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improve the print-out of the convergence status for mcmc (BrooksGelman convergence)#511

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tdixon97 wants to merge 1 commit intobat:mainfrom
tdixon97:improve_logging
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improve the print-out of the convergence status for mcmc (BrooksGelman convergence)#511
tdixon97 wants to merge 1 commit intobat:mainfrom
tdixon97:improve_logging

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@tdixon97 tdixon97 commented Apr 30, 2026

Relates to #510

Just moves the $R^2$ convergence information from debug to info with something like this:

[ Info: Chains have converged, max(R²) = 1.00, threshold = 1.10 mean(R²) = 1.00, nconverged 3 / 3
[ Info: MCMC Tuning cycle 1 finished, 4 chains, 4 tuned, 4 converged.

personally I found it useful to have both mean and max $R^2$.

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codecov Bot commented Apr 30, 2026

Codecov Report

❌ Patch coverage is 54.54545% with 5 lines in your changes missing coverage. Please review.
✅ Project coverage is 57.57%. Comparing base (80a582a) to head (2465e51).
⚠️ Report is 2 commits behind head on main.

Files with missing lines Patch % Lines
src/samplers/mcmc/mcmc_convergence.jl 54.54% 5 Missing ⚠️
Additional details and impacted files 
@@            Coverage Diff             @@
##             main     #511      +/-   ##
==========================================
- Coverage   57.57%   57.57%   -0.01%     
==========================================
  Files         116      116              
  Lines        5122     5129       +7     
==========================================
+ Hits         2949     2953       +4     
- Misses       2173     2176       +3

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oschulz
oschulz reviewed Apr 30, 2026
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Comment thread src/samplers/mcmc/mcmc_convergence.jl
vt = ValueAndThreshold{max_Rsqr}(max_Rsqr, <=, algorithm.threshold)
converged = convert(Bool, vt)
@debug begin
@info begin
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I'd like to keep this at debug-level for now, and have users do ENV["JULIA_DEBUG"] = "BAT".

oschulz
oschulz reviewed Apr 30, 2026
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Comment thread src/samplers/mcmc/mcmc_convergence.jl
converged = convert(Bool, vt)
@debug begin

@info begin
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Can we leave this at debug-level too?

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tdixon97 commented May 4, 2026

Hi @oschulz
I agree that its better as debug, but the problem is that the debug printout is very verbose and so I found it not really useful. Maybe some things can be removed?

[ Info: Setting new default BAT context BATContext{Float64}(Random123.Philox4x{UInt64, 10}(0x4039619ea094a51f, 0xd7b81a8cc055764a, 0x5ad5e60e33e09a3c, 0xd43430db834da587, 0x1b099e4a110631af, 0xd7e413b7a10c8033, 0x0000000000000000, 0x0000000000000000, 0x0000000000000000, 0x0000000000000000, 0), HeterogeneousComputing.CPUnit(), ADTypes.NoAutoDiff())
[ Info: MCMCChainPoolInit: trying to generate 4 viable MCMC chain state(s).
┌ Debug: Generating dummy MCMC chain state to determine chain state, output and tuner types.
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:57](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl#line=56)
┌ Debug: Generating 32 candidate MCMC chain state(s).
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:71
┌ Debug: Testing 32 candidate MCMC chain state(s).
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:84
┌ Debug: Starting iteration over 32 MCMC state(s)
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:506
┌ Debug: Starting iteration over MCMC chain 1 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 1, completed 50 steps and produced 12 samples in 1.2 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 2 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 2, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 31 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 31, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 32 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 32, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 3 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 3, completed 50 steps and produced 14 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 6 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 6, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 10 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 10, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 14 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 14, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 18 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 18, completed 50 steps and produced 15 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 22 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 22, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 26 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 26, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 30 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 30, completed 50 steps and produced 8 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 8 with 50 steps in max. Inf s
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=469)
┌ Debug: Finished iteration over MCMC chain 8, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 13 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 13, completed 50 steps and produced 12 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 19 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 19, completed 50 steps and produced 10 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 24 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 24, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 29 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 29, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 9 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 9, completed 50 steps and produced 10 samples in 0.1 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 16 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 16, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 23 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 23, completed 50 steps and produced 12 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 4 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 4, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 12 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 12, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 21 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 21, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 5 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 5, completed 50 steps and produced 14 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 17 with 50 steps in max. Inf s
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=469)
┌ Debug: Finished iteration over MCMC chain 17, completed 50 steps and produced 10 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 28 with 50 steps in max. Inf s
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=469)
┌ Debug: Finished iteration over MCMC chain 28, completed 50 steps and produced 19 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 20 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 20, completed 50 steps and produced 22 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 11 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 11, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 7 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 7, completed 50 steps and produced 14 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 15 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 15, completed 50 steps and produced 14 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 27 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 27, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 25 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 25, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Found 32 viable MCMC chain state(s).
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:96
┌ Debug: Starting iteration over 32 MCMC state(s)
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:506
┌ Debug: Starting iteration over MCMC chain 1 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 1, completed 10000 steps and produced 2005 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 2 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 2, completed 10000 steps and produced 1982 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 4 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 4, completed 10000 steps and produced 2055 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 6 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 6, completed 10000 steps and produced 1908 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 10 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 10, completed 10000 steps and produced 1970 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 12 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 12, completed 10000 steps and produced 1989 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 14 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 14, completed 10000 steps and produced 1729 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 16 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 16, completed 10000 steps and produced 1860 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 18 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 18, completed 10000 steps and produced 1858 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 20 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 20, completed 10000 steps and produced 1404 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 21 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 21, completed 10000 steps and produced 1991 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 32 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 32, completed 10000 steps and produced 1840 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 5 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 5, completed 10000 steps and produced 2077 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 8 with 10000 steps in max. Inf s
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=469)
┌ Debug: Finished iteration over MCMC chain 8, completed 10000 steps and produced 2011 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 13 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 13, completed 10000 steps and produced 2042 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 17 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 17, completed 10000 steps and produced 2051 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 22 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 22, completed 10000 steps and produced 2000 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 24 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 24, completed 10000 steps and produced 1896 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 26 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 26, completed 10000 steps and produced 2019 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 28 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 28, completed 10000 steps and produced 1652 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 9 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 9, completed 10000 steps and produced 1918 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 23 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 23, completed 10000 steps and produced 2062 samples in 1.1 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 30 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 30, completed 10000 steps and produced 2092 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 11 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 11, completed 10000 steps and produced 2037 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 27 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 27, completed 10000 steps and produced 1994 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 7 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 7, completed 10000 steps and produced 1935 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 29 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 29, completed 10000 steps and produced 1987 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 19 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 19, completed 10000 steps and produced 1987 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 15 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 15, completed 10000 steps and produced 2038 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 25 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 25, completed 10000 steps and produced 2039 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 31 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 31, completed 10000 steps and produced 2000 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 3 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 3, completed 10000 steps and produced 1857 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Found 32 MCMC chain state(s) with at least 1592 unique accepted samples.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:109
┌ Debug: Generating 32 additional candidate MCMC chain state(s).
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:71
┌ Debug: Testing 32 candidate MCMC chain state(s).
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:84
┌ Debug: Starting iteration over 32 MCMC state(s)
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:506
┌ Debug: Starting iteration over MCMC chain 33 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 33, completed 50 steps and produced 8 samples in 0.1 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 34 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 34, completed 50 steps and produced 9 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 51 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 51, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 52 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 52, completed 50 steps and produced 17 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 53 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 53, completed 50 steps and produced 12 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 46 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 46, completed 50 steps and produced 15 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 47 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 47, completed 50 steps and produced 12 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 48 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 48, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 49 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 49, completed 50 steps and produced 9 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 50 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 50, completed 50 steps and produced 11 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 54 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 54, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 55 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 55, completed 50 steps and produced 12 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 56 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 56, completed 50 steps and produced 12 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 57 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 57, completed 50 steps and produced 20 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 58 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 58, completed 50 steps and produced 14 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 59 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 59, completed 50 steps and produced 9 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 37 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 37, completed 50 steps and produced 12 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 41 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 41, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 45 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 45, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 63 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 63, completed 50 steps and produced 9 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 38 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 38, completed 50 steps and produced 15 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 43 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 43, completed 50 steps and produced 8 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 62 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 62, completed 50 steps and produced 10 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 39 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 39, completed 50 steps and produced 10 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 60 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 60, completed 50 steps and produced 9 samples in 0.0 s.
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=491)
┌ Debug: Starting iteration over MCMC chain 36 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 36, completed 50 steps and produced 10 samples in 0.0 s.
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=491)
┌ Debug: Starting iteration over MCMC chain 61 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 61, completed 50 steps and produced 10 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 42 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 42, completed 50 steps and produced 16 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 40 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 40, completed 50 steps and produced 13 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 44 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 44, completed 50 steps and produced 19 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 35 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 35, completed 50 steps and produced 17 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 64 with 50 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 64, completed 50 steps and produced 18 samples in 0.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Found 32 viable MCMC chain state(s).
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:96
┌ Debug: Starting iteration over 32 MCMC state(s)
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:506
┌ Debug: Starting iteration over MCMC chain 33 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 33, completed 10000 steps and produced 2051 samples in 1.0 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 34 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 34, completed 10000 steps and produced 2061 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 36 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 36, completed 10000 steps and produced 2051 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 38 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 38, completed 10000 steps and produced 1925 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 40 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 40, completed 10000 steps and produced 1932 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 42 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 42, completed 10000 steps and produced 2055 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 44 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 44, completed 10000 steps and produced 1951 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 47 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 47, completed 10000 steps and produced 2051 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 50 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 50, completed 10000 steps and produced 1891 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 52 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 52, completed 10000 steps and produced 2027 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 54 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 54, completed 10000 steps and produced 1809 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 56 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 56, completed 10000 steps and produced 1941 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 58 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 58, completed 10000 steps and produced 2052 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 61 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 61, completed 10000 steps and produced 2027 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 57 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 57, completed 10000 steps and produced 2029 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 62 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 62, completed 10000 steps and produced 1908 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 64 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 64, completed 10000 steps and produced 1812 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 41 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 41, completed 10000 steps and produced 1924 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 45 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 45, completed 10000 steps and produced 1774 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 39 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 39, completed 10000 steps and produced 2104 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 49 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 49, completed 10000 steps and produced 1919 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 59 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 59, completed 10000 steps and produced 2106 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 37 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 37, completed 10000 steps and produced 1995 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 51 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 51, completed 10000 steps and produced 2011 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 63 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 63, completed 10000 steps and produced 1976 samples in 0.9 s.
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=491)
┌ Debug: Starting iteration over MCMC chain 48 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 48, completed 10000 steps and produced 1927 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 35 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 35, completed 10000 steps and produced 2032 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 55 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 55, completed 10000 steps and produced 1877 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 53 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 53, completed 10000 steps and produced 1991 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 60 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 60, completed 10000 steps and produced 1938 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 46 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 46, completed 10000 steps and produced 1879 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 43 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 43, completed 10000 steps and produced 1869 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Found 32 MCMC chain state(s) with at least 1570 unique accepted samples.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/chain_pool_init.jl:109
[ Info: Selected 4 MCMC chain state(s).
[ Info: Begin tuning of 4 MCMC chain(s).
┌ Debug: Starting iteration over 4 MCMC state(s)
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:506
┌ Debug: Starting iteration over MCMC chain 23 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 23, completed 51395 (of 100000) steps and produced 12992 samples in 5.6 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 23, completed 100000 steps and produced 24939 samples in 10.1 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 30 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 30, completed 57374 (of 100000) steps and produced 14503 samples in 5.0 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 30, completed 100000 steps and produced 25011 samples in 8.7 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 50 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 50, completed 54318 (of 100000) steps and produced 13610 samples in 5.0 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 50, completed 100000 steps and produced 24796 samples in 9.1 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 48 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 48, completed 54190 (of 100000) steps and produced 13678 samples in 5.0 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 48, completed 100000 steps and produced 24785 samples in 9.2 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: MCMC chain 23 tuned, acceptance ratio = 0.24939, max. log posterior = 652676.0
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448
┌ Debug: MCMC chain 30 tuned, acceptance ratio = 0.25011, max. log posterior = 652676.8
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448
┌ Debug: MCMC chain 48 tuned, acceptance ratio = 0.24785, max. log posterior = 652674.7
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448
┌ Debug: MCMC chain 50 tuned, acceptance ratio = 0.24796, max. log posterior = 652676.56
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl#line=447)
[ Info: Chains have *not* converged, max(R²) = 1.21, threshold = 1.10 mean(R²) = 1.06, nconverged 34 / 42
[ Info: MCMC Tuning cycle 1 finished, 4 chains, 4 tuned, 0 converged.
┌ Debug: Starting iteration over 4 MCMC state(s)
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:506
┌ Debug: Starting iteration over MCMC chain 23 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 23, completed 56112 (of 100000) steps and produced 13532 samples in 5.0 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 23, completed 100000 steps and produced 24148 samples in 8.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 48 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 48, completed 53445 (of 100000) steps and produced 12996 samples in 5.4 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 48, completed 100000 steps and produced 24215 samples in 9.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 50 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 50, completed 57110 (of 100000) steps and produced 13858 samples in 5.0 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 50, completed 100000 steps and produced 24233 samples in 8.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 30 with 100000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Iterating over MCMC chain 30, completed 55960 (of 100000) steps and produced 13677 samples in 5.0 s so far.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:487
┌ Debug: Finished iteration over MCMC chain 30, completed 100000 steps and produced 24238 samples in 8.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: MCMC chain 23 tuned, acceptance ratio = 0.24148, max. log posterior = 652675.5
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448
┌ Debug: MCMC chain 30 tuned, acceptance ratio = 0.24238, max. log posterior = 652676.3
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448
┌ Debug: MCMC chain 48 tuned, acceptance ratio = 0.24215, max. log posterior = 652673.75
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448
┌ Debug: MCMC chain 50 tuned, acceptance ratio = 0.24233, max. log posterior = 652676.5
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_state.jl:448
[ Info: Chains have converged, max(R²) = 1.08, threshold = 1.10 mean(R²) = 1.02, nconverged 42 / 42
[ Info: MCMC Tuning cycle 2 finished, 4 chains, 4 tuned, 4 converged.
[ Info: MCMC tuning of 4 chains successful after 2 cycle(s).
[ Info: Running post-tuning stabilization steps for 4 MCMC chain(s).
┌ Debug: Starting iteration over 4 MCMC state(s)
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:506
┌ Debug: Starting iteration over MCMC chain 23 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 23, completed 10000 steps and produced 2456 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 30 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 30, completed 10000 steps and produced 2369 samples in 0.8 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 48 with 10000 steps in max. Inf s
└ @ BAT [/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470](https://jupyter.nersc.gov/user/tdixon/perlmutter-login-node-base/lab/tree/global/cfs/projectdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl#line=469)
┌ Debug: Finished iteration over MCMC chain 48, completed 10000 steps and produced 2374 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492
┌ Debug: Starting iteration over MCMC chain 50 with 10000 steps in max. Inf s
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:470
┌ Debug: Finished iteration over MCMC chain 50, completed 10000 steps and produced 2276 samples in 0.9 s.
└ @ BAT /global/cfs/cdirs/m2676/users/tdixon/sims/napoli_bkg_model/notebooks/BAT.jl/src/samplers/mcmc/mcmc_algorithm.jl:492

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oschulz commented May 4, 2026

I agree that its better as debug, but the problem is that the debug printout is very verbose and so I found it not really useful. Maybe some things can be removed?

I know - the only real solution is to finally do proper progress visualization. We'll get on that now, I have additional manpower now. Can you like with DEBUG for a while longer?

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