stan-dev / stan-dev/rstan

num_pars_unconstrained SEGV

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Description

Summary:

Sometimes I get a crash like this,

 *** caught segfault ***
address 0x7f84b02f27c8, cause 'memory not mapped'

Traceback:
 1: .External(list(name = "CppMethod__invoke_notvoid", address = <pointer: 0x562b43783430>,     dll = list(name = "Rcpp", path = "/opt/R/x86_64-pc-linux-gnu-library/3.5/Rcpp/libs/Rcpp.so",         dynamicLookup = TRUE, handle = <pointer: 0x562b4488ea40>,         info = <pointer: 0x562b4226dd60>), numParameters = -1L),     <pointer: 0x562b4d307df0>, <pointer: 0x562b48d644a0>, .pointer)
 2: object@.MISC$stan_fit_instance$num_pars_unconstrained()
 3: .local(object, ...)
 4: get_num_upars(object)
 5: get_num_upars(object)
 6: throw_sampler_warnings(nfits)
 7: .local(object, ...)
 8: sampling(sm, data, pars, chains, iter, warmup, thin, seed, init,     check_data = TRUE, sample_file = sample_file, diagnostic_file = diagnostic_file,     verbose = verbose, algorithm = match.arg(algorithm), control = control,     check_unknown_args = FALSE, cores = cores, open_progress = open_progress,     include = include, ...)
 9: sampling(sm, data, pars, chains, iter, warmup, thin, seed, init,     check_data = TRUE, sample_file = sample_file, diagnostic_file = diagnostic_file,     verbose = verbose, algorithm = match.arg(algorithm), control = control,     check_unknown_args = FALSE, cores = cores, open_progress = open_progress,     include = include, ...)
10: stan(file = "unidim-adaptScale.stan", chains = numChains, cores = numChains,     iter = curIter, control = list(max_treedepth = 15), data = list(NCMP = N,         NPA = length(palist), pa1 = match(df$pa1, palist), pa2 = match(df$pa2,             palist), diff = df$pick, varCorrection = trial[tx,             "varCorrection"]), open_progress = FALSE)
An irrecoverable exception occurred. R is aborting now ...
Segmentation fault (core dumped)
Description:

It doesn't happen all the time.

Reproducible Steps:

Try running the following for half an hour,

sim2.R.txt
lib.R.txt
unidim-adaptScale.stan.txt

Obviously rename to remove the .txt suffix.

RStan Version: 2.18.2
R Version: R version 3.5.1 (2018-07-02)
Operating System: Ubuntu Cosmic w/ Linux 4.18.0-17-generic

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Research direction

Start by running sim2.R with lib.R and unidim-adaptScale.stan after removing the .txt suffixes, using the reported RStan and R versions. Inspect the num_pars_unconstrained() entry in the stack trace while reproducing the intermittent SEGV. Done means identifying and fixing the crash and confirming the reproducer no longer aborts.

Written by the indexing model from the issue text.

Assessment

Tech stack
r
Domain
backend
Issue type
Bug
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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