Preprocess { 5 samplers constructed with following prototypes: RealScalar sampled via: [RealSliceSampler] IntScalar sampled via: [] Categorical sampled via: [CategoricalSampler] Categorical sampled via: [] Initialization { Propagation [ annealParam=0.0 ess=0.750 ] Resampling [ iter=0 annealParam=5.59e-08 logNormalization=-0.288 ] Propagation [ annealParam=5.59e-08 ess=0.900 ] Propagation [ annealParam=6.55e-04 ess=0.767 ] Propagation [ annealParam=0.003 ess=0.622 ] Propagation [ annealParam=0.008 ess=0.492 ] Resampling [ iter=4 annealParam=0.016 logNormalization=-1.654 ] Propagation [ annealParam=0.016 ess=0.900 ] Propagation [ annealParam=0.028 ess=0.737 ] Propagation [ annealParam=0.049 ess=0.575 ] Propagation [ annealParam=0.079 ess=0.480 ] Resampling [ iter=8 annealParam=0.111 logNormalization=-4.208 ] Propagation [ annealParam=0.111 ess=0.900 ] Propagation [ annealParam=0.185 ess=0.853 ] Propagation [ annealParam=0.222 ess=0.755 ] Propagation [ annealParam=0.333 ess=0.692 ] Propagation [ annealParam=0.444 ess=0.650 ] Propagation [ annealParam=0.556 ess=0.621 ] Propagation [ annealParam=0.667 ess=0.591 ] Propagation [ annealParam=0.778 ess=0.572 ] Propagation [ annealParam=0.889 ess=0.556 ] Log normalization constant estimate: -17.840403987575527 } [ endingBlock=Initialization blockTime=1.198s blockNErrors=0 ] } [ endingBlock=Preprocess blockTime=1.393s blockNErrors=0 ] Inference { Round(1/12) { Performing 310 moves... [ nScans=2 nChains=10 movesPerScan=155 ] swapSummaries [ round=0 lowest=0.001 average=0.848 ] globalLambda [ round=0 value=1.368 ] timeToFirstRestart [ round=0 time=17952.043 effectiveNScans=0.0 ] actualTemperedRestarts [ round=0 count=0 rate=0.0 ] asymptoticRoundTripBound [ round=0 count=0.0 rate=0.211 ] nonAsymptoticRountTrip [ round=0 count=0.0 rate=5.57e-04 ] logNormalizationContantProgress [ round=0 value=-21.618 ] } [ endingBlock=Round(1/12) blockTime=105.9ms blockNErrors=0 ] Round(2/12) { Performing 775 moves... [ nScans=5 nChains=10 movesPerScan=155 ] swapSummaries [ round=1 lowest=0.326 average=0.833 ] globalLambda [ round=1 value=1.503 ] timeToFirstRestart [ round=1 time=81.636 effectiveNScans=0.0 ] actualTemperedRestarts [ round=1 count=0 rate=0.0 ] asymptoticRoundTripBound [ round=1 count=0.0 rate=0.200 ] nonAsymptoticRountTrip [ round=1 count=0.0 rate=0.122 ] logNormalizationContantProgress [ round=1 value=-17.150 ] } [ endingBlock=Round(2/12) blockTime=75.18ms blockNErrors=0 ] Round(3/12) { Performing 1550 moves... [ nScans=10 nChains=10 movesPerScan=155 ] swapSummaries [ round=2 lowest=0.492 average=0.720 ] globalLambda [ round=2 value=2.522 ] timeToFirstRestart [ round=2 time=103.977 effectiveNScans=0.0 ] actualTemperedRestarts [ round=2 count=0 rate=0.0 ] asymptoticRoundTripBound [ round=2 count=0.0 rate=0.142 ] nonAsymptoticRountTrip [ round=2 count=0.0 rate=0.096 ] logNormalizationContantProgress [ round=2 value=-18.760 ] } [ endingBlock=Round(3/12) blockTime=141.9ms blockNErrors=0 ] Round(4/12) { Performing 3100 moves... [ nScans=20 nChains=10 movesPerScan=155 ] swapSummaries [ round=3 lowest=0.489 average=0.745 ] globalLambda [ round=3 value=2.293 ] timeToFirstRestart [ round=3 time=91.501 effectiveNScans=0.0 ] actualTemperedRestarts [ round=3 count=1 rate=0.0 ] asymptoticRoundTripBound [ round=3 count=0.0 rate=0.152 ] nonAsymptoticRountTrip [ round=3 count=0.0 rate=0.109 ] logNormalizationContantProgress [ round=3 value=-17.942 ] } [ endingBlock=Round(4/12) blockTime=183.2ms blockNErrors=0 ] Round(5/12) { Performing 6045 moves... [ nScans=39 nChains=10 movesPerScan=155 ] swapSummaries [ round=4 lowest=0.432 average=0.732 ] globalLambda [ round=4 value=2.415 ] timeToFirstRestart [ round=4 time=101.224 effectiveNScans=0.0 ] actualTemperedRestarts [ round=4 count=1 rate=0.0 ] asymptoticRoundTripBound [ round=4 count=0.0 rate=0.146 ] nonAsymptoticRountTrip [ round=4 count=0.0 rate=0.099 ] logNormalizationContantProgress [ round=4 value=-18.095 ] } [ endingBlock=Round(5/12) blockTime=371.3ms blockNErrors=0 ] Round(6/12) { Performing 12090 moves... [ nScans=78 nChains=10 movesPerScan=155 ] swapSummaries [ round=5 lowest=0.453 average=0.731 ] globalLambda [ round=5 value=2.418 ] timeToFirstRestart [ round=5 time=93.633 effectiveNScans=0.0 ] actualTemperedRestarts [ round=5 count=8 rate=0.0 ] asymptoticRoundTripBound [ round=5 count=0.0 rate=0.146 ] nonAsymptoticRountTrip [ round=5 count=0.0 rate=0.107 ] logNormalizationContantProgress [ round=5 value=-18.150 ] } [ endingBlock=Round(6/12) blockTime=785.5ms blockNErrors=0 ] Round(7/12) { Performing 24180 moves... [ nScans=156 nChains=10 movesPerScan=155 ] swapSummaries [ round=6 lowest=0.609 average=0.750 ] globalLambda [ round=6 value=2.247 ] timeToFirstRestart [ round=6 time=82.234 effectiveNScans=73.766 ] actualTemperedRestarts [ round=6 count=17 rate=0.230 ] asymptoticRoundTripBound [ round=6 count=11.359 rate=0.154 ] nonAsymptoticRountTrip [ round=6 count=8.970 rate=0.122 ] logNormalizationContantProgress [ round=6 value=-17.779 ] } [ endingBlock=Round(7/12) blockTime=1.128s blockNErrors=0 ] Round(8/12) { Performing 48515 moves... [ nScans=313 nChains=10 movesPerScan=155 ] swapSummaries [ round=7 lowest=0.369 average=0.693 ] globalLambda [ round=7 value=2.760 ] timeToFirstRestart [ round=7 time=113.849 effectiveNScans=199.151 ] actualTemperedRestarts [ round=7 count=22 rate=0.110 ] asymptoticRoundTripBound [ round=7 count=26.485 rate=0.133 ] nonAsymptoticRountTrip [ round=7 count=17.493 rate=0.088 ] logNormalizationContantProgress [ round=7 value=-17.670 ] } [ endingBlock=Round(8/12) blockTime=2.036s blockNErrors=0 ] Round(9/12) { Performing 96875 moves... [ nScans=625 nChains=10 movesPerScan=155 ] swapSummaries [ round=8 lowest=0.675 average=0.722 ] globalLambda [ round=8 value=2.498 ] timeToFirstRestart [ round=8 time=89.779 effectiveNScans=535.221 ] actualTemperedRestarts [ round=8 count=63 rate=0.118 ] asymptoticRoundTripBound [ round=8 count=76.493 rate=0.143 ] nonAsymptoticRountTrip [ round=8 count=59.615 rate=0.111 ] logNormalizationContantProgress [ round=8 value=-17.412 ] } [ endingBlock=Round(9/12) blockTime=4.040s blockNErrors=0 ] Round(10/12) { Performing 193905 moves... [ nScans=1251 nChains=10 movesPerScan=155 ] swapSummaries [ round=9 lowest=0.661 average=0.730 ] globalLambda [ round=9 value=2.432 ] timeToFirstRestart [ round=9 time=87.989 effectiveNScans=1163.011 ] actualTemperedRestarts [ round=9 count=152 rate=0.131 ] asymptoticRoundTripBound [ round=9 count=169.418 rate=0.146 ] nonAsymptoticRountTrip [ round=9 count=132.177 rate=0.114 ] logNormalizationContantProgress [ round=9 value=-17.786 ] } [ endingBlock=Round(10/12) blockTime=7.439s blockNErrors=0 ] Round(11/12) { Performing 387655 moves... [ nScans=2501 nChains=10 movesPerScan=155 ] swapSummaries [ round=10 lowest=0.656 average=0.717 ] globalLambda [ round=10 value=2.551 ] timeToFirstRestart [ round=10 time=91.818 effectiveNScans=2409.182 ] actualTemperedRestarts [ round=10 count=247 rate=0.103 ] asymptoticRoundTripBound [ round=10 count=339.237 rate=0.141 ] nonAsymptoticRountTrip [ round=10 count=262.385 rate=0.109 ] logNormalizationContantProgress [ round=10 value=-17.706 ] } [ endingBlock=Round(11/12) blockTime=14.48s blockNErrors=0 ] Round(12/12) { Performing 775000 moves... [ nScans=5000 nChains=10 movesPerScan=155 ] swapSummaries [ round=11 lowest=0.655 average=0.726 ] globalLambda [ round=11 value=2.463 ] timeToFirstRestart [ round=11 time=88.334 effectiveNScans=4911.666 ] actualTemperedRestarts [ round=11 count=524 rate=0.107 ] asymptoticRoundTripBound [ round=11 count=709.095 rate=0.144 ] nonAsymptoticRountTrip [ round=11 count=556.031 rate=0.113 ] logNormalizationContantProgress [ round=11 value=-17.663 ] } [ endingBlock=Round(12/12) blockTime=29.07s blockNErrors=0 ] } [ endingBlock=Inference blockTime=59.87s blockNErrors=0 ] Postprocess { Post-processing allLogDensities Post-processing energy Post-processing incidents Post-processing intercept Post-processing logDensity Post-processing nOutOfSupport Post-processing prediction Post-processing slope MC diagnostics } [ endingBlock=Postprocess blockTime=1.041min blockNErrors=0 ]