Last updated on 2023-09-29 07:55:15 CEST.
| Flavor | Version | Tinstall | Tcheck | Ttotal | Status | Flags |
|---|---|---|---|---|---|---|
| r-devel-linux-x86_64-debian-clang | 2.0.3 | 32.45 | 306.84 | 339.29 | NOTE | |
| r-devel-linux-x86_64-debian-gcc | 2.0.3 | 21.20 | 226.15 | 247.35 | NOTE | |
| r-devel-linux-x86_64-fedora-clang | 2.0.3 | 403.14 | OK | |||
| r-devel-linux-x86_64-fedora-gcc | 2.0.3 | 999.44 | ERROR | |||
| r-devel-windows-x86_64 | 2.0.3 | 21.00 | 208.00 | 229.00 | NOTE | |
| r-patched-linux-x86_64 | 2.0.3 | 26.93 | 290.63 | 317.56 | NOTE | |
| r-release-linux-x86_64 | 2.0.3 | 24.24 | 298.60 | 322.84 | NOTE | |
| r-release-macos-arm64 | 2.0.3 | 105.00 | NOTE | |||
| r-release-macos-x86_64 | 2.0.3 | 351.00 | NOTE | |||
| r-release-windows-x86_64 | 2.0.3 | 30.00 | 283.00 | 313.00 | NOTE | |
| r-oldrel-macos-arm64 | 2.0.3 | 107.00 | NOTE | |||
| r-oldrel-macos-x86_64 | 2.0.3 | 134.00 | NOTE | |||
| r-oldrel-windows-x86_64 | 2.0.3 | 29.00 | 241.00 | 270.00 | NOTE |
Version: 2.0.3
Check: package dependencies
Result: NOTE
Package which this enhances but not available for checking: ‘INLA’
Flavors: r-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-windows-x86_64, r-patched-linux-x86_64, r-release-linux-x86_64, r-release-macos-arm64, r-release-macos-x86_64, r-release-windows-x86_64, r-oldrel-macos-arm64, r-oldrel-macos-x86_64, r-oldrel-windows-x86_64
Version: 2.0.3
Check: re-building of vignette outputs
Result: ERROR
Error(s) in re-building vignettes:
--- re-building ‘bym.Rnw’ using knitr
***************************************************************************
CONTAINS Runtime Modules of Parallel Sparse Linear Solver PARDISO Vers. 7.2
CUSTOMIZED FOR THE R-INLA PACKAGE WHICH SOLVES A LARGE CLASS OF STATISTICAL
MODELS USING THE INLA APPROACH.
Copyright Universita della Svizzera italiana 2000-2020 All Rights Reserved.
No PARDISO license file found. Please see `http://www.pardiso-project.org/r-inla
where to place the license file pardiso.lic
***************************************************************************
Read ntt 2 1 with max.threads 24
Found num.threads = 2:1 max_threads = 2
882c43d68fb015d72b699bcc458cf277dfe110c2 - Mon Apr 24 16:19:16 2023 +0100
Report bugs to <help@r-inla.org>
Set reordering to id=[0] and name=[default]
Process file[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/Model.ini] threads[2] max.threads[24] blas_threads[2] nested[2:1]
inla_build...
number of sections=[131]
parse section=[0] name=[INLA.libR] type=[LIBR]
inla_parse_libR...
section[INLA.libR]
R_HOME=[/data/gannet/ripley/R/R-devel]
parse section=[8] name=[INLA.Expert] type=[EXPERT]
inla_parse_expert...
section[INLA.Expert]
disable.gaussian.check=[0]
Measure dot.product.gain=[No]
cpo.manual=[0]
jp.file=[(null)]
jp.model=[(null)]
parse section=[1] name=[INLA.Model] type=[PROBLEM]
inla_parse_problem...
name=[INLA.Model]
R-INLA version = [23.04.24]
R-INLA build date = [Mon Apr 24 10:06:18 PM +03 2023 (Version_23.04.24)]
Build tag = [Version_23.04.24]
System memory = [62.8Gb]
Cores = (Physical= 24, Logical= 24)
'char' is signed
openmp.strategy=[default]
pardiso-library installed and working? = [no]
smtp = [taucs]
strategy = [default]
store results in directory=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/results.files]
output:
gcpo=[0]
num.level.sets=[-1]
size.max=[32]
strategy=[Posterior]
correct.hyperpar=[1]
epsilon=[0.005]
prior.diagonal=[0.0001]
keep=[]
remove.fixed=[1]
remove=[]
cpo=[0]
po=[0]
dic=[0]
kld=[1]
mlik=[1]
q=[0]
graph=[0]
hyperparameters=[1]
config=[0]
likelihood.info=[0]
internal.opt=[1]
summary=[1]
return.marginals=[1]
return.marginals.predictor=[0]
nquantiles=[3] [ 0.025 0.5 0.975 ]
ncdf=[0] [ ]
parse section=[3] name=[Predictor] type=[PREDICTOR]
inla_parse_predictor ...
section=[Predictor]
dir=[predictor]
PRIOR->name=[loggamma]
hyperid=[53001|Predictor]
PRIOR->from_theta=[function (x) <<NEWLINE>>exp(x)]
PRIOR->to_theta = [function (x) <<NEWLINE>>log(x)]
PRIOR->PARAMETERS=[1, 1e-05]
initialise log_precision[13.8155]
fixed=[1]
user.scale=[1]
n=[120]
m=[0]
ndata=[120]
compute=[1]
read offsets from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c]
read n=[240] entries from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c]
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 0/120 (idx,y) = (0, -0.0877389)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 1/120 (idx,y) = (1, -0.0270927)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 2/120 (idx,y) = (2, -0.0783941)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 3/120 (idx,y) = (3, -0.801757)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 4/120 (idx,y) = (4, 0.702145)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 5/120 (idx,y) = (5, -0.555352)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 6/120 (idx,y) = (6, 0.363164)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 7/120 (idx,y) = (7, 1.49259)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 8/120 (idx,y) = (8, -0.0179155)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804a52645c] 9/120 (idx,y) = (9, 0.945142)
A=[(null)]
Aext=[(null)]
AextPrecision=[1e+08]
output:
summary=[1]
return.marginals=[1]
return.marginals.predictor=[0]
nquantiles=[3] [ 0.025 0.5 0.975 ]
ncdf=[0] [ ]
parse section=[2] name=[INLA.Data1] type=[DATA]
inla_parse_data [section 1]...
tag=[INLA.Data1]
family=[POISSON]
likelihood=[POISSON]
file->name=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828025575eb9]
file->name=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582804266e41d]
file->name=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582801dbd3bed]
file->name=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828056082521]
read n=[360] entries from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828025575eb9]
mdata.nattributes = 0
0/120 (idx,a,y,d) = (0, 1, 4, 1)
1/120 (idx,a,y,d) = (1, 1, 0, 1)
2/120 (idx,a,y,d) = (2, 1, 3, 1)
3/120 (idx,a,y,d) = (3, 1, 0, 1)
4/120 (idx,a,y,d) = (4, 1, 5, 1)
5/120 (idx,a,y,d) = (5, 1, 1, 1)
6/120 (idx,a,y,d) = (6, 1, 0, 1)
7/120 (idx,a,y,d) = (7, 1, 3, 1)
8/120 (idx,a,y,d) = (8, 1, 1, 1)
9/120 (idx,a,y,d) = (9, 1, 4, 1)
likelihood.variant=[0]
Link model [LOG]
Link order [-1]
Link variant [-1]
Link a [1]
Link ntheta [0]
mix.use[0]
parse section=[6] name=[region.indexS] type=[FFIELD]
inla_parse_ffield...
section=[region.indexS]
dir=[random.effect00000001]
model=[bym2]
PRIOR0->name=[pcprec]
hyperid=[11001|region.indexS]
PRIOR0->from_theta=[function (x) <<NEWLINE>>exp(x)]
PRIOR0->to_theta = [function (x) <<NEWLINE>>log(x)]
PRIOR0->PARAMETERS0=[1 0.05]
PRIOR1->name=[table]
hyperid=[11002|region.indexS]
PRIOR1->from_theta=[function (x) <<NEWLINE>>exp(x)/(1 + exp(x))]
PRIOR1->to_theta = [function (x) <<NEWLINE>>log(x/(1 - x))]
PRIOR1->table=[table: /tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file58280398e6fa6]
vb.correct n[1] -1
correct=[-1]
constr=[0]
diagonal=[0.0001]
id.names=<not present>
compute=[1]
nrep=[1]
ngroup=[1]
read covariates from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6]
read n=[240] entries from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6]
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 0/120 (idx,y) = (0, 0)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 1/120 (idx,y) = (1, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 2/120 (idx,y) = (2, 2)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 3/120 (idx,y) = (3, 3)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 4/120 (idx,y) = (4, 4)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 5/120 (idx,y) = (5, 5)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 6/120 (idx,y) = (6, 6)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 7/120 (idx,y) = (7, 7)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 8/120 (idx,y) = (8, 8)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582802bf750e6] 9/120 (idx,y) = (9, 9)
read graph from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file582801d4aeb26]
file for locations=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file58280534fc4fa]
nlocations=[120]
locations[0]=[1]
locations[1]=[2]
locations[2]=[3]
locations[3]=[4]
locations[4]=[5]
locations[5]=[6]
locations[6]=[7]
locations[7]=[8]
locations[8]=[9]
locations[9]=[10]
initialise log_precision [4]
fixed=[0]
initialise phi_intern [-3]
fixed=[0]
adjust.for.con.comp[1]
scale.model[1]
connected component[0] size[120] scale[0.507989]
scale.model: prec_scale[0.507989]
read extra constraint from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828063538b12]
Constraint[0]
A[120] = 1.000000
A[121] = 1.000000
A[122] = 1.000000
A[123] = 1.000000
A[124] = 1.000000
A[125] = 1.000000
A[126] = 1.000000
A[127] = 1.000000
A[128] = 1.000000
A[129] = 1.000000
A[130] = 1.000000
e[0] = 0.000000
rank-deficiency is *defined* [1]
output:
summary=[1]
return.marginals=[1]
return.marginals.predictor=[0]
nquantiles=[3] [ 0.025 0.5 0.975 ]
ncdf=[0] [ ]
section=[4] name=[(Intercept)] type=[LINEAR]
inla_parse_linear...
section[(Intercept)]
dir=[fixed.effect00000001]
file for covariates=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198]
read n=[240] entries from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198]
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 0/120 (idx,y) = (0, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 1/120 (idx,y) = (1, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 2/120 (idx,y) = (2, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 3/120 (idx,y) = (3, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 4/120 (idx,y) = (4, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 5/120 (idx,y) = (5, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 6/120 (idx,y) = (6, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 7/120 (idx,y) = (7, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 8/120 (idx,y) = (8, 1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828024a44198] 9/120 (idx,y) = (9, 1)
prior mean=[0]
prior precision=[0]
compute=[1]
output:
summary=[1]
return.marginals=[1]
return.marginals.predictor=[0]
nquantiles=[3] [ 0.025 0.5 0.975 ]
ncdf=[0] [ ]
section=[5] name=[poverty] type=[LINEAR]
inla_parse_linear...
section[poverty]
dir=[fixed.effect00000002]
file for covariates=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6]
read n=[240] entries from file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6]
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 0/120 (idx,y) = (0, 23.1)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 1/120 (idx,y) = (1, 20.5)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 2/120 (idx,y) = (2, 10.8)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 3/120 (idx,y) = (3, 16.5)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 4/120 (idx,y) = (4, 21.7)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 5/120 (idx,y) = (5, 25.6)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 6/120 (idx,y) = (6, 41.6)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 7/120 (idx,y) = (7, 8.7)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 8/120 (idx,y) = (8, 18.2)
file=[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/data.files/file5828057c227c6] 9/120 (idx,y) = (9, 20.5)
prior mean=[0]
prior precision=[0.001]
compute=[1]
output:
summary=[1]
return.marginals=[1]
return.marginals.predictor=[0]
nquantiles=[3] [ 0.025 0.5 0.975 ]
ncdf=[0] [ ]
parse section=[130] name=[INLA.pardiso] type=[PARDISO]
inla_parse_pardiso...
section[INLA.pardiso]
verbose[0]
debug[0]
parallel.reordering[1]
nrhs[-1]
parse section=[129] name=[INLA.lp.scale] type=[LP.SCALE]
inla_parse_lp_scale...
section[INLA.lp.scale]
Index table: number of entries[4], total length[362]
tag start-index length
Predictor 0 120
region.indexS 120 240
(Intercept) 360 1
poverty 361 1
List of hyperparameters:
theta[0] = [Log precision for region.indexS]
theta[1] = [Logit phi for region.indexS]
parse section=[7] name=[INLA.Parameters] type=[INLA]
inla_parse_INLA...
section[INLA.Parameters]
lincomb.derived.correlation.matrix = [No]
global_node.factor = 2.000
global_node.degree = 2147483647
reordering = -1
constr.marginal.diagonal = 1.49e-08
Contents of ai_param 0x7fa01c2801c0
Optimiser: DEFAULT METHOD
Option for GSL-BFGS2: tol = 0.1
Option for GSL-BFGS2: step_size = 1
Option for GSL-BFGS2: epsx = 0.005
Option for GSL-BFGS2: epsf = 0.01
Option for GSL-BFGS2: epsg = 0.005
Restart: 0
Optimise: try to be smart: Yes
Optimise: use directions: Yes
Mode known: No
parallel linesearch [0]
Gaussian approximation:
tolerance_func = 0.0005
tolerance_step = 0.001
optpar_fp = 0
optpar_nr_step_factor = -0.1
Gaussian data: No
Strategy: Use a mean-skew corrected Gaussian by fitting a Skew-Normal
Fast mode: On
Use linear approximation to log(|Q +c|)? Yes
Method: Compute the derivative exact
Parameters for improved approximations
Number of points evaluate: 9
Step length to compute derivatives numerically: 0.0001
Stencil to compute derivatives numerically: 5
Cutoff value to construct local neigborhood: 0.0001
Log calculations: On
Log calculated marginal for the hyperparameters: On
Integration strategy: Automatic (GRID for dim(theta)=1 and 2 and otherwise CCD)
f0 (CCD only): 1.100
dz (GRID only): 0.750
Adjust weights (GRID only): On
Difference in log-density limit (GRID only): 6.000
Skip configurations with (presumed) small density (GRID only): On
Gradient is computed using Central difference with step-length 0.005000
Hessian is computed using Central difference with step-length 0.070711
Hessian matrix is forced to be a diagonal matrix? [No]
Compute effective number of parameters? [Yes]
Perform a Monte Carlo error-test? [No]
Interpolator [Auto]
CPO required diff in log-density [3]
Stupid search mode:
Status [On]
Max iter [1000]
Factor [1.05]
Numerical integration of hyperparameters:
Maximum number of function evaluations [100000]
Relative error ....................... [1e-05]
Absolute error ....................... [1e-06]
To stabilise the numerical optimisation:
Minimum value of the -Hessian [-inf]
Strategy for the linear term [Skip]
CPO manual calculation[No]
VB correction is [Enabled]
strategy = [mean]
verbose = [Yes]
f_enable_limit_mean = [30]
f_enable_limit_var = [25]
iter_max = [25]
emergency = [25.00]
hessian_update = [2]
hessian_strategy = [full]
Read [120] sections with mode=[LINCOMB]
inla_build: check for unused entries in[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/Model.ini]
inla_INLA_preopt_experimental...
Strategy = [DEFAULT]
Mode....................... [Compact]
Setup...................... [0.11s]
Sparse-matrix library...... [taucs]
OpenMP strategy............ [small]
num.threads................ [2:1]
blas.num.threads........... [2]
Density-strategy........... [High]
Size of graph.............. [242]
Number of constraints...... [1]
Optimizing sort2 cut-off... [64]
Optimizing Qx-strategy..... serial[0.365] parallel [0.635] choose[serial]
Optimizing pred-strategy... plain [0.512] data-rich[0.488] choose[plain]
Optimizing dot-products.... plain....[0.333] group....[0.205]
plain.mkl[0.258] group.mkl[0.205]
==> optimal.mix.strategy [0.195]
plain....[ 0.0%] group....[40.0%]
plain.mkl[10.0%] group.mkl[50.0%]
Found optimal reordering=[amdc] nnz(L)=[1004] and use_global_nodes(user)=[no]
List of hyperparameters:
theta[0] = [Log precision for region.indexS]
theta[1] = [Logit phi for region.indexS]
Compute initial values...
Iter[0] RMS(err) = 1.000, update with step-size = 1.473
Iter[1] RMS(err) = 0.447, update with step-size = 0.441
Iter[2] RMS(err) = 0.201, update with step-size = 1.475
Initial values computed in 0.1026 seconds
x[0] = 0.2783
x[1] = -0.1126
x[2] = 0.2207
x[3] = 0.6318
x[4] = -0.3818
x[237] = 0.0000
x[238] = 0.0000
x[239] = 0.0000
x[240] = 0.0037
x[241] = 0.0047
Optimise using DEFAULT METHOD
Smart optimise part I: estimate gradient using forward differences
maxld= -133.154 fn= 1 theta= 4.000 -3.000 [0.2, 0.02]
maxld= -133.153 fn= 3 theta= 4.000 -2.995 [0.2, 0.02]
maxld= -132.891 fn= 4 theta= 3.405 -2.196 [0.4, 0.02]
maxld= -132.891 fn= 5 theta= 3.410 -2.196 [0.4, 0.02]
maxld= -132.890 fn= 6 theta= 3.405 -2.196 [0.4, 0.01]
maxld= -132.890 fn= 7 theta= 3.405 -2.191 [0.4, 0.01]
maxld= -132.886 fn= 9 theta= 3.333 -2.098 [0.4, 0.01]
maxld= -132.886 fn= 10 theta= 3.338 -2.098 [0.4, 0.01]
maxld= -132.886 fn= 12 theta= 3.333 -2.093 [0.4, 0.01]
New directions for numerical gradient
dir01 dir02
-0.595 0.804
0.804 0.595
Iter=1 |grad|=0.0411 |x-x.old|=0.793 |f-f.old|=0.269
maxld= -132.884 fn= 14 theta= 3.349 -2.004 [0.5, 0.01]
maxld= -132.884 fn= 16 theta= 3.349 -2.004 [0.5, 0.01]
maxld= -132.883 fn= 17 theta= 3.353 -2.001 [0.5, 0.01]
New directions for numerical gradient
dir01 dir02
. 0.986
0.986 .
Iter=2 |grad| = 0.0227(pass) |x-x.old|=0.0679 |f-f.old|=0.00226(pass)
Smart optimise part II: estimate gradient using central differences
Smart optimise part II: restart optimiser
maxld= -132.883 fn= 18 theta= 3.354 -1.996 [0.5, 0.01]
maxld= -132.883 fn= 21 theta= 3.358 -2.002 [0.5, 0.01]
maxld= -132.883 fn= 23 theta= 3.409 -2.008 [0.4, 0.01]
maxld= -132.883 fn= 25 theta= 3.404 -2.007 [0.4, 0.01]
maxld= -132.883 fn= 31 theta= 3.398 -2.001 [0.5, 0.01]
New directions for numerical gradient
dir01 dir02
0.992 .
. 0.992
Iter=1 |grad| = 0.00493(pass) |x-x.old|=0.0315 |f-f.old|=0.000721(pass)
Optim: Number of function evaluations = 32
Compute the Hessian using central differences and step_size[0.0707107]. Matrix-type [dense]
Smart optimise part IV: estimate Hessian using central differences
GMRFLib_opt_estimate_hessian: ensure spd for Hessian: mode seems fine
GMRFLib_opt_estimate_hessian: set tol=[0.6732]. number of negative eigenvalues=[0]
0.539 -0.060
-0.060 0.400
Eigenvectors of the Hessian
0.938 0.348
-0.348 0.938
Eigenvalues of the Hessian
0.561
0.378
StDev/Correlation matrix (scaled inverse Hessian)
1.374 0.129
1.595
Compute corrected stdev for theta[0]: negative 0.542 positive 1.479
Compute corrected stdev for theta[1]: negative 0.991 positive 1.071
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.002sec] hess/grad[4.004]
Number of nodes corrected for [32] max(dx/sd)[0.0253]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.002sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0003]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.003]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[240] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.025]
Node[241] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.024]
Implied correction for [330] nodes
config 0/45=[ 0.000 0.833 ] log(rel.dens)= -0.350, [1] accept, compute, 0.00s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.048]
Number of nodes corrected for [32] max(dx/sd)[0.0070]
Node[4] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[12] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[28] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[36] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[-0.001] dx/sd[-0.006] |x-mode|/sd[-0.006]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[84] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[108] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[116] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[124] delta[0.003] dx/sd[0.003] |x-mode|/sd[0.003]
Node[132] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[148] delta[0.003] dx/sd[0.003] |x-mode|/sd[0.003]
Node[156] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[172] delta[-0.010] dx/sd[-0.006] |x-mode|/sd[-0.006]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[188] delta[0.003] dx/sd[0.004] |x-mode|/sd[0.004]
Node[196] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[204] delta[0.003] dx/sd[0.003] |x-mode|/sd[0.003]
Node[212] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[228] delta[0.003] dx/sd[0.004] |x-mode|/sd[0.004]
Node[236] delta[-0.003] dx/sd[-0.003] |x-mode|/sd[-0.003]
Node[240] delta[-0.002] dx/sd[-0.007] |x-mode|/sd[-0.007]
Node[241] delta[0.000] dx/sd[0.007] |x-mode|/sd[0.007]
Implied correction for [330] nodes
config 1/45=[ 0.000 2.083 ] log(rel.dens)= -1.865, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.016sec] hess/grad[7.604]
Number of nodes corrected for [32] max(dx/sd)[0.2843]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.016sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0368]
[0]Iter [2/25] VB correct with strategy [MEAN] in total[0.016sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0080]
Node[4] delta[0.001] dx/sd[0.003] |x-mode|/sd[0.226]
Node[12] delta[0.004] dx/sd[0.008] |x-mode|/sd[0.190]
Node[20] delta[-0.001] dx/sd[-0.002] |x-mode|/sd[-0.068]
Node[28] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.059]
Node[36] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.018]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.090]
Node[52] delta[-0.001] dx/sd[-0.002] |x-mode|/sd[-0.059]
Node[60] delta[0.003] dx/sd[0.006] |x-mode|/sd[0.167]
Node[68] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.115]
Node[76] delta[0.002] dx/sd[0.003] |x-mode|/sd[0.050]
Node[84] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.002]
Node[92] delta[0.001] dx/sd[0.002] |x-mode|/sd[0.051]
Node[100] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.044]
Node[108] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.031]
Node[116] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.021]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.008]
Node[132] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.040]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.013]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.025]
Node[172] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.058]
Node[180] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.038]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.033]
Node[196] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.039]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.010]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.008]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.009]
Node[236] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.045]
Node[240] delta[-0.002] dx/sd[-0.005] |x-mode|/sd[-0.253]
Node[241] delta[0.000] dx/sd[0.004] |x-mode|/sd[0.189]
Implied correction for [330] nodes
config 2/45=[ -1.896 -1.928 ] log(rel.dens)= -20.618, [0] accept, compute, 0.02s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.013sec] hess/grad[4.598]
Number of nodes corrected for [32] max(dx/sd)[0.0051]
Node[4] delta[0.000] dx/sd[0.002] |x-mode|/sd[0.002]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[28] delta[0.000] dx/sd[0.002] |x-mode|/sd[0.002]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[84] delta[0.000] dx/sd[0.002] |x-mode|/sd[0.002]
Node[92] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[100] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[108] delta[0.000] dx/sd[0.002] |x-mode|/sd[0.002]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[0.002] dx/sd[0.002] |x-mode|/sd[0.002]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[148] delta[0.002] dx/sd[0.002] |x-mode|/sd[0.002]
Node[156] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[-0.003] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[180] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[188] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[0.002] dx/sd[0.002] |x-mode|/sd[0.002]
Node[212] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[220] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[228] delta[0.002] dx/sd[0.002] |x-mode|/sd[0.002]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[0.001] dx/sd[0.005] |x-mode|/sd[0.005]
Node[241] delta[-0.000] dx/sd[-0.005] |x-mode|/sd[-0.005]
Implied correction for [330] nodes
config 3/45=[ 0.000 3.750 ] log(rel.dens)= -4.420, [1] accept, compute, 0.01s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[7.404]
Number of nodes corrected for [32] max(dx/sd)[0.6773]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0363]
[0]Iter [2/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0011]
Node[4] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.093]
Node[12] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.063]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.025]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.018]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.030]
Node[52] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.059]
Node[60] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.070]
Node[68] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.040]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.014]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.012]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.012]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.016]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.034]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[132] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.037]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.006]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.012]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.019]
Node[172] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.066]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.039]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.032]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.034]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.014]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.007]
Node[236] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.048]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.235]
Node[241] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.167]
Implied correction for [330] nodes
config 4/45=[ -1.896 -0.771 ] log(rel.dens)= -10.102, [0] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[6.050]
Number of nodes corrected for [32] max(dx/sd)[0.0721]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0020]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.002]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.010]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[240] delta[0.000] dx/sd[0.002] |x-mode|/sd[-0.070]
Node[241] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[0.067]
Implied correction for [330] nodes
config 5/45=[ 1.150 -3.470 ] log(rel.dens)= -4.098, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.740]
Number of nodes corrected for [32] max(dx/sd)[0.5044]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0219]
[0]Iter [2/25] VB correct with strategy [MEAN] in total[0.002sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0005]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.040]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.025]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.012]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.007]
Node[52] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.057]
Node[60] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.035]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.022]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.009]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.005]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[116] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.029]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[132] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.028]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.005]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.011]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.010]
Node[172] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.068]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.031]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.029]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.025]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.014]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.007]
Node[236] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.040]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.188]
Node[241] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.121]
Implied correction for [330] nodes
config 6/45=[ -1.896 0.000 ] log(rel.dens)= -5.840, [0] accept, compute, 0.02s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.014sec] hess/grad[176.933]
Number of nodes corrected for [32] max(dx/sd)[0.0281]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.014sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0005]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[60] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[132] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[0.000] dx/sd[0.001] |x-mode|/sd[-0.028]
Node[241] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.026]
Implied correction for [330] nodes
config 7/45=[ 1.150 -1.928 ] log(rel.dens)= -1.843, [1] accept, compute, 0.02s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.013sec] hess/grad[185.333]
Number of nodes corrected for [32] max(dx/sd)[0.3284]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.013sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0096]
Node[4] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.013]
Node[12] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.012]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[36] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.010]
Node[44] delta[0.000] dx/sd[0.001] |x-mode|/sd[-0.008]
Node[52] delta[0.003] dx/sd[0.005] |x-mode|/sd[-0.060]
Node[60] delta[-0.001] dx/sd[-0.002] |x-mode|/sd[0.014]
Node[68] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.018]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[116] delta[0.001] dx/sd[0.001] |x-mode|/sd[-0.022]
Node[124] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.006]
Node[132] delta[-0.001] dx/sd[-0.002] |x-mode|/sd[0.017]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[148] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.006]
Node[156] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.015]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[172] delta[0.008] dx/sd[0.006] |x-mode|/sd[-0.068]
Node[180] delta[-0.001] dx/sd[-0.002] |x-mode|/sd[0.016]
Node[188] delta[-0.001] dx/sd[-0.002] |x-mode|/sd[0.025]
Node[196] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.012]
Node[204] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.005]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[0.011]
Node[236] delta[0.001] dx/sd[0.002] |x-mode|/sd[-0.030]
Node[240] delta[0.001] dx/sd[0.002] |x-mode|/sd[-0.140]
Node[241] delta[0.000] dx/sd[0.005] |x-mode|/sd[-0.072]
Implied correction for [330] nodes
config 8/45=[ -1.896 0.833 ] log(rel.dens)= -3.803, [0] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.189]
Number of nodes corrected for [32] max(dx/sd)[0.0094]
Node[4] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.004] |x-mode|/sd[-0.004]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[132] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[140] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.001] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[236] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[240] delta[-0.002] dx/sd[-0.009] |x-mode|/sd[-0.009]
Node[241] delta[0.000] dx/sd[0.009] |x-mode|/sd[0.009]
Implied correction for [330] nodes
config 9/45=[ 1.150 -0.771 ] log(rel.dens)= -0.713, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.376]
Number of nodes corrected for [32] max(dx/sd)[0.0855]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0027]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.019]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Node[52] delta[0.001] dx/sd[0.001] |x-mode|/sd[-0.056]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.020]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.012]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.014]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.020]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.009]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.009]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.009]
Node[156] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.020]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Node[172] delta[0.002] dx/sd[0.001] |x-mode|/sd[-0.058]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.022]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.011]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.016]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.016]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.022]
Node[240] delta[0.001] dx/sd[0.003] |x-mode|/sd[-0.083]
Node[241] delta[-0.000] dx/sd[-0.003] |x-mode|/sd[0.077]
Implied correction for [330] nodes
config 10/45=[ -1.896 2.083 ] log(rel.dens)= -3.807, [0] accept, compute, 0.00s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.157]
Number of nodes corrected for [32] max(dx/sd)[0.0031]
Node[4] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.003] |x-mode|/sd[-0.003]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[132] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[140] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[148] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[156] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[180] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[196] delta[-0.001] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[212] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[220] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[236] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[240] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[241] delta[0.000] dx/sd[0.002] |x-mode|/sd[0.002]
Implied correction for [330] nodes
config 11/45=[ 1.150 -0.000 ] log(rel.dens)= -0.385, [1] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[4.770]
Number of nodes corrected for [32] max(dx/sd)[0.0039]
Node[4] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[92] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[124] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[132] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[140] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[148] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[156] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[180] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[196] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[204] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[212] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[220] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[228] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[236] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[240] delta[0.001] dx/sd[0.004] |x-mode|/sd[0.004]
Node[241] delta[-0.000] dx/sd[-0.004] |x-mode|/sd[-0.004]
Implied correction for [330] nodes
config 12/45=[ 1.150 0.833 ] log(rel.dens)= -0.525, [1] accept, compute, 0.00s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.088]
Number of nodes corrected for [32] max(dx/sd)[0.0090]
Node[4] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[20] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[28] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[36] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[92] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[100] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[108] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[116] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[124] delta[0.001] dx/sd[0.002] |x-mode|/sd[0.002]
Node[132] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[140] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[148] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[156] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.001] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[196] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[204] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[212] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[220] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[228] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[236] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[240] delta[0.002] dx/sd[0.009] |x-mode|/sd[0.009]
Node[241] delta[-0.000] dx/sd[-0.009] |x-mode|/sd[-0.009]
Implied correction for [330] nodes
config 13/45=[ 1.150 2.083 ] log(rel.dens)= -1.819, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.830]
Number of nodes corrected for [32] max(dx/sd)[0.2959]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0354]
[0]Iter [2/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0050]
Node[4] delta[0.001] dx/sd[0.002] |x-mode|/sd[0.187]
Node[12] delta[0.003] dx/sd[0.005] |x-mode|/sd[0.142]
Node[20] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.055]
Node[28] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.048]
Node[36] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.017]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.069]
Node[52] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.048]
Node[60] delta[0.002] dx/sd[0.004] |x-mode|/sd[0.131]
Node[68] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.085]
Node[76] delta[0.001] dx/sd[0.002] |x-mode|/sd[0.026]
Node[84] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.009]
Node[92] delta[0.001] dx/sd[0.002] |x-mode|/sd[0.041]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.034]
Node[108] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.029]
Node[116] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.022]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.003]
Node[132] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.010]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.006]
Node[172] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.014]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.010]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.008]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.009]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[236] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.012]
Node[240] delta[-0.002] dx/sd[-0.005] |x-mode|/sd[-0.265]
Node[241] delta[0.000] dx/sd[0.004] |x-mode|/sd[0.214]
Implied correction for [330] nodes
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.862]
Number of nodes corrected for [32] max(dx/sd)[0.0125]
config 14/45=[ -1.053 -3.470 ] log(rel.dens)= -19.589, [0] accept, compute, 0.00s
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[60] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.012]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Implied correction for [330] nodes
config 15/45=[ 1.150 3.750 ] log(rel.dens)= -4.488, [1] accept, compute, 0.00s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.012]
Number of nodes corrected for [32] max(dx/sd)[0.0029]
Node[4] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.003] |x-mode|/sd[-0.003]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[241] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Implied correction for [330] nodes
config 16/45=[ 2.875 -3.470 ] log(rel.dens)= -5.257, [1] accept, compute, 0.00s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.029]
Number of nodes corrected for [32] max(dx/sd)[0.0092]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[0.002] dx/sd[0.009] |x-mode|/sd[0.009]
Node[241] delta[-0.000] dx/sd[-0.009] |x-mode|/sd[-0.009]
Implied correction for [330] nodes
config 17/45=[ 2.875 -1.928 ] log(rel.dens)= -3.309, [1] accept, compute, 0.00s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[4.917]
Number of nodes corrected for [32] max(dx/sd)[0.0120]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.012]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.011]
Implied correction for [330] nodes
config 18/45=[ 2.875 -0.771 ] log(rel.dens)= -2.080, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.005sec] hess/grad[5.915]
Number of nodes corrected for [32] max(dx/sd)[0.2409]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.005sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0177]
[0]Iter [2/25] VB correct with strategy [MEAN] in total[0.006sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0013]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.055]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.024]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.015]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.012]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.007]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.013]
Node[52] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.022]
Node[60] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.036]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.012]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.007]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.013]
Node[116] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.020]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.004]
Node[132] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.012]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.006]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.007]
Node[172] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.019]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.013]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.010]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.011]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.002]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.006]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.005]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[236] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.017]
Node[240] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.225]
Node[241] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.207]
Implied correction for [330] nodes
config 19/45=[ -1.053 -1.928 ] log(rel.dens)= -7.036, [0] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.683]
Number of nodes corrected for [32] max(dx/sd)[0.0131]
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[6.337]
Number of nodes corrected for [32] max(dx/sd)[0.1724]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.013]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Implied correction for [330] nodes
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0098]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.015]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.012]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.005]
Node[76] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.002]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.011]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[172] delta[0.001] dx/sd[0.001] |x-mode|/sd[-0.022]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.011]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.009]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[236] delta[0.001] dx/sd[0.001] |x-mode|/sd[-0.019]
Node[240] delta[0.003] dx/sd[0.010] |x-mode|/sd[-0.163]
Node[241] delta[-0.000] dx/sd[-0.009] |x-mode|/sd[0.153]
Implied correction for [330] nodes
config 20/45=[ 2.875 0.000 ] log(rel.dens)= -1.560, [1] accept, compute, 0.00s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.213]
Number of nodes corrected for [32] max(dx/sd)[0.0138]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.014]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Implied correction for [330] nodes
config 21/45=[ 2.875 0.833 ] log(rel.dens)= -1.406, [1] accept, compute, 0.00s
config 22/45=[ -1.053 -0.771 ] log(rel.dens)= -2.280, [0] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[4.868]
Number of nodes corrected for [32] max(dx/sd)[0.0144]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.014]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Implied correction for [330] nodes
config 23/45=[ 2.875 2.083 ] log(rel.dens)= -2.202, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.014sec] hess/grad[6.266]
Number of nodes corrected for [32] max(dx/sd)[0.1277]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.014sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0059]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.005]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.018]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.008]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.011]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[172] delta[0.001] dx/sd[0.001] |x-mode|/sd[-0.025]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.011]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[236] delta[0.001] dx/sd[0.001] |x-mode|/sd[-0.019]
Node[240] delta[0.002] dx/sd[0.006] |x-mode|/sd[-0.122]
Node[241] delta[-0.000] dx/sd[-0.006] |x-mode|/sd[0.115]
Implied correction for [330] nodes
config 24/45=[ -1.053 0.000 ] log(rel.dens)= -1.055, [0] accept, compute, 0.02s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.480]
Number of nodes corrected for [32] max(dx/sd)[0.0148]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Implied correction for [330] nodes
config 25/45=[ 2.875 3.750 ] log(rel.dens)= -4.755, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.399]
Number of nodes corrected for [32] max(dx/sd)[0.0852]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0028]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.025]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.012]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.002]
Node[172] delta[0.001] dx/sd[0.000] |x-mode|/sd[-0.029]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.013]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.012]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.017]
Node[240] delta[0.001] dx/sd[0.003] |x-mode|/sd[-0.082]
Node[241] delta[-0.000] dx/sd[-0.003] |x-mode|/sd[0.077]
Implied correction for [330] nodes
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.041]
Number of nodes corrected for [32] max(dx/sd)[0.0148]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Implied correction for [330] nodes
config 26/45=[ 5.175 -1.928 ] log(rel.dens)= -5.656, [1] accept, compute, 0.02s
config 27/45=[ -1.053 0.833 ] log(rel.dens)= -1.079, [0] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.005sec] hess/grad[53.928]
Number of nodes corrected for [32] max(dx/sd)[0.0150]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.005sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0001]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Implied correction for [330] nodes
config 28/45=[ 5.175 -0.771 ] log(rel.dens)= -4.308, [1] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[4.922]
Number of nodes corrected for [32] max(dx/sd)[0.0150]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0002]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Implied correction for [330] nodes
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.010sec] hess/grad[5.547]
Number of nodes corrected for [32] max(dx/sd)[0.0414]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.010sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0008]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.003]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.025]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.011]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.010]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.011]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.003]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.026]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.013]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.008]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.009]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.011]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Node[240] delta[0.000] dx/sd[0.001] |x-mode|/sd[-0.041]
Node[241] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.038]
Implied correction for [330] nodes
config 29/45=[ -1.053 2.083 ] log(rel.dens)= -2.449, [0] accept, compute, 0.01s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[4.719]
Number of nodes corrected for [32] max(dx/sd)[0.0136]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0002]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[240] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Node[241] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.012]
Implied correction for [330] nodes
config 30/45=[ -1.053 3.750 ] log(rel.dens)= -4.590, [0] accept, compute, 0.00s
config 31/45=[ 5.175 -0.000 ] log(rel.dens)= -3.567, [1] accept, compute, 0.02s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[4.967]
Number of nodes corrected for [32] max(dx/sd)[0.0151]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0002]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Implied correction for [330] nodes
config 32/45=[ 5.175 0.833 ] log(rel.dens)= -3.071, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.009sec] hess/grad[6.018]
Number of nodes corrected for [32] max(dx/sd)[0.2484]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.010sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0131]
[0]Iter [2/25] VB correct with strategy [MEAN] in total[0.010sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0007]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.070]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.039]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.018]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.015]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.008]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.014]
Node[52] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.021]
Node[60] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.039]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.018]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.013]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.009]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.016]
Node[116] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.019]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[132] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[172] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.006]
Node[180] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[188] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[220] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[236] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.005]
Node[240] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.236]
Node[241] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.216]
Implied correction for [330] nodes
config 33/45=[ -0.421 -3.470 ] log(rel.dens)= -10.787, [0] accept, compute, 0.01s
[1]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.207]
Number of nodes corrected for [32] max(dx/sd)[0.0151]
[1]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0002]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[124] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[156] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[212] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[240] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.015]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.014]
Implied correction for [330] nodes
config 34/45=[ 5.175 2.083 ] log(rel.dens)= -3.175, [1] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[4.419]
Number of nodes corrected for [32] max(dx/sd)[0.1653]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0081]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.012]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.004]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.014]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[240] delta[0.002] dx/sd[0.008] |x-mode|/sd[-0.157]
Node[241] delta[-0.000] dx/sd[-0.008] |x-mode|/sd[0.149]
Implied correction for [330] nodes
config 35/45=[ -0.421 -1.928 ] log(rel.dens)= -2.880, [0] accept, compute, 0.01s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.355]
Number of nodes corrected for [32] max(dx/sd)[0.1047]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.002sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0039]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.004]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.002]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.011]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[240] delta[0.001] dx/sd[0.004] |x-mode|/sd[-0.101]
Node[241] delta[-0.000] dx/sd[-0.004] |x-mode|/sd[0.096]
Implied correction for [330] nodes
config 36/45=[ -0.421 -0.771 ] log(rel.dens)= -0.563, [0] accept, compute, 0.01s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.010sec] hess/grad[106.531]
Number of nodes corrected for [32] max(dx/sd)[0.0726]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.011sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0021]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.007]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.009]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[240] delta[0.001] dx/sd[0.002] |x-mode|/sd[-0.070]
Node[241] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[0.067]
Implied correction for [330] nodes
config 37/45=[ -0.421 -0.000 ] log(rel.dens)= -0.115, [0] accept, compute, 0.01s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.247]
Number of nodes corrected for [32] max(dx/sd)[0.0452]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0010]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.010]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.002]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.005]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.003]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[240] delta[0.000] dx/sd[0.001] |x-mode|/sd[-0.044]
Node[241] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.042]
Implied correction for [330] nodes
config 38/45=[ -0.421 0.833 ] log(rel.dens)= -0.457, [0] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.008sec] hess/grad[4.727]
Number of nodes corrected for [32] max(dx/sd)[0.0181]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.008sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0003]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[28] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[44] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[68] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[84] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[108] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[148] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.004]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.012]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.007]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.005]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.003]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[240] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.018]
Node[241] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.017]
Implied correction for [330] nodes
config 39/45=[ -0.421 2.083 ] log(rel.dens)= -2.009, [0] accept, compute, 0.01s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.176]
Number of nodes corrected for [32] max(dx/sd)[0.0044]
Node[4] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[12] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[20] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[28] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[36] delta[0.000] dx/sd[0.001] |x-mode|/sd[0.001]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[52] delta[-0.001] dx/sd[-0.004] |x-mode|/sd[-0.004]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[68] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[76] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[84] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.003] |x-mode|/sd[0.003]
Node[116] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[124] delta[0.002] dx/sd[0.003] |x-mode|/sd[0.003]
Node[132] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[140] delta[-0.001] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[148] delta[0.003] dx/sd[0.003] |x-mode|/sd[0.003]
Node[156] delta[0.001] dx/sd[0.001] |x-mode|/sd[0.001]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[172] delta[-0.008] dx/sd[-0.004] |x-mode|/sd[-0.004]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[0.002] dx/sd[0.003] |x-mode|/sd[0.003]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[204] delta[0.003] dx/sd[0.003] |x-mode|/sd[0.003]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[0.003] dx/sd[0.003] |x-mode|/sd[0.003]
Node[236] delta[-0.002] dx/sd[-0.002] |x-mode|/sd[-0.002]
Node[240] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.001]
Node[241] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Implied correction for [330] nodes
config 40/45=[ -0.421 3.750 ] log(rel.dens)= -4.448, [0] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.017sec] hess/grad[192.927]
Number of nodes corrected for [32] max(dx/sd)[0.1982]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.018sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0095]
Node[4] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.026]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.006]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.007]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.008]
Node[60] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.015]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[76] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[-0.005]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[92] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.012]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.008]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.010]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[240] delta[0.003] dx/sd[0.010] |x-mode|/sd[-0.189]
Node[241] delta[-0.000] dx/sd[-0.009] |x-mode|/sd[0.177]
Implied correction for [330] nodes
config 41/45=[ 0.000 -3.470 ] log(rel.dens)= -6.834, [0] accept, compute, 0.02s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.254]
Number of nodes corrected for [32] max(dx/sd)[0.1160]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0043]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.004]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.002]
Node[20] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[36] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.003]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.013]
Node[100] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[240] delta[0.001] dx/sd[0.004] |x-mode|/sd[-0.112]
Node[241] delta[-0.000] dx/sd[-0.004] |x-mode|/sd[0.106]
Implied correction for [330] nodes
config 42/45=[ 0.000 -1.928 ] log(rel.dens)= -1.875, [0] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.367]
Number of nodes corrected for [32] max(dx/sd)[0.0671]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0019]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.002]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.009]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[164] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[196] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[240] delta[0.000] dx/sd[0.002] |x-mode|/sd[-0.065]
Node[241] delta[-0.000] dx/sd[-0.002] |x-mode|/sd[0.062]
Implied correction for [330] nodes
config 43/45=[ 0.000 -0.771 ] log(rel.dens)= -0.299, [0] accept, compute, 0.00s
[0]Iter [0/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[5.423]
Number of nodes corrected for [32] max(dx/sd)[0.0437]
[0]Iter [1/25] VB correct with strategy [MEAN] in total[0.001sec] hess/grad[nan]
Number of nodes corrected for [32] max(dx/sd)[0.0010]
Node[4] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[12] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[20] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[28] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[36] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[44] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[52] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[60] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[68] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[76] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.001]
Node[84] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[92] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.006]
Node[100] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[108] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.001]
Node[116] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.001]
Node[124] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[132] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[140] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.000]
Node[148] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[156] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.001]
Node[164] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.000]
Node[172] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.003]
Node[180] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[188] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[196] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.000]
Node[204] delta[0.000] dx/sd[0.000] |x-mode|/sd[0.002]
Node[212] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[220] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[-0.000]
Node[228] delta[-0.000] dx/sd[-0.000] |x-mode|/sd[0.002]
Node[236] delta[0.000] dx/sd[0.000] |x-mode|/sd[-0.002]
Node[240] delta[0.000] dx/sd[0.001] |x-mode|/sd[-0.043]
Node[241] delta[-0.000] dx/sd[-0.001] |x-mode|/sd[0.041]
Implied correction for [330] nodes
config 44/45=[ 0.000 0.000 ] log(rel.dens)= -0.001, [0] accept, compute, 0.02s
Combine the densities with relative weights:
config 0/45=[ -1.896 -1.928 ] weight= 0.000 adjusted weight= 0.000
config 1/45=[ -1.896 -0.771 ] weight= 0.000 adjusted weight= 0.000
config 2/45=[ -1.896 0.000 ] weight= 0.006 adjusted weight= 0.006
config 3/45=[ -1.896 0.833 ] weight= 0.028 adjusted weight= 0.028
config 4/45=[ -1.896 2.083 ] weight= 0.051 adjusted weight= 0.051
config 5/45=[ -1.053 -3.470 ] weight= 0.000 adjusted weight= 0.000
config 6/45=[ -1.053 -1.928 ] weight= 0.001 adjusted weight= 0.001
config 7/45=[ -1.053 -0.771 ] weight= 0.078 adjusted weight= 0.078
config 8/45=[ -1.053 0.000 ] weight= 0.411 adjusted weight= 0.411
config 9/45=[ -1.053 0.833 ] weight= 0.259 adjusted weight= 0.259
config 10/45=[ -1.053 2.083 ] weight= 0.120 adjusted weight= 0.120
config 11/45=[ -1.053 3.750 ] weight= 0.023 adjusted weight= 0.023
config 12/45=[ -0.421 -3.470 ] weight= 0.000 adjusted weight= 0.000
config 13/45=[ -0.421 -1.928 ] weight= 0.043 adjusted weight= 0.043
config 14/45=[ -0.421 -0.771 ] weight= 0.238 adjusted weight= 0.238
config 15/45=[ -0.421 -0.000 ] weight= 0.577 adjusted weight= 0.577
config 16/45=[ -0.421 0.833 ] weight= 0.265 adjusted weight= 0.265
config 17/45=[ -0.421 2.083 ] weight= 0.102 adjusted weight= 0.102
config 18/45=[ -0.421 3.750 ] weight= 0.015 adjusted weight= 0.015
config 19/45=[ 0.000 -3.470 ] weight= 0.002 adjusted weight= 0.002
config 20/45=[ 0.000 -1.928 ] weight= 0.181 adjusted weight= 0.181
config 21/45=[ 0.000 -0.771 ] weight= 0.480 adjusted weight= 0.480
config 22/45=[ 0.000 0.000 ] weight= 1.000 adjusted weight= 1.000
config 23/45=[ 0.000 0.833 ] weight= 0.456 adjusted weight= 0.456
config 24/45=[ 0.000 2.083 ] weight= 0.183 adjusted weight= 0.183
config 25/45=[ 0.000 3.750 ] weight= 0.023 adjusted weight= 0.023
config 26/45=[ 1.150 -3.470 ] weight= 0.021 adjusted weight= 0.021
config 27/45=[ 1.150 -1.928 ] weight= 0.121 adjusted weight= 0.121
config 28/45=[ 1.150 -0.771 ] weight= 0.205 adjusted weight= 0.205
config 29/45=[ 1.150 -0.000 ] weight= 0.440 adjusted weight= 0.440
config 30/45=[ 1.150 0.833 ] weight= 0.248 adjusted weight= 0.248
config 31/45=[ 1.150 2.083 ] weight= 0.124 adjusted weight= 0.124
config 32/45=[ 1.150 3.750 ] weight= 0.014 adjusted weight= 0.014
config 33/45=[ 2.875 -3.470 ] weight= 0.012 adjusted weight= 0.012
config 34/45=[ 2.875 -1.928 ] weight= 0.051 adjusted weight= 0.051
config 35/45=[ 2.875 -0.771 ] weight= 0.095 adjusted weight= 0.095
config 36/45=[ 2.875 0.000 ] weight= 0.248 adjusted weight= 0.248
config 37/45=[ 2.875 0.833 ] weight= 0.187 adjusted weight= 0.187
config 38/45=[ 2.875 2.083 ] weight= 0.154 adjusted weight= 0.154
config 39/45=[ 2.875 3.750 ] weight= 0.020 adjusted weight= 0.020
config 40/45=[ 5.175 -1.928 ] weight= 0.008 adjusted weight= 0.008
config 41/45=[ 5.175 -0.771 ] weight= 0.017 adjusted weight= 0.017
config 42/45=[ 5.175 -0.000 ] weight= 0.055 adjusted weight= 0.055
config 43/45=[ 5.175 0.833 ] weight= 0.058 adjusted weight= 0.058
config 44/45=[ 5.175 2.083 ] weight= 0.095 adjusted weight= 0.095
Marginal likelihood: Integration -130.490 Gaussian-approx -130.269
Compute the marginal for each of the 2 hyperparameters
Interpolation method: Auto
Compute the marginal for theta[0] to theta[1] using numerical integration...
Compute the marginal for theta[0] to theta[1] using numerical integration... Done.
Compute the marginal for the hyperparameters... done.
Store results in directory[/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/results.files]
Wall-clock time used on [/tmp/RtmpipCVyJ/working_dir/Rtmp7czjB8/file58280503d42d7/Model.ini]
Preparations : 0.214 seconds
Approx inference (stage1): 1.327 seconds
Approx inference (stage2): 0.000 seconds
Approx inference (total) : 1.327 seconds
Output : 0.029 seconds
------------------------------------------
Total : 1.570 seconds
Stage1: Number of fn-calls= 90 with 0.0147 sec/fn-call
Stage2: Number of fn-calls= 0 with 1.3273 sec/fn-call
Stage1: Accumulated CPU-time is equivalent to 0.47 threads running at 100%
Efficiency using 2 threads = 23.42%
Stage2: Accumulated CPU-time is equivalent to 0.43 threads running at 100%
Efficiency using 2 threads = 21.66%
Total: Accumulated CPU-time is equivalent to 0.47 threads running at 100%
Efficiency using 2 threads = 23.42%
--- finished re-building ‘bym.Rnw’
make[1]: Entering directory '/data/gannet/ripley/R/packages/tests-devel/diseasemapping.Rcheck/vign_test/diseasemapping/vignettes'
xelatex bym;
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