935221 -28429.09602112 -28433.19852207 -28427.45151038 -28430.64605436 -28430.28594279 -28428.17410543 -28427.92752976 -28436.38747838] manylnprob(): p[0] = [ 1.34885943e+00 2.24585715e+00 9.61457965e-01 -8.76030032e-03 7.04037439e-03 -1.50384885e-04 9.36614099e-01 8.92770062e-01] main(): current acceptance fraction: 39.3375530223 MCMC took 84.545553 sec Running MCMC mcmc-default-064-015-943.pickle manylnprob(): lnp = [-28430.46233655 -28428.22352546 -28434.63124858 -28443.3042711 -28430.28607639 -28429.86267092 -28428.54095072 -28432.5556031 -28434.95654488 -28444.9511055 -28435.75369285 -28427.32619183 -28427.530295 -28428.62576439 -28450.44613523 -28436.06076191 -28430.2363437 -28429.90139393 -28433.02475781 -28428.84695424 -28431.97320434 -28437.25261132 -28428.38200856 -28430.90925078 -28464.07087539 -28441.74966666 -28428.43545029 -28429.99201747 -28428.63144601 -28430.7456247 -28430.85601343 -28430.40572501 -28429.41361573 -28431.1720625 -28473.60578145 -28429.70997172 -28428.94245186 -28429.61938338 -28446.96792218 -28433.03142932 -28444.42062006 -28428.18548525 -28430.46874611 -28439.69211297 -28437.22569885 -28430.38631766 -28451.69928656 -28428.60980894 -28445.66859901 -28428.87420711 -28428.98472163 -28429.44994676 -28441.73982106 -28430.17601132 -28430.79756765 -28428.70420009 -28432.71645586 -28438.19569836 -28427.7135714 -28429.33582838 -28439.44113007 -28427.32023616 -28428.47758804 -28452.15379233] manylnprob(): p[0] = [ 1.34247445e+00 2.23379176e+00 9.54370316e-01 -8.70272959e-03 7.23148895e-03 -5.40292023e-05 9.26559478e-01 8.79918308e-01] main(): current acceptance fraction: 39.3356064619 MCMC took 85.746413 sec Running MCMC mcmc-default-064-015-944.pickle manylnprob(): lnp = [-28435.78725542 -28434.26291012 -28433.64505141 -28434.03754894 -28435.36079599 -28428.48585001 -28427.60658036 -28432.44777801 -28427.70140044 -28430.87835208 -28428.40033605 -28428.41371167 -28427.29556221 -28427.85220628 -28430.78091278 -28432.2142052 -28427.37240726 -28441.89680118 -28429.98272472 -28428.28764151 -28430.23724337 -28429.98537587 -28431.93538492 -28435.90951534 -28429.13715953 -28429.15370935 -28446.78981976 -28431.96299455 -28428.20403439 -28460.05318137 -28432.45586915 -28428.75484531 -28435.5120821 -28429.74084004 -28433.39898885 -28440.91193391 -28443.28377737 -28429.59812078 -28430.66396138 -28441.26494639 -28446.99655421 -28428.45199672 -28428.78979733 -28441.82657391 -28429.73223801 -28429.79564737 -28433.28760501 -28444.32026267 -28448.03068092 -28428.27713196 -28429.34739825 -28438.50066681 -28430.45654588 -28427.21813435 -28431.07042306 -28429.1233829 -28429.6791516 -28430.56122927 -28451.79404011 -28440.65353002 -28428.66851448 -28427.47390689 -28428.45970963 -28437.18371238] manylnprob(): p[0] = [ 1.34500794e+00 2.23810952e+00 9.56728040e-01 -8.66862413e-03 7.23344660e-03 -4.82775142e-05 9.29309644e-01 8.93848560e-01] main(): current acceptance fraction: 39.3336640212 MCMC took 85.40696 sec Running MCMC mcmc-default-064-015-945.pickle manylnprob(): lnp = [-28430.69521903 -28429.91076337 -28462.84292523 -28429.99430065 -28459.71032294 -28428.08185928 -28428.38905428 -28451.38622078 -28427.83336511 -28428.45732363 -28428.96483448 -28430.48929576 -28427.78309268 -28433.86849067 -28431.07018737 -28431.90866274 -28440.14613177 -28442.13078557 -28430.04063651 -28428.61271532 -28429.68982818 -28451.9127083 -28441.06736879 -28437.96687255 -28432.33180443 -28450.51274741 -28427.89928583 -28458.894503 -28428.5909423 -28432.03666851 -28432.29466493 -28428.41684306 -28438.67382957 -28440.19857303 -28437.7447071 -28428.03515154 -28427.64251161 -28430.53951836 -28432.86942677 -28444.93886138 -28434.00721978 -28435.24395282 -28428.90394458 -28447.79031412 -28438.6644802 -28438.62739201 -28459.00841497 -28428.14981418 -28457.69069654 -28427.94394068 -28431.93532807 -28429.0052938 -28442.14609303 -28438.53183642 -28434.61347578 -28439.25096633 -28429.60090958 -28443.33589459 -28436.62953532 -28429.87935456 -28429.17877482 -28427.4460501 -28429.42096534 -28429.89159422] manylnprob(): p[0] = [ 1.34275725e+00 2.23435124e+00 9.54716249e-01 -8.70054028e-03 7.23105037e-03 -5.32957346e-05 9.26837932e-01 8.80570446e-01] main(): current acceptance fraction: 39.3152087738 MCMC took 85.332334 sec Running MCMC mcmc-default-064-015-946.pickle manylnprob(): lnp = [-28440.62497311 -28443.72720002 -28442.3579056 -28429.18651173 -28454.9696595 -28428.72109429 -28428.44418799 -28428.88234612 -28428.37450009 -28448.48734563 -28429.55653529 -28429.09968396 -28428.01389883 -28427.99518364 -28434.49473449 -28439.81161038 -28429.90549427 -28429.36412509 -28428.8346008 -28429.83880659 -28433.40440936 -28448.21454282 -28436.02094955 -28438.08525797 -28455.87649382 -28429.33455906 -28428.28366599 -28437.52407614 -28428.77434438 -28431.79156103 -28437.74113841 -28439.68255526 -28441.94242541 -28430.46501986 -28437.0790125 -28443.15361781 -28444.00440079 -28429.22248643 -28430.82863225 -28430.42250505 -28431.02727576 -28427.72685174 -28429.67924223 -28435.34646994 -28428.31948697 -28438.6449416 -28445.7444445 -28430.5058437 -28428.62972903 -28428.07036289 -28428.66290878 -28429.10530355 -28440.70867412 -28434.42044239 -28440.92288693 -28440.08918002 -28428.09346902 -28440.44394765 -28433.73142919 -28436.05838546 -28428.56960346 -28427.73259428 -28434.20454411 -28428.7243606 ] manylnprob(): p[0] = [ 1.34871051e+00 2.24544997e+00 9.61561989e-01 -8.62700506e-03 7.28791219e-03 -1.65345967e-05 9.35815270e-01 9.07329574e-01] main(): current acceptance fraction: 39.3099920803 MCMC took 84.994745 sec Running MCMC mcmc-default-064-015-947.pickle manylnprob(): lnp = [-28428.81519822 -28428.9007841 -28430.04064084 -28435.57918629 -28429.82912093 -28451.61751867 -28432.48373525 -28447.98381495 -28427.86961863 -28438.90654162 -28431.91103053 -28449.25765294 -28428.28935497 -28427.38412736 -28445.58850106 -28430.03744102 -28429.26854825 -28428.67253766 -28435.1231785 -28429.16707049 -28434.56316281 -28439.85208981 -28427.6525944 -28439.42846783 -28429.64271851 -28434.70300238 -28428.88353438 -28428.93957682 -28429.13842554 -28432.22851211 -28429.9097372 -28440.54862049 -28432.88458897 -28440.50103044 -28430.78385178 -28428.98627248 -28431.94468143 -28442.37672785 -28433.44701237 -28431.50527665 -28430.97528353 -28428.960178 -28445.28986696 -28431.13430073 -28430.51245856 -28430.5715066 -28449.29099075 -28429.96575088 -28428.68031945 -28430.50371819 -28435.65577675 -28433.69147066 -28436.29485762 -28427.96864919 -28428.39652508 -28429.10005841 -28437.59614925 -28428.40538329 -28438.34232922 -28435.50661979 -28429.12969768 -28428.95249908 -28428.47307399 -28433.83413986] manylnprob(): p[0] = [ 1.34098131e+00 2.23104668e+00 9.52903904e-01 -8.75252965e-03 7.15573313e-03 -9.37001339e-05 9.21331183e-01 8.77839434e-01] main(): current acceptance fraction: 39.3146756329 MCMC took 85.779128 sec Running MCMC mcmc-default-064-015-948.pickle manylnprob(): lnp = [-28428.69442684 -28458.92607098 -28446.8764706 -28429.91859987 -28441.5166536 -28447.50336186 -28430.16161438 -28472.07717315 -28429.22546658 -28449.69196699 -28439.61996959 -28449.43286655 -28435.63007645 -28428.89957611 -28437.4870825 -28439.6658811 -28431.73021857 -28428.69858669 -28429.61596994 -28428.87790809 -28431.33569754 -28438.99785779 -28427.58325633 -28430.51385874 -28444.89648568 -28437.65112869 -28429.01495143 -28427.87999276 -28429.43689272 -28428.27134749 -28429.17037071 -28437.33122923 -28431.26861949 -28429.32704097 -28428.93022896 -28429.08130719 -28430.38351554 -28427.84238247 -28429.4611827 -28469.84767768 -28457.76866202 -28429.10876329 -28433.4767198 -28431.76727993 -28433.99051751 -28430.978486 -28428.77035485 -28430.94174269 -28428.89736018 -28431.77734252 -28428.61245678 -28471.29773595 -28428.7725631 -28432.55112744 -28428.87834582 -28444.17935419 -28435.70760696 -28438.62185487 -28427.92564722 -28431.30322763 -28428.59279037 -28428.66815521 -28427.53814745 -28434.26392448] manylnprob(): p[0] = [ 1.34038983e+00 2.22989727e+00 9.52196124e-01 -8.74972126e-03 7.17172481e-03 -8.64197003e-05 9.20909766e-01 8.77128455e-01] main(): current acceptance fraction: 39.3160563751 MCMC took 86.354218 sec Running MCMC mcmc-default-064-015-949.pickle manylnprob(): lnp = [-28432.96906785 -28447.61186261 -28434.56947519 -28440.19990004 -28432.04302804 -28446.43528269 -28436.98235113 -28432.98850993 -28427.72375443 -28434.86742939 -28431.79160815 -28428.6272001 -28427.62470355 -28427.46075271 -28429.21972634 -28429.05907204 -28432.09123352 -28433.1073847 -28434.21907554 -28431.08093222 -28429.62920328 -28441.73208081 -28428.09508361 -28428.97070854 -28449.06105005 -28434.95377669 -28427.8403891 -28428.46873514 -28430.68963095 -28430.39518466 -28431.12319939 -28429.10403169 -28429.57333493 -28429.76680688 -28430.02825512 -28429.04972082 -28431.31312363 -28428.93420802 -28430.18984421 -28428.71050684 -28429.28969365 -28432.33771385 -28434.04455425 -28431.78811707 -28438.59379479 -28429.2673527 -28446.35213698 -28434.85136857 -28440.35661963 -28451.1188973 -28430.91157926 -28430.343574 -28431.2309905 -28432.47291378 -28429.89336292 -28448.72901014 -28429.05909315 -28443.64290098 -28427.41631736 -28439.55660129 -28429.02157495 -28433.26832448 -28431.46014394 -28428.15275655] manylnprob(): p[0] = [ 1.34276250e+00 2.23460013e+00 9.54855180e-01 -8.82158031e-03 6.98150153e-03 -1.76429914e-04 9.22403280e-01 8.78542738e-01] main(): current acceptance fraction: 39.3273026316 MCMC took 84.924986 sec Plotting trajectory traj-default-064-015-950.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-950.png Running MCMC mcmc-default-064-015-950.pickle manylnprob(): lnp = [-28442.87911881 -28430.17624687 -28432.57025338 -28435.75996003 -28429.75241122 -28438.85217809 -28434.27163439 -28431.91530887 -28455.25993312 -28430.37215693 -28449.80632431 -28431.97933091 -28427.6222759 -28431.00010273 -28434.02996326 -28444.28648312 -28443.95409112 -28428.27229182 -28447.1706836 -28444.61205477 -28441.61328997 -28429.01918586 -28427.08289608 -28440.71890061 -28432.09901536 -28440.25852057 -28430.3023135 -28428.8479133 -28432.61186013 -28432.9201066 -28429.24395394 -28428.89124081 -28436.23827077 -28429.34527203 -28430.92081702 -28441.58672553 -28444.1421613 -28428.56943548 -28430.91723693 -28429.39073738 -28429.25051667 -28428.78071232 -28433.98668405 -28431.83258192 -28431.62009566 -28427.95801541 -28429.67442178 -28446.30773442 -28432.47610432 -28429.00770471 -28428.67082476 -28428.90921377 -28445.32965845 -28449.75507704 -28459.05535587 -28430.72418229 -28432.16851152 -28430.37620569 -28428.39760524 -28432.35010986 -28428.64790414 -28435.34095192 -28435.42714943 -28429.26921283] manylnprob(): p[0] = [ 1.34760293e+00 2.24408245e+00 9.60803700e-01 -8.83434016e-03 6.86260720e-03 -2.15433598e-04 9.22669777e-01 8.85771887e-01] main(): current acceptance fraction: 39.3385252366 MCMC took 85.263178 sec Running MCMC mcmc-default-064-015-951.pickle manylnprob(): lnp = [-28442.46847466 -28446.44979668 -28459.32740655 -28432.24066904 -28434.70635837 -28445.04506933 -28442.68239694 -28443.80104837 -28435.36056911 -28429.89625068 -28443.32532186 -28457.75622139 -28428.49365621 -28432.45511448 -28429.20655411 -28442.90118196 -28431.38693062 -28428.37162017 -28433.70884607 -28430.20669103 -28428.91043101 -28449.22886519 -28427.62354009 -28432.26416365 -28428.18739624 -28436.67371747 -28433.15259377 -28427.74624914 -28431.08722625 -28428.74516761 -28429.1215133 -28441.00824783 -28429.57103321 -28437.07160689 -28431.66168128 -28428.57400337 -28428.71858245 -28428.94935575 -28448.73785995 -28429.12862404 -28429.40083405 -28441.41453887 -28461.91408213 -28461.39548765 -28429.0020296 -28428.17479429 -28427.94836044 -28438.13634203 -28430.18503979 -28428.9147433 -28429.05467992 -28429.03322724 -28437.15527056 -28429.08950002 -28438.96461454 -28438.42469271 -28429.32550888 -28428.75302389 -28431.40083885 -28432.8270722 -28430.61561486 -28432.08987016 -28431.14172647 -28429.63654531] manylnprob(): p[0] = [ 1.34293192e+00 2.23453676e+00 9.54634230e-01 -8.85064961e-03 6.88713080e-03 -2.12362098e-04 9.27024674e-01 8.82893646e-01] main(): current acceptance fraction: 39.3382352941 MCMC took 85.52837 sec Running MCMC mcmc-default-064-015-952.pickle manylnprob(): lnp = [-28438.16940974 -28429.58852251 -28457.90801174 -28429.54136618 -28429.04658024 -28427.26293578 -28430.04524016 -28449.19860706 -28429.49386074 -28445.96060519 -28434.0817907 -28443.57392446 -28427.45191197 -28437.99351047 -28428.56179181 -28430.09663257 -28429.36454052 -28437.20497509 -28434.29494381 -28469.44589418 -28428.90187055 -28428.14529326 -28433.49850075 -28429.43898679 -28432.19183974 -28435.64138723 -28448.7124611 -28429.11999036 -28447.96770479 -28430.05710553 -28427.64426308 -28429.02822103 -28429.6804591 -28429.99055246 -28441.69198035 -28431.15810585 -28444.90306521 -28429.0751337 -28431.02913813 -28445.02217288 -28448.43833012 -28428.15473371 -28438.29490194 -28455.5354258 -28428.21608196 -28428.02136212 -28428.51359816 -28435.47997637 -28449.33485398 -28428.93188906 -28429.82016205 -28429.12565886 -28430.34482151 -28428.47592166 -28428.30672818 -28429.63606942 -28429.276084 -28429.16884059 -28428.24316015 -28437.57507645 -28434.46532799 -28447.71836285 -28467.23493053 -28441.7626614 ] manylnprob(): p[0] = [ 1.34280774e+00 2.23462422e+00 9.54772612e-01 -8.85906429e-03 6.91236790e-03 -2.14881213e-04 9.23316917e-01 8.91788451e-01] main(): current acceptance fraction: 39.3297481637 MCMC took 85.570551 sec Running MCMC mcmc-default-064-015-953.pickle manylnprob(): lnp = [-28523.98774477 -28444.42354163 -28449.6785507 -28431.48521204 -28428.99316177 -28430.85482299 -28430.11083547 -28429.50011032 -28427.7061132 -28430.08990702 -28440.78933109 -28435.20412972 -28428.23301885 -28433.65731978 -28446.50467727 -28428.95860885 -28427.82653857 -28428.01651316 -28430.45440364 -28429.82853284 -28445.80600568 -28429.67247479 -28429.45152476 -28438.54042297 -28430.7884791 -28440.44958419 -28442.92314506 -28435.26287373 -28430.14543437 -28447.17044275 -28436.65295533 -28428.03845099 -28446.00916696 -28430.25447962 -28439.36365442 -28437.90996357 -28433.47326512 -28437.18369321 -28430.56833243 -28435.48991174 -28428.96820845 -28435.29740963 -28428.30990873 -28436.22437732 -28428.3589087 -28441.01173663 -28429.19077515 -28428.8167219 -28429.41920005 -28430.91879013 -28439.04067106 -28427.96492255 -28429.80982682 -28427.71142137 -28429.17719575 -28430.42459011 -28437.71026197 -28443.15705227 -28428.08584612 -28436.00893953 -28430.93944181 -28431.07883309 -28437.27782365 -28428.44815698] manylnprob(): p[0] = [ 1.34776398e+00 2.24430134e+00 9.60217929e-01 -8.99717825e-03 6.61998608e-03 -3.60787519e-04 9.27787969e-01 9.37985102e-01] main(): current acceptance fraction: 39.326192348 MCMC took 85.932278 sec Running MCMC mcmc-default-064-015-954.pickle manylnprob(): lnp = [-28448.45141078 -28428.69467774 -28440.53393958 -28428.92027762 -28432.32154989 -28428.43428322 -28429.35494841 -28454.89415294 -28427.83981497 -28428.24464605 -28472.19195655 -28438.78317942 -28427.613014 -28431.93263355 -28429.37798964 -28450.18922107 -28429.30435288 -28432.91771538 -28430.19261706 -28429.92295094 -28431.50386763 -28434.68718068 -28429.75408863 -28431.06444289 -28453.75741109 -28433.39627809 -28445.38319067 -28434.15974575 -28437.77461251 -28429.56627601 -28431.21279753 -28427.50749812 -28429.644975 -28431.36938931 -28428.14890783 -28431.578608 -28431.92831979 -28486.32115436 -28431.39747292 -28428.8060097 -28449.51991621 -28429.33427426 -28445.01943255 -28429.04871891 -28434.98287687 -28432.62337537 -28436.52198486 -28428.32820526 -28442.26292787 -28452.8823086 -28434.59296105 -28429.00539417 -28442.45419783 -28429.06856199 -28439.95090954 -28443.98700318 -28429.98471801 -28438.6299366 -28427.60123052 -28429.65640363 -28444.04528554 -28428.23487459 -28490.58195169 -28444.99644862] manylnprob(): p[0] = [ 1.34402967e+00 2.23699716e+00 9.56271666e-01 -8.86573985e-03 6.88325591e-03 -2.29460128e-04 9.24192550e-01 8.97193387e-01] main(): current acceptance fraction: 39.3291884817 MCMC took 85.766823 sec Running MCMC mcmc-default-064-015-955.pickle manylnprob(): lnp = [-28429.3155661 -28437.90010657 -28435.74113727 -28428.90523751 -28432.52215961 -28428.91417944 -28438.07417056 -28451.36960139 -28431.03075455 -28427.69737219 -28431.69340616 -28436.50417982 -28428.43666815 -28447.34737291 -28443.05073785 -28441.64931387 -28427.65445978 -28433.08687423 -28437.44055751 -28432.4382773 -28429.38617349 -28432.87379874 -28433.64052787 -28429.29991802 -28429.16020683 -28430.67869131 -28450.53247714 -28428.35616539 -28442.64674757 -28429.16020483 -28429.42784539 -28431.71484068 -28430.07092418 -28433.09728537 -28428.60310998 -28431.45939857 -28449.59068732 -28429.96959782 -28430.51207073 -28429.07165753 -28431.72649165 -28427.78656703 -28430.25481985 -28432.69022852 -28430.00357883 -28428.26220691 -28428.79206869 -28432.42796864 -28428.23579813 -28435.22280136 -28436.05203574 -28427.7991742 -28428.6105005 -28430.19777433 -28442.37428979 -28429.25052812 -28429.81289287 -28428.86229253 -28427.26142952 -28430.81629062 -28437.6537103 -28437.47450597 -28435.41534205 -28430.75096537] manylnprob(): p[0] = [ 1.33618588e+00 2.22170857e+00 9.46719344e-01 -8.82114178e-03 7.11217431e-03 -1.41005746e-04 9.22375194e-01 8.75222406e-01] main(): current acceptance fraction: 39.3387160042 MCMC took 84.962098 sec Running MCMC mcmc-default-064-015-956.pickle manylnprob(): lnp = [-28429.40473388 -28428.88302033 -28452.11355163 -28428.82999913 -28450.7685377 -28432.35892499 -28428.65908487 -28431.95315739 -28428.65190262 -28429.47527764 -28430.46132564 -28428.68874803 -28428.31620089 -28450.48911457 -28428.23113213 -28457.98567887 -28433.67132616 -28439.66623287 -28437.79057368 -28433.25105824 -28428.87765354 -28469.88031387 -28434.46301892 -28428.61163345 -28428.24163009 -28433.87512237 -28428.64278149 -28432.56437812 -28433.51315821 -28429.29267864 -28434.89364124 -28451.53858752 -28429.01539562 -28433.95151811 -28428.96142615 -28429.72358481 -28433.71487648 -28431.11584502 -28435.53458432 -28428.79637906 -28450.62014541 -28427.61963234 -28433.39569349 -28428.02191803 -28435.31780513 -28427.57504016 -28440.7956037 -28430.95729552 -28441.70037548 -28429.1703006 -28428.64353711 -28428.94172667 -28441.05296375 -28449.65790399 -28428.25034208 -28445.6336223 -28456.85968682 -28439.49620216 -28427.56607445 -28439.68060816 -28428.44971156 -28427.22005285 -28488.30563374 -28429.95154272] manylnprob(): p[0] = [ 1.34049002e+00 2.23028246e+00 9.52252154e-01 -8.74410366e-03 7.15331353e-03 -1.04036317e-04 9.28377385e-01 8.62076999e-01] main(): current acceptance fraction: 39.3335292581 MCMC took 85.458564 sec Running MCMC mcmc-default-064-015-957.pickle manylnprob(): lnp = [-28429.85431151 -28428.88184758 -28429.64540011 -28430.02142374 -28431.0177178 -28429.16138356 -28429.23706742 -28431.44878521 -28428.95571358 -28438.15543196 -28430.29045492 -28428.37697997 -28427.9928593 -28428.8417384 -28442.56071416 -28447.3750395 -28432.6416307 -28430.27919167 -28453.83680902 -28433.19154716 -28428.22021622 -28428.89588256 -28430.41917496 -28429.27197432 -28428.79084103 -28432.88082946 -28426.98252637 -28437.14524867 -28440.56420961 -28446.10571683 -28431.2982433 -28460.72919335 -28443.37275956 -28446.02328132 -28429.56530797 -28440.43338326 -28430.33353312 -28432.45611873 -28432.67968589 -28428.31377647 -28429.75993685 -28427.53876436 -28445.89423644 -28429.18264982 -28433.95859156 -28429.96947755 -28428.39751569 -28429.35807376 -28429.4788374 -28440.78882826 -28429.59372586 -28436.77448851 -28429.25271066 -28444.84715913 -28428.81658246 -28428.69024328 -28442.36209618 -28428.6225867 -28427.57082483 -28433.57538722 -28430.56975631 -28430.26097647 -28432.12911964 -28430.33112426] manylnprob(): p[0] = [ 1.33616174e+00 2.22163385e+00 9.46634056e-01 -8.82681608e-03 7.10022990e-03 -1.47333526e-04 9.22690423e-01 8.75960602e-01] main(): current acceptance fraction: 39.3446633612 MCMC took 85.305744 sec Running MCMC mcmc-default-064-015-958.pickle manylnprob(): lnp = [-28448.03755226 -28430.18988134 -28430.50576361 -28429.35019204 -28433.61854108 -28430.54843363 -28429.29868377 -28439.61612921 -28434.44670277 -28438.09827466 -28449.18686792 -28429.06376552 -28428.32825814 -28432.30143104 -28444.0940966 -28455.08733118 -28432.31483032 -28434.87244777 -28432.19462726 -28431.02827583 -28428.82876207 -28429.24731834 -28428.88636717 -28429.57031283 -28438.82136125 -28429.47858288 -28427.32091025 -28428.94814624 -28431.33772221 -28428.60442782 -28448.10984653 -28455.88275014 -28427.83502239 -28462.76438699 -28429.38789339 -28443.48983803 -28429.94402613 -28451.99838128 -28429.41710427 -28459.88972074 -28466.13244583 -28427.39855953 -28442.40298596 -28429.15823108 -28435.76176339 -28438.34935777 -28442.560484 -28429.62095068 -28433.9163256 -28431.03461196 -28441.53523323 -28436.68077987 -28429.15687562 -28448.83165879 -28427.96905976 -28431.164443 -28430.62482692 -28441.01740602 -28428.70008575 -28450.23868733 -28440.55205715 -28441.45802622 -28479.23167841 -28432.90021374] manylnprob(): p[0] = [ 1.33653269e+00 2.22185296e+00 9.46353661e-01 -8.90059266e-03 6.98496194e-03 -2.19692498e-04 9.27115025e-01 8.89738259e-01] main(): current acceptance fraction: 39.3378519291 MCMC took 85.663991 sec Running MCMC mcmc-default-064-015-959.pickle manylnprob(): lnp = [-28428.53197488 -28430.31882463 -28431.11172649 -28435.88007219 -28432.82027899 -28428.26145654 -28445.31563111 -28436.01869681 -28427.09194697 -28447.19080073 -28434.94106064 -28428.65911619 -28428.31857931 -28433.79196998 -28429.37338164 -28432.47029175 -28434.24508117 -28451.43809557 -28434.90603409 -28460.07458071 -28430.7302363 -28431.02731497 -28445.14386916 -28431.20213897 -28439.38923541 -28429.95973386 -28427.31074433 -28435.06880964 -28462.25998228 -28426.98230467 -28432.98179646 -28430.84056368 -28428.735008 -28433.55752592 -28447.68969466 -28430.27704445 -28443.3590052 -28430.96146605 -28438.17090195 -28429.53218843 -28429.64655841 -28427.73007478 -28441.23729727 -28430.10473874 -28428.37419299 -28439.54659108 -28428.25689685 -28429.38756181 -28447.47182759 -28440.34985062 -28427.84645686 -28441.75178397 -28429.54205879 -28432.37849317 -28427.98596828 -28431.54229918 -28433.82113519 -28428.68667901 -28433.06857026 -28429.10179803 -28431.28232622 -28428.43553977 -28472.9992584 -28437.36488021] manylnprob(): p[0] = [ 1.33926655e+00 2.22770663e+00 9.50602916e-01 -8.73344991e-03 7.21870864e-03 -7.10634311e-05 9.20374264e-01 8.67169885e-01] main(): current acceptance fraction: 39.345703125 MCMC took 85.604773 sec Plotting trajectory traj-default-064-015-960.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-960.png Running MCMC mcmc-default-064-015-960.pickle manylnprob(): lnp = [-28436.50086421 -28428.54102875 -28449.53452122 -28431.61237684 -28443.4789795 -28428.58464962 -28428.48298879 -28431.78994708 -28441.54135577 -28428.44061992 -28428.21893603 -28453.29086436 -28428.51133166 -28428.74628594 -28443.62441937 -28440.33001725 -28429.65068683 -28435.86221742 -28430.55961396 -28429.17063487 -28430.5111141 -28430.99554102 -28429.31621957 -28430.25268782 -28428.31697819 -28427.49647499 -28429.0921215 -28428.26309153 -28429.24673887 -28429.20270399 -28436.57869534 -28437.53815701 -28430.621446 -28429.27565137 -28429.72398507 -28428.82284135 -28430.84892223 -28443.02374692 -28431.72960204 -28428.58067623 -28445.42147926 -28429.64393551 -28429.97519255 -28428.97008954 -28428.54197011 -28428.83880864 -28428.88713796 -28429.73850297 -28432.54715957 -28446.31876352 -28428.5305465 -28427.94791459 -28432.5396668 -28431.33867702 -28427.99678623 -28442.99485997 -28429.61885443 -28429.11683425 -28440.6673638 -28428.8204008 -28441.11729083 -28428.87062427 -28432.55142928 -28439.2547635 ] manylnprob(): p[0] = [ 1.33532594e+00 2.21917845e+00 9.44758149e-01 -8.85036069e-03 7.03807223e-03 -1.90459403e-04 9.24749462e-01 8.92641042e-01] main(): current acceptance fraction: 39.3584157128 MCMC took 86.039385 sec Running MCMC mcmc-default-064-015-961.pickle manylnprob(): lnp = [-28430.71076388 -28447.63331849 -28429.41375932 -28439.92714249 -28428.04988838 -28428.04157562 -28429.10532107 -28431.01896974 -28428.44844626 -28430.3405807 -28429.71910542 -28438.32291485 -28447.36561615 -28429.14322359 -28429.21673416 -28441.29355291 -28434.59171522 -28429.7383318 -28432.20716611 -28432.29478989 -28433.13358796 -28435.51335451 -28428.43817035 -28430.96376425 -28438.78524746 -28427.07646524 -28449.88479822 -28437.14875872 -28428.65051423 -28428.64333659 -28457.61881805 -28444.75994602 -28429.45515431 -28428.67402853 -28428.56904774 -28427.63281761 -28428.50763737 -28436.04531665 -28430.65214078 -28430.3814222 -28455.51944831 -28438.53027297 -28431.65139039 -28430.85651435 -28452.15644719 -28433.02617456 -28428.58891799 -28428.18927624 -28437.62014554 -28431.03899664 -28431.13905242 -28430.54110691 -28437.95887844 -28458.58389585 -28428.70199109 -28430.16737402 -28432.55023116 -28439.16699903 -28428.20685256 -28432.68997611 -28429.22626222 -28430.52993803 -28470.84620087 -28430.14542957] manylnprob(): p[0] = [ 1.33444515e+00 2.21814648e+00 9.44331844e-01 -8.84891726e-03 7.07928931e-03 -1.62691594e-04 9.23581680e-01 8.78859800e-01] main(): current acceptance fraction: 39.3613565489 MCMC took 86.797155 sec Running MCMC mcmc-default-064-015-962.pickle manylnprob(): lnp = [-28441.01183255 -28429.83287492 -28428.94852328 -28429.26867734 -28427.84449445 -28437.94078445 -28431.79869486 -28449.47850243 -28434.13166011 -28446.76833235 -28429.61028709 -28428.23280147 -28429.18542129 -28429.88884503 -28428.01431545 -28444.40122291 -28440.58081332 -28429.62478796 -28446.29307415 -28429.96926504 -28428.78745829 -28428.94456963 -28428.43168637 -28444.12029722 -28446.68551657 -28437.59775881 -28428.9999459 -28429.01809175 -28431.81420514 -28427.82389443 -28439.01789091 -28430.26323297 -28431.34956819 -28429.09758333 -28428.51392823 -28449.72441577 -28432.61818745 -28433.53421036 -28429.31411807 -28430.35960124 -28432.45756714 -28428.3933891 -28434.53946493 -28429.38722701 -28452.75184291 -28428.55059452 -28428.68107939 -28429.03768445 -28429.44427985 -28431.38929392 -28441.08458005 -28429.77017343 -28455.47308628 -28448.5904814 -28435.40294837 -28427.99607784 -28429.8674748 -28429.39639314 -28447.42811208 -28433.53839218 -28446.94396535 -28436.8652411 -28431.81313816 -28437.85628626] manylnprob(): p[0] = [ 1.32726910e+00 2.20393967e+00 9.34915181e-01 -8.99495565e-03 6.89634478e-03 -2.83473985e-04 9.34832005e-01 8.84692505e-01] main(): current acceptance fraction: 39.3513110073 MCMC took 86.770948 sec Running MCMC mcmc-default-064-015-963.pickle manylnprob(): lnp = [-28457.52684919 -28428.16558506 -28429.36700058 -28432.06815089 -28428.19803361 -28431.24423157 -28430.67945161 -28438.84990072 -28447.55218737 -28428.49143117 -28430.12268017 -28436.82290289 -28431.21364754 -28429.93744858 -28429.39785494 -28429.19588459 -28428.8639903 -28434.12518985 -28430.6729555 -28427.88577364 -28427.73619743 -28434.94067946 -28427.90340889 -28430.64113006 -28428.59289763 -28428.36756256 -28437.20577657 -28429.49016701 -28451.3320311 -28430.96215739 -28452.14992581 -28430.61828181 -28450.06827054 -28429.56310773 -28444.74585115 -28451.65030901 -28435.63343829 -28430.41571643 -28429.40375269 -28455.16608838 -28451.23125918 -28446.68643389 -28430.14359185 -28429.57744414 -28444.51538663 -28429.8223965 -28429.12050603 -28435.53967081 -28433.53135912 -28457.49397157 -28430.16377936 -28429.5318985 -28432.51079583 -28442.43776833 -28432.04152614 -28448.064175 -28428.41284587 -28429.56232953 -28435.68041311 -28428.13824484 -28446.30225 -28445.96782181 -28431.93920049 -28446.40119965] manylnprob(): p[0] = [ 1.33349517e+00 2.21608660e+00 9.42052526e-01 -8.99991169e-03 6.77599240e-03 -3.34734126e-04 9.35149047e-01 8.69818758e-01] main(): current acceptance fraction: 39.3445280083 MCMC took 85.210931 sec Running MCMC mcmc-default-064-015-964.pickle manylnprob(): lnp = [-28435.52311951 -28435.36061712 -28429.23622137 -28429.44649373 -28435.44118993 -28440.10600106 -28447.81170416 -28452.19445187 -28429.57560192 -28444.85629261 -28447.55149758 -28432.26462061 -28433.3849452 -28428.93558983 -28428.2730652 -28431.77901805 -28428.54067975 -28428.71364916 -28429.99473933 -28431.92852029 -28433.64012618 -28435.53642913 -28428.31022014 -28435.12172273 -28429.09427623 -28436.94408062 -28428.10577423 -28431.39504479 -28430.75026619 -28443.77235507 -28428.49803211 -28449.24674334 -28447.93659424 -28427.80033882 -28434.11780183 -28445.65801166 -28428.51343212 -28439.38995239 -28429.71242558 -28431.31363754 -28466.5126912 -28429.04377339 -28430.71769902 -28449.74271911 -28436.75292509 -28429.82289673 -28431.48778198 -28428.89951493 -28429.29804519 -28447.75928503 -28433.53092823 -28432.45795823 -28447.91404982 -28428.58964573 -28428.50709003 -28429.27353644 -28435.0387807 -28440.38417404 -28427.82983151 -28429.06342413 -28436.15131939 -28428.99107104 -28436.64762053 -28436.76977667] manylnprob(): p[0] = [ 1.33367529e+00 2.21624862e+00 9.42919886e-01 -8.88132578e-03 7.00478892e-03 -2.03013398e-04 9.24061667e-01 8.86954929e-01] main(): current acceptance fraction: 39.3264248705 MCMC took 86.008008 sec Running MCMC mcmc-default-064-015-965.pickle manylnprob(): lnp = [-28459.107656 -28428.70891321 -28427.77308092 -28431.41265359 -28429.79385012 -28427.89886805 -28431.00131481 -28449.66293181 -28446.26592166 -28442.45279453 -28448.28656798 -28428.36015909 -28443.38806208 -28428.79926334 -28452.58878464 -28439.87222276 -28433.36165325 -28428.2778596 -28442.05134015 -28430.61214435 -28430.44823578 -28456.52615998 -28428.77064743 -28445.03280564 -28428.92482553 -28429.35058228 -28447.43759232 -28451.35541936 -28431.3697316 -28445.01083826 -28436.42105021 -28429.01244955 -28430.79378492 -28428.51044202 -28428.34543939 -28428.26466179 -28428.63108642 -28443.27275804 -28428.83787173 -28430.30505194 -28460.601003 -28431.84014298 -28442.26856697 -28429.10274803 -28432.58462681 -28430.16754599 -28433.08353123 -28445.00894013 -28429.77515992 -28430.28238929 -28431.58380081 -28430.73129656 -28430.47831737 -28461.22532891 -28427.4335339 -28439.32150616 -28429.18425243 -28439.21707806 -28429.27262669 -28428.9926339 -28451.94970976 -28433.74250331 -28431.28300098 -28442.64199358] manylnprob(): p[0] = [ 1.33402298e+00 2.21758813e+00 9.43181188e-01 -9.04257508e-03 6.70567169e-03 -3.63750854e-04 9.21821220e-01 9.09171205e-01] main(): current acceptance fraction: 39.3229166667 MCMC took 86.067494 sec Running MCMC mcmc-default-064-015-966.pickle manylnprob(): lnp = [-28432.80754815 -28428.88704441 -28428.4860021 -28431.64509502 -28430.57018865 -28427.1281881 -28439.51997277 -28429.8172757 -28452.05313495 -28438.25922198 -28428.30353256 -28431.91678174 -28430.25723774 -28430.20991227 -28428.99131692 -28430.17535813 -28429.31104656 -28428.26198982 -28430.95292586 -28430.06803684 -28431.20775523 -28430.92178585 -28430.69057474 -28430.68905942 -28433.78710211 -28428.42497685 -28430.1385178 -28431.0956747 -28430.31605617 -28445.06119423 -28431.31075073 -28433.91288022 -28447.87422597 -28429.68148093 -28430.07643649 -28428.75817231 -28441.70341651 -28430.53722899 -28432.95940489 -28456.52238705 -28443.21188361 -28431.40173299 -28429.19762133 -28428.92560878 -28432.4694479 -28432.14582924 -28429.76710174 -28428.83317495 -28428.93420165 -28455.02541199 -28432.88989948 -28429.64729469 -28435.56133378 -28432.09476464 -28428.76300731 -28429.22684729 -28429.96016057 -28444.96960839 -28429.06025264 -28429.38597076 -28450.3995517 -28428.17209213 -28428.33409075 -28448.83979153] manylnprob(): p[0] = [ 1.33599905e+00 2.22091601e+00 9.46017997e-01 -8.82875987e-03 7.07786235e-03 -1.68875502e-04 9.22318933e-01 8.88267518e-01] main(): current acceptance fraction: 39.3323422958 MCMC took 85.859046 sec Running MCMC mcmc-default-064-015-967.pickle manylnprob(): lnp = [-28428.90431434 -28439.3167665 -28427.93646788 -28449.22841298 -28430.70298019 -28436.88016285 -28430.65366409 -28429.80959694 -28452.69083616 -28428.33478858 -28451.89414381 -28435.63606353 -28431.65444737 -28429.02896938 -28429.49853818 -28430.34706977 -28446.02226004 -28430.63054958 -28431.1124503 -28429.9881874 -28430.54444469 -28433.91775577 -28436.88104263 -28445.76013274 -28429.98688307 -28428.19211235 -28436.97050446 -28432.60550886 -28431.47383956 -28428.41838407 -28448.94304307 -28429.76757576 -28441.99979604 -28430.98763217 -28429.93231479 -28430.99462645 -28433.94086727 -28430.14698695 -28432.35406075 -28430.59357931 -28442.19647369 -28429.07512861 -28429.60460032 -28429.95835032 -28429.76339094 -28430.36607299 -28429.27114144 -28428.99198706 -28434.4145086 -28440.95844098 -28441.48897134 -28429.19966926 -28430.52213163 -28433.50186059 -28432.36711755 -28439.01692177 -28440.75355979 -28439.64997363 -28429.08154681 -28451.80969344 -28472.19833827 -28430.86668923 -28429.8871175 -28428.76505843] manylnprob(): p[0] = [ 1.33279801e+00 2.21474551e+00 9.42478155e-01 -8.82586306e-03 7.14665758e-03 -1.30584430e-04 9.21539106e-01 8.68221259e-01] main(): current acceptance fraction: 39.3320635331 MCMC took 84.669742 sec Running MCMC mcmc-default-064-015-968.pickle manylnprob(): lnp = [-28444.53322777 -28428.37016911 -28428.79474327 -28429.56807087 -28428.77417785 -28428.34844571 -28439.59279091 -28441.83073867 -28446.36625425 -28430.3797403 -28441.06081636 -28432.01418866 -28428.12643812 -28437.40050903 -28434.41931349 -28435.13653328 -28436.33679682 -28433.25536375 -28428.50282477 -28438.19478876 -28430.05371879 -28428.28535504 -28430.38534204 -28436.92096166 -28428.97989021 -28429.34908917 -28437.15439455 -28430.67728061 -28431.42299992 -28436.01202896 -28429.08508746 -28442.48378781 -28437.28017059 -28438.24653276 -28433.9162594 -28431.73361695 -28434.90069925 -28430.62819944 -28450.16176386 -28432.00815031 -28446.28030853 -28436.21642071 -28435.59690056 -28447.69182032 -28457.24825891 -28434.13248401 -28432.88324276 -28429.87891981 -28428.38096809 -28441.83124479 -28451.43082329 -28430.71004352 -28429.64929211 -28441.65191944 -28429.01483253 -28428.9402808 -28428.3876726 -28454.16458774 -28435.30617539 -28431.08676242 -28451.94989171 -28437.17567562 -28428.96464895 -28428.80542739] manylnprob(): p[0] = [ 1.33673298e+00 2.22216696e+00 9.46755548e-01 -8.85769154e-03 6.98383798e-03 -2.14858312e-04 9.29225853e-01 8.85623233e-01] main(): current acceptance fraction: 39.3221104231 MCMC took 85.075753 sec Running MCMC mcmc-default-064-015-969.pickle manylnprob(): lnp = [-28427.82546538 -28428.11363131 -28435.53344817 -28432.70378365 -28438.21632334 -28428.74678617 -28429.55790785 -28435.67607205 -28428.79536966 -28429.21115484 -28433.5136347 -28438.69390902 -28428.25349115 -28448.90427119 -28438.30917829 -28438.16318744 -28430.85889995 -28448.8610845 -28429.1249346 -28429.17311892 -28435.58973464 -28429.41724073 -28429.99297876 -28430.49076243 -28436.3043132 -28429.28170438 -28442.53949178 -28441.62760833 -28435.20975215 -28438.37834835 -28438.81382129 -28429.01046813 -28428.40529035 -28431.27408626 -28449.9502601 -28440.88302056 -28432.93718652 -28431.5208874 -28429.98596722 -28436.73628312 -28476.74446668 -28430.25497133 -28429.89175452 -28429.3088353 -28431.19898403 -28434.0543486 -28429.17187594 -28442.29485878 -28428.39427255 -28443.50433717 -28449.7570171 -28430.50787797 -28437.02973347 -28430.95042517 -28428.90905836 -28440.61314641 -28428.09609491 -28444.00084392 -28428.62344476 -28429.18049332 -28434.20152875 -28432.36985854 -28428.33220299 -28430.97182747] manylnprob(): p[0] = [ 1.33382100e+00 2.21689728e+00 9.43826801e-01 -8.81438351e-03 7.15469202e-03 -1.22354395e-04 9.20856411e-01 8.66403878e-01] main(): current acceptance fraction: 39.3202319588 MCMC took 85.783041 sec Plotting trajectory traj-default-064-015-970.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-970.png Running MCMC mcmc-default-064-015-970.pickle manylnprob(): lnp = [-28427.88482062 -28434.92436042 -28428.54824307 -28428.60984039 -28431.18187209 -28429.76584639 -28452.50344958 -28427.85636321 -28434.36293841 -28433.73877811 -28429.93329996 -28428.72144869 -28439.23072869 -28445.75723654 -28440.57675744 -28431.84204085 -28443.66370111 -28429.77318936 -28441.44359224 -28431.20214465 -28433.12124706 -28434.18904621 -28435.57102072 -28430.7457914 -28450.81046267 -28429.25565698 -28428.41738828 -28433.21534609 -28469.42440041 -28428.90267092 -28429.43040179 -28432.14338724 -28432.15864838 -28436.81735022 -28428.6131394 -28430.60121512 -28444.52415968 -28432.71375277 -28429.04529586 -28429.17386199 -28429.36344631 -28429.41067018 -28434.59942879 -28429.08712652 -28434.02571453 -28434.14108608 -28429.24123225 -28457.13023338 -28431.60762608 -28444.73746813 -28435.55703531 -28428.97261574 -28427.8440187 -28442.33957616 -28434.69453775 -28427.70092915 -28429.78944115 -28427.94558569 -28429.98714522 -28429.04379601 -28445.92548129 -28438.46937883 -28446.18078467 -28454.0416049 ] manylnprob(): p[0] = [ 1.33377401e+00 2.21681487e+00 9.43774142e-01 -8.81540783e-03 7.15400699e-03 -1.22535774e-04 9.20926047e-01 8.66203865e-01] main(): current acceptance fraction: 39.3054840371 MCMC took 85.549345 sec Running MCMC mcmc-default-064-015-971.pickle manylnprob(): lnp = [-28439.90050029 -28428.31206971 -28427.83041646 -28436.86784007 -28433.81865023 -28433.68384077 -28436.140745 -28432.5957085 -28428.98404723 -28434.11921702 -28432.30234813 -28428.94848567 -28435.23757515 -28429.17255113 -28435.00195506 -28452.06062872 -28433.44139813 -28443.10844292 -28428.85973911 -28459.3125931 -28431.20701524 -28431.08898209 -28429.36389271 -28446.02436435 -28429.00951667 -28429.17006778 -28436.47662549 -28429.91806026 -28451.63334435 -28427.93300347 -28429.92032504 -28436.50323506 -28441.68870868 -28431.3046274 -28434.80764728 -28449.00179898 -28436.82804007 -28430.86240887 -28430.003573 -28454.68819442 -28428.87826622 -28430.27372962 -28434.1488029 -28436.26441546 -28428.81487773 -28434.10913385 -28428.95154583 -28429.69304331 -28433.6524325 -28440.1624716 -28432.21410589 -28430.85484778 -28429.68429037 -28442.41907161 -28428.90337795 -28429.2935907 -28429.72090537 -28428.06794207 -28427.40236154 -28428.83505388 -28431.78029956 -28444.44016007 -28429.47759591 -28432.11772818] manylnprob(): p[0] = [ 1.32966159e+00 2.20934121e+00 9.39357201e-01 -8.96332115e-03 6.98551518e-03 -2.42058620e-04 9.17370069e-01 8.82115847e-01] main(): current acceptance fraction: 39.3084490741 MCMC took 85.63891 sec Running MCMC mcmc-default-064-015-972.pickle manylnprob(): lnp = [-28430.03872103 -28427.82616296 -28429.12650971 -28438.40088041 -28431.18511821 -28428.39890925 -28442.69708129 -28429.71574591 -28427.57805059 -28453.66653039 -28442.55760614 -28430.40737814 -28429.67479489 -28430.17901022 -28434.56156128 -28429.68579664 -28437.27294314 -28432.21802519 -28445.20632155 -28459.33877447 -28428.39453269 -28436.08115478 -28440.58288804 -28433.42339395 -28429.22543529 -28427.83137495 -28428.58825557 -28427.88958343 -28454.70191872 -28436.08421434 -28432.54284131 -28444.07788234 -28432.72913681 -28450.30283331 -28429.61893513 -28430.45913439 -28442.42765428 -28428.97462162 -28430.13116768 -28438.8309562 -28427.69039773 -28430.19195857 -28443.64843023 -28452.98276921 -28428.41756113 -28430.65464479 -28428.91391774 -28442.46767292 -28429.25761631 -28442.91979002 -28442.24337476 -28434.94274872 -28431.27757593 -28429.09540045 -28431.13707697 -28429.32977745 -28436.15778785 -28428.38942901 -28440.47909378 -28439.22445706 -28434.18989256 -28434.82083636 -28428.43276378 -28431.79333288] manylnprob(): p[0] = [ 1.32954443e+00 2.20885776e+00 9.38862648e-01 -8.90064312e-03 7.08248296e-03 -1.85111215e-04 9.21818379e-01 8.70283687e-01] main(): current acceptance fraction: 39.3081963001 MCMC took 85.818062 sec Running MCMC mcmc-default-064-015-973.pickle manylnprob(): lnp = [-28444.23382542 -28428.37359713 -28428.93001934 -28433.93880446 -28432.70816274 -28428.23183206 -28429.02133615 -28437.73695768 -28442.4722673 -28431.36647475 -28429.11486631 -28428.76197362 -28427.33706055 -28429.33284255 -28428.95045282 -28430.89544265 -28441.03901174 -28430.97608508 -28427.75664217 -28433.40582977 -28428.06790644 -28428.88793878 -28428.50265179 -28446.53448716 -28451.24993695 -28429.33123459 -28428.51168807 -28428.85420762 -28432.35615601 -28428.37633828 -28428.18758356 -28443.50281294 -28430.32840602 -28428.27784214 -28433.6633916 -28453.6422077 -28432.20920461 -28434.99415737 -28429.46500968 -28434.9892022 -28430.11529289 -28444.92807461 -28429.270639 -28428.34308498 -28431.50360766 -28429.18280451 -28429.7042205 -28427.42883394 -28430.81265958 -28430.68353472 -28437.53586982 -28430.57241966 -28428.4812197 -28429.8028253 -28431.5342551 -28428.99568801 -28436.20741997 -28430.00112321 -28437.60691265 -28441.18828507 -28440.73948231 -28466.18349108 -28428.99075714 -28430.48330459] manylnprob(): p[0] = [ 1.32316674e+00 2.19651660e+00 9.30930731e-01 -9.01348995e-03 7.00465380e-03 -2.57734851e-04 9.15584747e-01 9.03696036e-01] main(): current acceptance fraction: 39.3015272074 MCMC took 85.020899 sec Running MCMC mcmc-default-064-015-974.pickle manylnprob(): lnp = [-28429.21585538 -28441.28986271 -28433.30210221 -28430.77634734 -28431.39392915 -28427.43273015 -28430.47643742 -28429.63147193 -28442.40446237 -28429.77266676 -28430.4592334 -28428.70860736 -28451.77840103 -28430.00790969 -28432.10639863 -28435.48221426 -28466.58681336 -28440.63309454 -28427.61705368 -28429.44209045 -28429.47653307 -28437.78186611 -28427.93452234 -28430.80420104 -28431.72319607 -28436.09323794 -28441.91138004 -28428.73616562 -28454.8302018 -28430.09988996 -28431.33504258 -28448.35574966 -28428.33777706 -28427.82673139 -28429.71908463 -28430.97656001 -28429.81935236 -28431.11758352 -28430.94185718 -28430.56548301 -28427.11293809 -28429.98083606 -28428.72088991 -28427.39875355 -28442.27257281 -28437.11063443 -28439.01130797 -28428.07910907 -28449.11891207 -28441.41719751 -28438.69714219 -28431.86592292 -28429.31667148 -28431.07505282 -28436.91123771 -28429.84450989 -28436.17672468 -28429.51577217 -28433.18250004 -28428.55598706 -28430.29917681 -28430.19836853 -28431.53476544 -28450.79884072] manylnprob(): p[0] = [ 1.32998856e+00 2.20976770e+00 9.39445108e-01 -8.88909716e-03 7.10100233e-03 -1.71549708e-04 9.20602262e-01 8.68189182e-01] main(): current acceptance fraction: 39.2948717949 MCMC took 85.07338 sec Running MCMC mcmc-default-064-015-975.pickle manylnprob(): lnp = [-28432.16230943 -28432.39502833 -28430.64486869 -28433.98405416 -28429.383987 -28428.19821698 -28448.23775842 -28441.73991008 -28443.23521719 -28428.30249137 -28448.81546625 -28428.51032353 -28430.24591702 -28431.14286878 -28434.28214773 -28432.02743 -28432.20484951 -28443.22871562 -28429.68086008 -28431.258138 -28437.74621853 -28435.69200472 -28428.00757288 -28434.18389658 -28429.20584085 -28429.59975956 -28452.39999806 -28428.86248109 -28444.26775143 -28430.75865696 -28428.2403188 -28451.82950826 -28439.44718745 -28428.05648852 -28429.70656668 -28429.04876726 -28429.97740861 -28433.10490822 -28429.26923804 -28428.97355205 -28451.3489531 -28430.00548916 -28436.56386357 -28456.85129543 -28431.26367037 -28428.22434103 -28437.54512649 -28428.48087681 -28429.51552911 -28435.5126379 -28431.94552159 -28434.01848151 -28428.4098406 -28447.51796289 -28428.9805506 -28439.61384454 -28444.10610841 -28440.60656537 -28427.02735985 -28429.07525882 -28437.67673814 -28429.8588728 -28429.83716557 -28456.33937557] manylnprob(): p[0] = [ 1.33032299e+00 2.21047757e+00 9.39433642e-01 -8.91842385e-03 7.06870022e-03 -1.90046150e-04 9.14343315e-01 8.78130310e-01] main(): current acceptance fraction: 39.294633709 MCMC took 84.70585 sec Running MCMC mcmc-default-064-015-976.pickle manylnprob(): lnp = [-28448.4827936 -28435.09387544 -28431.84573306 -28430.18953159 -28445.38167588 -28442.9388164 -28435.98163835 -28442.0595695 -28428.9027875 -28429.30357431 -28428.56570287 -28428.5158651 -28432.55437966 -28428.64817007 -28429.40735606 -28428.40597307 -28434.9984169 -28478.88026509 -28430.30774584 -28427.87217873 -28428.39526329 -28450.53689653 -28427.8505671 -28453.40280669 -28429.25938603 -28436.76123528 -28437.74200093 -28435.43648631 -28431.50927483 -28429.09265713 -28428.32288636 -28428.48881999 -28446.84522705 -28427.58303377 -28428.98358264 -28439.3305046 -28441.59575265 -28430.06019946 -28429.52450967 -28429.2367794 -28431.61747164 -28430.62410645 -28457.59372504 -28438.20726073 -28430.49647173 -28429.23297248 -28442.38370783 -28435.74466542 -28431.18008367 -28442.39993248 -28442.05142525 -28463.78470376 -28433.08655984 -28429.09599181 -28431.46781014 -28429.21282902 -28429.65429262 -28428.58810461 -28426.9020373 -28429.66293572 -28429.12983269 -28432.19616987 -28449.70791556 -28432.51148552] manylnprob(): p[0] = [ 1.32635463e+00 2.20211711e+00 9.33738135e-01 -9.01795245e-03 6.93328544e-03 -2.78508684e-04 9.10227309e-01 8.91780075e-01] main(): current acceptance fraction: 39.2975946776 MCMC took 85.58002 sec Running MCMC mcmc-default-064-015-977.pickle manylnprob(): lnp = [-28443.52022377 -28433.53384748 -28431.09041167 -28429.42203218 -28430.19422852 -28428.60066054 -28442.59351311 -28440.83745701 -28429.4398845 -28440.83352735 -28428.36289349 -28427.89646376 -28428.19889779 -28428.92973313 -28448.98444736 -28428.43391558 -28438.82136515 -28436.34171821 -28431.39059313 -28428.39434305 -28433.87223836 -28429.13909554 -28427.14173175 -28435.72444997 -28442.61844418 -28429.57308973 -28428.31010358 -28436.54218536 -28451.51803722 -28428.39228136 -28430.84970144 -28433.97731413 -28438.96839969 -28427.62413418 -28431.92705827 -28444.98747234 -28454.4905057 -28445.09670843 -28429.73341854 -28430.27466681 -28428.04994413 -28434.38791439 -28431.13293631 -28435.20424698 -28429.10855209 -28428.64448461 -28436.54346895 -28430.52932617 -28463.01502667 -28430.68239792 -28445.23670141 -28430.28116955 -28444.91973957 -28473.84928342 -28434.09797147 -28427.95799199 -28429.72942532 -28429.12125161 -28428.99332488 -28429.31878389 -28428.25950498 -28439.63584302 -28435.19646829 -28434.0656467 ] manylnprob(): p[0] = [ 1.33044130e+00 2.21055566e+00 9.39388095e-01 -8.92276520e-03 7.06225034e-03 -2.05062854e-04 9.11031739e-01 8.86917494e-01] main(): current acceptance fraction: 39.294158998 MCMC took 85.218289 sec Running MCMC mcmc-default-064-015-978.pickle manylnprob(): lnp = [-28435.83645798 -28445.21379772 -28436.32296525 -28428.23636385 -28431.99697672 -28429.71022248 -28440.72626977 -28436.2156582 -28428.91110295 -28428.40042335 -28430.28565545 -28428.62754977 -28432.00609514 -28429.30941021 -28428.54722947 -28427.96105127 -28432.16978909 -28434.98761896 -28430.92642661 -28429.49754153 -28428.02661655 -28439.15349495 -28428.1423341 -28433.84082215 -28449.19173997 -28429.0367479 -28447.90608563 -28429.12260691 -28435.83312767 -28441.78525227 -28440.37508343 -28449.83642408 -28446.7579183 -28427.28625563 -28429.7756285 -28451.3829813 -28431.70422183 -28430.97184236 -28439.30729109 -28431.7267222 -28432.30507597 -28430.49262896 -28429.79298427 -28428.26076945 -28428.30576254 -28437.51017563 -28429.75615161 -28428.94454293 -28428.08850932 -28429.80676873 -28435.98680708 -28436.56102543 -28440.21590223 -28428.39859062 -28445.56484459 -28427.7292218 -28450.807767 -28431.43200659 -28436.35388096 -28429.99502463 -28435.24141142 -28436.64351855 -28429.54705287 -28469.67870167] manylnprob(): p[0] = [ 1.33038775e+00 2.21059009e+00 9.39287747e-01 -8.92711625e-03 7.05415861e-03 -2.07007390e-04 9.12702850e-01 8.88006083e-01] main(): current acceptance fraction: 39.2875383044 MCMC took 85.86633 sec Running MCMC mcmc-default-064-015-979.pickle manylnprob(): lnp = [-28450.96166002 -28430.76886685 -28429.5620931 -28429.26677537 -28444.97188488 -28430.27404214 -28429.2803269 -28439.64840373 -28426.8717623 -28428.93609089 -28429.03831232 -28428.48647821 -28428.47538959 -28428.56991043 -28427.77526911 -28428.08352934 -28431.72057433 -28429.41211616 -28429.42667307 -28430.06511259 -28430.44630623 -28431.89734292 -28427.86310024 -28446.14944918 -28429.86994609 -28434.13991018 -28430.20614753 -28430.40357197 -28458.99620783 -28435.39850459 -28429.00137438 -28427.47371616 -28432.39642783 -28429.97551669 -28429.1343834 -28457.35925689 -28430.09385317 -28429.70533405 -28430.9311692 -28470.9404183 -28437.24645471 -28429.09973492 -28430.73252611 -28427.99932864 -28435.3065104 -28429.24550019 -28446.00844864 -28428.97842046 -28433.99364195 -28446.42937809 -28436.94064107 -28432.78065486 -28448.6698229 -28438.1058413 -28469.74542868 -28434.14842768 -28436.65956332 -28482.07173275 -28445.57223401 -28431.58179548 -28430.83146528 -28439.89102593 -28429.89990487 -28437.13249371] manylnprob(): p[0] = [ 1.33201709e+00 2.21451608e+00 9.41950554e-01 -9.01862799e-03 6.89991025e-03 -2.75271193e-04 9.08235564e-01 8.89625300e-01] main(): current acceptance fraction: 39.2873086735 MCMC took 85.623028 sec Plotting trajectory traj-default-064-015-980.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-980.png Running MCMC mcmc-default-064-015-980.pickle manylnprob(): lnp = [-28429.14838033 -28432.08888533 -28434.00748853 -28434.54552389 -28431.49562404 -28430.38027967 -28436.79489414 -28430.19037119 -28428.98619793 -28438.65049244 -28435.40140374 -28441.53142268 -28428.05844968 -28429.9799478 -28428.55999316 -28428.56117041 -28427.67598596 -28429.64270478 -28443.24617985 -28428.50690976 -28446.08028867 -28430.85938393 -28427.66312186 -28432.55111665 -28429.55378621 -28427.73878458 -28441.78329242 -28430.61364956 -28430.34179475 -28430.41485443 -28428.35352457 -28429.27389022 -28456.00126554 -28448.08613935 -28432.24288551 -28430.05227267 -28441.23073663 -28428.02746216 -28433.5441665 -28429.17738099 -28432.7544266 -28430.62749523 -28429.81371394 -28429.70104299 -28439.01198377 -28430.78795875 -28429.43212459 -28428.2726598 -28428.44049028 -28428.49243975 -28435.73095847 -28430.72163843 -28456.35532662 -28443.14083348 -28461.98849859 -28448.08704641 -28438.80062039 -28450.29307771 -28450.63892291 -28434.28827682 -28430.27850511 -28429.92781986 -28429.49203701 -28429.74615255] manylnprob(): p[0] = [ 1.32935359e+00 2.20864203e+00 9.38939194e-01 -8.89413844e-03 7.10026047e-03 -1.72876057e-04 9.17551148e-01 8.53479215e-01] main(): current acceptance fraction: 39.2823012232 MCMC took 85.741971 sec Running MCMC mcmc-default-064-015-981.pickle manylnprob(): lnp = [-28432.87784221 -28445.22455599 -28436.96358297 -28431.49336765 -28430.46284286 -28429.83305564 -28429.41641554 -28433.12176641 -28443.68653138 -28427.87029187 -28452.63969783 -28429.34502881 -28438.68625755 -28427.77373385 -28443.28540954 -28427.66475104 -28427.04901356 -28435.78033129 -28458.28609189 -28427.49076099 -28430.07349982 -28434.05875734 -28427.5919375 -28432.19128649 -28428.85952097 -28428.61876903 -28440.51481221 -28442.41526214 -28436.67831138 -28430.37651263 -28430.71310645 -28430.30670854 -28431.56028133 -28429.63864051 -28430.60215346 -28432.89330567 -28429.2085475 -28430.13909762 -28429.45691252 -28430.2169111 -28440.47987535 -28428.36985679 -28442.49866099 -28429.55844576 -28430.42512876 -28428.40628315 -28429.43668401 -28430.01343851 -28427.9986054 -28431.10636259 -28429.17375298 -28431.63636851 -28439.13899048 -28428.02948573 -28433.210437 -28432.88796553 -28437.30658344 -28432.46836368 -28428.76760264 -28435.60018318 -28429.81191498 -28429.7107952 -28457.26160807 -28434.00936039] manylnprob(): p[0] = [ 1.32927405e+00 2.20845014e+00 9.38098546e-01 -8.93575804e-03 7.05793919e-03 -1.98474936e-04 9.13964703e-01 8.79674880e-01] main(): current acceptance fraction: 39.2900330957 MCMC took 85.55393 sec Running MCMC mcmc-default-064-015-982.pickle manylnprob(): lnp = [-28453.41239019 -28429.79673294 -28432.93149904 -28430.40536204 -28430.99431599 -28435.96131518 -28443.72701328 -28431.68769997 -28434.13944743 -28437.37482458 -28437.48617745 -28431.86883918 -28433.27840305 -28428.47231394 -28432.9803801 -28434.7843604 -28429.45042889 -28428.75735347 -28429.27012764 -28428.68372094 -28434.09251614 -28450.77443869 -28428.0462568 -28433.94341576 -28427.89164238 -28446.01359649 -28437.83208108 -28428.80803784 -28429.36641627 -28459.24384676 -28429.86987334 -28428.70652762 -28445.59700088 -28430.64922834 -28455.01298925 -28440.24540763 -28432.85379356 -28441.87999129 -28429.91442672 -28439.59869721 -28435.89875011 -28440.35869042 -28431.90606161 -28428.72016998 -28428.23121787 -28433.640601 -28427.66896224 -28428.33459117 -28427.35541902 -28432.17323146 -28429.22245308 -28431.57746006 -28451.44701449 -28428.3862484 -28434.78846708 -28445.88111021 -28429.28989331 -28432.92019643 -28427.66567904 -28431.19927321 -28431.26065841 -28427.83450961 -28429.14658622 -28431.97693348] manylnprob(): p[0] = [ 1.33395700e+00 2.21862469e+00 9.43971823e-01 -8.97009001e-03 6.95639600e-03 -2.58059134e-04 9.14473805e-01 9.01778738e-01] main(): current acceptance fraction: 39.2866225839 MCMC took 85.569378 sec Running MCMC mcmc-default-064-015-983.pickle manylnprob(): lnp = [-28429.43820066 -28443.92019265 -28427.72591282 -28442.84956604 -28433.32974472 -28447.32128593 -28439.03940409 -28429.01246397 -28433.94171963 -28426.9383607 -28433.66999564 -28428.57154569 -28449.53791841 -28429.1168347 -28429.4739135 -28436.99185535 -28454.29610629 -28429.20595623 -28429.30121803 -28427.38177657 -28458.37865107 -28437.86338105 -28430.03783938 -28438.71137508 -28434.33444484 -28428.81342016 -28428.13355749 -28431.06011844 -28435.74125705 -28430.15678497 -28440.78421748 -28429.30331984 -28458.90337777 -28433.94889032 -28440.87131455 -28431.26572821 -28432.43541314 -28429.31408137 -28429.55039776 -28449.93644086 -28432.58883462 -28428.78647888 -28428.52591347 -28434.79530781 -28435.58662718 -28434.26490645 -28428.74422803 -28432.49130389 -28430.18468794 -28443.87700857 -28445.14443826 -28441.50698262 -28457.19920847 -28436.91844163 -28445.62825245 -28447.18677304 -28436.12698798 -28448.05397858 -28448.25897416 -28429.99446987 -28434.61200366 -28429.54180711 -28450.96064225 -28445.90755997] manylnprob(): p[0] = [ 1.32933953e+00 2.20853667e+00 9.38378672e-01 -8.89962552e-03 7.11560591e-03 -1.57836782e-04 9.18146233e-01 8.67035379e-01] main(): current acceptance fraction: 39.276867378 MCMC took 85.459196 sec Running MCMC mcmc-default-064-015-984.pickle manylnprob(): lnp = [-28428.91437166 -28430.1318404 -28428.06926878 -28428.18584111 -28452.17981491 -28429.47553125 -28430.71679011 -28429.3649631 -28448.09063712 -28428.60416361 -28429.99245374 -28428.4407956 -28456.36804335 -28429.19577457 -28432.01198262 -28431.65120379 -28436.3296519 -28430.21065914 -28427.45752598 -28435.15629964 -28429.51805335 -28432.77068467 -28437.32998107 -28430.82018821 -28428.34624271 -28428.74159359 -28430.48541412 -28429.59351715 -28431.47934896 -28437.38800699 -28446.68706775 -28428.48557995 -28430.54264715 -28428.84867577 -28447.36711417 -28429.56730528 -28434.63353352 -28429.04237255 -28435.6281889 -28429.50059199 -28436.49120522 -28454.20411988 -28427.68084339 -28437.93770971 -28430.39338864 -28438.9334237 -28456.82483858 -28429.65168404 -28428.5273507 -28449.20846279 -28439.12690871 -28453.36843717 -28447.54945267 -28427.51845498 -28450.37332615 -28430.61905822 -28427.51713232 -28449.01780023 -28443.48304223 -28451.47527175 -28435.74164218 -28432.74234955 -28457.75674987 -28489.1745647 ] manylnprob(): p[0] = [ 1.33139156e+00 2.21276111e+00 9.41106701e-01 -8.86924102e-03 7.12655473e-03 -1.43163944e-04 9.14130062e-01 8.65329488e-01] main(): current acceptance fraction: 39.2687182741 MCMC took 85.581218 sec Running MCMC mcmc-default-064-015-985.pickle manylnprob(): lnp = [-28431.9080583 -28428.78830168 -28428.46586003 -28428.56253727 -28435.34050575 -28433.91029591 -28429.67539467 -28437.45755656 -28447.07187319 -28474.06982833 -28428.78093909 -28428.37044479 -28442.12595254 -28427.89102194 -28428.60431134 -28465.19880356 -28429.2161602 -28430.2468346 -28435.29284815 -28429.04423434 -28428.92542283 -28433.92859461 -28446.96477918 -28435.61143933 -28428.57552044 -28427.7851978 -28452.78452512 -28428.681923 -28460.10144656 -28436.89198972 -28454.2881205 -28430.1286314 -28443.57667678 -28455.19641481 -28434.31665451 -28435.0330663 -28432.36920857 -28428.32356688 -28433.66287475 -28436.59406728 -28435.8355977 -28428.74507834 -28431.15511041 -28428.68237203 -28449.62366688 -28430.11269 -28433.09014573 -28449.45217347 -28428.4667986 -28429.71395901 -28429.15352664 -28428.28420031 -28471.2170965 -28427.0316956 -28431.09901159 -28438.07824674 -28435.31232805 -28430.94874806 -28429.13655189 -28452.58682099 -28438.29928548 -28439.48390832 -28429.64849318 -28444.25154379] manylnprob(): p[0] = [ 1.32919433e+00 2.20856945e+00 9.38205392e-01 -8.88623768e-03 7.14796465e-03 -1.39800029e-04 9.16072292e-01 8.78441157e-01] main(): current acceptance fraction: 39.2621703854 MCMC took 85.722344 sec Running MCMC mcmc-default-064-015-986.pickle manylnprob(): lnp = [-28431.54688039 -28433.44100136 -28430.06265999 -28438.87406042 -28461.27088791 -28429.05662441 -28435.78344051 -28427.5956072 -28442.62392064 -28442.55224639 -28442.08417045 -28428.22689227 -28427.86062961 -28430.25548872 -28428.20398263 -28443.39079094 -28445.77349386 -28429.94263335 -28429.35194832 -28435.10221331 -28431.78572425 -28443.69010905 -28434.00192248 -28430.52857025 -28430.49836006 -28436.77766395 -28445.36064845 -28428.93040659 -28428.95083673 -28444.16399121 -28446.6936888 -28434.76812263 -28428.44693244 -28429.96332417 -28434.56221251 -28429.24962393 -28444.09698862 -28428.37489313 -28432.02514734 -28432.90588855 -28430.39783432 -28439.95695329 -28430.72758238 -28439.15771232 -28430.80850219 -28438.93258775 -28447.27967338 -28430.07635525 -28428.0254701 -28442.52570621 -28430.85426107 -28440.75482813 -28472.60313708 -28427.69060086 -28446.37509489 -28447.61778546 -28429.52239336 -28486.62909162 -28428.82251188 -28430.91030931 -28442.85302766 -28429.66622873 -28436.28760268 -28430.16431129] manylnprob(): p[0] = [ 1.33184455e+00 2.21358844e+00 9.41855096e-01 -8.88974751e-03 7.09033145e-03 -1.70874384e-04 9.14354887e-01 8.93623042e-01] main(): current acceptance fraction: 39.257218845 MCMC took 85.259289 sec Running MCMC mcmc-default-064-015-987.pickle manylnprob(): lnp = [-28441.29521331 -28432.03474124 -28442.69130091 -28429.53525711 -28441.23416155 -28428.75220561 -28436.05071551 -28446.47963718 -28452.79533913 -28430.02777221 -28434.58995678 -28428.0663237 -28428.13619398 -28428.62990876 -28427.88692555 -28440.15855478 -28429.32138033 -28435.51677188 -28427.66139825 -28441.58116822 -28445.7667958 -28434.50434537 -28430.51307702 -28453.45186045 -28427.73463335 -28444.05375146 -28449.66175075 -28432.59904302 -28427.96714417 -28430.53360132 -28429.02925794 -28429.17690843 -28427.78156149 -28438.01554966 -28451.23531397 -28452.54201432 -28432.03056178 -28427.93233143 -28429.99533548 -28430.38486319 -28442.00176965 -28430.5178095 -28430.49186429 -28428.50161094 -28430.35811917 -28427.8556523 -28443.2510952 -28433.00831781 -28430.93051375 -28428.77842102 -28428.73974717 -28430.01237568 -28431.2818936 -28428.35464843 -28431.66954246 -28432.16606183 -28431.0375467 -28446.51207021 -28437.14761872 -28428.36267841 -28443.15928084 -28428.44322025 -28429.24031274 -28435.70505517] manylnprob(): p[0] = [ 1.32643780e+00 2.20311492e+00 9.34760474e-01 -8.97582419e-03 7.02972225e-03 -2.21573160e-04 9.14454956e-01 9.20109471e-01] main(): current acceptance fraction: 39.2538588057 MCMC took 85.781757 sec Running MCMC mcmc-default-064-015-988.pickle manylnprob(): lnp = [-28434.86201495 -28436.66843297 -28440.38950741 -28430.31444779 -28429.13000228 -28433.25620955 -28432.32858284 -28439.93310706 -28428.74363357 -28430.04862653 -28429.10987971 -28428.24963977 -28427.12308408 -28430.39838935 -28433.48016433 -28429.55193946 -28428.66691851 -28446.36791466 -28429.42852601 -28429.20725374 -28448.18178626 -28436.03488394 -28430.67003596 -28430.37378151 -28428.33430108 -28432.4241189 -28435.97968182 -28458.2187654 -28433.67461326 -28428.84339547 -28447.51868742 -28446.15113448 -28431.07355037 -28429.46730446 -28445.49951259 -28439.53765534 -28435.60156125 -28428.93456522 -28429.91087153 -28429.18779357 -28434.20850289 -28432.21856339 -28443.86622453 -28438.2606062 -28444.32977941 -28427.85202537 -28436.0795091 -28440.28494075 -28433.39821995 -28429.1775325 -28432.17782484 -28430.18644497 -28436.76632547 -28429.46732328 -28456.06623413 -28464.96879664 -28430.68372825 -28452.42070371 -28432.09995392 -28428.40425986 -28438.57143308 -28434.80256956 -28429.73447992 -28435.72931511] manylnprob(): p[0] = [ 1.33348228e+00 2.21708512e+00 9.44009926e-01 -8.89295373e-03 7.06740803e-03 -1.83632091e-04 9.14174710e-01 9.03970649e-01] main(): current acceptance fraction: 39.2584049545 MCMC took 85.764415 sec Running MCMC mcmc-default-064-015-989.pickle manylnprob(): lnp = [-28430.85260348 -28438.51375993 -28447.96346172 -28440.83433247 -28428.78619275 -28436.21657634 -28441.10457755 -28450.06442323 -28443.05952848 -28441.60572947 -28428.33301729 -28428.00320605 -28435.78223631 -28429.08790916 -28430.39550511 -28435.02649569 -28429.25551779 -28448.81623132 -28444.17454123 -28430.32043623 -28437.02886382 -28477.99251953 -28430.60519428 -28429.32373652 -28428.84092205 -28428.62518409 -28428.40175983 -28428.7857104 -28434.55283935 -28428.9020147 -28436.82010946 -28428.65354126 -28430.9872529 -28432.14170372 -28444.11660879 -28428.75286355 -28430.81727787 -28428.97340408 -28428.93413202 -28432.84081687 -28429.86198329 -28429.77324289 -28432.85010434 -28427.31197973 -28429.39180118 -28427.51635953 -28428.29795846 -28430.07449497 -28449.65928901 -28444.25229028 -28439.00889523 -28431.68216717 -28439.72198261 -28428.41388618 -28430.45160479 -28441.61601557 -28429.53622971 -28490.22176823 -28429.05601404 -28427.68278678 -28492.75061678 -28430.17516105 -28429.55810099 -28428.57071233] manylnprob(): p[0] = [ 1.33219645e+00 2.21414638e+00 9.42241446e-01 -8.87745542e-03 7.10552228e-03 -1.60152653e-04 9.13418801e-01 8.88853542e-01] main(): current acceptance fraction: 39.2487373737 MCMC took 85.355147 sec Plotting trajectory traj-default-064-015-990.png ptrue [ 1.24861301e+00 2.02538908e+00 8.24227266e-01 -7.97374769e-03 9.39138505e-03 1.21474119e-03 9.00000000e-01 8.00000000e-01] Plotting distribution manyd-default-064-015-990.png Running MCMC mcmc-default-064-015-990.pickle manylnprob(): lnp = [-28442.56051605 -28445.38905625 -28440.72739517 -28428.84491519 -28452.97172364 -28452.89101112 -28430.80931999 -28444.19781745 -28429.0918683 -28430.50574227 -28438.62568641 -28446.76701261 -28427.38899243 -28431.96619962 -28430.05879476 -28467.37707066 -28428.1550713 -28440.75852598 -28428.74012518 -28430.58326623 -28433.33409355 -28449.29527694 -28428.59546353 -28438.31993388 -28430.27676239 -28429.42092323 -28429.47751723 -28435.43401786 -28435.3226574 -28435.45003786 -28432.10779643 -28448.29330389 -28432.6362555 -28428.6220002 -28433.11022343 -28436.83891142 -28432.062542 -28428.65856334 -28428.06916594 -28436.55135353 -28429.4043175 -28431.54463199 -28443.75162006 -28437.29739053 -28427.98098656 -28428.04251302 -28437.70927298 -28430.03039885 -28430.67137582 -28428.53242859 -28429.93339443 -28428.17181846 -28429.18998074 -28432.1601889 -28443.1646669 -28429.66447108 -28430.37306257 -28435.7499462 -28436.60433698 -28427.64396729 -28442.35150242 -28430.03253954 -28430.21458239 -28428.85844686] manylnprob(): p[0] = [ 1.32744545e+00 2.20443775e+00 9.35930636e-01 -8.94866333e-03 7.07325408e-03 -2.01417726e-04 9.04915850e-01 9.09971483e-01] main(): current acceptance fraction: 39.2422426842 MCMC took 85.508464 sec Running MCMC mcmc-default-064-015-991.pickle manylnprob(): lnp = [-28431.03374863 -28448.63108239 -28437.42639236 -28428.37185692 -28442.33687788 -28441.90480288 -28432.0081435 -28429.11174294 -28448.14974221 -28432.5968785 -28432.21672815 -28428.6345462 -28433.75533969 -28437.62844838 -28430.73769736 -28430.66081138 -28428.92221162 -28444.00978493 -28427.84518429 -28428.62929781 -28428.5874006 -28432.01483607 -28429.30713361 -28440.08120348 -28449.59460823 -28430.28533524 -28428.43630643 -28459.44757941 -28432.01784241 -28427.95508879 -28429.23809561 -28428.65695533 -28429.40718541 -28428.26232387 -28429.96745638 -28427.83439047 -28440.6223701 -28428.58377701 -28427.95998751 -28427.63787415 -28427.60789431 -28430.56594078 -28454.4604723 -28434.41360786 -28430.67326873 -28429.29241737 -28433.27932027 -28431.23003742 -28454.01913439 -28429.91548926 -28428.58768086 -28428.41240394 -28432.54649109 -28429.86416972 -28439.41937276 -28429.51260691 -28453.30295687 -28440.77411654 -28432.70961263 -28427.29843089 -28438.30016776 -28438.47213829 -28429.77427875 -28438.21540929] manylnprob(): p[0] = [ 1.33434047e+00 2.21857462e+00 9.45058430e-01 -8.87791019e-03 7.07530164e-03 -1.67635044e-04 9.13829650e-01 8.87715415e-01] main(): current acceptance fraction: 39.2452116935 MCMC took 85.966124 sec Running MCMC mcmc-default-064-015-992.pickle manylnprob(): lnp = [-28431.26725561 -28431.08282658 -28430.94914451 -28445.81333527 -28431.35740557 -28430.44406757 -28430.93375809 -28433.80739167 -28443.01109936 -28428.46475594 -28432.71329767 -28429.55157942 -28427.94963522 -28431.42167332 -28442.65701482 -28430.12641331 -28428.71480379 -28439.16316902 -28463.21843387 -28430.13093491 -28441.15518569 -28432.3059961 -28430.28123896 -28430.60531666 -28429.66623767 -28431.18810734 -28428.5882339 -28440.01620257 -28430.16431373 -28427.59736583 -28428.56648185 -28449.79734428 -28429.47548948 -28428.66793926 -28437.49188062 -28431.04307225 -28436.85154951 -28431.61517019 -28432.35365905 -28433.11394936 -28427.98626828 -28432.45871046 -28429.14174782 -28429.59436929 -28429.31233016 -28430.21198536 -28427.43117769 -28429.98981352 -28428.86886669 -28434.82290641 -28429.59942404 -28427.93609383 -28429.25194858 -28428.65504708 -28429.46758291 -28431.69994471 -28428.93147297 -28433.8194929 -28434.79440651 -28430.80060448 -28451.10727851 -28439.26655878 -28433.26390661 -28431.38647096] manylnprob(): p[0] = [ 1.33399665e+00 2.21799333e+00 9.44624430e-01 -8.88724371e-03 7.06664436e-03 -1.71921695e-04 9.13376880e-01 8.92195531e-01] main(): current acceptance fraction: 39.2528952669 MCMC took 85.621021 sec Running MCMC mcmc-default-064-015-993.pickle manylnprob(): lnp = [-28429.29478602 -28435.67488477 -28438.00521529 -28428.55745353 -28437.8005321 -28436.52720736 -28445.35467945 -28438.15434566 -28427.94970561 -28427.62285984 -28455.63185538 -28445.36590289 -28428.11694234 -28429.60685058 -28445.72069825 -28435.56816762 -28434.67640563 -28428.54029613 -28428.5653003 -28445.02810398 -28428.87219234 -28430.20350814 -28428.22400125 -28428.54699904 -28431.66827876 -28432.52478466 -28428.5941485 -28430.7087987 -28434.61514726 -28430.55549459 -28444.73098088 -28429.98478705 -28431.73199281 -28427.04462493 -28430.24233841 -28430.2052631 -28437.46941586 -28453.05359942 -28436.36680037 -28430.18596771 -28437.82893086 -28436.7403795 -28435.07135497 -28446.85272717 -28440.35914718 -28453.39692348 -28427.35644801 -28433.9348272 -28434.66533708 -28433.15130497 -28430.57749916 -28428.07804833 -28436.43381459 -28432.55561088 -28431.18139908 -28436.88694514 -28451.53999751 -28429.80898279 -28454.16200994 -28430.06115999 -28433.53195217 -28427.78368079 -28455.13177102 -28434.90958349] manylnprob(): p[0] = [ 1.33861269e+00 2.22735240e+00 9.50673795e-01 -8.82470978e-03 7.11731111e-03 -1.34129932e-04 9.17710815e-01 8.81745731e-01] main(): current acceptance fraction: 39.2369844064 MCMC took 85.650944 sec Running MCMC mcmc-default-064-015-994.pickle manylnprob(): lnp = [-28429.15669976 -28429.67251968 -28428.81167716 -28429.30862499 -28428.62955014 -28437.58922336 -28430.51083685 -28434.17368529 -28429.57218897 -28428.26890372 -28435.50638186 -28439.60172444 -28428.19227989 -28453.25092153 -28444.16538509 -28427.729783 -28461.83709788 -28430.21484924 -28428.95572201 -28429.77408501 -28430.56435986 -28432.72957411 -28430.51614402 -28432.28841304 -28429.50540876 -28429.09106676 -28434.36046219 -28429.83580043 -28432.30871142 -28431.47936424 -28429.25707884 -28432.03333052 -28429.65323682 -28430.81411253 -28428.37165635 -28429.17304055 -28430.27833867 -28434.50000081 -28477.89619754 -28429.90351864 -28428.55309199 -28441.34743548 -28433.32611227 -28428.81694069 -28430.29970576 -28450.74491233 -28427.20445436 -28455.10706178 -28442.63821424 -28429.04135879 -28429.62082301 -28430.04180239 -28430.37537546 -28433.63696984 -28431.23507913 -28429.20249006 -28441.39410935 -28431.63729867 -28427.41870519 -28433.00962401 -28432.78479855 -28429.84208199 -28429.23306323 -28437.5618871 ] manylnprob(): p[0] = [ 1.33281147e+00 2.21562772e+00 9.43391497e-01 -8.87521315e-03 7.09229307e-03 -1.62357509e-04 9.14851460e-01 8.74326947e-01] main(): current acceptance fraction: 39.2493718593 MCMC took 85.729902 sec Running MCMC mcmc-default-064-015-995.pickle manylnprob(): lnp = [-28436.41191688 -28430.84473962 -28431.49540533 -28439.93084736 -28429.83004638 -28430.5139017 -28430.78185276 -28429.11381328 -28442.46584797 -28428.54426425 -28442.17678898 -28428.58894754 -28427.88566283 -28428.97598829 -28433.14825371 -28431.45694967 -28429.8461474 -28428.64880793 -28450.00820211 -28430.24254984 -28433.98791831 -28450.55495003 -28455.23275711 -28430.51211635 -28428.85943923 -28430.94853982 -28428.71818298 -28436.83490421 -28429.26914098 -28446.28909854 -28430.67414463 -28430.3115976 -28436.56173228 -28430.54006656 -28433.17298311 -28429.91855026 -28429.73975433 -28438.76445563 -28431.1662424 -28438.06184557 -28429.14062755 -28429.82896565 -28430.66769078 -28450.56564211 -28441.7621626 -28430.18741921 -28427.513075 -28429.38268436 -28448.02101218 -28428.43972535 -28429.20555077 -28443.81427074 -28429.90868528 -28428.27274375 -28430.10650733 -28429.37329232 -28429.84056043 -28430.4438232 -28428.39912435 -28442.28954352 -28440.35072495 -28437.38775661 -28428.51102655 -28452.17221701] manylnprob(): p[0] = [ 1.32798730e+00 2.20685789e+00 9.37811947e-01 -8.98393764e-03 6.98361132e-03 -2.33599542e-04 9.10630845e-01 8.91499445e-01] main(): current acceptance fraction: 39.2570281124 MCMC took 85.232455 sec Running MCMC mcmc-default-064-015-996.pickle manylnprob(): lnp = [-28433.6276048 -28430.60987674 -28434.99437562 -28428.01458933 -28436.95656729 -28429.90746262 -28444.22474352 -28435.57210993 -28429.09150042 -28430.74140522 -28437.25830135 -28452.93598962 -28431.44525877 -28431.20050824 -28446.37175267 -28430.65141282 -28447.25669124 -28431.15904286 -28429.06630167 -28429.54482128 -28487.14300317 -28432.77216682 -28431.49747564 -28428.96133834 -28439.13082956 -28432.33783461 -28439.23411629 -28430.03883788 -28429.71923069 -28430.53576324 -28427.75519195 -28429.62716323 -28430.99192137 -28439.93885831 -28429.51236615 -28468.16888075 -28428.85121891 -28430.75890399 -28440.27802234 -28436.21130505 -28428.21643851 -28431.74615876 -28430.22212988 -28440.26120095 -28438.22788266 -28429.00482574 -28437.13280131 -28434.98840515 -28428.45588083 -28428.32035491 -28438.62021942 -28428.69681871 -28436.61587454 -28428.45867066 -28432.65521737 -28438.48736307 -28429.66366639 -28440.69422965 -28433.85772183 -28430.14425417 -28442.80550924 -28429.89787733 -28442.18403812 -28429.09496102] manylnprob(): p[0] = [ 1.32578674e+00 2.20207338e+00 9.35082905e-01 -8.97720932e-03 7.00832023e-03 -2.14881162e-04 9.11887742e-01 8.72674428e-01] main(): current acceptance fraction: 39.2552657974 MCMC took 85.850348 sec Running MCMC mcmc-default-064-015-997.pickle manylnprob(): lnp = [-28447.44432787 -28432.23070853 -28429.34130233 -28429.25347565 -28437.56453875 -28431.9474227 -28434.19322653 -28435.52741896 -28429.00405036 -28450.49842091 -28432.65932028 -28428.85505591 -28439.02441739 -28453.24914529 -28442.41994358 -28440.27073733 -28432.51015414 -28428.64061255 -28445.54600335 -28428.23221747 -28432.17842167 -28444.88540777 -28443.79784153 -28440.85529852 -28428.4891516 -28428.84225488 -28429.1073662 -28429.82766582 -28433.23430621 -28455.96299483 -28435.16633503 -28429.15315548 -28434.27140999 -28438.01083328 -28432.87151002 -28431.23534616 -28430.2052955 -28431.56644712 -28437.4411722 -28429.37949424 -28428.97747983 -28431.43103339 -28431.17529118 -28456.69236841 -28436.3950366 -28431.28497533 -28428.88891993 -28459.25391281 -28429.86108265 -28430.8624169 -28429.29236292 -28432.19203815 -28428.78367536 -28437.90363112 -28433.09773439 -28449.14417536 -28429.5219544 -28440.76818759 -28428.55793994 -28462.19178998 -28436.08672921 -28434.00126322 -28451.25076879 -28430.30630316] manylnprob(): p[0] = [ 1.31279762e+00 2.17621197e+00 9.18671709e-01 -9.17339046e-03 6.88956927e-03 -3.15361524e-04 9.00131435e-01 8.98208514e-01] main(): current acceptance fraction: 39.2582039078 MCMC took 85.547823 sec Running MCMC mcmc-default-064-015-998.pickle manylnprob(): lnp = [-28432.42688779 -28432.02046711 -28430.93296897 -28429.37408396 -28435.12565272 -28448.56452841 -28444.1896458 -28428.25696529 -28429.05105081 -28428.80178454 -28430.1914482 -28430.72686058 -28432.65005525 -28433.82658363 -28448.72549841 -28427.97423489 -28430.73844391 -28432.34960642 -28429.321438 -28462.79379624 -28440.37528249 -28451.44595926 -28452.2583445 -28433.0770075 -28439.44999462 -28436.27001385 -28428.30422859 -28439.06450132 -28435.51476384 -28463.25784973 -28432.11189897 -28430.61805783 -28434.26721798 -28437.54849672 -28430.45111968 -28428.94492772 -28429.8303477 -28448.70364163 -28433.49555545 -28438.95208713 -28438.45827673 -28437.21937721 -28430.33025042 -28463.3071272 -28438.74605182 -28433.06382699 -28428.60232255 -28434.70330852 -28433.75968799 -28452.11479876 -28429.41135236 -28435.15901967 -28428.962555 -28432.19142111 -28433.43929152 -28451.41731046 -28440.70427921 -28440.99120862 -28445.34654407 -28452.21915279 -28431.83168554 -28429.90471455 -28443.7752677 -28429.13043747] manylnprob(): p[0] = [ 1.32677752e+00 2.20397876e+00 9.36174822e-01 -8.92198575e-03 7.09702274e-03 -1.68036723e-04 9.09624652e-01 8.68274730e-01] main(): current acceptance fraction: 39.2564439439 MCMC took 86.111094 sec Running MCMC mcmc-default-064-015-999.pickle manylnprob(): lnp = [-28432.48783948 -28441.09856666 -28430.62424527 -28428.2012645 -28430.25335123 -28428.30727902 -28453.6591022 -28432.49022455 -28428.08895865 -28429.70538896 -28438.12262762 -28447.14186808 -28456.81959012 -28430.77508662 -28431.16842125 -28428.18735487 -28428.19368157 -28439.63827157 -28427.43607473 -28429.86623879 -28432.69605643 -28455.90290273 -28428.14555272 -28462.6526959 -28428.3762765 -28429.70537013 -28427.31995958 -28432.55315294 -28428.99331685 -28431.02848281 -28428.07147776 -28466.16692968 -28435.42424285 -28430.66981833 -28450.73203923 -28428.32674473 -28430.21358876 -28430.73629704 -28429.06852468 -28430.6037009 -28429.22972074 -28430.38379381 -28446.47809159 -28429.23771212 -28428.44827728 -28447.75560498 -28427.90726465 -28453.8412811 -28428.19656146 -28430.07269041 -28429.69307817 -28442.73380913 -28435.61218844 -28427.74383016 -28442.49635415 -28428.24415677 -28429.02494833 -28430.26740511 -28430.76454815 -28430.80508311 -28431.77967423 -28429.28003047 -28431.84755348 -28451.32148445] manylnprob(): p[0] = [ 1.32682204e+00 2.20405997e+00 9.36225008e-01 -8.92052450e-03 7.09862743e-03 -1.67004512e-04 9.09779105e-01 8.68193826e-01] main(): current acceptance fraction: 39.2671875 MCMC took 85.55316 sec