From 1ee3af68228a432eb45c13fcde325dba784b0ea8 Mon Sep 17 00:00:00 2001 From: Jammy2211 Date: Sun, 11 Oct 2026 19:16:13 +0100 Subject: [PATCH] Nest legacy inference results under their project and trim metadata --- dashboard.html | 4 ++-- insight/board.py | 13 +++---------- 2 files changed, 5 insertions(+), 12 deletions(-) diff --git a/dashboard.html b/dashboard.html index 1aaccd0..f1f0a50 100644 --- a/dashboard.html +++ b/dashboard.html @@ -369,13 +369,13 @@ - PyAutoInsight: https://github.com/PyAutoLabs/PyAutoInsight - autolens_inference: https://github.com/PyAutoLabs/autolens_inference - autofit_inference: https://github.com/PyAutoLabs/autofit_inference
Last updated 2026-10-11 15:09:53 UTC
↻ Update

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Active campaigns

CampaignRecent progressNext steps
HST SLaM base backend parityProject and Cortex ledgers retain the 24 September rerun submissions; published rows require coverage reconciliation.Reconcile all seeds and stages with current project rows and Cortex before proposing another run.
HST SLaM Delaunay variantDelaunay is a separate target/recipe; pre-speedup runs are archived, reruns recorded on 24 September.Retrieve or account for every rerun, failed seed and missing stage; preserve the archived comparison context.
Point-source sampler admission2 October project record reports five Nautilus seeds; no gradient-sampler admission measurement.Assess a bounded gradient-sampler admission proposal with the human; no new job is authorized.
Graphical and EP inference coordinationMind campaign map and two scoping contracts preserved verbatim; implementation work remains in Mind.Reconcile current Cortex observations and shipped fixes, then select one bounded phase.
Analytic Gaussian ensemble and control calibrationCortex records accepted wave-1 baseline and 30 September independent-review caveats.Use Cortex planned diagnostic on passing, edge and worst seeds; retain the human conclusion there.
N=50 NUTS versus three EP repeatsCortex records failed wave 1 (EMFILE/OOM), wave-2 preparation and no submission.Present the existing wave-2 proposal with current dependency evidence for decision.
Hierarchical slope recovery at scaleCortex retains graphical baseline, post-processing OOM and stale EP hierarchical factor; Mind records later moments fix.Verify the moments fix release and project mirror; recover missing summaries from existing samples before a proposed rerun.
IC50 EP and graphical scale ladderCortex records N=5/10/25 results, failed N=50 EP rung and width-interpretation caveat.Check implementation close-outs, then propose a seeded ladder with appropriate output and mean-field diagnostics.
PyAutoFit search benchmark on gaussian_x3 (autofit_inference)Wave-1 pilot stopped at 223 of 520 expected runs by the B3 wrap-up ruling (2026-10-08); pilot ranks nothing; catalogue, calibration record and inference-summary@1 published.Run the 297 deferred wave-1 runs (and the JAX blend reference seed 1) on RAL partition ral on a PyAutoFit revision after A2, then freeze gaussian_x3@2 before any wave-2 row.

Active tasks

TaskCampaignStatusPriorityNext steps
Drop the 1e-3 prior centring for shear / multipole / ell_comps in the benchmarkslam-hst-baseblockednormalVerify the release containing Galaxy#634 and Lens#754 before changing priors; retain zero-centre gradient witness.
EP campaign — phase map for the 2026 Q3 graphical/EP pushgraphical-epneeds-decisionhighReconcile current Cortex records and human gates; this campaign map is never issued or bulk scheduled.
Expectation Propagation Scale-Up — Scopinggraphical-epneeds-slicinghighReconcile completed wrapper work and Pulse profiling ownership before selecting a bounded remaining inference phase.
Graphical Model Scale-Up — Scopinggraphical-epneeds-slicinghighReconcile current Cortex scale results and library dependencies; select one bounded inference phase with a witness.
NUTS/HMC trial on validated likelihoodspoint-source-admissionneeds-decisionnormalAn unscoped idea, not permission to submit: reconcile point-source admission with imaging and weak-lensing candidate targets.
gaussian_x3 search benchmark — wave 1 (the pilot)gaussian-x3-search-benchmarkblockednormalPilot partial (223 of 520 runs); run the deferred cells on RAL partition ral after A2, then freeze gaussian_x3@2.

Ledger

Inference Results

PyAutoLens
Imaging
Delaunay (JAX) (opens in a new tab)Delaunay (Numba) (opens in a new tab)Rectangular (JAX) (opens in a new tab)Rectangular (Numba) (opens in a new tab)
Point Source
Simple (JAX) (opens in a new tab)

autofit_inference

Integrity: ok · Freshness: freshness policy unspecified · evidence 2026-10-08T18:53:07Z · Scientific qualification: 35/223 accepted by producer; remaining assessments shown below

Captured source branch: main. Revision: 900648b5c66514167dd79a4859aed400fcc9551e. Capture time: 2026-10-08T19:54:10Z. Latest attempt: 2026-10-08T19:54:10Z.

Scope: inference. Producer revision: 0c87bf1add74ebec24c0dda6cd6684d1c8005f95. Generated: 2026-10-08T19:27:05Z. Source commit timestamp; not a measurement or check-in time

Project dashboard · Ingest receipt

Coverage and limitations

{"excluded": [], "expected": {"deferred": [{"id": "gaussian_x3_blend/nautilus/n_live_100/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/nautilus/n_live_200/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/nautilus/n_live_400/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/dynesty_static/nlive_200/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/dynesty_dynamic/default/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/nss/n_live_200/local_jax_cpu_fp64_cache_warm", "reason": "NSS is deferred until phase A3b (NSS onto Fitness): the B3 rule defers it on the blend, and the harness registers it deferred as a whole, so the separated control is deferred with it", "seeds": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_blend/emcee/walkers_50_steps_2000/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_blend/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_blend/zeus/walkers_50_steps_2000/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_blend/zeus/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm", "reason": "not run after seed 0: Zeus on the JAX leg was stopped at the pilot's operational wall cap on both datasets (blend at the 1800 s probe cap, separated at 3600 s; the numpy leg finishes in ~1600 s), so each further seed would spend the cap and censor; measured in wave 2 under the frozen timeout", "seeds": [1, 2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_blend/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_blend/blackjax_nuts_warm/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm", "reason": "not run after seed 0: BlackJAXNUTS on the asserted blend fails deterministically at trace time (TracerBoolConversionError in the NUTS log_l: the ordered-centre assertion is evaluated as a Python bool), as the cold leg shows on every seed; each warm attempt would first spend ~20 min on its Nautilus provider", "seeds": [1, 2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_blend/smc/default/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_separated/nautilus/n_live_100/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/nautilus/n_live_200/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/nautilus/n_live_400/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/dynesty_static/nlive_200/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/dynesty_dynamic/default/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/nss/n_live_200/local_jax_cpu_fp64_cache_warm", "reason": "NSS is deferred until phase A3b (NSS onto Fitness): the B3 rule defers it on the blend, and the harness registers it deferred as a whole, so the separated control is deferred with it", "seeds": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9], "task": "evidence"}, {"id": "gaussian_x3_separated/emcee/walkers_50_steps_2000/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_separated/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_separated/zeus/walkers_50_steps_2000/local_numpy_fp64", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_separated/zeus/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm", "reason": "not run after seed 0: Zeus on the JAX leg was stopped at the pilot's operational wall cap on both datasets (blend at the 1800 s probe cap, separated at 3600 s; the numpy leg finishes in ~1600 s), so each further seed would spend the cap and censor; measured in wave 2 under the frozen timeout", "seeds": [1, 2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_separated/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_separated/blackjax_nuts_warm/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [1, 2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}, {"id": "gaussian_x3_separated/smc/default/local_jax_cpu_fp64_cache_warm", "reason": "not run: the B3 pilot (one shared laptop) was stopped by the wrap-up ruling of 2026-10-08 before reaching this cell; deferred to wave 2 on RAL --partition=ral", "seeds": [1, 2, 3, 4, 5, 6, 7, 8, 9], "task": "posterior"}], "deferred_runs": 297, "manifest": "scripts/misc/searches/_pilot.py (gaussian_x3_search_wave1)", "runs": 520, "with_row": 223}, "observed": {"acceptance_accepted": 35, "acceptance_not_assessed": 78, "acceptance_rejected": 110, "execution_complete": 180, "execution_failed": 43, "records": 223, "runs": 223}}
  • Verdicts are producer-asserted under protocol gaussian_x3@1, whose PLACEHOLDER thresholds are calibrated in the wave-1 pilot and then frozen
  • Rows are judged only against a reference with the same dataset, backend, data seed and assertion mechanism; log evidences are compared only within one backend and one assertion mechanism
  • Nested-search convergence needs the search's own termination condition: Nautilus is read from its sampler; other nested searches are not_assessed until PyAutoFit exposes it (phase A3)
  • Completion is execution, not convergence; convergence is reported separately from acceptance
  • Sample archives remain in project storage; current availability unknown

Current results

TargetStageSamplerConfigurationSeedExecutionConvergence / acceptanceSampler clock (s)Fit call (s)DiagnosticsSamplesEvidence
gaussian_x3_blend/data_seed1/seed0single searchbfgslocal_jax_cpu_fp640failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed13.60236716270446813.88767320000261availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchbfgslocal_jax_cpu_fp641failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed14.8931858539581315.443632700000308availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchbfgslocal_jax_cpu_fp642failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed12.52607297897338913.512804099998903availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchbfgslocal_jax_cpu_fp643completenot_assessed / not_assessed14.95915532112121649.19529500000135availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchbfgslocal_jax_cpu_fp644failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed13.58659744262695314.05181679999805availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchbfgslocal_jax_cpu_fp645failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed17.4019801616668718.110931600000185availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchbfgslocal_jax_cpu_fp646failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed14.23751783370971714.935181099997862availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchbfgslocal_jax_cpu_fp647failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed14.59865355491638215.270657600001869availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchbfgslocal_jax_cpu_fp648completenot_assessed / not_assessed10.69766545295715340.309002100002544availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchbfgslocal_jax_cpu_fp649failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed11.59244132041931212.118992199997592availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchbfgslocal_numpy_fp640failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.0074257850646977.736843099999533availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchbfgslocal_numpy_fp641failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.5578756332397468.733155400001124availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchbfgslocal_numpy_fp642failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.5922012329101569.3094577999982availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchbfgslocal_numpy_fp643failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.89510560035705610.495542200002092availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchbfgslocal_numpy_fp644failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.0470001697540287.982328100002633availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchbfgslocal_numpy_fp645failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.6906182765960698.159760599999572availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchbfgslocal_numpy_fp646failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.791458606719979.973385900000721availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchbfgslocal_numpy_fp647failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.41832447052001957.853619100002106availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchbfgslocal_numpy_fp648failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.5289349555969249.719483400000172availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchbfgslocal_numpy_fp649failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.3923377990722669.515777500000695availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchblackjax_nutslocal_jax_cpu_fp640failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[]. +

Active campaigns

CampaignRecent progressNext steps
HST SLaM base backend parityProject and Cortex ledgers retain the 24 September rerun submissions; published rows require coverage reconciliation.Reconcile all seeds and stages with current project rows and Cortex before proposing another run.
HST SLaM Delaunay variantDelaunay is a separate target/recipe; pre-speedup runs are archived, reruns recorded on 24 September.Retrieve or account for every rerun, failed seed and missing stage; preserve the archived comparison context.
Point-source sampler admission2 October project record reports five Nautilus seeds; no gradient-sampler admission measurement.Assess a bounded gradient-sampler admission proposal with the human; no new job is authorized.
Graphical and EP inference coordinationMind campaign map and two scoping contracts preserved verbatim; implementation work remains in Mind.Reconcile current Cortex observations and shipped fixes, then select one bounded phase.
Analytic Gaussian ensemble and control calibrationCortex records accepted wave-1 baseline and 30 September independent-review caveats.Use Cortex planned diagnostic on passing, edge and worst seeds; retain the human conclusion there.
N=50 NUTS versus three EP repeatsCortex records failed wave 1 (EMFILE/OOM), wave-2 preparation and no submission.Present the existing wave-2 proposal with current dependency evidence for decision.
Hierarchical slope recovery at scaleCortex retains graphical baseline, post-processing OOM and stale EP hierarchical factor; Mind records later moments fix.Verify the moments fix release and project mirror; recover missing summaries from existing samples before a proposed rerun.
IC50 EP and graphical scale ladderCortex records N=5/10/25 results, failed N=50 EP rung and width-interpretation caveat.Check implementation close-outs, then propose a seeded ladder with appropriate output and mean-field diagnostics.
PyAutoFit search benchmark on gaussian_x3 (autofit_inference)Wave-1 pilot stopped at 223 of 520 expected runs by the B3 wrap-up ruling (2026-10-08); pilot ranks nothing; catalogue, calibration record and inference-summary@1 published.Run the 297 deferred wave-1 runs (and the JAX blend reference seed 1) on RAL partition ral on a PyAutoFit revision after A2, then freeze gaussian_x3@2 before any wave-2 row.

Active tasks

TaskCampaignStatusPriorityNext steps
Drop the 1e-3 prior centring for shear / multipole / ell_comps in the benchmarkslam-hst-baseblockednormalVerify the release containing Galaxy#634 and Lens#754 before changing priors; retain zero-centre gradient witness.
EP campaign — phase map for the 2026 Q3 graphical/EP pushgraphical-epneeds-decisionhighReconcile current Cortex records and human gates; this campaign map is never issued or bulk scheduled.
Expectation Propagation Scale-Up — Scopinggraphical-epneeds-slicinghighReconcile completed wrapper work and Pulse profiling ownership before selecting a bounded remaining inference phase.
Graphical Model Scale-Up — Scopinggraphical-epneeds-slicinghighReconcile current Cortex scale results and library dependencies; select one bounded inference phase with a witness.
NUTS/HMC trial on validated likelihoodspoint-source-admissionneeds-decisionnormalAn unscoped idea, not permission to submit: reconcile point-source admission with imaging and weak-lensing candidate targets.
gaussian_x3 search benchmark — wave 1 (the pilot)gaussian-x3-search-benchmarkblockednormalPilot partial (223 of 520 runs); run the deferred cells on RAL partition ral after A2, then freeze gaussian_x3@2.

Ledger

Inference Results

PyAutoLens
Imaging
Delaunay (JAX) (opens in a new tab)Delaunay (Numba) (opens in a new tab)Rectangular (JAX) (opens in a new tab)Rectangular (Numba) (opens in a new tab)
Point Source
Simple (JAX) (opens in a new tab)
PyAutoFit

Integrity: ok · Freshness: freshness policy unspecified · evidence 2026-10-08T18:53:07Z · Scientific qualification: 35/223 accepted by producer; remaining assessments shown below

Project dashboard · Ingest receipt

Current results

TargetStageSamplerConfigurationSeedExecutionConvergence / acceptanceSampler clock (s)Fit call (s)DiagnosticsSamplesEvidence
gaussian_x3_blend/data_seed1/seed0single searchbfgslocal_jax_cpu_fp640failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed13.60236716270446813.88767320000261availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchbfgslocal_jax_cpu_fp641failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed14.8931858539581315.443632700000308availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchbfgslocal_jax_cpu_fp642failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed12.52607297897338913.512804099998903availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchbfgslocal_jax_cpu_fp643completenot_assessed / not_assessed14.95915532112121649.19529500000135availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchbfgslocal_jax_cpu_fp644failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed13.58659744262695314.05181679999805availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchbfgslocal_jax_cpu_fp645failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed17.4019801616668718.110931600000185availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchbfgslocal_jax_cpu_fp646failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed14.23751783370971714.935181099997862availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchbfgslocal_jax_cpu_fp647failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed14.59865355491638215.270657600001869availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchbfgslocal_jax_cpu_fp648completenot_assessed / not_assessed10.69766545295715340.309002100002544availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchbfgslocal_jax_cpu_fp649failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed11.59244132041931212.118992199997592availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchbfgslocal_numpy_fp640failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.0074257850646977.736843099999533availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchbfgslocal_numpy_fp641failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.5578756332397468.733155400001124availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchbfgslocal_numpy_fp642failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.5922012329101569.3094577999982availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchbfgslocal_numpy_fp643failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.89510560035705610.495542200002092availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchbfgslocal_numpy_fp644failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.0470001697540287.982328100002633availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchbfgslocal_numpy_fp645failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.6906182765960698.159760599999572availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchbfgslocal_numpy_fp646failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.791458606719979.973385900000721availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchbfgslocal_numpy_fp647failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.41832447052001957.853619100002106availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchbfgslocal_numpy_fp648failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.5289349555969249.719483400000172availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchbfgslocal_numpy_fp649failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.3923377990722669.515777500000695availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchblackjax_nutslocal_jax_cpu_fp640failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[]. The error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params. See https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionErrornot_converged / not_assessedunknown42.179321799998434availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchblackjax_nutslocal_jax_cpu_fp641failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[]. The error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params. See https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionErrornot_converged / not_assessedunknown9.702254300005734availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchblackjax_nuts_warmlocal_jax_cpu_fp640failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[]. The error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params. -See https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionErrornot_converged / not_assessedunknown67.55193340000187availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchdynesty_dynamiclocal_jax_cpu_fp640completenot_assessed / not_assessed1060.37197589874271217.4585422000018availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchdynesty_dynamiclocal_jax_cpu_fp641completenot_assessed / not_assessed425.34087324142456466.02419519999967availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchdynesty_dynamiclocal_numpy_fp640completenot_assessed / accepted672.3160562515259771.8162669000012availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchdynesty_dynamiclocal_numpy_fp641completenot_assessed / accepted315.00353145599365343.018189800001availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchdynesty_staticlocal_jax_cpu_fp640completenot_assessed / not_assessed215.17351412773132240.3866175999974availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchdynesty_staticlocal_jax_cpu_fp641completenot_assessed / not_assessed81.4777698516845793.20188630000484availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchdynesty_staticlocal_numpy_fp640completenot_assessed / rejected212.0218162536621234.44073229999776availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchdynesty_staticlocal_numpy_fp641completenot_assessed / rejected98.54750156402588111.4136942000041availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchemceelocal_jax_cpu_fp640failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)not_converged / not_assessedunknown1795.8331753999992availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchemceelocal_jax_cpu_fp641completenot_converged / not_assessed1189.7650330066681203.6711538000018availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchemceelocal_numpy_fp640completenot_converged / rejected295.3115873336792330.9503074000022availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchemceelocal_numpy_fp641completenot_converged / rejected123.25966548919678137.76389390000259availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchlbfgslocal_jax_cpu_fp640failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed13.97473835945129414.374400400000013availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchlbfgslocal_jax_cpu_fp641failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed13.76986980438232414.289665199998126availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchlbfgslocal_jax_cpu_fp642failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed11.95600008964538612.529035600000498availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchlbfgslocal_jax_cpu_fp643failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed12.8722400665283213.62152530000094availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchlbfgslocal_jax_cpu_fp644failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed12.40808272361755413.009582200000295availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchlbfgslocal_jax_cpu_fp645failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed11.6752691268920912.173313899998902availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchlbfgslocal_jax_cpu_fp646completenot_assessed / not_assessed12.0886309146881144.38298600000053availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchlbfgslocal_jax_cpu_fp647failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed11.24362897872924811.868792099998245availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchlbfgslocal_jax_cpu_fp648failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed11.56436967849731412.047185200000968availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchlbfgslocal_jax_cpu_fp649failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / not_assessed12.38004565238952613.176392600002146availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchlbfgslocal_numpy_fp640failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected5.068749427795415.31315320000067availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchlbfgslocal_numpy_fp641completenot_assessed / rejected5.95803856849670447.26345769999898availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchlbfgslocal_numpy_fp642failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.2702040672302256.865790799998649availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchlbfgslocal_numpy_fp643completenot_assessed / rejected6.628524065017747.91288179999901availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchlbfgslocal_numpy_fp644failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected8.3672637939453129.059081399998831availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchlbfgslocal_numpy_fp645failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.1203968524932866.557287499999802availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchlbfgslocal_numpy_fp646failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.903150558471687.540862599998945availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchlbfgslocal_numpy_fp647failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected7.12000346183776867.6342595999994955availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchlbfgslocal_numpy_fp648failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.6829495429992687.215508900000714availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchlbfgslocal_numpy_fp649failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)not_assessed / rejected6.2830736637115486.717486000001372availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchmulti_start_adabelieflocal_jax_cpu_fp640completenot_assessed / not_assessed42.7540891170501766.62464159999945availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchmulti_start_adabelieflocal_jax_cpu_fp641completenot_assessed / not_assessed46.9175496101379484.93421459999809availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchmulti_start_adabelieflocal_jax_cpu_fp642completenot_assessed / not_assessed47.39191317558288685.02850259999832availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchmulti_start_adabelieflocal_jax_cpu_fp643completenot_assessed / not_assessed52.3843939304351886.50476509999862availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchmulti_start_adabelieflocal_jax_cpu_fp644completenot_assessed / not_assessed44.3930687904357977.74526429999969availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchmulti_start_adabelieflocal_jax_cpu_fp645completenot_assessed / not_assessed45.007722377777187.0768444000023availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchmulti_start_adabelieflocal_jax_cpu_fp646completenot_assessed / not_assessed44.3568637371063289.26296160000129availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchmulti_start_adabelieflocal_jax_cpu_fp647completenot_assessed / not_assessed58.3959038257598996.53807249999954availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchmulti_start_adabelieflocal_jax_cpu_fp648completenot_assessed / not_assessed52.801470279693689.89449640000021availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchmulti_start_adabelieflocal_jax_cpu_fp649completenot_assessed / not_assessed58.6678469181060897.28379209999912availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchmulti_start_adamlocal_jax_cpu_fp640completenot_assessed / not_assessed50.21008133888244673.01708489999874availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchmulti_start_adamlocal_jax_cpu_fp641completenot_assessed / not_assessed61.374370098114014101.33558860000267availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchmulti_start_adamlocal_jax_cpu_fp642completenot_assessed / not_assessed60.52362990379333593.01852740000322availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchmulti_start_adamlocal_jax_cpu_fp643completenot_assessed / not_assessed59.28629660606384105.02813040000183availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchmulti_start_adamlocal_jax_cpu_fp644completenot_assessed / not_assessed66.96934843063354118.99275859999761availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchmulti_start_adamlocal_jax_cpu_fp645completenot_assessed / not_assessed70.12560486793518121.24009080000178availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchmulti_start_adamlocal_jax_cpu_fp646completenot_assessed / not_assessed55.055872678756714101.3846784999987availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchmulti_start_adamlocal_jax_cpu_fp647completenot_assessed / not_assessed60.17712759971619104.5712495000007availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchmulti_start_adamlocal_jax_cpu_fp648completenot_assessed / not_assessed43.6421477794647288.50154900000052availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchmulti_start_adamlocal_jax_cpu_fp649completenot_assessed / not_assessed56.54618835449219103.19699949999995availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchmulti_start_lionlocal_jax_cpu_fp640completenot_assessed / not_assessed12.80605912208557140.01358629999959availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchmulti_start_lionlocal_jax_cpu_fp641completenot_assessed / not_assessed24.23388862609863364.74037789999784availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchmulti_start_lionlocal_jax_cpu_fp642completenot_assessed / not_assessed20.03095412254333563.29675309999948availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchmulti_start_lionlocal_jax_cpu_fp643completenot_assessed / not_assessed19.25540447235107456.37117980000039availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchmulti_start_lionlocal_jax_cpu_fp644completenot_assessed / not_assessed19.38200521469116256.04738290000023availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchmulti_start_lionlocal_jax_cpu_fp645completenot_assessed / not_assessed17.36896657943725655.27895879999778availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchmulti_start_lionlocal_jax_cpu_fp646completenot_assessed / not_assessed18.48901295661926358.40842210000119availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchmulti_start_lionlocal_jax_cpu_fp647completenot_assessed / not_assessed19.8687827587127755.071547499999724availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchmulti_start_lionlocal_jax_cpu_fp648completenot_assessed / not_assessed22.02640533447265658.25300219999917availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchmulti_start_lionlocal_jax_cpu_fp649completenot_assessed / not_assessed18.53074908256530855.998511300000246availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchmulti_start_prodigylocal_jax_cpu_fp640completenot_assessed / not_assessed26.22770476341247662.796811200001684availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchmulti_start_prodigylocal_jax_cpu_fp641completenot_assessed / not_assessed38.2095794677734484.69817429999966availableunknownresult
gaussian_x3_blend/data_seed1/seed2single searchmulti_start_prodigylocal_jax_cpu_fp642completenot_assessed / not_assessed34.5862023830413872.76758209999753availableunknownresult
gaussian_x3_blend/data_seed1/seed3single searchmulti_start_prodigylocal_jax_cpu_fp643completenot_assessed / not_assessed35.9525353908538875.61778259999846availableunknownresult
gaussian_x3_blend/data_seed1/seed4single searchmulti_start_prodigylocal_jax_cpu_fp644completenot_assessed / not_assessed36.7766642570495675.63471070000014availableunknownresult
gaussian_x3_blend/data_seed1/seed5single searchmulti_start_prodigylocal_jax_cpu_fp645completenot_assessed / not_assessed34.3655004501342875.39922420000221availableunknownresult
gaussian_x3_blend/data_seed1/seed6single searchmulti_start_prodigylocal_jax_cpu_fp646completenot_assessed / not_assessed38.6631810665130677.15030770000158availableunknownresult
gaussian_x3_blend/data_seed1/seed7single searchmulti_start_prodigylocal_jax_cpu_fp647completenot_assessed / not_assessed38.9072284698486380.35257060000004availableunknownresult
gaussian_x3_blend/data_seed1/seed8single searchmulti_start_prodigylocal_jax_cpu_fp648completenot_assessed / not_assessed31.97799110412597767.9591193999986availableunknownresult
gaussian_x3_blend/data_seed1/seed9single searchmulti_start_prodigylocal_jax_cpu_fp649completenot_assessed / not_assessed29.51709914207458566.04237690000082availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchnautiluslocal_jax_cpu_fp640completeconverged / not_assessed1172.90754652023321212.1641402999994availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchnautiluslocal_jax_cpu_fp641completeconverged / not_assessed853.1675035953522870.6330551000065availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchnautiluslocal_numpy_fp640completeconverged / accepted1202.61759090423581253.6145966999975availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchnautiluslocal_numpy_fp641completeconverged / accepted850.1547207832336871.8810075000001availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchnautiluslocal_jax_cpu_fp640completeconverged / not_assessed1194.62190985679631231.3208968000035availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchnautiluslocal_jax_cpu_fp641completeconverged / not_assessed789.4343991279602811.4343360000057availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchnautiluslocal_numpy_fp640failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)not_converged / rejectedunknown1797.7244747000004availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchnautiluslocal_numpy_fp641completeconverged / accepted1087.12927579879761113.0054554000017availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchnautiluslocal_jax_cpu_fp640completeconverged / not_assessed1662.09069180488591705.6011811000062availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchnautiluslocal_jax_cpu_fp641completeconverged / not_assessed1439.25847220420841480.9580088000002availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchnautiluslocal_numpy_fp640completeconverged / accepted3338.292703628543415.3513821000015availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchnautiluslocal_numpy_fp641completeconverged / accepted1534.35081505775451572.1778831999982availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchsmclocal_jax_cpu_fp640completenot_assessed / not_assessed607.1887984275818631.6644508999998availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchsmclocal_jax_cpu_fp641completenot_assessed / not_assessed118.236243724823126.58793900000455availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchzeuslocal_jax_cpu_fp640failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)not_converged / not_assessedunknown1792.2593608999996availableunknownresult
gaussian_x3_blend/data_seed1/seed0single searchzeuslocal_numpy_fp640failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)not_converged / rejectedunknown1797.1518088000012availableunknownresult
gaussian_x3_blend/data_seed1/seed1single searchzeuslocal_numpy_fp641completenot_converged / rejected576.4422044754028769.202040199998availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchbfgslocal_jax_cpu_fp640completenot_assessed / rejected9.60450577735900935.51664779999919availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchbfgslocal_jax_cpu_fp641completenot_assessed / rejected10.1112885475158735.4059699999998availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchbfgslocal_jax_cpu_fp642completenot_assessed / rejected10.309374094009435.63130570000067availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchbfgslocal_jax_cpu_fp643completenot_assessed / rejected9.72316336631774933.614381200000935availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchbfgslocal_jax_cpu_fp644completenot_assessed / rejected9.39356088638305737.432726700000785availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchbfgslocal_jax_cpu_fp645completenot_assessed / rejected9.35116791725158735.949477500002104availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchbfgslocal_jax_cpu_fp646completenot_assessed / rejected9.53964209556579635.63403749999998availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchbfgslocal_jax_cpu_fp647completenot_assessed / rejected12.7242298126220738.80845849999969availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchbfgslocal_jax_cpu_fp648completenot_assessed / rejected13.05367422103881837.34510069999669availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchbfgslocal_jax_cpu_fp649completenot_assessed / rejected12.72397851943969736.24774569999863availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchbfgslocal_numpy_fp640completenot_assessed / rejected5.20480966567993232.55018890000065availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchbfgslocal_numpy_fp641completenot_assessed / rejected5.04085350036621131.91465529999914availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchbfgslocal_numpy_fp642completenot_assessed / rejected5.12085366249084533.129444300000614availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchbfgslocal_numpy_fp643completenot_assessed / rejected4.880860567092895534.58994910000183availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchbfgslocal_numpy_fp644completenot_assessed / rejected4.95525503158569332.91801210000267availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchbfgslocal_numpy_fp645completenot_assessed / rejected4.78735971450805730.714918900001067availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchbfgslocal_numpy_fp646completenot_assessed / rejected4.97574710845947332.5895182000022availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchbfgslocal_numpy_fp647completenot_assessed / rejected5.49255466461181630.9177978000007availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchbfgslocal_numpy_fp648completenot_assessed / rejected4.86422228813171431.769841900000756availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchbfgslocal_numpy_fp649completenot_assessed / rejected5.78881549835205130.78151880000223availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchblackjax_nutslocal_jax_cpu_fp640completenot_converged / rejected32.5820798873901488.30002569999851availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchblackjax_nutslocal_jax_cpu_fp641completenot_converged / rejected81.05208730697632243.72252129999833availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchblackjax_nuts_warmlocal_jax_cpu_fp640completenot_converged / accepted28.72401022911071873.68839039999875availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchdynesty_dynamiclocal_jax_cpu_fp640completenot_assessed / rejected842.160876750946902.1001149999975availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchdynesty_dynamiclocal_jax_cpu_fp641completenot_assessed / accepted687.870174407959742.6943207000004availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchdynesty_dynamiclocal_numpy_fp640completenot_assessed / accepted895.0377156734467960.5190024000003availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchdynesty_dynamiclocal_numpy_fp641completenot_assessed / rejected694.9827127456665739.827999699999availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchdynesty_staticlocal_jax_cpu_fp640completenot_assessed / rejected234.2811517715454261.77806319999945availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchdynesty_staticlocal_jax_cpu_fp641completenot_assessed / rejected139.55722427368164148.89553829999932availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchdynesty_staticlocal_numpy_fp640completenot_assessed / accepted257.3085255622864282.2910640000009availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchdynesty_staticlocal_numpy_fp641completenot_assessed / rejected133.28381752967834175.2136848999944availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchemceelocal_jax_cpu_fp640completenot_converged / rejected2094.3066728115082115.7031529999986availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchemceelocal_jax_cpu_fp641completenot_converged / rejected1339.8525934219361399.974675599995availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchemceelocal_numpy_fp640completenot_converged / rejected198.5872824192047235.45428900000115availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchemceelocal_numpy_fp641completenot_converged / rejected101.92550444602966162.00015110000095availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchlbfgslocal_jax_cpu_fp640completenot_assessed / rejected13.76407217979431243.526067599999806availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchlbfgslocal_jax_cpu_fp641completenot_assessed / rejected13.08480024337768642.901174400001764availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchlbfgslocal_jax_cpu_fp642completenot_assessed / rejected11.80148482322692938.502016299997194availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchlbfgslocal_jax_cpu_fp643completenot_assessed / rejected10.50800418853759838.706144899999344availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchlbfgslocal_jax_cpu_fp644completenot_assessed / rejected11.78631734848022539.096697799999674availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchlbfgslocal_jax_cpu_fp645completenot_assessed / rejected10.83249354362487839.4540765999991availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchlbfgslocal_jax_cpu_fp646completenot_assessed / rejected11.70031619071960437.866031899997324availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchlbfgslocal_jax_cpu_fp647completenot_assessed / rejected10.3134922981262237.942452800001774availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchlbfgslocal_jax_cpu_fp648completenot_assessed / rejected10.6336405277252236.1579410000013availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchlbfgslocal_jax_cpu_fp649completenot_assessed / rejected10.35861706733703635.33663040000101availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchlbfgslocal_numpy_fp640completenot_assessed / rejected5.51944613456726134.52072530000078availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchlbfgslocal_numpy_fp641completenot_assessed / rejected5.02546095848083535.27510240000265availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchlbfgslocal_numpy_fp642completenot_assessed / rejected5.48076248168945334.57888639999874availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchlbfgslocal_numpy_fp643completenot_assessed / rejected5.05318784713745135.91091159999996availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchlbfgslocal_numpy_fp644completenot_assessed / rejected5.38096165657043535.74183179999818availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchlbfgslocal_numpy_fp645completenot_assessed / rejected5.4004728794097933.06302860000142availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchlbfgslocal_numpy_fp646completenot_assessed / rejected4.74429154396057134.46254409999892availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchlbfgslocal_numpy_fp647completenot_assessed / rejected4.0813837051391633.406229500000336availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchlbfgslocal_numpy_fp648completenot_assessed / rejected4.81261730194091838.17318169999999availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchlbfgslocal_numpy_fp649completenot_assessed / rejected5.957750797271728541.799129099999845availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchmulti_start_adabelieflocal_jax_cpu_fp640completenot_assessed / rejected37.6728188991546667.39908149999974availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchmulti_start_adabelieflocal_jax_cpu_fp641completenot_assessed / rejected41.1361377239227371.6484696999978availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchmulti_start_adabelieflocal_jax_cpu_fp642completenot_assessed / rejected36.3826396465301570.3149568000008availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchmulti_start_adabelieflocal_jax_cpu_fp643completenot_assessed / rejected35.0738496780395569.95025100000203availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchmulti_start_adabelieflocal_jax_cpu_fp644completenot_assessed / rejected32.41893863677978566.09587459999966availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchmulti_start_adabelieflocal_jax_cpu_fp645completenot_assessed / rejected46.7206442356109676.39157249999698availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchmulti_start_adabelieflocal_jax_cpu_fp646completenot_assessed / rejected36.7994906902313269.4737989000023availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchmulti_start_adabelieflocal_jax_cpu_fp647completenot_assessed / rejected41.3369750976562572.52666970000064availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchmulti_start_adabelieflocal_jax_cpu_fp648completenot_assessed / rejected43.0997078418731775.81179469999915availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchmulti_start_adabelieflocal_jax_cpu_fp649completenot_assessed / rejected40.8929438591003472.26421920000212availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchmulti_start_adamlocal_jax_cpu_fp640completenot_assessed / rejected29.25367641448974660.81400339999891availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchmulti_start_adamlocal_jax_cpu_fp641completenot_assessed / rejected34.50418615341186573.01839280000058availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchmulti_start_adamlocal_jax_cpu_fp642completenot_assessed / rejected51.6752619743347282.4103772999988availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchmulti_start_adamlocal_jax_cpu_fp643completenot_assessed / rejected49.9835023880004980.03578670000206availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchmulti_start_adamlocal_jax_cpu_fp644completenot_assessed / rejected35.1810545921325765.21333360000062availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchmulti_start_adamlocal_jax_cpu_fp645completenot_assessed / rejected37.9046819210052570.18662419999964availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchmulti_start_adamlocal_jax_cpu_fp646completenot_assessed / rejected39.1085836887359669.44771910000054availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchmulti_start_adamlocal_jax_cpu_fp647completenot_assessed / rejected39.0685024261474668.53761809999924availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchmulti_start_adamlocal_jax_cpu_fp648completenot_assessed / rejected39.24753570556640668.20075240000006availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchmulti_start_adamlocal_jax_cpu_fp649completenot_assessed / rejected16.77032327651977544.422194700000546availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchmulti_start_lionlocal_jax_cpu_fp640completenot_assessed / rejected13.25806331634521542.91295490000266availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchmulti_start_lionlocal_jax_cpu_fp641completenot_assessed / rejected13.443327426910441.49851040000067availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchmulti_start_lionlocal_jax_cpu_fp642completenot_assessed / rejected11.95477628707885740.6737910999982availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchmulti_start_lionlocal_jax_cpu_fp643completenot_assessed / rejected11.13467645645141645.69898980000289availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchmulti_start_lionlocal_jax_cpu_fp644completenot_assessed / rejected14.79311776161193854.98624759999802availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchmulti_start_lionlocal_jax_cpu_fp645completenot_assessed / rejected14.5683701038360653.62827560000005availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchmulti_start_lionlocal_jax_cpu_fp646completenot_assessed / rejected16.53287243843078659.055008200000884availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchmulti_start_lionlocal_jax_cpu_fp647completenot_assessed / rejected18.48187041282653858.15068059999976availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchmulti_start_lionlocal_jax_cpu_fp648completenot_assessed / rejected18.54029774665832557.2234529999987availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchmulti_start_lionlocal_jax_cpu_fp649completenot_assessed / rejected20.22900485992431657.85879399999976availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchmulti_start_prodigylocal_jax_cpu_fp640completenot_assessed / accepted28.1260106563568162.29774589999943availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchmulti_start_prodigylocal_jax_cpu_fp641completenot_assessed / accepted32.69915676116943465.10632629999964availableunknownresult
gaussian_x3_separated/data_seed2/seed2single searchmulti_start_prodigylocal_jax_cpu_fp642completenot_assessed / accepted29.2885665893554762.10333900000114availableunknownresult
gaussian_x3_separated/data_seed2/seed3single searchmulti_start_prodigylocal_jax_cpu_fp643completenot_assessed / accepted29.55002140998840361.99807940000028availableunknownresult
gaussian_x3_separated/data_seed2/seed4single searchmulti_start_prodigylocal_jax_cpu_fp644completenot_assessed / accepted29.63669967651367270.64360240000315availableunknownresult
gaussian_x3_separated/data_seed2/seed5single searchmulti_start_prodigylocal_jax_cpu_fp645completenot_assessed / accepted30.90928435325622672.11290390000067availableunknownresult
gaussian_x3_separated/data_seed2/seed6single searchmulti_start_prodigylocal_jax_cpu_fp646completenot_assessed / accepted33.8730471134185874.53829150000092availableunknownresult
gaussian_x3_separated/data_seed2/seed7single searchmulti_start_prodigylocal_jax_cpu_fp647completenot_assessed / accepted33.90399837493896575.23567380000168availableunknownresult
gaussian_x3_separated/data_seed2/seed8single searchmulti_start_prodigylocal_jax_cpu_fp648completenot_assessed / accepted28.2179567813873359.957627600000706availableunknownresult
gaussian_x3_separated/data_seed2/seed9single searchmulti_start_prodigylocal_jax_cpu_fp649completenot_assessed / accepted27.570694684982358.49343260000023availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchnautiluslocal_jax_cpu_fp640completeconverged / accepted1730.57981443405151774.5028984000019availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchnautiluslocal_jax_cpu_fp641completeconverged / accepted729.0834815502167748.2426526999989availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchnautiluslocal_numpy_fp640completeconverged / accepted1615.7679440975191677.0303433000008availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchnautiluslocal_numpy_fp641completeconverged / accepted652.5374209880829669.7351828999963availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchnautiluslocal_jax_cpu_fp640completeconverged / accepted1759.3876726627351814.4274729999997availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchnautiluslocal_jax_cpu_fp641completeconverged / accepted986.71144962310791091.1838473000025availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchnautiluslocal_numpy_fp640completeconverged / accepted1864.92799711227421934.5378005999992availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchnautiluslocal_numpy_fp641completeconverged / accepted785.3532800674438952.1634601999976availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchnautiluslocal_jax_cpu_fp640completeconverged / accepted2195.458452463152254.955941400003availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchnautiluslocal_jax_cpu_fp641completeconverged / accepted1428.21377110481261459.2848690000028availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchnautiluslocal_numpy_fp640completeconverged / accepted2294.5553774833682358.5320723999976availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchnautiluslocal_numpy_fp641completeconverged / accepted1480.36488389968871566.2881358000013availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchsmclocal_jax_cpu_fp640completenot_assessed / rejected305.73389434814453322.3606273000041availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchzeuslocal_jax_cpu_fp640failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)not_converged / rejectedunknown3595.491131699997availableunknownresult
gaussian_x3_separated/data_seed2/seed0single searchzeuslocal_numpy_fp640completenot_converged / accepted1260.33012080192571577.4509614000017availableunknownresult
gaussian_x3_separated/data_seed2/seed1single searchzeuslocal_numpy_fp641completenot_converged / accepted736.78971362113951596.5888223000002availableunknownresult

Historical project results

TargetStageSamplerConfigurationSeedExecutionConvergence / acceptanceSampler clock (s)Fit call (s)DiagnosticsSamplesEvidence

Comparisons and parity groups

Targets, seeds and stages are retained. No best-seed selection, cross-target ranking or automatic convergence threshold. Declared groups do not themselves certify parity.

No certified comparison pairs supplied by this producer.

Diagnostics, timing definitions and provenance

gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.2542556999978842, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.602367162704468, "setup_s": null, "total_s": 13.88767320000261}
diagnostics
{"status": "available", "values": {"ess_kish": 12.999999999999996, "ess_per_s": 0.9557160047586374, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 6, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 0.00011939999967580661, "posterior": {"background.level": {"lower_1": -0.0185399485668804, "lower_2": -0.4835454982388877, "mean": -0.03938037691973213, "median": -0.00576339597377, "sigma": 0.013508528925517602, "upper_1": 0.008477109284154802, "upper_2": 0.01162355110178}, "g0.centre": {"lower_1": 49.16085865023855, "lower_2": 41.830098906684384, "mean": 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"upper_2": 43.21930948686182}, "g2.sigma": {"lower_1": 15.112250497758266, "lower_2": 14.3759211176559, "mean": 15.260403241555183, "median": 15.32781189756747, "sigma": 0.17764571293056353, "upper_1": 15.467541923619393, "upper_2": 15.48447504702122}}, "ppc_chi2": 187551.31399296064, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.9071947889975616, "g0.centre": 55.42864922959718, "g0.normalization": -436.16117657324247, "g0.sigma": 48.418483032911524, "g1.centre": 8.853290370394337, "g1.normalization": -734.6968428778057, "g1.sigma": 39.37493919265954, "g2.centre": -26.56943506964444, "g2.normalization": -528.5273549886966, "g2.sigma": 29.991221345431253}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_0/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:39:01Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.4013401000011072, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 14.89318585395813, "setup_s": null, "total_s": 15.443632700000308}
diagnostics
{"status": "available", "values": {"ess_kish": 8.0, "ess_per_s": 0.5371584077743754, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 4, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 0.00010624999958963599, "posterior": {"background.level": {"lower_1": -0.11358723617659094, "lower_2": -0.45512505805689063, "mean": -0.060681825234005074, "median": -0.00836243764547, "sigma": 0.06123384215229487, "upper_1": 0.008880448127998798, "upper_2": 0.01537493777409}, "g0.centre": {"lower_1": 47.516151238581635, "lower_2": 41.39944118816439, "mean": 48.96581015114027, 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43.752968298441964}, "g1.sigma": {"lower_1": 15.003241575629783, "lower_2": 14.9842795696731, "mean": 15.880763106598955, "median": 15.27962950968788, "sigma": 0.7950161785333911, "upper_1": 16.593273932696565, "upper_2": 20.546735070056208}, "g2.centre": {"lower_1": 48.72585100735417, "lower_2": 45.188362450191455, "mean": 49.650519606973255, "median": 50.20500378059551, "sigma": 0.9520464380539977, "upper_1": 50.62994388346217, "upper_2": 50.85496773996208}, "g2.normalization": {"lower_1": 1.0007941232262156, "lower_2": 0.9980691349902538, "mean": 6.290385372448298, "median": 1.05477698422755, "sigma": 4.657947526571008, "upper_1": 10.316689176368232, "upper_2": 43.02493141593942}, "g2.sigma": {"lower_1": 14.934957969629, "lower_2": 13.861305767130835, "mean": 15.18240208225778, "median": 15.34512814880577, "sigma": 0.25782137775695535, "upper_1": 15.45060072514291, "upper_2": 15.48564919031292}}, "posterior_relabelled": {"background.level": {"lower_1": -0.11358723617659094, 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1.2591424263973465, "upper_1": 50.192822320361124, "upper_2": 50.56647561624425}, "g1.normalization": {"lower_1": 0.9858772084578291, "lower_2": 0.9426512871155959, "mean": 6.362073903356245, "median": 1.0352777261892547, "sigma": 4.738213239046052, "upper_1": 10.462303686549934, "upper_2": 43.752968298441964}, "g1.sigma": {"lower_1": 15.176994141436765, "lower_2": 14.96147018443886, "mean": 15.968319743107124, "median": 15.384733246919229, "sigma": 0.7110469712098393, "upper_1": 16.599088083856444, "upper_2": 20.546735070056208}, "g2.centre": {"lower_1": 49.19304795198373, "lower_2": 45.188362450191455, "mean": 49.949582199459, "median": 50.54697994051271, "sigma": 0.8329119179757178, "upper_1": 50.858871787935165, "upper_2": 50.86646829820687}, "g2.normalization": {"lower_1": 0.9529273425847123, "lower_2": 0.935985716789361, "mean": 6.261226748168432, "median": 1.027395661625898, "sigma": 4.68188091689176, "upper_1": 10.316689176368232, "upper_2": 43.02493141593942}, "g2.sigma": {"lower_1": 14.869346668719965, "lower_2": 13.861305767130835, "mean": 15.176320480151468, "median": 15.35360908972976, "sigma": 0.28577722770501435, "upper_1": 15.440901124129994, "upper_2": 15.53359761744904}}, "ppc_chi2": 188474.66849135718, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.4631823947112399, "g0.centre": 22.4013368590746, "g0.normalization": -6.058690571685255, "g0.sigma": 16.00493645455554, "g1.centre": 3.851825512550319, "g1.normalization": -10.33400562691198, "g1.sigma": 13.198471587539709, "g2.centre": -11.34936342664132, "g2.normalization": -8.32413404573466, "g2.sigma": 18.733504879737566}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_1/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:56:29Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 2.0835970000007364, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 12.526072978973389, "setup_s": null, "total_s": 13.512804099998903}
diagnostics
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21.79203900169181}, "g2.sigma": {"lower_1": 14.42877998044041, "lower_2": 13.502980687845518, "mean": 14.863713305080058, "median": 15.08982946634202, "sigma": 0.3675488987691846, "upper_1": 15.16387777797878, "upper_2": 15.18092123067266}}, "ppc_chi2": 188023.77399739178, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.28656726622696593, "g0.centre": 42.75485886588326, "g0.normalization": -7.3634507647722796, "g0.sigma": 33.51334230375181, "g1.centre": 8.931542260632412, "g1.normalization": -12.48210040020619, "g1.sigma": 23.090151445029, "g2.centre": -23.913318244966593, "g2.normalization": -9.735205933396832, "g2.sigma": 13.848033508973614}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_2/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:56:32Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.2568663000020024, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 14.959155321121216, "setup_s": null, "total_s": 49.19529500000135}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.13369738845990511, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -28840.5683771979, "max_log_posterior": -28851.709556204984, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 8.179999895219225e-05, "posterior": {"background.level": {"lower_1": -0.6499425408584436, "lower_2": -0.6499425408584436, "mean": -0.3160057906925218, "median": -0.3160057906925218, "sigma": 0.3339367501659218, "upper_1": 0.0179309594734, "upper_2": 0.0179309594734}, "g0.centre": {"lower_1": 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21.303660073918866, "sigma": 20.33059967206838, "upper_1": 41.63425974598725, "upper_2": 41.63425974598725}, "g1.sigma": {"lower_1": 15.12945808929196, "lower_2": 15.12945808929196, "mean": 15.983092179251337, "median": 15.983092179251337, "sigma": 0.8536340899593773, "upper_1": 16.836726269210715, "upper_2": 16.836726269210715}, "g2.centre": {"lower_1": 45.236376565889955, "lower_2": 45.236376565889955, "mean": 48.07720008604964, "median": 48.07720008604964, "sigma": 2.8408235201596916, "upper_1": 50.91802360620934, "upper_2": 50.91802360620934}, "g2.normalization": {"lower_1": 0.9244242166311681, "lower_2": 0.9244242166311681, "mean": 20.441584567468116, "median": 20.441584567468116, "sigma": 19.51716035083695, "upper_1": 39.958744918305065, "upper_2": 39.958744918305065}, "g2.sigma": {"lower_1": 15.28066555646191, "lower_2": 15.28066555646191, "mean": 16.257429874022897, "median": 16.257429874022897, "sigma": 0.9767643175609857, "upper_1": 17.23419419158388, "upper_2": 17.23419419158388}}, "posterior_relabelled": {"background.level": {"lower_1": -0.6499425408584436, "lower_2": -0.6499425408584436, "mean": -0.3160057906925218, "median": -0.3160057906925218, "sigma": 0.3339367501659218, "upper_1": 0.0179309594734, "upper_2": 0.0179309594734}, "g0.centre": {"lower_1": 43.30861881996548, "lower_2": 43.30861881996548, "mean": 46.336838857414826, "median": 46.336838857414826, "sigma": 3.028220037449344, "upper_1": 49.36505889486417, "upper_2": 49.36505889486417}, "g0.normalization": {"lower_1": 0.9524611250689559, "lower_2": 0.9524611250689559, "mean": 21.199576788986366, "median": 21.199576788986366, "sigma": 20.24711566391741, "upper_1": 41.446692452903775, "upper_2": 41.446692452903775}, "g0.sigma": {"lower_1": 15.36888838564941, "lower_2": 15.36888838564941, "mean": 16.211874418214933, "median": 16.211874418214933, "sigma": 0.8429860325655216, "upper_1": 17.054860450780453, "upper_2": 17.054860450780453}, "g1.centre": {"lower_1": 43.69321174156174, 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19.51716035083695, "upper_1": 39.958744918305065, "upper_2": 39.958744918305065}, "g2.sigma": {"lower_1": 15.28066555646191, "lower_2": 15.28066555646191, "mean": 16.257429874022897, "median": 16.257429874022897, "sigma": 0.9767643175609857, "upper_1": 17.23419419158388, "upper_2": 17.23419419158388}}, "ppc_chi2": 58141.124212728515, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.0061959054388954, "g0.centre": 7.046000156377919, "g0.normalization": -0.4346507106045212, "g0.sigma": 15.67270857146501, "g1.centre": 0.5739462711607608, "g1.normalization": -1.4114851695941955, "g1.sigma": 11.694814319946397, "g2.centre": -4.196951985697492, "g2.normalization": -1.0021137850462538, "g2.sigma": 6.406284260719019}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_3/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:57:32Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.0962330000002112, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.586597442626953, "setup_s": null, "total_s": 14.05181679999805}
diagnostics
{"status": "available", "values": {"ess_kish": 5.999999999999999, "ess_per_s": 0.441611671011569, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 5, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 0.00010774999827845022, "posterior": {"background.level": {"lower_1": -0.4269718250919242, "lower_2": -0.7737731491447253, "mean": -0.1301056921769292, "median": -0.00378312536927, "sigma": 0.2189228206058483, "upper_1": 0.01087381611977241, "upper_2": 0.01768847535028}, "g0.centre": {"lower_1": 45.126382102806396, "lower_2": 41.707947254988916, "mean": 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{"lower_1": 15.088132994382862, "lower_2": 15.00683125993927, "mean": 15.851279086122165, "median": 15.23098325946705, "sigma": 1.1455612686157606, "upper_1": 17.379255531614383, "upper_2": 19.122704327682662}}, "ppc_chi2": 186851.53711219874, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.10863703155044521, "g0.centre": 11.366553071653094, "g0.normalization": -2.413088248820356, "g0.sigma": 11.144553779135265, "g1.centre": 2.195117630058286, "g1.normalization": -4.148679879936979, "g1.sigma": 7.335442123091619, "g2.centre": -4.1833237679994, "g2.normalization": -3.3628679829660153, "g2.sigma": 4.5663059696387185}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_4/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:56:58Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.2993862000002991, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 17.40198016166687, "setup_s": null, "total_s": 18.110931600000185}
diagnostics
{"status": "available", "values": {"ess_kish": 7.0, "ess_per_s": 0.40225307321172676, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 5, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 9.965000026568305e-05, "posterior": {"background.level": {"lower_1": -0.21220165454668444, "lower_2": -0.5359144608948085, "mean": -0.07473679935010122, "median": 0.00321049410561, "sigma": 0.11176257897223492, "upper_1": 0.011323503397785404, "upper_2": 0.0138493524014}, "g0.centre": {"lower_1": 47.24248637438276, "lower_2": 44.162346825000014, "mean": 49.20679820175267, "median": 50.14562138513663, "sigma": 1.6639343429013458, "upper_1": 50.57035506018545, "upper_2": 50.62965314213671}, "g0.normalization": {"lower_1": 0.933421912331369, "lower_2": 0.9122162478063885, "mean": 6.621190748672733, "median": 0.9951254966836671, "sigma": 7.538097559145424, "upper_1": 16.009617030622216, "upper_2": 40.40137155744679}, "g0.sigma": {"lower_1": 15.104221222832372, "lower_2": 14.98032636091866, "mean": 15.491331496768208, "median": 15.33526682613538, "sigma": 0.44018951588394195, "upper_1": 15.984600254600256, "upper_2": 16.98022897978079}, "g1.centre": {"lower_1": 47.30684712408326, "lower_2": 44.26094938987693, "mean": 49.193704560901296, "median": 49.54747224564016, "sigma": 1.810112114855741, "upper_1": 50.927071353794744, "upper_2": 50.97999533356575}, "g1.normalization": {"lower_1": 0.9804227112819277, "lower_2": 0.9642008169878873, "mean": 6.591615882785856, "median": 1.024152819834181, "sigma": 7.448618806430879, "upper_1": 15.877660324143687, "upper_2": 40.01264192453873}, "g1.sigma": {"lower_1": 15.149095187056865, "lower_2": 15.12518309633055, "mean": 15.399039466927315, "median": 15.41653958069283, "sigma": 0.24109647121834232, "upper_1": 15.63128812949355, "upper_2": 15.869952031763077}, "g2.centre": {"lower_1": 47.47762977331131, "lower_2": 44.36187171402168, "mean": 49.213792334023694, "median": 49.76022671785412, "sigma": 1.5980846586411666, "upper_1": 50.67379909059364, "upper_2": 50.73456967679852}, "g2.normalization": {"lower_1": 0.9728145957536876, "lower_2": 0.919235009601923, "mean": 6.574283881870495, "median": 1.0217652002770619, "sigma": 7.44116645647543, "upper_1": 15.855147508704547, "upper_2": 39.94115035651956}, "g2.sigma": {"lower_1": 15.045859706001298, "lower_2": 15.0344822813631, "mean": 15.364186770730276, "median": 15.36084428925214, "sigma": 0.3386074041188918, "upper_1": 15.723074514239082, "upper_2": 16.052236793802983}}, "posterior_relabelled": {"background.level": {"lower_1": -0.21220165454668444, 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1.6278295501779176, "upper_1": 50.6695214253082, "upper_2": 50.73456967679852}, "g1.normalization": {"lower_1": 0.933421912331369, "lower_2": 0.9122162478063885, "mean": 6.55567966267328, "median": 0.9903651626234363, "sigma": 7.463751875256265, "upper_1": 15.860925662843899, "upper_2": 40.01264192453873}, "g1.sigma": {"lower_1": 15.131773732863381, "lower_2": 15.05283296626342, "mean": 15.3492449411161, "median": 15.26203156706381, "sigma": 0.24975719831508414, "upper_1": 15.63128812949355, "upper_2": 15.869952031763077}, "g2.centre": {"lower_1": 47.47762977331131, "lower_2": 44.36187171402168, "mean": 49.46604929834887, "median": 50.24177670617311, "sigma": 1.7247207902417188, "upper_1": 50.927071353794744, "upper_2": 50.97999533356575}, "g2.normalization": {"lower_1": 0.9773886166609347, "lower_2": 0.919235009601923, "mean": 6.574244560500728, "median": 1.0238221428982555, "sigma": 7.428672178804467, "upper_1": 15.834732974269869, "upper_2": 39.94115035651956}, "g2.sigma": {"lower_1": 15.351124853267772, "lower_2": 15.33526682613538, "mean": 15.502713625331271, "median": 15.41653958069283, "sigma": 0.18597483048565522, "upper_1": 15.723074514239082, "upper_2": 16.052236793802983}}, "ppc_chi2": 186543.94563113435, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.15022475365892374, "g0.centre": 17.09597277372876, "g0.normalization": -3.8522298801983568, "g0.sigma": 25.154519258695878, "g1.centre": 3.1610320531251106, "g1.normalization": -6.566353712782533, "g1.sigma": 37.084142637519435, "g2.centre": -5.657856824732354, "g2.normalization": -5.246722014239478, "g2.sigma": 29.125121751949237}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_5/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:57:29Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.7437532999974792, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 14.237517833709717, "setup_s": null, "total_s": 14.935181099997862}
diagnostics
{"status": "available", "values": {"ess_kish": 25.0, "ess_per_s": 1.7559240516495296, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 6, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 9.649999992689118e-05, "posterior": {"background.level": {"lower_1": -0.015372165146655, "lower_2": -0.21284918324492433, "mean": -0.012350278064464027, "median": -0.0030168630472799957, "sigma": 0.010745200647899997, "upper_1": 0.006118236149144993, "upper_2": 0.01584863811963872}, "g0.centre": {"lower_1": 49.14549271306353, "lower_2": 35.710437979740796, "mean": 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"upper_2": 45.74585286857852}, "g2.sigma": {"lower_1": 14.994872328836099, "lower_2": 14.956512083760439, "mean": 15.76233338949293, "median": 15.11101213627534, "sigma": 0.2377362791994706, "upper_1": 15.47034488723504, "upper_2": 28.03201407666738}}, "ppc_chi2": 187957.19392619678, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -2.1420598648177247, "g0.centre": 75.34523853655368, "g0.normalization": -559.4645946255511, "g0.sigma": 72.8590856702689, "g1.centre": 8.41433397954027, "g1.normalization": -709.6572446238375, "g1.sigma": 38.86319229913865, "g2.centre": -23.652452605114643, "g2.normalization": -518.2411206741347, "g2.sigma": 21.498662944863323}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_6/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:57:59Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.371738699999696, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 14.598653554916382, "setup_s": null, "total_s": 15.270657600001869}
diagnostics
{"status": "available", "values": {"ess_kish": 31.0, "ess_per_s": 2.1234835036934037, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 6, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 0.00012474999857658986, "posterior": {"background.level": {"lower_1": -0.0151399215346356, "lower_2": -0.49015136563878575, "mean": -0.02132449787865461, "median": -0.0032723709149199798, "sigma": 0.016583366712455423, "upper_1": 0.018026811890275243, "upper_2": 0.019767591867653752}, "g0.centre": {"lower_1": 49.34339065504557, "lower_2": 45.10824717743824, "mean": 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1.0760446864136732, "upper_2": 30.38610385822897}, "g1.sigma": {"lower_1": 15.076358480267947, "lower_2": 14.987829614479216, "mean": 15.276620239692633, "median": 15.21130695152809, "sigma": 0.14358783785917417, "upper_1": 15.363534155986295, "upper_2": 16.758519517050406}, "g2.centre": {"lower_1": 49.35428895994768, "lower_2": 46.10917153770599, "mean": 49.65107283337756, "median": 49.5901503907274, "sigma": 0.5364102126040287, "upper_1": 50.42710938515574, "upper_2": 50.9195328389025}, "g2.normalization": {"lower_1": 0.9463606831190361, "lower_2": 0.9166516257570914, "mean": 2.3015140513712753, "median": 1.0035270734539885, "sigma": 0.05584625498816975, "upper_1": 1.0580531930953756, "upper_2": 30.251287110706766}, "g2.sigma": {"lower_1": 14.997473769785081, "lower_2": 14.959153692824323, "mean": 15.272069633430284, "median": 15.19037750081264, "sigma": 0.22108178106017373, "upper_1": 15.439637331905429, "upper_2": 16.72884023782951}}, "posterior_relabelled": {"background.level": 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1.0694230204269313, "upper_2": 30.25851009006014}, "g2.sigma": {"lower_1": 15.09156481766506, "lower_2": 14.978389539789564, "mean": 15.32944362226478, "median": 15.31178869435561, "sigma": 0.17917959422634855, "upper_1": 15.449924006117756, "upper_2": 16.741365941975033}}, "ppc_chi2": 187865.84099280517, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.4033562254545444, "g0.centre": 103.55440018267494, "g0.normalization": -450.3065341168381, "g0.sigma": 61.289239321664816, "g1.centre": 10.48636761116194, "g1.normalization": -881.5567526158752, "g1.sigma": 44.808372224464236, "g2.centre": -18.896496420343077, "g2.normalization": -647.7247286820658, "g2.sigma": 29.645053708769396}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_7/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:58:02Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.330034099999466, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.697665452957153, "setup_s": null, "total_s": 40.309002100002544}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.18695667842623928, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -30751.48790640032, "max_log_posterior": -30762.902350530545, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 9.969999882741831e-05, "posterior": {"background.level": {"lower_1": -0.7847160907154503, "lower_2": -0.7847160907154503, "mean": -0.3953878627221002, "median": -0.3953878627221002, "sigma": 0.38932822799335015, "upper_1": -0.00605963472875, "upper_2": -0.00605963472875}, "g0.centre": 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19.12104681691558}}, "posterior_relabelled": {"background.level": {"lower_1": -0.7847160907154503, "lower_2": -0.7847160907154503, "mean": -0.3953878627221002, "median": -0.3953878627221002, "sigma": 0.38932822799335015, "upper_1": -0.00605963472875, "upper_2": -0.00605963472875}, "g0.centre": {"lower_1": 41.84136721601649, "lower_2": 41.84136721601649, "mean": 45.636561522698635, "median": 45.636561522698635, "sigma": 3.7951943066821485, "upper_1": 49.43175582938078, "upper_2": 49.43175582938078}, "g0.normalization": {"lower_1": 0.957143542086915, "lower_2": 0.957143542086915, "mean": 23.50816319484855, "median": 23.508163194848546, "sigma": 22.55101965276163, "upper_1": 46.05918284761018, "upper_2": 46.05918284761018}, "g0.sigma": {"lower_1": 15.14195298035136, "lower_2": 15.14195298035136, "mean": 17.11721479174456, "median": 17.11721479174456, "sigma": 1.9752618113931968, "upper_1": 19.092476603137754, "upper_2": 19.092476603137754}, "g1.centre": {"lower_1": 42.32782229447647, 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21.108053868708765, "upper_1": 43.28638519965793, "upper_2": 43.28638519965793}, "g2.sigma": {"lower_1": 15.47561064918734, "lower_2": 15.47561064918734, "mean": 17.29832873305146, "median": 17.29832873305146, "sigma": 1.8227180838641202, "upper_1": 19.12104681691558, "upper_2": 19.12104681691558}}, "ppc_chi2": 188298.59004336232, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.0669348710291697, "g0.centre": 5.437550716801011, "g0.normalization": -0.28787331593480536, "g0.sigma": 7.147009429492979, "g1.centre": 0.2896287423104657, "g1.normalization": -1.2047023279733478, "g1.sigma": 5.906849185227153, "g2.centre": -3.5871456622078997, "g2.normalization": -0.8443065751063973, "g2.sigma": 4.004090812320889}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_8/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:58:50Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.1488184000008914, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.592441320419312, "setup_s": null, "total_s": 12.118992199997592}
diagnostics
{"status": "available", "values": {"ess_kish": 3.0, "ess_per_s": 0.2587893194434981, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 2, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 2, "per_call_basis": "jit_single", "per_call_s": 7.555000047432259e-05, "posterior": {"background.level": {"lower_1": -0.6702231215989358, "lower_2": -0.6702231215989358, "mean": -0.2159914051869086, "median": 0.01052241982604, "sigma": 0.3409748039055529, "upper_1": 0.01172648621217, "upper_2": 0.01172648621217}, "g0.centre": {"lower_1": 43.075964202752274, "lower_2": 43.075964202752274, "mean": 47.65005863175871, "median": 49.14548040245898, "sigma": 3.826383543656309, "upper_1": 50.72873129006489, "upper_2": 50.72873129006489}, "g0.normalization": {"lower_1": 1.0404852428110107, "lower_2": 1.0404852428110107, "mean": 14.812537290007139, "median": 1.0958812457434126, "sigma": 20.630380069327995, "upper_1": 42.301245381467, "upper_2": 42.301245381467}, "g0.sigma": {"lower_1": 15.24286669016298, "lower_2": 15.24286669016298, "mean": 15.947945527723371, "median": 15.53245234587358, "sigma": 0.9128254284852879, "upper_1": 17.068517547133556, "upper_2": 17.068517547133556}, "g1.centre": {"lower_1": 44.580465031514834, "lower_2": 44.580465031514834, "mean": 48.08782046198354, "median": 49.48961082394292, "sigma": 2.8064602494890316, "upper_1": 50.1933855304929, "upper_2": 50.1933855304929}, "g1.normalization": {"lower_1": 0.9617769412272633, "lower_2": 0.9617769412272633, "mean": 14.367436076944825, "median": 0.9754406856394732, "sigma": 20.10165683137024, "upper_1": 41.16509060396774, "upper_2": 41.16509060396774}, "g1.sigma": {"lower_1": 15.07729267803545, "lower_2": 15.07729267803545, "mean": 15.93427795449167, "median": 15.2320329302549, "sigma": 1.2081077885746074, "upper_1": 17.493508255184665, "upper_2": 17.493508255184665}, "g2.centre": {"lower_1": 45.09334736271613, "lower_2": 45.09334736271613, "mean": 48.498050375946484, "median": 49.6056854239319, "sigma": 2.850885489237651, "upper_1": 50.79511834119143, "upper_2": 50.79511834119143}, "g2.normalization": {"lower_1": 0.9907255317556803, "lower_2": 0.9907255317556803, "mean": 14.39008148892475, "median": 1.0396348552670267, "sigma": 20.074579273997934, "upper_1": 41.139884079751546, "upper_2": 41.139884079751546}, "g2.sigma": {"lower_1": 14.993357756055, "lower_2": 14.993357756055, "mean": 15.833792587830013, "median": 15.36826215385209, "sigma": 1.073200048763975, "upper_1": 17.13975785358295, "upper_2": 17.13975785358295}}, "posterior_relabelled": {"background.level": {"lower_1": -0.6702231215989358, "lower_2": -0.6702231215989358, "mean": -0.2159914051869086, "median": 0.01052241982604, "sigma": 0.3409748039055529, "upper_1": 0.01172648621217, "upper_2": 0.01172648621217}, "g0.centre": {"lower_1": 43.075964202752274, "lower_2": 43.075964202752274, "mean": 47.23701847638472, "median": 49.14548040245898, "sigma": 3.206823310595322, "upper_1": 49.48961082394292, "upper_2": 49.48961082394292}, "g0.normalization": {"lower_1": 0.9617769412272633, "lower_2": 0.9617769412272633, "mean": 14.786301189479223, "median": 1.0958812457434126, "sigma": 20.669734220119867, "upper_1": 42.301245381467, "upper_2": 42.301245381467}, "g0.sigma": {"lower_1": 15.07729267803545, "lower_2": 15.07729267803545, "mean": 15.796225638443994, "median": 15.24286669016298, "sigma": 0.9956124345490531, "upper_1": 17.068517547133556, "upper_2": 17.068517547133556}, "g1.centre": {"lower_1": 44.580465031514834, "lower_2": 44.580465031514834, "mean": 48.12651199531321, "median": 49.6056854239319, "sigma": 2.8064602494890316, "upper_1": 50.1933855304929, "upper_2": 50.1933855304929}, "g1.normalization": {"lower_1": 0.9754406856394732, "lower_2": 0.9754406856394732, "mean": 14.377085607120964, "median": 0.9907255317556803, "sigma": 20.094824959164132, "upper_1": 41.16509060396774, "upper_2": 41.16509060396774}, "g1.sigma": {"lower_1": 15.2320329302549, "lower_2": 15.2320329302549, "mean": 16.031267779763883, "median": 15.36826215385209, "sigma": 1.1307376624648828, "upper_1": 17.493508255184665, "upper_2": 17.493508255184665}, "g2.centre": {"lower_1": 45.09334736271613, "lower_2": 45.09334736271613, "mean": 48.872398997990814, "median": 50.72873129006489, "sigma": 2.850885489237651, "upper_1": 50.79511834119143, "upper_2": 50.79511834119143}, "g2.normalization": {"lower_1": 1.0396348552670267, "lower_2": 1.0396348552670267, "mean": 14.406668059276527, "median": 1.0404852428110107, "sigma": 20.05012461224226, "upper_1": 41.139884079751546, "upper_2": 41.139884079751546}, "g2.sigma": {"lower_1": 14.993357756055, "lower_2": 14.993357756055, "mean": 15.888522651837176, "median": 15.53245234587358, "sigma": 1.073200048763975, "upper_1": 17.13975785358295, "upper_2": 17.13975785358295}}, "ppc_chi2": 185629.04449680407, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.027795544026722893, "g0.centre": 7.529407785793024, "g0.normalization": -1.398378829957155, "g0.sigma": 12.29681979183817, "g1.centre": 1.6411012501497049, "g1.normalization": -2.4389002923806964, "g1.sigma": 8.285088986450063, "g2.centre": -3.252066329894687, "g2.normalization": -1.9431058664543652, "g2.sigma": 5.1550988580790795}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_9/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:58:24Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 7.007425785064697, "setup_s": null, "total_s": 7.736843099999533}
diagnostics
{"status": "available", "values": {"ess_kish": 1170.9999999999998, "ess_per_s": 167.10844123327212, "evals_to_target_basis": "observed", "label_permutations_found": 4, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.001049500000590342, "posterior": {"background.level": {"lower_1": -4.4811523331897565e+49, "lower_2": -3.388451152420142e+58, "mean": -6.790405962240987e+57, "median": -6.682541608488335e+27, "sigma": 2.2405761665948783e+49, "upper_1": -1415082.3847979207, "upper_2": 0.006713937301389838}, "g0.centre": {"lower_1": -3.3688904640416343e+49, "lower_2": -2.547407435964912e+58, "mean": -5.104966801448037e+57, "median": -5.023875339755043e+27, "sigma": 1.6844452320208172e+49, "upper_1": -1063796.8846512286, "upper_2": 49.84562561302597}, "g0.normalization": {"lower_1": 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-9.780853655144843e+49, "lower_2": -7.395853203641781e+58, "mean": -1.4821180365548103e+58, "median": -1.4585748632766439e+28, "sigma": 4.890426827572422e+49, "upper_1": -3088636.2642924576, "upper_2": 15.412150523598948}, "g2.centre": {"lower_1": -4.0019939276855277e+49, "lower_2": -3.026132549837199e+58, "mean": -6.064324844780338e+57, "median": -5.967994156458354e+27, "sigma": 2.0009969638427639e+49, "upper_1": -1263721.4331540635, "upper_2": 50.18534777546884}, "g2.normalization": {"lower_1": 48297491.37863194, "lower_2": 1.0729256942912848, "mean": 2.3175996841173536e+59, "median": 2.280785038045417e+29, "sigma": 7.647199070114045e+50, "upper_1": 1.529439814022809e+51, "upper_2": 1.1564954089879351e+60}, "g2.sigma": {"lower_1": -1.1040501246451175e+50, "lower_2": -8.348343548768474e+58, "mean": -1.6729956920850002e+58, "median": -1.6464204622443731e+28, "sigma": 5.520250623225588e+49, "upper_1": -3486415.0423688423, "upper_2": 15.067787841688444}}, "posterior_relabelled": {"background.level": {"lower_1": -4.4811523331897565e+49, "lower_2": -3.388451152420142e+58, "mean": -6.790405962240987e+57, "median": -6.682541608488335e+27, "sigma": 2.2405761665948783e+49, "upper_1": -1415082.3847979207, "upper_2": 0.006713937301389838}, "g0.centre": {"lower_1": -4.0019939276855277e+49, "lower_2": -3.026132549837199e+58, "mean": -6.064324844780338e+57, "median": -5.967994156458354e+27, "sigma": 2.0009969638427639e+49, "upper_1": -1263721.4331540635, "upper_2": 49.845542487194614}, "g0.normalization": {"lower_1": 48297491.37863194, "lower_2": 0.9646365031669378, "mean": 2.3175996841173536e+59, "median": 2.280785038045417e+29, "sigma": 7.647199070114045e+50, "upper_1": 1.529439814022809e+51, "upper_2": 1.1564954089879351e+60}, "g0.sigma": {"lower_1": -1.1040501246451175e+50, "lower_2": -8.348343548768474e+58, "mean": -1.6729956920850002e+58, "median": -1.6464204622443731e+28, "sigma": 5.520250623225588e+49, "upper_1": -3486415.0423688423, "upper_2": 14.966038795297914}, "g1.centre": {"lower_1": -3.5083627472892255e+49, "lower_2": -2.6528702686833364e+58, "mean": -5.316312757423977e+57, "median": -5.231864103968614e+27, "sigma": 1.7541813736446127e+49, "upper_1": -1107839.8823266048, "upper_2": 50.171369177507216}, "g1.normalization": {"lower_1": 47205756.61687151, "lower_2": 0.9705998141159013, "mean": 2.2652117883901832e+59, "median": 2.2292293144370407e+29, "sigma": 7.474338903522063e+50, "upper_1": 1.4948677807044126e+51, "upper_2": 1.1303535513969916e+60}, "g1.sigma": {"lower_1": -9.780853655144843e+49, "lower_2": -7.395853203641781e+58, "mean": -1.4821180365548103e+58, "median": -1.4585748632766439e+28, "sigma": 4.890426827572422e+49, "upper_1": -3088636.2642924576, "upper_2": 15.412150523598948}, "g2.centre": {"lower_1": -3.3688904640416343e+49, "lower_2": -2.547407435964912e+58, "mean": -5.104966801448037e+57, "median": -5.023875339755043e+27, "sigma": 1.6844452320208172e+49, "upper_1": -1063796.8846512286, "upper_2": 50.18542457091306}, "g2.normalization": {"lower_1": 49002113.87994297, "lower_2": 1.0729256942912848, "mean": 2.3514116513200383e+59, "median": 2.314059908348196e+29, "sigma": 7.758765725012677e+50, "upper_1": 1.5517531450025355e+51, "upper_2": 1.173367772712669e+60}, "g2.sigma": {"lower_1": -9.969048813811335e+49, "lower_2": -7.538158141043776e+58, "mean": -1.5106357354067082e+58, "median": -1.4866395637107332e+28, "sigma": 4.984524406905668e+49, "upper_1": -3148066.0112869046, "upper_2": 15.067787841688444}}, "ppc_chi2": 2.9265994065254503e+66, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -2.982510350739e-22, "g0.centre": -2.982510350738999e-22, "g0.normalization": 2.9825103506968115e-22, "g0.sigma": -2.982510350739e-22, "g1.centre": -2.9825103507389996e-22, "g1.normalization": 2.982510350696811e-22, "g1.sigma": -2.982510350739e-22, "g2.centre": -2.9825103507389996e-22, "g2.normalization": 2.9825103506968115e-22, "g2.sigma": -2.9825103507390005e-22}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_0/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:38:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 7.557875633239746, "setup_s": null, "total_s": 8.733155400001124}
diagnostics
{"status": "available", "values": {"ess_kish": 1170.9999999999998, "ess_per_s": 154.93771753135357, "evals_to_target_basis": "observed", "label_permutations_found": 2, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 2, "per_call_basis": "numpy_single", "per_call_s": 0.0010189000004174886, "posterior": {"background.level": {"lower_1": -4.4609813876411696e+49, "lower_2": -3.373198766737269e+58, "mean": -6.759840407059407e+57, "median": -6.652461581546906e+27, "sigma": 2.2304906938205848e+49, "upper_1": -1408713.7389725512, "upper_2": -0.00708091504848}, "g0.centre": {"lower_1": -1.104688743980328e+51, "lower_2": -8.35317250851243e+59, "mean": -1.6739634084710948e+59, "median": -1.6473728066330963e+29, "sigma": 5.52344371990164e+50, "upper_1": -34884418.44295723, "upper_2": 50.21774784225492}, "g0.normalization": {"lower_1": 49427388.68707148, "lower_2": 1.0236497424264044, "mean": 2.3718171504278934e+59, "median": 2.3341412698438804e+29, "sigma": 7.826096125026185e+50, "upper_1": 1.565219225005237e+51, "upper_2": 1.1835502326940306e+60}, "g0.sigma": {"lower_1": 30747040.48262346, "lower_2": 15.303744500467593, "mean": 1.4754245208044855e+59, "median": 1.451987672796819e+29, "sigma": 4.8683407668898365e+50, "upper_1": 9.736681533779673e+50, "upper_2": 7.3624521797795104e+59}, "g1.centre": {"lower_1": -1.1145975652042724e+51, "lower_2": -8.428098675263605e+59, "mean": -1.6889785014014346e+59, "median": -1.6621493875651145e+29, "sigma": 5.572987826021362e+50, "upper_1": -35197324.4699969, "upper_2": 50.415001517366335}, "g1.normalization": {"lower_1": 49816259.1120433, "lower_2": 0.9994820819755366, "mean": 2.390477435407759e+59, "median": 2.35250513961803e+29, "sigma": 7.88766798099597e+50, "upper_1": 1.577533596199194e+51, "upper_2": 1.1928618209107161e+60}, "g1.sigma": {"lower_1": 31372671.94453529, "lower_2": 15.030708787070973, "mean": 1.5054460356054935e+59, "median": 1.4815323013393776e+29, "sigma": 4.967400367925776e+50, "upper_1": 9.934800735851551e+50, "upper_2": 7.512261244201488e+59}, "g2.centre": {"lower_1": -1.028211355250513e+51, "lower_2": -7.774883986481395e+59, "mean": -1.5580752444912065e+59, "median": -1.5333255048910155e+29, "sigma": 5.141056776252565e+50, "upper_1": -32469372.83955408, "upper_2": 50.96719709003675}, "g2.normalization": {"lower_1": 47540809.69025583, "lower_2": 1.03506616978829, "mean": 2.2812879564807968e+59, "median": 2.2450501155449503e+29, "sigma": 7.527384154829281e+50, "upper_1": 1.5054768309658563e+51, "upper_2": 1.1383756506052048e+60}, "g2.sigma": {"lower_1": 30814443.148647178, "lower_2": 15.38681786246302, "mean": 1.4786588944551449e+59, "median": 1.4551706690150298e+29, "sigma": 4.879012971992048e+50, "upper_1": 9.758025943984097e+50, "upper_2": 7.3785918880456665e+59}}, "posterior_relabelled": {"background.level": {"lower_1": -4.4609813876411696e+49, "lower_2": -3.373198766737269e+58, "mean": -6.759840407059407e+57, "median": -6.652461581546906e+27, "sigma": 2.2304906938205848e+49, "upper_1": -1408713.7389725512, "upper_2": -0.00708091504848}, "g0.centre": {"lower_1": -1.1145975652042724e+51, "lower_2": -8.428098675263605e+59, "mean": -1.6889785014014346e+59, "median": -1.6621493875651145e+29, "sigma": 5.572987826021362e+50, "upper_1": -35197324.4699969, "upper_2": 50.21774784225492}, "g0.normalization": {"lower_1": 49816259.1120433, "lower_2": 1.0236497424264044, "mean": 2.390477435407759e+59, "median": 2.35250513961803e+29, "sigma": 7.88766798099597e+50, "upper_1": 1.577533596199194e+51, "upper_2": 1.1928618209107161e+60}, "g0.sigma": {"lower_1": 31372671.94453529, "lower_2": 15.303744500467593, "mean": 1.5054460356054935e+59, "median": 1.4815323013393776e+29, "sigma": 4.967400367925776e+50, "upper_1": 9.934800735851551e+50, "upper_2": 7.512261244201488e+59}, "g1.centre": {"lower_1": -1.104688743980328e+51, "lower_2": -8.35317250851243e+59, "mean": -1.6739634084710948e+59, "median": -1.6473728066330963e+29, "sigma": 5.52344371990164e+50, "upper_1": -34884418.44295723, "upper_2": 50.415001517366335}, "g1.normalization": {"lower_1": 49427388.68707148, "lower_2": 0.9994820819755366, "mean": 2.3718171504278934e+59, "median": 2.3341412698438804e+29, "sigma": 7.826096125026185e+50, "upper_1": 1.565219225005237e+51, "upper_2": 1.1835502326940306e+60}, "g1.sigma": {"lower_1": 30747040.48262346, "lower_2": 15.030708787070973, "mean": 1.4754245208044855e+59, "median": 1.451987672796819e+29, "sigma": 4.8683407668898365e+50, "upper_1": 9.736681533779673e+50, "upper_2": 7.3624521797795104e+59}, "g2.centre": {"lower_1": -1.028211355250513e+51, "lower_2": -7.774883986481395e+59, "mean": -1.5580752444912065e+59, "median": -1.5333255048910155e+29, "sigma": 5.141056776252565e+50, "upper_1": -32469372.83955408, "upper_2": 50.96719709003675}, "g2.normalization": {"lower_1": 47540809.69025583, "lower_2": 1.03506616978829, "mean": 2.2812879564807968e+59, "median": 2.2450501155449503e+29, "sigma": 7.527384154829281e+50, "upper_1": 1.5054768309658563e+51, "upper_2": 1.1383756506052048e+60}, "g2.sigma": {"lower_1": 30814443.148647178, "lower_2": 15.38681786246302, "mean": 1.4786588944551449e+59, "median": 1.4551706690150298e+29, "sigma": 4.879012971992048e+50, "upper_1": 9.758025943984097e+50, "upper_2": 7.3785918880456665e+59}}, "ppc_chi2": 6.752814497979364e+58, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -2.982510350738999e-22, "g0.centre": -2.982510350738999e-22, "g0.normalization": 2.982510350696811e-22, "g0.sigma": 2.9825103506968115e-22, "g1.centre": -2.9825103507389996e-22, "g1.normalization": 2.9825103506968115e-22, "g1.sigma": 2.9825103506968115e-22, "g2.centre": -2.982510350739001e-22, "g2.normalization": 2.9825103506968115e-22, "g2.sigma": 2.9825103506968115e-22}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_1/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:55:00Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 7.592201232910156, "setup_s": null, "total_s": 9.3094577999982}
diagnostics
{"status": "available", "values": {"ess_kish": 1195.9999999999998, "ess_per_s": 157.53007109659586, "evals_to_target_basis": "observed", "label_permutations_found": 3, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 2, "per_call_basis": "numpy_single", "per_call_s": 0.0009647499991842778, "posterior": {"background.level": {"lower_1": 12546.939376541533, "lower_2": -0.6060438840663952, "mean": 9.432457495250233e+56, "median": 2.3702004838173125e+26, "sigma": 2.2385910644920587e+48, "upper_1": 4.4771821289841174e+48, "upper_2": 4.8073377055556095e+57}, "g0.centre": {"lower_1": 210065.02596264248, "lower_2": 43.81754405839438, "mean": 1.5788076911716738e+58, "median": 3.9672489967264056e+27, "sigma": 3.746960738267801e+49, "upper_1": 7.493921476535602e+49, "upper_2": 8.04653691512811e+58}, "g0.normalization": {"lower_1": 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{"background.level": {"lower_1": 12546.939376541533, "lower_2": -0.6060438840663952, "mean": 9.432457495250233e+56, "median": 2.3702004838173125e+26, "sigma": 2.2385910644920587e+48, "upper_1": 4.4771821289841174e+48, "upper_2": 4.8073377055556095e+57}, "g0.centre": {"lower_1": 43728.92808872057, "lower_2": 42.451094893932634, "mean": 3.284075279701359e+57, "median": 8.252268108030457e+26, "sigma": 7.794046864203426e+48, "upper_1": 1.5588093728406853e+49, "upper_2": 1.6737588192622535e+58}, "g0.normalization": {"lower_1": -6.98536051652699e+48, "lower_2": -7.500473742313273e+57, "mean": -1.4716648611319825e+57, "median": -3.698019066217299e+26, "sigma": 3.492680258263495e+48, "upper_1": -19533.008791140895, "upper_2": 43.84241438685781}, "g0.sigma": {"lower_1": -3.08618428407075e+48, "lower_2": -3.3137651423782615e+57, "mean": -6.501924925848799e+56, "median": -1.633812356191469e+26, "sigma": 1.543092142035375e+48, "upper_1": -8629.889006001738, "upper_2": 19.30961147062396}, 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"g2.sigma": 1.0587911840678754e-22}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_2/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:55:16Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 8.895105600357056, "setup_s": null, "total_s": 10.495542200002092}
diagnostics
{"status": "available", "values": {"ess_kish": 1296.0000000000005, "ess_per_s": 145.69810165581148, "evals_to_target_basis": "observed", "label_permutations_found": 3, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 5, "per_call_basis": "numpy_single", "per_call_s": 0.001065400001607486, "posterior": {"background.level": {"lower_1": 0.8345268727885342, "lower_2": -0.7346061927019903, "mean": 3.561989544064158e+56, "median": 3.788669505902444e+23, "sigma": 2.290110193836032e+47, "upper_1": 4.580220387672064e+47, "upper_2": 1.9671896773523957e+57}, "g0.centre": {"lower_1": 66.25450555422698, "lower_2": 32.679051233385735, "mean": 4.0935950745848226e+58, "median": 4.354105658293478e+25, "sigma": 2.6318953758205687e+49, "upper_1": 5.263790751641137e+49, "upper_2": 2.2607809131285943e+59}, "g0.normalization": {"lower_1": -9.41975495548019e+49, "lower_2": -4.045753947012135e+59, "mean": -7.325645016859245e+58, "median": -7.791838674173522e+25, "sigma": 4.709877477740095e+49, "upper_1": -31.69861860955237, "upper_2": 45.30791975020336}, "g0.sigma": {"lower_1": 56.42402687321355, "lower_2": 15.212412537018544, "mean": 3.499540766438994e+58, "median": 3.722246576653924e+25, "sigma": 2.2499599967445463e+49, "upper_1": 4.4999199934890927e+49, "upper_2": 1.9327009206652186e+59}, "g1.centre": {"lower_1": -7.854112628224845e+49, "lower_2": -3.3733156877326315e+59, "mean": -6.108061335856011e+58, "median": -6.496769694875497e+25, "sigma": 3.9270563141124224e+49, "upper_1": -7.045125126791236, "upper_2": 49.51811772984854}, "g1.normalization": {"lower_1": 88.36796939495906, "lower_2": 1.0688442144761947, "mean": 5.699951701968065e+58, "median": 6.062688542797746e+25, "sigma": 3.6646703578349936e+49, "upper_1": 7.329340715669987e+49, "upper_2": 3.147927867504383e+59}, "g1.sigma": {"lower_1": -3.6079248675280253e+49, "lower_2": -1.5495919312458e+59, "mean": -2.8058454760155585e+58, "median": -2.984405501967133e+25, "sigma": 1.8039624337640126e+49, "upper_1": -7.797177774955083, "upper_2": 19.98388066215129}, "g2.centre": {"lower_1": 66.83981195292793, "lower_2": 41.914845927239135, "mean": 1.9132744367618935e+58, "median": 2.0350325079033684e+25, "sigma": 1.230101671279747e+49, "upper_1": 2.460203342559494e+49, "upper_2": 1.0566492897802912e+59}, "g2.normalization": {"lower_1": 76.73148672896006, "lower_2": 0.9973791434799869, "mean": 2.0100131176020102e+58, "median": 2.137927501166599e+25, "sigma": 1.2922978783122435e+49, "upper_1": 2.584595756624487e+49, "upper_2": 1.1100754248082547e+59}, "g2.sigma": {"lower_1": -1.0419688337374414e+49, "lower_2": -4.475222064353572e+58, "mean": -8.103282761246962e+57, "median": -8.618964181521006e+24, "sigma": 5.209844168687207e+48, "upper_1": 0.6643576656330015, "upper_2": 19.99155956294741}}, "posterior_relabelled": {"background.level": {"lower_1": 0.8345268727885342, "lower_2": -0.7346061927019903, "mean": 3.561989544064158e+56, "median": 3.788669505902444e+23, "sigma": 2.290110193836032e+47, "upper_1": 4.580220387672064e+47, "upper_2": 1.9671896773523957e+57}, "g0.centre": {"lower_1": -7.854112628224845e+49, "lower_2": -3.3733156877326315e+59, "mean": -6.108061335856011e+58, "median": -6.496769694875497e+25, "sigma": 3.9270563141124224e+49, "upper_1": -7.28466528705573, "upper_2": 49.0512362192364}, "g0.normalization": {"lower_1": 88.67504463443969, "lower_2": 0.958940934975493, "mean": 5.699951701968065e+58, "median": 6.062688542797746e+25, "sigma": 3.6646703578349936e+49, "upper_1": 7.329340715669987e+49, "upper_2": 3.147927867504383e+59}, "g0.sigma": {"lower_1": -3.6079248675280253e+49, "lower_2": -1.5495919312458e+59, "mean": -2.8058454760155585e+58, "median": -2.984405501967133e+25, "sigma": 1.8039624337640126e+49, "upper_1": -7.797177774955083, "upper_2": 30.25597578487258}, "g1.centre": {"lower_1": 65.65998242435245, "lower_2": 40.40477449604162, "mean": 1.9132744367618935e+58, "median": 2.0350325079033684e+25, "sigma": 1.230101671279747e+49, "upper_1": 2.460203342559494e+49, "upper_2": 1.0566492897802912e+59}, "g1.normalization": {"lower_1": 76.26644626490324, "lower_2": 1.0688442144761947, "mean": 2.0100131176020102e+58, "median": 2.137927501166599e+25, "sigma": 1.2922978783122435e+49, "upper_1": 2.584595756624487e+49, "upper_2": 1.1100754248082547e+59}, "g1.sigma": {"lower_1": -1.0419688337374414e+49, "lower_2": -4.475222064353572e+58, "mean": -8.103282761246962e+57, "median": -8.618964181521006e+24, "sigma": 5.209844168687207e+48, "upper_1": 6.166913927344538, "upper_2": 35.08206649688267}, "g2.centre": {"lower_1": 67.37810790827982, "lower_2": 41.914845927239135, "mean": 4.0935950745848226e+58, "median": 4.354105658293478e+25, "sigma": 2.6318953758205687e+49, "upper_1": 5.263790751641137e+49, "upper_2": 2.2607809131285943e+59}, "g2.normalization": {"lower_1": -9.41975495548019e+49, "lower_2": -4.045753947012135e+59, "mean": -7.325645016859245e+58, "median": -7.791838674173522e+25, "sigma": 4.709877477740095e+49, "upper_1": -31.49037024037273, "upper_2": 63.75946305130338}, "g2.sigma": {"lower_1": 55.73785942397577, "lower_2": 11.152918093489266, "mean": 3.499540766438994e+58, "median": 3.722246576653924e+25, "sigma": 2.2499599967445463e+49, "upper_1": 4.4999199934890927e+49, "upper_2": 1.9327009206652186e+59}}, "ppc_chi2": 2.2966426599928112e+54, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 1.6543612251060553e-24, "g0.centre": -1.6543612251060553e-24, "g0.normalization": 1.6543612251060553e-24, "g0.sigma": -1.6543612251060553e-24, "g1.centre": 1.6543612251060553e-24, "g1.normalization": 1.6543612251060553e-24, "g1.sigma": -1.6543612251060553e-24, "g2.centre": 1.6543612251060553e-24, "g2.normalization": -1.6543612251060553e-24, "g2.sigma": 1.6543612251060553e-24}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_3/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:55:22Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 7.047000169754028, "setup_s": null, "total_s": 7.982328100002633}
diagnostics
{"status": "available", "values": {"ess_kish": 1183.0, "ess_per_s": 167.8728496527469, "evals_to_target_basis": "observed", "label_permutations_found": 2, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 2, "per_call_basis": "numpy_single", "per_call_s": 0.0009971500003302936, "posterior": {"background.level": {"lower_1": -2.7555577321483934e+49, "lower_2": -2.9587575854543193e+58, "mean": -5.869161293270026e+57, "median": -5.835120467977574e+27, "sigma": 1.3777788660741967e+49, "upper_1": -308908.02734146593, "upper_2": -0.0009815109021214905}, "g0.centre": {"lower_1": -6.327813991502206e+50, "lower_2": -6.794438537168299e+59, "mean": -1.3477838085788006e+59, "median": -1.3399667337247779e+29, "sigma": 3.163906995751103e+50, "upper_1": -7093668.246029896, "upper_2": 49.934678985090045}, "g0.normalization": {"lower_1": 10427147.793234259, "lower_2": 1.039387641355555, "mean": 1.9811207381012651e+59, "median": 1.969630342530387e+29, "sigma": 4.6506581566042795e+50, "upper_1": 9.301316313208559e+50, "upper_2": 9.987212343745513e+59}, "g0.sigma": {"lower_1": -5.6701548574843775e+50, "lower_2": -6.0882824190377356e+59, "mean": -1.2077066297009871e+59, "median": -1.2007019950808199e+29, "sigma": 2.8350774287421888e+50, "upper_1": -6356443.375953612, "upper_2": 15.253487301669383}, "g1.centre": {"lower_1": -6.678530817229274e+50, "lower_2": -7.171017861331971e+59, "mean": -1.422484243791638e+59, "median": -1.4142339103615957e+29, "sigma": 3.339265408614637e+50, "upper_1": -7486834.9221506305, "upper_2": 50.45796057635376}, "g1.normalization": {"lower_1": 10642656.41717627, "lower_2": 1.0515932002839838, "mean": 2.0220665944158962e+59, "median": 2.0103387150425448e+29, "sigma": 4.746778083566072e+50, "upper_1": 9.493556167132144e+50, "upper_2": 1.0193628315142917e+60}, "g1.sigma": {"lower_1": -5.942427989083858e+50, "lower_2": -6.380633467987554e+59, "mean": -1.2656990610167045e+59, "median": -1.2583580733600364e+29, "sigma": 2.971213994541929e+50, "upper_1": -6661672.266695482, "upper_2": 15.023495700650944}, "g2.centre": {"lower_1": -6.253888238278836e+50, "lower_2": -6.715061364061664e+59, "mean": -1.332038097126907e+59, "median": -1.3243123465670817e+29, "sigma": 3.126944119139418e+50, "upper_1": -7010794.323330005, "upper_2": 50.17808861522674}, "g2.normalization": {"lower_1": 10166350.877979673, "lower_2": 1.0323176933926597, "mean": 1.9315702315666069e+59, "median": 1.9203672263146885e+29, "sigma": 4.534338912174916e+50, "upper_1": 9.068677824349832e+50, "upper_2": 9.73741866838574e+59}, "g2.sigma": {"lower_1": -5.331477774392779e+50, "lower_2": -5.724630670091963e+59, "mean": -1.1355705824751127e+59, "median": -1.1289843331161783e+29, "sigma": 2.6657388871963895e+50, "upper_1": -5976773.3515121555, "upper_2": 15.176548421153596}}, "posterior_relabelled": {"background.level": {"lower_1": -2.7555577321483934e+49, "lower_2": -2.9587575854543193e+58, "mean": -5.869161293270026e+57, "median": -5.835120467977574e+27, "sigma": 1.3777788660741967e+49, "upper_1": -308908.02734146593, "upper_2": -0.0009815109021214905}, "g0.centre": {"lower_1": -6.678530817229274e+50, "lower_2": -7.171017861331971e+59, "mean": -1.422484243791638e+59, "median": -1.4142339103615957e+29, "sigma": 3.339265408614637e+50, "upper_1": -7486834.9221506305, "upper_2": 49.81192703843067}, "g0.normalization": {"lower_1": 10642656.41717627, "lower_2": 1.0401934086198557, "mean": 2.0220665944158962e+59, "median": 2.0103387150425448e+29, "sigma": 4.746778083566072e+50, "upper_1": 9.493556167132144e+50, "upper_2": 1.0193628315142917e+60}, "g0.sigma": {"lower_1": -5.942427989083858e+50, "lower_2": -6.380633467987554e+59, "mean": -1.2656990610167045e+59, "median": -1.2583580733600364e+29, "sigma": 2.971213994541929e+50, "upper_1": -6661672.266695482, "upper_2": 15.194538319032342}, "g1.centre": {"lower_1": -6.327813991502206e+50, "lower_2": -6.794438537168299e+59, "mean": -1.3477838085788006e+59, "median": -1.3399667337247779e+29, "sigma": 3.163906995751103e+50, "upper_1": -7093668.246029896, "upper_2": 49.939830017716304}, "g1.normalization": {"lower_1": 10427147.793234259, "lower_2": 1.0515932002839838, "mean": 1.9811207381012651e+59, "median": 1.969630342530387e+29, "sigma": 4.6506581566042795e+50, "upper_1": 9.301316313208559e+50, "upper_2": 9.987212343745513e+59}, "g1.sigma": {"lower_1": -5.6701548574843775e+50, "lower_2": -6.0882824190377356e+59, "mean": -1.2077066297009871e+59, "median": -1.2007019950808199e+29, "sigma": 2.8350774287421888e+50, "upper_1": -6356443.375953612, "upper_2": 15.023495700650944}, "g2.centre": {"lower_1": -6.253888238278836e+50, "lower_2": -6.715061364061664e+59, "mean": -1.332038097126907e+59, "median": -1.3243123465670817e+29, "sigma": 3.126944119139418e+50, "upper_1": -7010794.323330005, "upper_2": 50.67934287374298}, "g2.normalization": {"lower_1": 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"truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_4/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:55:30Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.690618276596069, "setup_s": null, "total_s": 8.159760599999572}
diagnostics
{"status": "available", "values": {"ess_kish": 1190.0, "ess_per_s": 177.86099143671763, "evals_to_target_basis": "observed", "label_permutations_found": 3, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 2, "per_call_basis": "numpy_single", "per_call_s": 0.0008267500015790574, "posterior": {"background.level": {"lower_1": -2.831825458717858e+49, "lower_2": -3.0406494332933496e+58, "mean": -5.996126621675931e+57, "median": -1.4991559264242995e+27, "sigma": 1.415912729358929e+49, "upper_1": -317457.96614266385, "upper_2": 0.0018619967479725616}, "g0.centre": {"lower_1": -7.639988352988768e+50, "lower_2": -8.203375029476915e+59, "mean": -1.617696366547646e+59, "median": -4.0445761873973175e+28, "sigma": 3.819994176494384e+50, "upper_1": -8564666.326988485, "upper_2": 49.06855436069927}, "g0.normalization": {"lower_1": 11047240.773778973, "lower_2": 0.9816731163798386, "mean": 2.086589435723588e+59, "median": 5.216906039427557e+28, "sigma": 4.927228408263872e+50, "upper_1": 9.854456816527744e+50, "upper_2": 1.0581142436707734e+60}, "g0.sigma": {"lower_1": -7.226542766679923e+50, "lower_2": -7.759441211508907e+59, "mean": -1.5301531149306024e+59, "median": -3.8256999148287736e+28, "sigma": 3.6132713833399617e+50, "upper_1": -8101213.104119558, "upper_2": 15.24767084411846}, "g1.centre": {"lower_1": -8.052276661485777e+50, "lower_2": -8.646066229856368e+59, "mean": -1.7049945753681835e+59, "median": -4.262839802188953e+28, "sigma": 4.026138330742888e+50, "upper_1": -9026856.283286413, "upper_2": 49.91479078615283}, "g1.normalization": {"lower_1": 10786456.373056194, "lower_2": 0.9725458893455063, "mean": 2.037332712229088e+59, "median": 5.093754022130126e+28, "sigma": 4.810914617373843e+50, "upper_1": 9.621829234747686e+50, "upper_2": 1.0331360472734505e+60}, "g1.sigma": {"lower_1": -6.9930517336008835e+50, "lower_2": 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-1.0587911919564845e-22}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_5/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:55:37Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 8.79145860671997, "setup_s": null, "total_s": 9.973385900000721}
diagnostics
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14.640654568423175, "mean": 1.4325539223312778e+58, "median": 9.824523217625518e+23, "sigma": 2.3754239566381766e+48, "upper_1": 4.750847913276353e+48, "upper_2": 2.499580239232496e+58}, "g2.centre": {"lower_1": 56.987960437440634, "lower_2": 43.5119076168447, "mean": 1.2320274853617368e+58, "median": 8.449303335815446e+23, "sigma": 2.0429161920846618e+48, "upper_1": 4.0858323841693235e+48, "upper_2": 2.1496932915376537e+58}, "g2.normalization": {"lower_1": -3.407646389358083e+48, "lower_2": -1.7928769205049551e+58, "mean": -1.0275296726193005e+58, "median": -7.04684756928333e+23, "sigma": 1.7038231946790414e+48, "upper_1": 2.1108125520158794, "upper_2": 43.25213387902998}, "g2.sigma": {"lower_1": -5.011087297991143e+48, "lower_2": -2.6365008972941795e+58, "mean": -1.51102558846827e+58, "median": -1.0362685651772525e+24, "sigma": 2.5055436489955716e+48, "upper_1": 11.633008390152053, "upper_2": 18.04020583531525}}, "posterior_relabelled": {"background.level": {"lower_1": 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{"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_6/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:55:47Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.4183244705200195, "setup_s": null, "total_s": 7.853619100002106}
diagnostics
{"status": "available", "values": {"ess_kish": 1192.9999999999998, "ess_per_s": 185.87405567910494, "evals_to_target_basis": "observed", "label_permutations_found": 3, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 3, "per_call_basis": "numpy_single", "per_call_s": 0.000968000000284519, "posterior": {"background.level": {"lower_1": 10995.938221805596, "lower_2": -0.6510698263400767, "mean": 8.287333600662827e+56, "median": 2.0772286838610403e+26, "sigma": 1.9618870227841606e+48, "upper_1": 3.923774045568321e+48, "upper_2": 4.213120300652388e+57}, "g0.centre": {"lower_1": -5.5457535605269044e+48, "lower_2": -5.954707543534653e+57, "mean": -1.171308777962349e+57, "median": -2.9358974894494586e+26, "sigma": 2.7728767802634522e+48, "upper_1": -15501.412331801566, "upper_2": 49.14705652202866}, "g0.normalization": {"lower_1": 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"g2.sigma": 1.0587911840678754e-22}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_7/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:55:51Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 8.528934955596924, "setup_s": null, "total_s": 9.719483400000172}
diagnostics
{"status": "available", "values": {"ess_kish": 1203.9999999999995, "ess_per_s": 141.1665121457986, "evals_to_target_basis": "observed", "label_permutations_found": 2, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 2, "per_call_basis": "numpy_single", "per_call_s": 0.0010121000013896264, "posterior": {"background.level": {"lower_1": 19099.320054345604, "lower_2": -0.46802183360288696, "mean": 1.4262587389863047e+57, "median": 3.607894679786752e+26, "sigma": 3.4075601819097336e+48, "upper_1": 6.815120363819467e+48, "upper_2": 7.317679770227058e+57}, "g0.centre": {"lower_1": -9.894415765206328e+49, "lower_2": -1.0624048031146998e+59, "mean": -2.0706893200607332e+58, "median": -5.238060091851331e+27, "sigma": 4.947207882603164e+49, "upper_1": -277256.32930056454, "upper_2": 49.353615333323205}, "g0.normalization": {"lower_1": 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{"background.level": {"lower_1": 19099.320054345604, "lower_2": -0.46802183360288696, "mean": 1.4262587389863047e+57, "median": 3.607894679786752e+26, "sigma": 3.4075601819097336e+48, "upper_1": 6.815120363819467e+48, "upper_2": 7.317679770227058e+57}, "g0.centre": {"lower_1": -1.763267963335406e+50, "lower_2": -1.893294559152524e+59, "mean": -3.6901422243880495e+58, "median": -9.334662873644229e+27, "sigma": 8.81633981667703e+49, "upper_1": -494125.90474341356, "upper_2": 49.35358473897325}, "g0.normalization": {"lower_1": 20267.860565206152, "lower_2": 0.9760340041344651, "mean": 1.5105070107647486e+57, "median": 3.821010914044998e+26, "sigma": 3.608842774233041e+48, "upper_1": 7.217685548466082e+48, "upper_2": 7.749930845868411e+57}, "g0.sigma": {"lower_1": -3.412188562377511e+50, "lower_2": -3.6638095707991667e+59, "mean": -7.14097990403293e+58, "median": -1.8063975841112733e+28, "sigma": 1.7060942811887556e+50, "upper_1": -956278.0270417628, "upper_2": 15.15595925619774}, "g1.centre": {"lower_1": -9.894415765206328e+49, "lower_2": -1.0624048031146998e+59, "mean": -2.0706893200607332e+58, "median": -5.238060091851331e+27, "sigma": 4.947207882603164e+49, "upper_1": -277256.32930056454, "upper_2": 50.18765780475653}, "g1.normalization": {"lower_1": -1.2729952681085588e+49, "lower_2": -1.366868261122253e+58, "mean": -2.6641064704695828e+57, "median": -6.739180836167317e+26, "sigma": 6.364976340542794e+48, "upper_1": -35635.12126517951, "upper_2": 41.26063398494344}, "g1.sigma": {"lower_1": -7.924375154173231e+48, "lower_2": -8.508733032102247e+57, "mean": -1.658402010718312e+57, "median": -4.195129276242564e+26, "sigma": 3.962187577086616e+48, "upper_1": -22191.801349479145, "upper_2": 16.689239221440683}, "g2.centre": {"lower_1": -8.751290884885068e+49, "lower_2": -9.396627037091067e+58, "mean": -1.8314577638630765e+58, "median": -4.6328948190649335e+27, "sigma": 4.375645442442534e+49, "upper_1": -245218.38775160772, "upper_2": 50.82903770849828}, 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-1.0587911840678754e-22, "g2.sigma": -1.0587911840678754e-22}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_8/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:56:03Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 8.392337799072266, "setup_s": null, "total_s": 9.515777500000695}
diagnostics
{"status": "available", "values": {"ess_kish": 1174.0, "ess_per_s": 139.8895073229512, "evals_to_target_basis": "observed", "label_permutations_found": 3, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 2, "per_call_basis": "numpy_single", "per_call_s": 0.0008900500015442958, "posterior": {"background.level": {"lower_1": -2.761341786791321e+49, "lower_2": -2.9649681376769627e+58, "mean": -5.926568914685394e+57, "median": -5.847368622598266e+27, "sigma": 1.3806708933956604e+49, "upper_1": -1238227.8028845526, "upper_2": -0.01927140133097}, "g0.centre": {"lower_1": -6.460442509560662e+50, "lower_2": -6.936847255840531e+59, "mean": -1.3865816225801323e+59, "median": -1.3680519014055632e+29, "sigma": 3.230221254780331e+50, "upper_1": -28969570.247103073, "upper_2": 48.697109993015616}, "g0.normalization": {"lower_1": 43044908.75523331, "lower_2": 22.104400432293637, "mean": 2.0602704126355926e+59, "median": 2.032737784430616e+29, "sigma": 4.7996664380325196e+50, "upper_1": 9.599332876065039e+50, "upper_2": 1.0307205090160287e+60}, "g0.sigma": {"lower_1": -6.89077074152787e+50, "lower_2": -7.39890867200743e+59, "mean": -1.4789414287760875e+59, "median": -1.459177448161844e+29, "sigma": 3.445385370763935e+50, "upper_1": -30899263.189179853, "upper_2": 13.805945066596168}, "g1.centre": {"lower_1": -6.894697544148942e+50, "lower_2": -7.4031250441748e+59, "mean": -1.4797842243495828e+59, "median": -1.460008980953019e+29, "sigma": 3.447348772074471e+50, "upper_1": -30916835.883441787, "upper_2": 49.499256155370574}, "g1.normalization": {"lower_1": 42343659.95374863, "lower_2": 22.124755482913365, "mean": 2.026706328444794e+59, "median": 1.999622237211177e+29, "sigma": 4.7214745621380374e+50, "upper_1": 9.442949124276075e+50, "upper_2": 1.0139289316921854e+60}, "g1.sigma": {"lower_1": -6.6894293007429535e+50, "lower_2": -7.18271994825841e+59, "mean": -1.435728236917631e+59, "median": -1.4165417400830372e+29, "sigma": 3.3447146503714767e+50, "upper_1": -29996417.325391863, "upper_2": 13.648181732461003}, "g2.centre": {"lower_1": -6.695139658599635e+50, "lower_2": -7.188851398258835e+59, "mean": -1.4369538305593534e+59, "median": -1.4177509553824503e+29, "sigma": 3.3475698292998176e+50, "upper_1": -30021986.985100903, "upper_2": 50.11234088612929}, "g2.normalization": {"lower_1": 39936246.60187453, "lower_2": 21.106477472644087, "mean": 1.9114796246981817e+59, "median": 1.8859353769599058e+29, "sigma": 4.4530390503013925e+50, "upper_1": 8.906078100602785e+50, "upper_2": 9.562828450379506e+59}, "g2.sigma": {"lower_1": -6.001743640508661e+50, "lower_2": -6.444323100361758e+59, "mean": -1.288132728222732e+59, "median": -1.2709186386220134e+29, "sigma": 3.0008718202543303e+50, "upper_1": -26912728.43828169, "upper_2": 14.150029610241756}}, "posterior_relabelled": {"background.level": {"lower_1": -2.761341786791321e+49, "lower_2": -2.9649681376769627e+58, "mean": -5.926568914685394e+57, "median": -5.847368622598266e+27, "sigma": 1.3806708933956604e+49, "upper_1": -1238227.8028845526, "upper_2": -0.01927140133097}, "g0.centre": {"lower_1": -6.894697544148942e+50, "lower_2": -7.4031250441748e+59, "mean": -1.4797842243495828e+59, "median": -1.460008980953019e+29, "sigma": 3.447348772074471e+50, "upper_1": -30916835.883441787, "upper_2": 48.697109993015616}, "g0.normalization": {"lower_1": 42343659.95374863, "lower_2": 22.104400432293637, "mean": 2.026706328444794e+59, "median": 1.999622237211177e+29, "sigma": 4.7214745621380374e+50, "upper_1": 9.442949124276075e+50, "upper_2": 1.0139289316921854e+60}, "g0.sigma": {"lower_1": -6.6894293007429535e+50, "lower_2": -7.18271994825841e+59, "mean": -1.435728236917631e+59, "median": -1.4165417400830372e+29, "sigma": 3.3447146503714767e+50, "upper_1": -29996417.325391863, "upper_2": 13.805945066596168}, "g1.centre": {"lower_1": -6.695139658599635e+50, "lower_2": -7.188851398258835e+59, "mean": -1.4369538305593534e+59, "median": -1.4177509553824503e+29, "sigma": 3.3475698292998176e+50, "upper_1": -30021986.985100903, "upper_2": 49.499256155370574}, "g1.normalization": {"lower_1": 39936246.60187453, "lower_2": 22.124755482913365, "mean": 1.9114796246981817e+59, "median": 1.8859353769599058e+29, "sigma": 4.4530390503013925e+50, "upper_1": 8.906078100602785e+50, "upper_2": 9.562828450379506e+59}, "g1.sigma": {"lower_1": -6.001743640508661e+50, "lower_2": -6.444323100361758e+59, "mean": -1.288132728222732e+59, "median": -1.2709186386220134e+29, "sigma": 3.0008718202543303e+50, "upper_1": -26912728.43828169, "upper_2": 13.648181732461003}, "g2.centre": {"lower_1": -6.460442509560662e+50, "lower_2": -6.936847255840531e+59, "mean": -1.3865816225801323e+59, "median": -1.3680519014055632e+29, "sigma": 3.230221254780331e+50, "upper_1": -28969570.247103073, "upper_2": 50.11234088762929}, "g2.normalization": {"lower_1": 43044908.75523331, "lower_2": 21.106477472644087, "mean": 2.0602704126355926e+59, "median": 2.032737784430616e+29, "sigma": 4.7996664380325196e+50, "upper_1": 9.599332876065039e+50, "upper_2": 1.0307205090160287e+60}, "g2.sigma": {"lower_1": -6.89077074152787e+50, "lower_2": -7.39890867200743e+59, "mean": -1.4789414287760875e+59, "median": -1.459177448161844e+29, "sigma": 3.445385370763935e+50, "upper_1": -30899263.189179853, "upper_2": 14.150029610241756}}, "ppc_chi2": 3.4191719808546746e+61, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -4.235164694619646e-22, "g0.centre": -4.235164694619646e-22, "g0.normalization": 4.2351646946196466e-22, "g0.sigma": -4.235164694619646e-22, "g1.centre": -4.235164694619646e-22, "g1.normalization": 4.2351646946196466e-22, "g1.sigma": -4.2351646946196466e-22, "g2.centre": -4.2351646946196466e-22, "g2.normalization": 4.235164694619646e-22, "g2.sigma": -4.2351646946196466e-22}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/bfgs/default/local_numpy_fp64/seed_9/bfgs/4ada4b4fcad73ffd9fcdca1fd58b9f6d"}
measured_at
"2026-10-08T13:56:07Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"blackjax_nuts"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"num_samples": 500, "num_warmup": 200}, "settings_name": "warmup_200_samples_500", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": false, "reason": "failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError", "status": "failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: not completed: failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError", "reference_limitations": []}
timings
{"compile_s": 1.0980627000026288, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": null, "setup_s": null, "total_s": 42.179321799998434}
diagnostics
{"status": "available", "values": {"evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "per_call_basis": "jit_single", "per_call_s": 6.71500001772074e-05, "posterior": {}, "posterior_relabelled": {}, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed_0/blackjax_nuts/d4f06c5209e89b3d3ca754bb7b05bdf8"}
measured_at
"2026-10-08T14:17:55Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"blackjax_nuts"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"num_samples": 500, "num_warmup": 200}, "settings_name": "warmup_200_samples_500", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": false, "reason": "failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError", "status": "failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: not completed: failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError", "reference_limitations": []}
timings
{"compile_s": 0.3757209999967017, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": null, "setup_s": null, "total_s": 9.702254300005734}
diagnostics
{"status": "available", "values": {"evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "per_call_basis": "jit_single", "per_call_s": 9.250000221072696e-05, "posterior": {}, "posterior_relabelled": {}, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed_1/blackjax_nuts/d4f06c5209e89b3d3ca754bb7b05bdf8"}
measured_at
"2026-10-08T17:07:00Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/blackjax_nuts_warm/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"blackjax_nuts_warm"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"num_samples": 500, "num_warmup": 200}, "settings_name": "warmup_200_samples_500", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": false, "reason": "failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError", "status": "failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: not completed: failed: TracerBoolConversionError: Attempted boolean conversion of traced array with shape bool[].\nThe error occurred while tracing the function log_l at <workspace>/PyAutoFit/autofit/non_linear/search/mcmc/blackjax/nuts/search.py:730 for jit. This concrete value was not available in Python because it depends on the value of the argument params.\nSee https://docs.jax.dev/en/latest/errors.html#jax.errors.TracerBoolConversionError", "reference_limitations": []}
timings
{"compile_s": 1.0412813000002643, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": null, "setup_s": null, "total_s": 67.55193340000187}
diagnostics
{"status": "available", "values": {"evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "per_call_basis": "jit_single", "per_call_s": 7.6450000051409e-05, "posterior": {}, "posterior_relabelled": {}, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/blackjax_nuts_warm/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed_0/blackjax_nuts_warm/909621c338d77faabbaaf7fcfad54870"}
measured_at
"2026-10-08T14:03:05Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 10621 vs 500", "reference_limitations": []}
timings
{"compile_s": 0.9072235999992699, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1060.3719758987427, "setup_s": null, "total_s": 1217.4585422000018}
diagnostics
{"status": "available", "values": {"ess_kish": 10621.349496937151, "ess_per_s": 10.016625993849736, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 240740, "likelihood_share": 0.013644715802730922, "likelihood_share_basis": "estimated", "log_evidence": -2455.3065047065, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -2368.125403325536, "max_log_posterior": -2377.38148993041, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 6.010000106471125e-05, "posterior": {"background.level": {"lower_1": 0.11905247273585, "lower_2": 0.11280825732480378, "mean": 0.1256395470402195, "median": 0.12561149144127, 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10.166224468413846, "median": 10.16651715970005, "sigma": 0.06318029463211605, "upper_1": 10.229742631481798, "upper_2": 10.287903360208611}}, "posterior_relabelled": {"background.level": {"lower_1": 0.11905247273585, "lower_2": 0.11280825732480378, "mean": 0.1256395470402195, "median": 0.12561149144127, "sigma": 0.006561173229665006, "upper_1": 0.13217481919518, "upper_2": 0.13887046606610853}, "g0.centre": {"lower_1": 22.916965107620438, "lower_2": 22.59285089963038, "mean": 23.3022612228068, "median": 23.3620681778133, "sigma": 0.35807997833303595, "upper_1": 23.63312506428651, "upper_2": 23.806206521916376}, "g0.normalization": {"lower_1": 11.175695249776348, "lower_2": 8.988464200378052, "mean": 13.930953250856499, "median": 14.347653661703237, "sigma": 2.5720804659545857, "upper_1": 16.31985618168552, "upper_2": 17.6644626849476}, "g0.sigma": {"lower_1": 1.98209437718808, "lower_2": 1.86616265194683, "mean": 2.1219032838009824, "median": 2.13879670110906, "sigma": 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2.635586944784597}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed_0/dynesty_dynamic/1a3220729c6035556b21ebbf1fa7b5a7"}
measured_at
"2026-10-08T14:04:32Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 11063 vs 500", "reference_limitations": []}
timings
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diagnostics
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"truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed_1/dynesty_dynamic/1a3220729c6035556b21ebbf1fa7b5a7"}
measured_at
"2026-10-08T16:57:27Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.09 (g0.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.8 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 137.923 vs ref 138.853", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.315 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.09 (g0.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 64.8 vs ref 64.7; (b)4 reference modes covered 1/1; (c) ln Z_norm 137.923 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 11256 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 672.3160562515259, "setup_s": null, "total_s": 771.8162669000012}
diagnostics
{"status": "available", "values": {"ess_kish": 11256.470263123174, "ess_per_s": 16.742825280543233, "evals_to_target": 122582, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 186665, "likelihood_share": 0.3082689272680227, "likelihood_share_basis": "estimated", "log_evidence": 136.13122735861984, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.29178782705463, "max_log_posterior": 186.31487723655445, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.001110299999709241, "posterior": {"background.level": {"lower_1": 0.011732871381622762, "lower_2": 0.00458240272901, "mean": 0.019014917879961565, "median": 0.0191854909148707, "sigma": 0.007221004303309494, "upper_1": 0.02617487998824175, "upper_2": 0.03312103814291051}, "g0.centre": {"lower_1": 24.988271126651465, "lower_2": 24.970277500455218, "mean": 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"g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_numpy_fp64/seed_0/dynesty_dynamic/1a3220729c6035556b21ebbf1fa7b5a7"}
measured_at
"2026-10-08T13:53:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.14 (g2.normalization)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.7 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 138.730 vs ref 138.853", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.518 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.14 (g2.normalization); (b)2 sigma ratio in band; (b)3 ppc_chi2 64.7 vs ref 64.7; (b)4 reference modes covered 1/1; (c) ln Z_norm 138.730 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 10396 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 315.00353145599365, "setup_s": null, "total_s": 343.018189800001}
diagnostics
{"status": "available", "values": {"ess_kish": 10396.19160180595, "ess_per_s": 33.003412862558044, "evals_to_target": 125890, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 179340, "likelihood_share": 0.5306981191837514, "likelihood_share_basis": "estimated", "log_evidence": 136.9384306991651, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.50183064567017, "max_log_posterior": 186.51759814291276, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0009321500037913211, "posterior": {"background.level": {"lower_1": 0.01137826660953, "lower_2": 0.004483401986335752, "mean": 0.018440107891754993, "median": 0.0185235654517, "sigma": 0.007064732660749999, "upper_1": 0.02550773193103, "upper_2": 0.032402074007664976}, "g0.centre": {"lower_1": 24.986944375336236, "lower_2": 24.96833873225728, "mean": 25.005292787190186, 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50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_dynamic/default/local_numpy_fp64/seed_1/dynesty_dynamic/1a3220729c6035556b21ebbf1fa7b5a7"}
measured_at
"2026-10-08T16:49:36Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1491 vs 500", "reference_limitations": []}
timings
{"compile_s": 1.4777929999982007, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 215.17351412773132, "setup_s": null, "total_s": 240.3866175999974}
diagnostics
{"status": "available", "values": {"ess_kish": 1491.3222477280303, "ess_per_s": 6.930789106519641, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 66520, "likelihood_share": 0.03763850821782506, "likelihood_share_basis": "estimated", "log_evidence": 132.29143637088367, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.2263294899758, "max_log_posterior": 186.22990476910607, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0001217500011989614, "posterior": {"background.level": {"lower_1": 0.01072536879184, "lower_2": 0.0052095602661, "mean": 0.01749011664519705, "median": 0.01752650157703855, 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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed_0/dynesty_static/36ccf96cf947ffe610ab35c0c498b534"}
measured_at
"2026-10-08T13:44:24Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1585 vs 500", "reference_limitations": []}
timings
{"compile_s": 0.454322300000058, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 81.47776985168457, "setup_s": null, "total_s": 93.20188630000484}
diagnostics
{"status": "available", "values": {"ess_kish": 1585.496092840803, "ess_per_s": 19.459247543555865, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 56525, "likelihood_share": 0.07294755094874517, "likelihood_share_basis": "estimated", "log_evidence": 142.07593630923546, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 196.98970477679777, "max_log_posterior": 186.0024667488635, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0001051500003086403, "posterior": {"background.level": {"lower_1": 0.010508206421526582, "lower_2": 0.0031995237776347818, "mean": 0.018238245256907412, "median": 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45.27628593668568}, "g1.normalization": {"lower_1": 49.48483300040641, "lower_2": 47.1510109127058, "mean": 51.09610054421143, "median": 51.21030659946219, "sigma": 1.649854321751775, "upper_1": 52.78454164390996, "upper_2": 54.08350875039037}, "g1.sigma": {"lower_1": 5.9911189137327865, "lower_2": 5.904936221026334, "mean": 6.0563378698021175, "median": 6.0572303883267935, "sigma": 0.06546759115644196, "upper_1": 6.12205409604567, "upper_2": 6.189169728054094}, "g2.centre": {"lower_1": 59.862548948493924, "lower_2": 59.27395424550186, "mean": 60.328200279846776, "median": 60.36445537164649, "sigma": 0.47142172172163654, "upper_1": 60.8053923919372, "upper_2": 61.18041757669061}, "g2.normalization": {"lower_1": 36.959389304254856, "lower_2": 35.42880984181977, "mean": 38.74350957567971, "median": 38.61529468244919, "sigma": 1.78211985833018, "upper_1": 40.523629020915216, "upper_2": 42.90413959072465}, "g2.sigma": {"lower_1": 9.53032804345526, "lower_2": 9.254210256832291, "mean": 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{"lower_1": 36.959389304254856, "lower_2": 35.42880984181977, "mean": 38.74350957567971, "median": 38.61529468244919, "sigma": 1.78211985833018, "upper_1": 40.523629020915216, "upper_2": 42.90413959072465}, "g2.sigma": {"lower_1": 9.53032804345526, "lower_2": 9.254210256832291, "mean": 9.861129946562174, "median": 9.839657427765662, "sigma": 0.3248960144193216, "upper_1": 10.180120072293903, "upper_2": 10.607910339643833}}, "ppc_chi2": 64.75436734499254, "termination": {"met": null, "observable": false, "reason": "termination condition not exposed by PyAutoFit (phase A3)"}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.2324964668618479, "g0.centre": 0.37525799136732085, "g0.normalization": 0.17849799578095582, "g0.sigma": 1.7928369725981688, "g1.centre": 1.2295183386909008, "g1.normalization": 0.7335839192014959, "g1.sigma": 0.8741789229732806, "g2.centre": 0.7730983848506137, "g2.normalization": -0.7769989830247778, "g2.sigma": -0.49351966511782036}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed_1/dynesty_static/36ccf96cf947ffe610ab35c0c498b534"}
measured_at
"2026-10-08T16:43:50Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.14 (g2.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.9 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 135.066 vs ref 138.853", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.053 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (c) ln Z_norm 135.066 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1435 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 212.0218162536621, "setup_s": null, "total_s": 234.44073229999776}
diagnostics
{"status": "available", "values": {"ess_kish": 1435.0854573735917, "ess_per_s": 6.768574492620424, "evals_to_target": 53081, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 63570, "likelihood_share": 0.18965597126682388, "likelihood_share_basis": "estimated", "log_evidence": 135.06613719553633, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.04201096039665, "max_log_posterior": 186.05276560224064, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0006325499998638406, "posterior": {"background.level": {"lower_1": 0.012487721121071212, "lower_2": 0.006068789579297489, "mean": 0.01875307561396906, "median": 0.01902535376966, "sigma": 0.006098237767076336, "upper_1": 0.024684196655223884, "upper_2": 0.03132116717169}, "g0.centre": {"lower_1": 24.98900229321947, "lower_2": 24.972656609864323, "mean": 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52.731751163939926, "upper_2": 54.09025964827985}, "g1.sigma": {"lower_1": 5.98885339842088, "lower_2": 5.90763577075141, "mean": 6.056584305817784, "median": 6.06247352398778, "sigma": 0.06902537543221499, "upper_1": 6.12690414928531, "upper_2": 6.18188572049193}, "g2.centre": {"lower_1": 59.810516105842936, "lower_2": 59.1658533868399, "mean": 60.292169576132316, "median": 60.3300579084099, "sigma": 0.5027399805165587, "upper_1": 60.81599606687605, "upper_2": 61.17306812366993}, "g2.normalization": {"lower_1": 36.95985365014021, "lower_2": 35.621910241883555, "mean": 38.846013143779935, "median": 38.70934485589387, "sigma": 1.824337942029608, "upper_1": 40.60852953419943, "upper_2": 42.976326397295146}, "g2.sigma": {"lower_1": 9.56336687609516, "lower_2": 9.28095567805232, "mean": 9.882615816223781, "median": 9.87037709609994, "sigma": 0.30874684408210573, "upper_1": 10.18086056425937, "upper_2": 10.591697449543293}}, "posterior_relabelled": {"background.level": {"lower_1": 0.012487721121071212, "lower_2": 0.006068789579297489, "mean": 0.01875307561396906, "median": 0.01902535376966, "sigma": 0.006098237767076336, "upper_1": 0.024684196655223884, "upper_2": 0.03132116717169}, "g0.centre": {"lower_1": 24.98900229321947, "lower_2": 24.972656609864323, "mean": 25.006628836283987, "median": 25.005964352571024, "sigma": 0.017418252660235112, "upper_1": 25.02383879853994, "upper_2": 25.04377521686488}, "g0.normalization": {"lower_1": 29.829444679779638, "lower_2": 29.6496551469085, "mean": 29.995930745562514, "median": 30.01015664047271, "sigma": 0.16486153850392782, "upper_1": 30.159167756787493, "upper_2": 30.312289278048357}, "g0.sigma": {"lower_1": 3.01279362893269, "lower_2": 2.99616514014185, "mean": 3.032421617431351, "median": 3.032393967007758, "sigma": 0.01894520830991997, "upper_1": 3.05068404555253, "upper_2": 3.0698174022583076}, "g1.centre": {"lower_1": 45.02116384548627, "lower_2": 44.92220401447432, "mean": 45.10098205407682, "median": 45.098867271462495, "sigma": 0.08368537849137425, "upper_1": 45.18853460246902, "upper_2": 45.26452415578536}, "g1.normalization": {"lower_1": 49.367919825803234, "lower_2": 47.23753857951464, "mean": 50.991999584178046, "median": 51.127729709786955, "sigma": 1.6819156690683457, "upper_1": 52.731751163939926, "upper_2": 54.09025964827985}, "g1.sigma": {"lower_1": 5.98885339842088, "lower_2": 5.90763577075141, "mean": 6.056584305817784, "median": 6.06247352398778, "sigma": 0.06902537543221499, "upper_1": 6.12690414928531, "upper_2": 6.18188572049193}, "g2.centre": {"lower_1": 59.810516105842936, "lower_2": 59.1658533868399, "mean": 60.292169576132316, "median": 60.3300579084099, "sigma": 0.5027399805165587, "upper_1": 60.81599606687605, "upper_2": 61.17306812366993}, "g2.normalization": {"lower_1": 36.95985365014021, "lower_2": 35.621910241883555, "mean": 38.846013143779935, "median": 38.70934485589387, "sigma": 1.824337942029608, "upper_1": 40.60852953419943, "upper_2": 42.976326397295146}, "g2.sigma": {"lower_1": 9.56336687609516, "lower_2": 9.28095567805232, "mean": 9.882615816223781, "median": 9.87037709609994, "sigma": 0.30874684408210573, "upper_1": 10.18086056425937, "upper_2": 10.591697449543293}}, "ppc_chi2": 64.90095559039506, "target_log_likelihood": 196.3793118300511, "termination": {"met": null, "observable": false, "reason": "termination condition not exposed by PyAutoFit (phase A3)"}, "time_to_target_basis": "observed", "time_to_target_s": 195.30926752090454, "truth_delta_sigma": {"background.level": -0.1598242422756947, "g0.centre": 0.34241968395830247, "g0.normalization": 0.06160709505006594, "g0.sigma": 1.7098765280293213, "g1.centre": 1.1814163148307444, "g1.normalization": 0.6705031236266632, "g1.sigma": 0.9050805388104112, "g2.centre": 0.6565181230877408, "g2.normalization": -0.7074649462534645, "g2.sigma": -0.4198355590821493}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_numpy_fp64/seed_0/dynesty_static/36ccf96cf947ffe610ab35c0c498b534"}
measured_at
"2026-10-08T13:44:04Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.22 (g0.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.6 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 129.932 vs ref 138.853", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.033 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (c) ln Z_norm 129.932 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1583 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 98.54750156402588, "setup_s": null, "total_s": 111.4136942000041}
diagnostics
{"status": "available", "values": {"ess_kish": 1582.6810598473871, "ess_per_s": 16.0600830536442, "evals_to_target": 57175, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 68495, "likelihood_share": 0.522847995210466, "likelihood_share_basis": "estimated", "log_evidence": 129.9320896494396, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.009968472385, "max_log_posterior": 186.03311293261748, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0007522499981860165, "posterior": {"background.level": {"lower_1": 0.00988967292144, "lower_2": 0.00252791018878, "mean": 0.01800686432861701, "median": 0.0183466944108, "sigma": 0.00794775622344204, "upper_1": 0.025785185368324078, "upper_2": 0.03215608521814938}, "g0.centre": {"lower_1": 24.98338729734467, "lower_2": 24.96332775651087, "mean": 25.0014810952714, "median": 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0.00252791018878, "mean": 0.01800686432861701, "median": 0.0183466944108, "sigma": 0.00794775622344204, "upper_1": 0.025785185368324078, "upper_2": 0.03215608521814938}, "g0.centre": {"lower_1": 24.98338729734467, "lower_2": 24.96332775651087, "mean": 25.0014810952714, "median": 25.001540462863872, "sigma": 0.0180399516465517, "upper_1": 25.019467200637774, "upper_2": 25.03714904903834}, "g0.normalization": {"lower_1": 29.839366551309567, "lower_2": 29.60614643559348, "mean": 30.036412093440813, "median": 30.04189061106736, "sigma": 0.19789583387550458, "upper_1": 30.235158219060576, "upper_2": 30.427612044689564}, "g0.sigma": {"lower_1": 3.016324710638706, "lower_2": 2.9978006847182206, "mean": 3.037053135285525, "median": 3.037679314791269, "sigma": 0.020145794560183505, "upper_1": 3.056616299759073, "upper_2": 3.0764116554566168}, "g1.centre": {"lower_1": 45.01199698327331, "lower_2": 44.90992107733925, "mean": 45.10144383689108, "median": 45.097115386393156, "sigma": 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"g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/dynesty_static/nlive_200/local_numpy_fp64/seed_1/dynesty_static/36ccf96cf947ffe610ab35c0c498b534"}
measured_at
"2026-10-08T16:42:13Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": false, "reason": "failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)", "status": "failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: not completed: failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)", "reference_limitations": []}
timings
{"compile_s": 0.9298885999996855, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": null, "setup_s": null, "total_s": 1795.8331753999992}
diagnostics
{"status": "available", "values": {"evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "per_call_basis": "jit_single", "per_call_s": 9.124999996856786e-05, "posterior": {}, "posterior_relabelled": {}, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed_0/emcee/d638f898a6b831e6f514cb2c02577539"}
measured_at
"2026-10-08T14:17:05Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: R-hat 1.654, bulk ESS 81", "reference_limitations": []}
timings
{"compile_s": 0.5393132000026526, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1189.765033006668, "setup_s": null, "total_s": 1203.6711538000018}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 80.89529759228503, "ess_kish": 350.00000000000006, "ess_per_s": 0.29417573242635253, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -2022.9671463257923, "max_log_posterior": -2033.7624118254028, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 6.780000330763869e-05, "posterior": {"background.level": {"lower_1": -0.09804853188535899, "lower_2": -0.3613971429521964, "mean": -0.03519996442013702, "median": 0.013766364275940076, "sigma": 0.07668253469145227, "upper_1": 0.05531653749754555, "upper_2": 0.08385208603692793}, "g0.centre": {"lower_1": 24.711762798322013, "lower_2": 24.54014625147907, "mean": 24.76997590539726, "median": 24.790626750272033, "sigma": 0.06384119891147577, "upper_1": 24.839445196144965, "upper_2": 24.919325600798697}, "g0.normalization": {"lower_1": 16.617009928078588, "lower_2": 16.338761281344386, "mean": 20.239916616200148, "median": 21.233787633329893, "sigma": 3.329054086867954, "upper_1": 23.275118101814495, "upper_2": 24.0415269210909}, "g0.sigma": {"lower_1": 2.139375160248532, "lower_2": 2.1067528307703944, "mean": 2.3212700518914278, "median": 2.2954140580012914, "sigma": 0.21311355343513072, "upper_1": 2.5656022671187935, "upper_2": 2.6460679037975505}, "g1.centre": {"lower_1": 47.44232102823789, "lower_2": 46.93019957252494, "mean": 48.016506813052416, "median": 48.0747510271922, "sigma": 0.41104284186032913, "upper_1": 48.26440671195855, "upper_2": 49.376412742171595}, "g1.normalization": {"lower_1": 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"g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed_1/emcee/d638f898a6b831e6f514cb2c02577539"}
measured_at
"2026-10-08T17:13:28Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 843.83 (g0.sigma)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 1091.21', 'g0.normalization 8.10', 'g0.sigma 688.50', 'g1.centre 101.44', 'g1.sigma 8.45', 'g2.centre 4.17', 'background.level 8.13']", "ok": false}, {"detail": "(b)3 ppc_chi2 38408.1 vs ref 64.7", "ok": false}, {"detail": "(b)4 reference modes covered 0/1", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -19517.464 vs ref MAP 186.668", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 843.83 (g0.sigma); (b)2 sigma ratio ['g0.centre 1091.21', 'g0.normalization 8.10', 'g0.sigma 688.50', 'g1.centre 101.44', 'g1.sigma 8.45', 'g2.centre 4.17', 'background.level 8.13']; (b)3 ppc_chi2 38408.1 vs ref 64.7; (b)4 reference modes covered 0/1 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: R-hat 3.490, bulk ESS 55", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 295.3115873336792, "setup_s": null, "total_s": 330.9503074000022}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 54.70504967607903, "ess_kish": 399.99999999999994, "ess_per_s": 1.354501540598307, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": -19515.46949507435, "max_log_posterior": -19517.46417749106, "modes_found": 7, "per_call_basis": "numpy_single", "per_call_s": 0.001442200000383309, "posterior": {"background.level": {"lower_1": 0.8330093536400892, "lower_2": 0.7893454280278692, "mean": 0.9018456769312282, "median": 0.9207091792077503, "sigma": 0.059562186110330206, "upper_1": 0.9521337258607496, "upper_2": 0.9815067303945816}, "g0.centre": {"lower_1": 1.5186709297898402, "lower_2": 0.43901410809244884, "mean": 21.32168640435978, "median": 23.51826015365276, "sigma": 20.91657584084142, "upper_1": 43.351822611472684, 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1.7687084859645255, "mean": 2.3816612018188557, "median": 2.197638392196984, "sigma": 0.6480412686900204, "upper_1": 3.1321100633515004, "upper_2": 3.5411205293066175}, "g2.centre": {"lower_1": 46.25473385099428, "lower_2": 45.86123033044245, "mean": 47.81767120362824, "median": 46.576564117113726, "sigma": 2.2177287745801273, "upper_1": 50.69019140015453, "upper_2": 51.0286217693422}, "g2.normalization": {"lower_1": 14.25044468213753, "lower_2": 13.329811927461005, "mean": 17.831079206033564, "median": 18.994740718214647, "sigma": 2.6355345412979005, "upper_1": 19.52151376473333, "upper_2": 19.73276325275823}, "g2.sigma": {"lower_1": 3.357015570830151, "lower_2": 3.114350069759639, "mean": 3.876667210249883, "median": 3.8866901128610145, "sigma": 0.36464640899490597, "upper_1": 4.086308388819963, "upper_2": 5.020457961131859}}, "posterior_relabelled": {"background.level": {"lower_1": 0.8330093536400892, "lower_2": 0.7893454280278692, "mean": 0.9018456769312282, "median": 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44.69271471594179}, "g1.normalization": {"lower_1": 12.675490223381379, "lower_2": 7.594251867634573, "mean": 14.52198982846708, "median": 13.972409864869261, "sigma": 3.1948731521895573, "upper_1": 19.065236527760494, "upper_2": 20.318680081104308}, "g1.sigma": {"lower_1": 1.8360275259714596, "lower_2": 1.7687084859645255, "mean": 2.3816612018188557, "median": 2.197638392196984, "sigma": 0.6480412686900204, "upper_1": 3.1321100633515004, "upper_2": 3.5411205293066175}, "g2.centre": {"lower_1": 46.25473385099428, "lower_2": 45.86123033044245, "mean": 47.81767120362824, "median": 46.576564117113726, "sigma": 2.2177287745801273, "upper_1": 50.69019140015453, "upper_2": 51.0286217693422}, "g2.normalization": {"lower_1": 14.25044468213753, "lower_2": 13.329811927461005, "mean": 17.831079206033564, "median": 18.994740718214647, "sigma": 2.6355345412979005, "upper_1": 19.52151376473333, "upper_2": 19.73276325275823}, "g2.sigma": {"lower_1": 3.357015570830151, "lower_2": 3.114350069759639, "mean": 3.876667210249883, "median": 3.8866901128610145, "sigma": 0.36464640899490597, "upper_1": 4.086308388819963, "upper_2": 5.020457961131859}}, "ppc_chi2": 38408.09796097303, "rhat_max": 3.490090068986142, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 15.122164548146683, "g0.centre": -0.0708404596250412, "g0.normalization": -16.30528338057427, "g0.sigma": 1.228078185488313, "g1.centre": -2.0768722990526904, "g1.normalization": -11.276688750675369, "g1.sigma": -5.867468310296472, "g2.centre": -6.052785190302486, "g2.normalization": -7.970018587364468, "g2.sigma": -16.76503521312447}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_numpy_fp64/seed_0/emcee/d638f898a6b831e6f514cb2c02577539"}
measured_at
"2026-10-08T14:48:23Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 31.89 (background.level)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 8.29', 'g0.normalization 8.63', 'g0.sigma 16.10', 'g1.centre 4.36', 'g1.normalization 6.68', 'g1.sigma 10.21', 'g2.centre 4.42', 'g2.normalization 2.88', 'g2.sigma 3.98', 'background.level 30.35']", "ok": false}, {"detail": "(b)3 ppc_chi2 7879.2 vs ref 64.7", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -1052.467 vs ref MAP 186.668", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 31.89 (background.level); (b)2 sigma ratio ['g0.centre 8.29', 'g0.normalization 8.63', 'g0.sigma 16.10', 'g1.centre 4.36', 'g1.normalization 6.68', 'g1.sigma 10.21', 'g2.centre 4.42', 'g2.normalization 2.88', 'g2.sigma 3.98', 'background.level 30.35']; (b)3 ppc_chi2 7879.2 vs ref 64.7 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: R-hat 1.925, bulk ESS 70", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 123.25966548919678, "setup_s": null, "total_s": 137.76389390000259}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 69.82976432607579, "ess_kish": 350.00000000000006, "ess_per_s": 2.8395339108775706, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": -1042.0836940008612, "max_log_posterior": -1052.4665408503315, "modes_found": 3, "per_call_basis": "numpy_single", "per_call_s": 0.0008512500025972258, "posterior": {"background.level": {"lower_1": -0.0018484975623675663, "lower_2": -0.017030142039648383, "mean": 0.23479782930468338, "median": 0.25257421425815685, "sigma": 0.22227579552233517, "upper_1": 0.4427030934823028, "upper_2": 0.7264588491569098}, "g0.centre": {"lower_1": 24.873788322392134, "lower_2": 24.794315468684406, "mean": 25.83034032722231, "median": 24.957688101256874, "sigma": 0.15892197471725744, "upper_1": 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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/emcee/walkers_50_steps_2000/local_numpy_fp64/seed_1/emcee/d638f898a6b831e6f514cb2c02577539"}
measured_at
"2026-10-08T16:53:19Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.4862150000008114, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.974738359451294, "setup_s": null, "total_s": 14.374400400000013}
diagnostics
{"status": "available", "values": {"ess_kish": 3.0, "ess_per_s": 0.21467307099678626, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 2, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0002233499999420019, "posterior": {"background.level": {"lower_1": -0.01896913126187, "lower_2": -0.01896913126187, "mean": 0.3226248231236977, "median": 0.00626464359022, "sigma": 0.49977404415230664, "upper_1": 0.9805789570427432, "upper_2": 0.9805789570427432}, "g0.centre": {"lower_1": 49.48849213861685, "lower_2": 49.48849213861685, "mean": 49.50741664571913, "median": 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1.063524388848767}, "g1.sigma": {"lower_1": 15.0726072732061, "lower_2": 15.0726072732061, "mean": 15.11199258089971, "median": 15.131438222588502, "sigma": 0.02966248684921524, "upper_1": 15.13193224690453, "upper_2": 15.13193224690453}, "g2.centre": {"lower_1": 50.76196059819875, "lower_2": 50.76196059819875, "mean": 50.77436011149102, "median": 50.76215309473589, "sigma": 0.01850302166984008, "upper_1": 50.79896664153843, "upper_2": 50.79896664153843}, "g2.normalization": {"lower_1": 0.9885205020609108, "lower_2": 0.9885205020609108, "mean": 1.023971589539763, "median": 1.0056966740277438, "sigma": 0.044588545234862054, "upper_1": 1.077697592530635, "upper_2": 1.077697592530635}, "g2.sigma": {"lower_1": 15.3367398277832, "lower_2": 15.3367398277832, "mean": 15.440706062506688, "median": 15.492445908127909, "sigma": 0.07809631191287991, "upper_1": 15.49293245160896, "upper_2": 15.49293245160896}}, "posterior_relabelled": {"background.level": {"lower_1": -0.01896913126187, "lower_2": 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15.3367398277832, "lower_2": 15.3367398277832, "mean": 15.440706062506688, "median": 15.492445908127909, "sigma": 0.07809631191287991, "upper_1": 15.49293245160896, "upper_2": 15.49293245160896}}, "ppc_chi2": 186140.0681457994, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.027483132768684037, "g0.centre": 229.28921276002424, "g0.normalization": -449.5865862723284, "g0.sigma": 61.0516523785072, "g1.centre": 15.119581762884623, "g1.normalization": -2122.0124231240984, "g1.sigma": 288.4234440316354, "g2.centre": -499.2615298247093, "g2.normalization": -874.5363438205228, "g2.sigma": 70.32913301021166}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_0/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:38:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.3864085999994131, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.769869804382324, "setup_s": null, "total_s": 14.289665199998126}
diagnostics
{"status": "available", "values": {"ess_kish": 19.0, "ess_per_s": 1.3798242299976695, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 6, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00012450000031094532, "posterior": {"background.level": {"lower_1": -0.009255645824438198, "lower_2": -0.01944408308332, "mean": 0.0032193699139457894, "median": 0.00359480520544, "sigma": 0.013310623782086299, "upper_1": 0.0173656017397344, "upper_2": 0.01902303911004}, "g0.centre": {"lower_1": 49.293007101551545, "lower_2": 49.02815656094056, "mean": 50.037868117557316, 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1.08682569296718}, "g2.sigma": {"lower_1": 15.12494448874429, "lower_2": 15.02770806493066, "mean": 15.303854667123543, "median": 15.32613618050882, "sigma": 0.17372081745783952, "upper_1": 15.47238612365997, "upper_2": 15.5425448992806}}, "ppc_chi2": 187220.8414047349, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.2324888046673241, "g0.centre": 75.31303582780207, "g0.normalization": -553.8121779626255, "g0.sigma": 78.12058293294069, "g1.centre": 11.497965160984315, "g1.normalization": -856.9877121216547, "g1.sigma": 43.9984391305037, "g2.centre": -19.961478582198037, "g2.normalization": -780.1645551908634, "g2.sigma": 30.659170607468653}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_1/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:53:07Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.7894061000006332, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.956000089645386, "setup_s": null, "total_s": 12.529035600000498}
diagnostics
{"status": "available", "values": {"ess_kish": 8.0, "ess_per_s": 0.6691201020421939, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 4, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010739999925135635, "posterior": {"background.level": {"lower_1": -0.0096378376826306, "lower_2": -0.01766105452016, "mean": 0.12490876653655685, "median": 0.003985850222495, "sigma": 0.12114456331111871, "upper_1": 0.23265128893960682, "upper_2": 0.9921667025159847}, "g0.centre": {"lower_1": 49.31950966402676, "lower_2": 49.31938508377328, "mean": 50.083273117606936, 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"upper_2": 1.0811359808442755}, "g1.sigma": {"lower_1": 15.173563599630224, "lower_2": 14.979928626134, "mean": 15.292976768314869, "median": 15.320042458213624, "sigma": 0.10759858926055621, "upper_1": 15.388760778151337, "upper_2": 15.49832624739784}, "g2.centre": {"lower_1": 49.74129694942306, "lower_2": 49.58088427302263, "mean": 50.14514535305217, "median": 50.198091268459265, "sigma": 0.4100425497091429, "upper_1": 50.561382048841345, "upper_2": 50.56152129006369}, "g2.normalization": {"lower_1": 0.9372654857454845, "lower_2": 0.9275458083531597, "mean": 0.9707707069631324, "median": 0.944884257246372, "sigma": 0.053195930956439375, "upper_1": 1.0436573476583633, "upper_2": 1.0637940577155311}, "g2.sigma": {"lower_1": 15.088878758174411, "lower_2": 15.00633459463377, "mean": 15.240377809655003, "median": 15.254161746035916, "sigma": 0.13542202154616678, "upper_1": 15.359722801266745, "upper_2": 15.49718751940302}}, "posterior_relabelled": {"background.level": {"lower_1": 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1.0917145954537222}, "g2.sigma": {"lower_1": 15.137716001032551, "lower_2": 15.10030714637026, "mean": 15.295526469648367, "median": 15.306839530202273, "sigma": 0.14371470194396174, "upper_1": 15.425145404920475, "upper_2": 15.49289183512277}}, "ppc_chi2": 186573.62563916724, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.13219041234543963, "g0.centre": 62.01345820378292, "g0.normalization": -581.5892725525227, "g0.sigma": 133.55410083924815, "g1.centre": 15.348813041192097, "g1.normalization": -1220.293247384007, "g1.sigma": 37.478077694308, "g2.centre": -46.41775606122027, "g2.normalization": -618.6439247175402, "g2.sigma": 36.92621185180869}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_2/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:53:16Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.753491600000416, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 12.87224006652832, "setup_s": null, "total_s": 13.62152530000094}
diagnostics
{"status": "available", "values": {"ess_kish": 5.999999999999999, "ess_per_s": 0.4661193365715573, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 5, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010599999950500205, "posterior": {"background.level": {"lower_1": -0.0089164593708798, "lower_2": -0.0101046979923, "mean": 0.16826994845241433, "median": 0.0057625764922400015, "sigma": 0.27803518241825737, "upper_1": 0.5471539054656349, "upper_2": 0.9990291822291961}, "g0.centre": {"lower_1": 49.01813117936798, "lower_2": 49.01806810647377, "mean": 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"upper_2": 0.9742325858124252}, "g2.sigma": {"lower_1": 15.213919131312924, "lower_2": 15.16881683686258, "mean": 15.341982214932246, "median": 15.377226756845797, "sigma": 0.10940383779197838, "upper_1": 15.43272680689688, "upper_2": 15.45397867932411}}, "ppc_chi2": 187635.94590960737, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.051207273064968375, "g0.centre": 64.13964451117815, "g0.normalization": -421.4162420157884, "g0.sigma": 87.55191125936724, "g1.centre": 14.460409195040667, "g1.normalization": -1013.5177166267223, "g1.sigma": 41.68042944589483, "g2.centre": -32.050174075122854, "g2.normalization": -1777.3348531251431, "g2.sigma": 49.15025711502108}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_3/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:53:33Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5228028999990784, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 12.408082723617554, "setup_s": null, "total_s": 13.009582200000295}
diagnostics
{"status": "available", "values": {"ess_kish": 4.999999999999999, "ess_per_s": 0.402963141959313, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 4, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010864999967452604, "posterior": {"background.level": {"lower_1": -0.01225919725886, "lower_2": -0.01636001868266, "mean": 0.1949644923920681, "median": 0.004766747567089996, "sigma": 0.3511325713727895, "upper_1": 0.690005945486719, "upper_2": 0.9831851034573704}, "g0.centre": {"lower_1": 49.242566258339714, "lower_2": 49.23666420583448, "mean": 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1.0815898075206836, "upper_2": 1.0845616072953588}, "g1.sigma": {"lower_1": 15.196230920938357, "lower_2": 15.196067307895524, "mean": 15.338159107582737, "median": 15.37827189445504, "sigma": 0.13762312412785604, "upper_1": 15.471477169194069, "upper_2": 15.48881018484156}, "g2.centre": {"lower_1": 49.34967428978794, "lower_2": 49.31514616903077, "mean": 50.23629987943875, "median": 50.47802336970173, "sigma": 0.8147056686656384, "upper_1": 50.97908562711922, "upper_2": 50.97914660261814}, "g2.normalization": {"lower_1": 0.9499212402257299, "lower_2": 0.9400691960280867, "mean": 0.9836934438858207, "median": 0.99557293430892, "sigma": 0.029085526674342332, "upper_1": 1.0080922935744145, "upper_2": 1.0127939246321362}, "g2.sigma": {"lower_1": 15.07531402131493, "lower_2": 14.96083080269173, "mean": 15.275070990960463, "median": 15.34293195079065, "sigma": 0.14573941103645094, "upper_1": 15.366792843387833, "upper_2": 15.37011910605643}}, "posterior_relabelled": {"background.level": 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1.039513895801729}, "g2.sigma": {"lower_1": 14.960869958721792, "lower_2": 14.96083080269173, "mean": 15.19708750043302, "median": 15.342441531435735, "sigma": 0.20339997631696516, "upper_1": 15.367669911355723, "upper_2": 15.37827189445504}}, "ppc_chi2": 186890.61990989328, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.04338319391264106, "g0.centre": 330.4594986138002, "g0.normalization": -1383.3621237794134, "g0.sigma": 98.90167581524476, "g1.centre": 20.991783028375632, "g1.normalization": -872.1573709184473, "g1.sigma": 61.82070036489529, "g2.centre": -33.61192576611888, "g2.normalization": -884.8376994471361, "g2.sigma": 26.265693969946316}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_4/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:53:42Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.244870099999389, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.67526912689209, "setup_s": null, "total_s": 12.173313899998902}
diagnostics
{"status": "available", "values": {"ess_kish": 14.0, "ess_per_s": 1.1991158274675886, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 6, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.975000102713238e-05, "posterior": {"background.level": {"lower_1": -0.015053704687717199, "lower_2": -0.01861487672391, "mean": 0.0723821220041928, "median": 0.0006804931331550099, "sigma": 0.016460426097661202, "upper_1": 0.017867147507605208, "upper_2": 0.9958929392377692}, "g0.centre": {"lower_1": 49.33080294453444, "lower_2": 49.222925801305834, "mean": 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"upper_2": 1.0646893093046816}, "g2.sigma": {"lower_1": 15.122458259394968, "lower_2": 14.97044183864204, "mean": 15.25633373070292, "median": 15.255301837570185, "sigma": 0.1386721780043736, "upper_1": 15.399802615403715, "upper_2": 15.4545759689823}}, "ppc_chi2": 187081.1082954867, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.1736942137597535, "g0.centre": 77.48523115431297, "g0.normalization": -428.12637158746554, "g0.sigma": 51.43425556092125, "g1.centre": 10.727277089777647, "g1.normalization": -706.2127952650475, "g1.sigma": 40.664519925926804, "g2.centre": -22.420284103796956, "g2.normalization": -708.7099864807659, "g2.sigma": 37.89730509175703}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_5/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:53:57Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.3762735000018438, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 12.08863091468811, "setup_s": null, "total_s": 44.38298600000053}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.1654447070238475, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -50601.78411284516, "max_log_posterior": -50601.78910291658, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010429999929328915, "posterior": {"background.level": {"lower_1": -0.00060906551044, "lower_2": -0.00060906551044, "mean": 0.49916013496297396, "median": 0.499160134962974, "sigma": 0.499769200473414, "upper_1": 0.998929335436388, "upper_2": 0.998929335436388}, "g0.centre": {"lower_1": 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"median": 1.0424770526381213, "sigma": 0.00868306200510982, "upper_1": 1.0511601146432312, "upper_2": 1.0511601146432312}, "g1.sigma": {"lower_1": 15.51535813005754, "lower_2": 15.51535813005754, "mean": 15.515619338305015, "median": 15.515619338305015, "sigma": 0.0002612082474744426, "upper_1": 15.51588054655249, "upper_2": 15.51588054655249}, "g2.centre": {"lower_1": 50.72720030269211, "lower_2": 50.72720030269211, "mean": 50.72730081561791, "median": 50.72730081561791, "sigma": 0.00010051292579404958, "upper_1": 50.7274013285437, "upper_2": 50.7274013285437}, "g2.normalization": {"lower_1": 0.9993051381093305, "lower_2": 0.9993051381093305, "mean": 1.0080352196608564, "median": 1.0080352196608564, "sigma": 0.008730081551525881, "upper_1": 1.0167653012123823, "upper_2": 1.0167653012123823}, "g2.sigma": {"lower_1": 15.158965363698067, "lower_2": 15.158965363698067, "mean": 15.159218119967079, "median": 15.159218119967079, "sigma": 0.0002527562690115559, "upper_1": 15.15947087623609, 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1.0080352196608564, "sigma": 0.008730081551525881, "upper_1": 1.0167653012123823, "upper_2": 1.0167653012123823}, "g2.sigma": {"lower_1": 15.158965363698067, "lower_2": 15.158965363698067, "mean": 15.159218119967079, "median": 15.159218119967079, "sigma": 0.0002527562690115559, "upper_1": 15.15947087623609, "upper_2": 15.15947087623609}}, "ppc_chi2": 101663.55568402301, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.9587628339423122, "g0.centre": 361263.9287102144, "g0.normalization": -3272.0776388792397, "g0.sigma": 50093.755350509105, "g1.centre": 56193.709836342256, "g1.normalization": -5638.278630113581, "g1.sigma": 36429.24536383964, "g2.centre": -92253.7983162663, "g2.normalization": -4466.391814349542, "g2.sigma": 20411.83049640285}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_6/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:54:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.4449288000032539, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.243628978729248, "setup_s": null, "total_s": 11.868792099998245}
diagnostics
{"status": "available", "values": {"ess_kish": 4.999999999999999, "ess_per_s": 0.4446962817306604, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 4, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010430000111227855, "posterior": {"background.level": {"lower_1": 0.003024107204906, "lower_2": 0.00135415772555, "mean": 0.012778599701586, "median": 0.015815863151989996, "sigma": 0.008438526807627, "upper_1": 0.01990116082016, "upper_2": 0.01990116082016}, "g0.centre": {"lower_1": 49.24217720834434, "lower_2": 49.24217720834434, "mean": 49.900035687167026, 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{"lower_1": 15.043172626992229, "lower_2": 15.01506932081036, "mean": 15.183239222135555, "median": 15.10874700808326, "sigma": 0.18687757652461734, "upper_1": 15.416927780041464, "upper_2": 15.529594869828}}, "ppc_chi2": 185137.81158483555, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.4958373592210731, "g0.centre": 78.30335286856939, "g0.normalization": -536.1244298320897, "g0.sigma": 89.02658507140129, "g1.centre": 7.395723619146986, "g1.normalization": -1218.3506168251843, "g1.sigma": 56.47382610400838, "g2.centre": -22.207238595512326, "g2.normalization": -577.4180896125357, "g2.sigma": 27.33739971959817}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_7/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:54:21Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.3691618000011658, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.564369678497314, "setup_s": null, "total_s": 12.047185200000968}
diagnostics
{"status": "available", "values": {"ess_kish": 5.999999999999999, "ess_per_s": 0.518835022297527, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 4, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010739999925135635, "posterior": {"background.level": {"lower_1": -0.0060316329481456, "lower_2": -0.00637518810661, "mean": 0.003190422386773333, "median": 0.004879273240790002, "sigma": 0.0083871042786574, "upper_1": 0.0107425756091692, "upper_2": 0.01130404129481}, "g0.centre": {"lower_1": 49.69680988311932, "lower_2": 49.6582378724325, "mean": 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1.0302640009390354, "upper_2": 1.0383627664860542}, "g1.sigma": {"lower_1": 15.03810108874702, "lower_2": 15.03810108874702, "mean": 15.162363787639134, "median": 15.128601854957076, "sigma": 0.14611879857412724, "upper_1": 15.330338685895274, "upper_2": 15.44476675273786}, "g2.centre": {"lower_1": 49.199424969874016, "lower_2": 49.0476722814515, "mean": 50.00952546859578, "median": 49.925768526878834, "sigma": 0.8453810266053523, "upper_1": 50.89018702308472, "upper_2": 50.89018702308472}, "g2.normalization": {"lower_1": 0.9209386147964409, "lower_2": 0.9164018541238503, "mean": 1.0048039686880446, "median": 1.0314291132443414, "sigma": 0.07103582707109468, "upper_1": 1.0630102689386303, "upper_2": 1.0786570751369302}, "g2.sigma": {"lower_1": 15.267460016848364, "lower_2": 15.25162774156996, "mean": 15.33463232870945, "median": 15.29799868372686, "sigma": 0.08824431563302149, "upper_1": 15.443948648114407, "upper_2": 15.52315009284749}}, "posterior_relabelled": {"background.level": 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50.01167044809583, "sigma": 0.35989165037569393, "upper_1": 50.58065830204036, "upper_2": 50.58065830204036}, "g1.normalization": {"lower_1": 0.9511659756074912, "lower_2": 0.94152924309761, "mean": 0.9906370057734497, "median": 0.9903473045161826, "sigma": 0.0395490126657721, "upper_1": 1.0302640009390354, "upper_2": 1.0383627664860542}, "g1.sigma": {"lower_1": 15.03810108874702, "lower_2": 15.03810108874702, "mean": 15.160742138346603, "median": 15.14357302597684, "sigma": 0.1332424353350241, "upper_1": 15.304585959417068, "upper_2": 15.35097303907992}, "g2.centre": {"lower_1": 50.08350831309308, "lower_2": 50.01029862836646, "mean": 50.55670500344327, "median": 50.69005361461058, "sigma": 0.40333935499582196, "upper_1": 50.89018702308472, "upper_2": 50.89018702308472}, "g2.normalization": {"lower_1": 0.9160789375752243, "lower_2": 0.9158038605152836, "mean": 0.9965579303351217, "median": 1.0061092273222232, "sigma": 0.07660416148657179, "upper_1": 1.0692872605483679, "upper_2": 1.0902811336734815}, "g2.sigma": {"lower_1": 15.205425342692765, "lower_2": 15.16606774364923, "mean": 15.292672620127007, "median": 15.29799868372686, "sigma": 0.08440869572487841, "upper_1": 15.374242734142522, "upper_2": 15.40956268526891}}, "ppc_chi2": 187503.88424122336, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.8028542697015935, "g0.centre": 88.56030805517277, "g0.normalization": -346.8998666469417, "g0.sigma": 77.90426344326954, "g1.centre": 13.925497973804346, "g1.normalization": -1239.213052160452, "g1.sigma": 68.62358079080651, "g2.centre": -23.08216708851994, "g2.normalization": -509.0309718945642, "g2.sigma": 62.76602947396734}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_8/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:54:44Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5940961000014795, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 12.380045652389526, "setup_s": null, "total_s": 13.176392600002146}
diagnostics
{"status": "available", "values": {"ess_kish": 3.0, "ess_per_s": 0.2423254391974683, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 2, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.485000009590294e-05, "posterior": {"background.level": {"lower_1": -0.01609216888739, "lower_2": -0.01609216888739, "mean": 0.318698987828936, "median": -0.01126717396748, "sigma": 0.49977423761453404, "upper_1": 0.9834563063416781, "upper_2": 0.9834563063416781}, "g0.centre": {"lower_1": 49.46452175401699, "lower_2": 49.46452175401699, "mean": 49.64532589098223, "median": 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"upper_2": 0.9667041796480684}, "g1.sigma": {"lower_1": 15.31462727426323, "lower_2": 15.31462727426323, "mean": 15.44823871626905, "median": 15.514805229909609, "sigma": 0.10032818518553999, "upper_1": 15.51528364463431, "upper_2": 15.51528364463431}, "g2.centre": {"lower_1": 49.0626132669972, "lower_2": 49.0626132669972, "mean": 50.209130039584025, "median": 50.78228183837485, "sigma": 0.8599408731914124, "upper_1": 50.78249501338002, "upper_2": 50.78249501338002}, "g2.normalization": {"lower_1": 1.0806883121983688, "lower_2": 1.0806883121983688, "mean": 1.088923323336287, "median": 1.088161549442484, "sigma": 0.008615898084819551, "upper_1": 1.097920108368008, "upper_2": 1.097920108368008}, "g2.sigma": {"lower_1": 15.34300922702032, "lower_2": 15.34300922702032, "mean": 15.386086312744464, "median": 15.407357699750678, "sigma": 0.03244139222103559, "upper_1": 15.40789201146239, "upper_2": 15.40789201146239}}, "posterior_relabelled": {"background.level": {"lower_1": 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1.097920108368008}, "g2.sigma": {"lower_1": 15.33685930293257, "lower_2": 15.33685930293257, "mean": 15.384036338048546, "median": 15.407357699750678, "sigma": 0.03551635426491018, "upper_1": 15.40789201146239, "upper_2": 15.40789201146239}}, "ppc_chi2": 188937.23814034686, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.06256259649701222, "g0.centre": 73.48672743075264, "g0.normalization": -1367.1657942371587, "g0.sigma": 1050.044305664269, "g1.centre": 23.498671172371765, "g1.normalization": -5655.906555204162, "g1.sigma": 94.83681193189719, "g2.centre": -13.987716512670422, "g2.normalization": -1604.3483655152436, "g2.sigma": 152.2497962324105}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_9/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:55:04Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.06874942779541, "setup_s": null, "total_s": 5.31315320000067}
diagnostics
{"status": "available", "values": {"ess_kish": 55.000000000000036, "ess_per_s": 10.850802704587748, "evals_to_target_basis": "observed", "label_permutations_found": 6, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0009454000010009622, "posterior": {"background.level": {"lower_1": -0.00098657745987, "lower_2": -0.019504858423417502, "mean": 0.6549848389400066, "median": 0.9985535350662154, "sigma": 0.5940893413090672, "upper_1": 1.1871921051582643, "upper_2": 1.1871921064082642}, "g0.centre": {"lower_1": 49.723530736065364, "lower_2": 49.32265586205649, "mean": 49.79503263718568, "median": 49.723759457517545, "sigma": 0.00019587074626414847, "upper_1": 49.72392247755789, "upper_2": 50.76781567292614}, "g0.normalization": {"lower_1": 0.9737727974647732, "lower_2": 0.9184917030853469, "mean": 0.9895429542030718, "median": 0.9914130121780618, "sigma": 0.015033997101698726, "upper_1": 1.0038407916681706, "upper_2": 1.0614174136441648}, "g0.sigma": {"lower_1": 15.161205971223543, "lower_2": 15.018816429506414, "mean": 15.172657576557608, "median": 15.1619042378653, "sigma": 0.0006011525917530847, "upper_1": 15.16240827640705, "upper_2": 15.419933514025429}, "g1.centre": {"lower_1": 50.46019269938003, "lower_2": 49.57500783934331, "mean": 50.420922608867684, "median": 50.460451357397595, "sigma": 0.00022167635688319365, "upper_1": 50.4606360520938, "upper_2": 50.680254653926376}, "g1.normalization": {"lower_1": 0.9688148193288053, "lower_2": 0.9136419236202425, "mean": 0.9813144310945404, "median": 0.986255321750388, "sigma": 0.014797329301356243, "upper_1": 0.9984094779315178, "upper_2": 1.0134103678400566}, "g1.sigma": {"lower_1": 15.293265283298469, "lower_2": 15.023729076946283, "mean": 15.293025744255695, "median": 15.293944214503943, "sigma": 0.0005849159060957732, "upper_1": 15.29443511511066, "upper_2": 15.516556032385036}, "g2.centre": {"lower_1": 50.755100834144606, "lower_2": 49.178458976644045, "mean": 50.638553284675794, "median": 50.75538333114188, "sigma": 0.00024222067591850305, "upper_1": 50.75558527549644, "upper_2": 50.895939841038306}, "g2.normalization": {"lower_1": 1.003150504961225, "lower_2": 0.9647519013255614, "mean": 1.0164982087163246, "median": 1.0205678252866317, "sigma": 0.014769516806476757, "upper_1": 1.0326895385741786, "upper_2": 1.0395932179802074}, "g2.sigma": {"lower_1": 15.225674680860074, "lower_2": 15.062657775178575, "mean": 15.225783059760605, "median": 15.226373682060188, "sigma": 0.0006022834766934437, "upper_1": 15.22687924781346, "upper_2": 15.504674130256012}}, "posterior_relabelled": {"background.level": {"lower_1": -0.00098657745987, "lower_2": -0.019504858423417502, "mean": 0.6549848389400066, "median": 0.9985535350662154, "sigma": 0.5940893413090672, "upper_1": 1.1871921051582643, "upper_2": 1.1871921064082642}, "g0.centre": {"lower_1": 49.723530736065364, "lower_2": 49.178458976644045, "mean": 49.71646395857615, "median": 49.723759457517545, "sigma": 0.00019587074626414847, "upper_1": 49.72392247755789, "upper_2": 50.46918627287041}, "g0.normalization": {"lower_1": 0.9737727974647732, "lower_2": 0.9669659634808917, "mean": 0.9920761583653562, "median": 0.9914130121780618, "sigma": 0.015033997101698726, "upper_1": 1.0038407916681706, "upper_2": 1.0395932179802074}, "g0.sigma": {"lower_1": 15.161205971223543, "lower_2": 15.041692070854124, "mean": 15.166070298331574, "median": 15.1619042378653, "sigma": 0.0006011525917530847, "upper_1": 15.16240827640705, "upper_2": 15.351022576936131}, "g1.centre": {"lower_1": 50.46019269938003, "lower_2": 49.763460161144096, "mean": 50.412002001139726, "median": 50.460451357397595, "sigma": 0.00022167635688319365, "upper_1": 50.4606360520938, "upper_2": 50.71219196793378}, "g1.normalization": {"lower_1": 0.9688148193288053, "lower_2": 0.913727613435762, "mean": 0.9822860969199304, "median": 0.986255321750388, "sigma": 0.014797329301356243, "upper_1": 0.9984094779315178, "upper_2": 1.056405220183499}, "g1.sigma": {"lower_1": 15.293265283298469, "lower_2": 15.130725838633538, "mean": 15.29778700527529, "median": 15.293944214503943, "sigma": 0.0005849159060957732, "upper_1": 15.29443511511066, "upper_2": 15.528553152786468}, "g2.centre": {"lower_1": 50.755100834144606, "lower_2": 50.12870629824574, "mean": 50.726042571013274, "median": 50.75538333114188, "sigma": 0.00024222067591850305, "upper_1": 50.75558527549644, "upper_2": 50.901898116062}, "g2.normalization": {"lower_1": 1.003150504961225, "lower_2": 0.936999976994797, "mean": 1.01299333872865, "median": 1.0205678252866317, "sigma": 0.014769516806476757, "upper_1": 1.0326895385741786, "upper_2": 1.0367097463621733}, "g2.sigma": {"lower_1": 15.225674680860074, "lower_2": 15.016418682396607, "mean": 15.227609076967045, "median": 15.226373682060188, "sigma": 0.0006022834766934437, "upper_1": 15.22687924781346, "upper_2": 15.503422294142482}}, "ppc_chi2": 101695.79572568362, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 1.6471487822184907, "g0.centre": 126224.86986482116, "g0.normalization": -1929.5325648655466, "g0.sigma": 20230.976967759027, "g1.centre": 24632.53832827482, "g1.normalization": -3312.3372251881474, "g1.sigma": 15889.36822822898, "g2.centre": -38166.09227846652, "g2.normalization": -2639.1812735281924, "g2.sigma": 8677.597650118434}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_0/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:38:37Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -93106.572 vs ref MAP 186.668", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -93106.572 vs ref MAP 186.668", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -93106.572 vs ref MAP 186.668 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.958038568496704, "setup_s": null, "total_s": 47.26345769999898}
diagnostics
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"mean": 15.325384636219905, "median": 15.32553200973484, "sigma": 0.0002344592283014535, "upper_1": 15.32553200973484, "upper_2": 15.32553201973484}}, "ppc_chi2": 186673.4096031226, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.023323324312247647, "g0.centre": 332693.5593075057, "g0.normalization": -3300.864184563131, "g0.sigma": 51904.38909291281, "g1.centre": 55249.231970585104, "g1.normalization": -5592.842750855597, "g1.sigma": 35159.66647612827, "g2.centre": -93971.46395748903, "g2.normalization": -4493.181335180236, "g2.sigma": 22714.107046738176}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_1/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:51:55Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.270204067230225, "setup_s": null, "total_s": 6.865790799998649}
diagnostics
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0.9600425145468163, "median": 0.9531210886629635, "sigma": 0.01505480358547795, "upper_1": 0.9655948225388848, "upper_2": 1.0558631323389704}, "g0.sigma": {"lower_1": 15.275625784916587, "lower_2": 15.035657028132931, "mean": 15.26719459427077, "median": 15.276300040433526, "sigma": 0.0005798000207564158, "upper_1": 15.2767853849581, "upper_2": 15.387992310900488}, "g1.centre": {"lower_1": 49.76240279232714, "lower_2": 49.1652110052478, "mean": 49.83025898115623, "median": 49.76263379305435, "sigma": 0.00019763559084040594, "upper_1": 49.76279806350882, "upper_2": 50.726417283772975}, "g1.normalization": {"lower_1": 0.9851082136982231, "lower_2": 0.9242923530383348, "mean": 0.9996357335349073, "median": 1.0026700636401606, "sigma": 0.01496662085711481, "upper_1": 1.0150414554124527, "upper_2": 1.0611083192172366}, "g1.sigma": {"lower_1": 15.271233802509544, "lower_2": 14.991776121564108, "mean": 15.271300664501297, "median": 15.27193672951495, "sigma": 0.000604749622293177, "upper_1": 15.27244330175413, "upper_2": 15.429923928819981}, "g2.centre": {"lower_1": 50.107518612065576, "lower_2": 49.376389596230936, "mean": 50.08103663473942, "median": 50.107784735483406, "sigma": 0.00022783387675318068, "upper_1": 50.10797427981908, "upper_2": 50.39051110946231}, "g2.normalization": {"lower_1": 1.0452309007074905, "lower_2": 0.937512518686561, "mean": 1.0524306801064596, "median": 1.0628674192394314, "sigma": 0.01505435223510354, "upper_1": 1.0753396051776976, "upper_2": 1.077323379447707}, "g2.sigma": {"lower_1": 15.01101175220502, "lower_2": 15.01101175220502, "mean": 15.04485854597234, "median": 15.011759652572435, "sigma": 0.0006431907093000788, "upper_1": 15.01229813362362, "upper_2": 15.416013517749981}}, "posterior_relabelled": {"background.level": {"lower_1": -0.00318456216378, "lower_2": -0.0141869596383455, "mean": 0.6656081809109874, "median": 0.996349652261349, "sigma": 0.5950879025254513, "upper_1": 1.1869912428871225, "upper_2": 1.1869912443871224}, "g0.centre": {"lower_1": 49.27687052294, "lower_2": 49.11229398159994, "mean": 49.30249494564991, "median": 49.27706871312174, "sigma": 0.0001693947921452832, "upper_1": 49.27720931252429, "upper_2": 49.93504401319836}, "g0.normalization": {"lower_1": 0.935485215367929, "lower_2": 0.9323444690273088, "mean": 0.9588482047915118, "median": 0.9531210886629635, "sigma": 0.01505480358547795, "upper_1": 0.9655948225388848, "upper_2": 1.089220232714919}, "g0.sigma": {"lower_1": 15.275625784916587, "lower_2": 15.037600305369534, "mean": 15.282230722972958, "median": 15.276300040433526, "sigma": 0.0005798000207564158, "upper_1": 15.2767853849581, "upper_2": 15.453035574980634}, "g1.centre": {"lower_1": 49.76240279232714, "lower_2": 49.415487899537304, "mean": 49.80943822554465, "median": 49.76263379305435, "sigma": 0.00019763559084040594, "upper_1": 49.76279806350882, "upper_2": 50.6389808466937}, "g1.normalization": {"lower_1": 0.9851082136982231, "lower_2": 0.9285093930054065, "mean": 0.9995311714868456, "median": 1.0026700636401606, "sigma": 0.01496662085711481, "upper_1": 1.0150414554124527, "upper_2": 1.049705318723505}, "g1.sigma": {"lower_1": 15.271233802509544, "lower_2": 15.04657907907329, "mean": 15.260212346203634, "median": 15.27193672951495, "sigma": 0.000604749622293177, "upper_1": 15.27244330175413, "upper_2": 15.339839360878496}, "g2.centre": {"lower_1": 50.107518612065576, "lower_2": 50.107518612065576, "mean": 50.17296433743907, "median": 50.107784735483406, "sigma": 0.00022783817675531282, "upper_1": 50.107974288419086, "upper_2": 50.83290574455596}, "g2.normalization": {"lower_1": 1.0452309007074905, "lower_2": 0.9367683351629601, "mean": 1.0537295519098258, "median": 1.0628674192394314, "sigma": 0.01505435223510354, "upper_1": 1.0753396051776976, "upper_2": 1.0753396066776975}, "g2.sigma": {"lower_1": 15.01101175220502, "lower_2": 15.008428891675399, "mean": 15.040910735567811, "median": 15.011759652572435, "sigma": 0.000643186409299723, "upper_1": 15.01229812502362, "upper_2": 15.429923928819981}}, "ppc_chi2": 101663.15930072706, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 1.6406813986940214, "g0.centre": 143316.4999092786, "g0.normalization": -1929.409357379861, "g0.sigma": 21173.33494472401, "g1.centre": 24098.057302342146, "g1.normalization": -3273.773713126939, "g1.sigma": 15331.860306677467, "g2.centre": -43417.724831692074, "g2.normalization": -2586.4369301767415, "g2.sigma": 7792.079527969268}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_2/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:51:15Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -50735.795 vs ref MAP 186.668", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -50735.795 vs ref MAP 186.668", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -50735.795 vs ref MAP 186.668 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.6285240650177, "setup_s": null, "total_s": 47.91288179999901}
diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_3/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:52:11Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 8.367263793945312, "setup_s": null, "total_s": 9.059081399998831}
diagnostics
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0.9625076430698659, "median": 0.9617960884332756, "sigma": 0.014979199975120094, "upper_1": 0.9743583041385359, "upper_2": 1.0100833159552645}, "g0.sigma": {"lower_1": 15.541904051810908, "lower_2": 15.281264889772563, "mean": 15.529101305875722, "median": 15.542584324679177, "sigma": 0.0005798146062856446, "upper_1": 15.54306368102348, "upper_2": 15.543063683773479}, "g1.centre": {"lower_1": 49.73415859551516, "lower_2": 49.65966771130119, "mean": 49.75859598197125, "median": 49.73437535689874, "sigma": 0.0001835511679750823, "upper_1": 49.73452569785111, "upper_2": 50.38805150079278}, "g1.normalization": {"lower_1": 0.9270903529512247, "lower_2": 0.9270903529512247, "mean": 0.946034209638176, "median": 0.9444786924817979, "sigma": 0.014969106565363988, "upper_1": 0.9570285660819526, "upper_2": 1.0058849830408152}, "g1.sigma": {"lower_1": 15.426877759760927, "lower_2": 15.086331666207476, "mean": 15.410630149500685, "median": 15.42754351189956, "sigma": 0.0005671573867660484, "upper_1": 15.42801207453446, "upper_2": 15.428012077284459}, "g2.centre": {"lower_1": 50.83622761526823, "lower_2": 49.24835743327725, "mean": 50.744448927401685, "median": 50.836527683721755, "sigma": 0.00025456937486723064, "upper_1": 50.83673675401796, "upper_2": 50.83673675676796}, "g2.normalization": {"lower_1": 1.043794586560576, "lower_2": 0.9997324745702212, "mean": 1.056679179997681, "median": 1.0610746229654264, "sigma": 0.014837622224853964, "upper_1": 1.073469831010284, "upper_2": 1.073469833760284}, "g2.sigma": {"lower_1": 15.247399248137043, "lower_2": 15.094334534147876, "mean": 15.241493967765729, "median": 15.248132629824925, "sigma": 0.0006251519978981435, "upper_1": 15.24864955213284, "upper_2": 15.254679106760463}}, "posterior_relabelled": {"background.level": {"lower_1": -0.01950539962617, "lower_2": -0.01950539962617, "mean": 0.7215514268349201, "median": 0.9800423063899019, "sigma": 0.6034983499882718, "upper_1": 1.1874913003503735, "upper_2": 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0.9270903529512247, "mean": 0.9451000694615421, "median": 0.9444786924817979, "sigma": 0.014969106565363988, "upper_1": 0.9570285660819526, "upper_2": 0.976426243957607}, "g1.sigma": {"lower_1": 15.426877759760927, "lower_2": 15.080533132943174, "mean": 15.409535350805402, "median": 15.42754351189956, "sigma": 0.0005671573867660484, "upper_1": 15.42801207453446, "upper_2": 15.428012077284459}, "g2.centre": {"lower_1": 50.83622761526823, "lower_2": 50.49046638242848, "mean": 50.81760538543537, "median": 50.836527683721755, "sigma": 0.00025456937486723064, "upper_1": 50.83673675401796, "upper_2": 50.83673675676796}, "g2.normalization": {"lower_1": 1.043794586560576, "lower_2": 0.9968626167556737, "mean": 1.0571871677998055, "median": 1.0610746229654264, "sigma": 0.014837622224853964, "upper_1": 1.073469831010284, "upper_2": 1.0746474343185017}, "g2.sigma": {"lower_1": 15.247399248137043, "lower_2": 15.078061312992212, "mean": 15.243022767409414, "median": 15.248132629824925, "sigma": 0.0006251519978981435, "upper_1": 15.24864955213284, "upper_2": 15.277853193474787}}, "ppc_chi2": 102210.72305879247, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 1.590795246430349, "g0.centre": 143208.22625877225, "g0.normalization": -1938.5684121847712, "g0.sigma": 21632.05995279825, "g1.centre": 25793.218365907895, "g1.normalization": -3277.11751488392, "g1.sigma": 16622.44684082446, "g2.centre": -35995.97288973745, "g2.normalization": -2624.337295217652, "g2.sigma": 8394.97057910708}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_4/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:52:12Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.120396852493286, "setup_s": null, "total_s": 6.557287499999802}
diagnostics
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1.072147906229164, "sigma": 0.008785682375534565, "upper_1": 1.089719270980233, "upper_2": 1.089719276980233}, "g1.sigma": {"lower_1": 15.381703280808368, "lower_2": 15.381703280808368, "mean": 15.385103062060637, "median": 15.38225718059696, "sigma": 0.00027694989429605243, "upper_1": 15.38225718059696, "upper_2": 15.447383944817062}, "g2.centre": {"lower_1": 50.849620319102996, "lower_2": 50.834688886969026, "mean": 50.849074564307564, "median": 50.84983859066917, "sigma": 0.0001091357830880213, "upper_1": 50.84983859066917, "upper_2": 50.84983860066917}, "g2.normalization": {"lower_1": 1.065254213455253, "lower_2": 1.0026269064686903, "mean": 1.0676779233302556, "median": 1.065254213455253, "sigma": 0.008710562294441004, "upper_1": 1.082675338044135, "upper_2": 1.082675344044135}, "g2.sigma": {"lower_1": 15.24842390808033, "lower_2": 15.24842390808033, "mean": 15.249182063289556, "median": 15.24896136612262, "sigma": 0.00026872902114494224, "upper_1": 15.24896136612262, "upper_2": 15.257275634007627}}, "ppc_chi2": 186666.41701668242, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.03138424204324218, "g0.centre": 338931.9280031254, "g0.normalization": -3281.4731387931297, "g0.sigma": 49337.233575238686, "g1.centre": 53140.48592027707, "g1.normalization": -5569.044042614143, "g1.sigma": 33877.09247712355, "g2.centre": -83841.99160371577, "g2.normalization": -4469.831506904269, "g2.sigma": 19532.543763821956}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_5/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:52:25Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.90315055847168, "setup_s": null, "total_s": 7.540862599998945}
diagnostics
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1.0657524719955074, "median": 1.0715993772341796, "sigma": 0.01527165302504252, "upper_1": 1.0844986284437539, "upper_2": 1.084498631443754}, "g0.sigma": {"lower_1": 15.12958692969458, "lower_2": 15.12958692969458, "mean": 15.140934397594556, "median": 15.130360534957148, "sigma": 0.0006590159348442981, "upper_1": 15.13090496156427, "upper_2": 15.360858583177464}, "g1.centre": {"lower_1": 49.22474139946445, "lower_2": 49.22474139946445, "mean": 49.23101123555489, "median": 49.22493275442644, "sigma": 0.00016194494030941087, "upper_1": 49.22506528934507, "upper_2": 49.32064605903376}, "g1.normalization": {"lower_1": 0.9183374166721625, "lower_2": 0.9183374166721625, "mean": 0.9369419340745231, "median": 0.9357660297549782, "sigma": 0.015013440066079353, "upper_1": 0.9483642968043212, "upper_2": 0.9848689670762731}, "g1.sigma": {"lower_1": 15.503346548918852, "lower_2": 15.307471835927698, "mean": 15.492360744193185, "median": 15.50401013304355, "sigma": 0.0005654923458386918, "upper_1": 15.50447753361053, "upper_2": 15.50447753661053}, "g2.centre": {"lower_1": 50.31802970587386, "lower_2": 50.216899423807405, "mean": 50.31177052737962, "median": 50.31827572216337, "sigma": 0.00020850801334049152, "upper_1": 50.31844672190054, "upper_2": 50.326120953748465}, "g2.normalization": {"lower_1": 0.943131545091811, "lower_2": 0.943131545091811, "mean": 0.9590864123559341, "median": 0.9604452264447243, "sigma": 0.014874084722223957, "upper_1": 0.9728797145362589, "upper_2": 0.9739244114943347}, "g2.sigma": {"lower_1": 15.379040114401771, "lower_2": 15.33867727094377, "mean": 15.377463385105678, "median": 15.379709207319388, "sigma": 0.0005702133645995033, "upper_1": 15.38018054113097, "upper_2": 15.388774072349802}}, "posterior_relabelled": {"background.level": {"lower_1": -0.01911811347895, "lower_2": -0.01911811347895, "mean": 0.7371100511252683, "median": 0.9804239621283717, "sigma": 0.6033040214686656, "upper_1": 1.1874899294583812, "upper_2": 1.1874899324583812}, 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0.9354443152736164, "median": 0.9357660297549782, "sigma": 0.015013440066079353, "upper_1": 0.9483642968043212, "upper_2": 0.9581116949403167}, "g1.sigma": {"lower_1": 15.503346548918852, "lower_2": 15.359527126164817, "mean": 15.496585384711892, "median": 15.50401013304355, "sigma": 0.0005654923458386918, "upper_1": 15.50447753361053, "upper_2": 15.50447753661053}, "g2.centre": {"lower_1": 50.31802970587386, "lower_2": 50.260257962326854, "mean": 50.32820548266193, "median": 50.31827572216337, "sigma": 0.00020850801334049152, "upper_1": 50.31844672190054, "upper_2": 50.51942577129418}, "g2.normalization": {"lower_1": 0.943131545091811, "lower_2": 0.9356109604663313, "mean": 0.9592058293129613, "median": 0.9604452264447243, "sigma": 0.014874084722223957, "upper_1": 0.9728797145362589, "upper_2": 0.985312175611189}, "g2.sigma": {"lower_1": 15.379040114401771, "lower_2": 15.362667348063988, "mean": 15.379899219488536, "median": 15.379709207319388, "sigma": 0.0005702133645995033, "upper_1": 15.38018054113097, "upper_2": 15.399860010342733}}, "ppc_chi2": 102148.5683558067, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 1.5919402622086685, "g0.centre": 131546.30502838996, "g0.normalization": -1894.2547067648086, "g0.sigma": 18406.778794845253, "g1.centre": 26088.698704351697, "g1.normalization": -3268.020770342861, "g1.sigma": 16806.61144749534, "g2.centre": -46433.343844806914, "g2.normalization": -2624.6693832007513, "g2.sigma": 9434.554749690751}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_6/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:52:27Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 7.1200034618377686, "setup_s": null, "total_s": 7.6342595999994955}
diagnostics
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15.09977396877885, "upper_2": 15.457672444843253}}, "ppc_chi2": 185075.43877965657, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.008601894956189238, "g0.centre": 64.53279315665927, "g0.normalization": -1694.2644267205662, "g0.sigma": 428.9966960248449, "g1.centre": 56313.611557702396, "g1.normalization": -5567.265644024411, "g1.sigma": 2237.951232706028, "g2.centre": -261.3017442340935, "g2.normalization": -4423.3316194096205, "g2.sigma": 19688.668297514345}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_7/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:52:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.682949542999268, "setup_s": null, "total_s": 7.215508900000714}
diagnostics
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0.9925347036265146, "median": 0.9827793744207349, "sigma": 0.008831542203518339, "upper_1": 1.0004424588277716, "upper_2": 1.0874783576811127}, "g0.sigma": {"lower_1": 15.451307054195258, "lower_2": 15.09528085269811, "mean": 15.425771660118148, "median": 15.45182144805082, "sigma": 0.0002571969277811448, "upper_1": 15.45182144805082, "upper_2": 15.451821458050821}, "g1.centre": {"lower_1": 49.15418494584469, "lower_2": 49.15418494584469, "mean": 49.30682477301061, "median": 49.15433558693537, "sigma": 7.532554533895564e-05, "upper_1": 49.15433559693537, "upper_2": 50.93583131922028}, "g1.normalization": {"lower_1": 1.0235911135423426, "lower_2": 0.9438038558382358, "mean": 1.0248747834936254, "median": 1.0235911135423426, "sigma": 0.008860859986255076, "upper_1": 1.0413128335148527, "upper_2": 1.056117645479782}, "g1.sigma": {"lower_1": 15.308487694356916, "lower_2": 15.202853359855174, "mean": 15.313862920462505, "median": 15.30902498091366, "sigma": 0.0002686432783720605, "upper_1": 15.30902498091366, "upper_2": 15.474999582131947}, "g2.centre": {"lower_1": 50.020084454120415, "lower_2": 49.20578019104654, "mean": 49.96999326416453, "median": 50.02026945403203, "sigma": 9.24999558087336e-05, "upper_1": 50.02026945403203, "upper_2": 50.40808986055848}, "g2.normalization": {"lower_1": 1.0266417971667587, "lower_2": 0.9423430124530778, "mean": 1.0271675354771421, "median": 1.0266417971667587, "sigma": 0.008872543567947533, "upper_1": 1.0443868843026538, "upper_2": 1.0613257414873107}, "g2.sigma": {"lower_1": 14.99340772220684, "lower_2": 14.992226195251906, "mean": 15.025922672984372, "median": 14.99394370399823, "sigma": 0.0002679913956953328, "upper_1": 14.99394370499823, "upper_2": 15.497778088269795}}, "posterior_relabelled": {"background.level": {"lower_1": 0.0095506099589, "lower_2": -0.006956554489205001, "mean": 0.28385700420226945, "median": 0.0095506099589, "sigma": 0.4997644822866648, "upper_1": 1.0090795745322296, "upper_2": 1.0090795795322296}, 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1.029302655124045, "median": 1.0235911135423426, "sigma": 0.008860859986255076, "upper_1": 1.0413128335148527, "upper_2": 1.0771489995019996}, "g1.sigma": {"lower_1": 15.308487694356916, "lower_2": 15.186194138872871, "mean": 15.31182321377257, "median": 15.30902498091366, "sigma": 0.0002686432783720605, "upper_1": 15.30902498091366, "upper_2": 15.474999582131947}, "g2.centre": {"lower_1": 50.020084454120415, "lower_2": 49.8849603469023, "mean": 50.078641089441945, "median": 50.02026945403203, "sigma": 9.250045580699862e-05, "upper_1": 50.02026945503203, "upper_2": 50.94245631362617}, "g2.normalization": {"lower_1": 1.0266417971667587, "lower_2": 0.9501428818303868, "mean": 1.026509002649302, "median": 1.0266417971667587, "sigma": 0.008872543567947533, "upper_1": 1.0443868843026538, "upper_2": 1.0641540457241723}, "g2.sigma": {"lower_1": 14.99340772220684, "lower_2": 14.99340772220684, "mean": 15.027162404079718, "median": 14.99394370399823, "sigma": 0.00026799589569570514, "upper_1": 14.993943713998231, "upper_2": 15.420088973758954}}, "ppc_chi2": 185981.8652232511, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.02090862878708182, "g0.centre": 344436.06517667964, "g0.normalization": -3285.634598906099, "g0.sigma": 48413.5699266454, "g1.centre": 55151.749227189415, "g1.normalization": -5527.274887813331, "g1.sigma": 34651.99292282692, "g2.centre": -107888.44723955293, "g2.normalization": -4392.580087589118, "g2.sigma": 18634.403676348025}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_8/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:52:41Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)", "status": "failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: non-finite result (max_log_likelihood=inf, max_log_posterior=inf) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 6.283073663711548, "setup_s": null, "total_s": 6.717486000001372}
diagnostics
{"status": "available", "values": {"ess_kish": 37.0, "ess_per_s": 5.888837530856402, "evals_to_target_basis": "observed", "label_permutations_found": 3, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0009429500023543369, "posterior": {"background.level": {"lower_1": 0.01965121532078, "lower_2": -0.010273810772461001, "mean": 0.3152830076831089, "median": 0.01965121532078, "sigma": 0.49976587293153696, "upper_1": 1.0191829611838539, "upper_2": 1.019182966933854}, "g0.centre": {"lower_1": 49.33705301476408, "lower_2": 49.33705301476408, "mean": 49.405217381543444, "median": 49.33722256557855, "sigma": 8.47754072346163e-05, "upper_1": 49.33722256557855, "upper_2": 50.61733920594347}, "g0.normalization": {"lower_1": 1.09385246929126, "lower_2": 0.9863503748528899, "mean": 1.0933657672017714, 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"upper_2": 15.49060877886564}, "g2.centre": {"lower_1": 50.377758252022645, "lower_2": 49.71508937624024, "mean": 50.362246808216845, "median": 50.3779515882403, "sigma": 9.66681088279131e-05, "upper_1": 50.3779515882403, "upper_2": 50.707835275925156}, "g2.normalization": {"lower_1": 1.0021649033594016, "lower_2": 0.956024544263127, "mean": 1.0055987195973353, "median": 1.0021649033594016, "sigma": 0.008831948006199908, "upper_1": 1.0198287993718014, "upper_2": 1.0198288051218014}, "g2.sigma": {"lower_1": 15.149170624524299, "lower_2": 15.145034160546508, "mean": 15.15918970606413, "median": 15.14969108985251, "sigma": 0.00026023266410568624, "upper_1": 15.14969108985251, "upper_2": 15.359501811497125}}, "posterior_relabelled": {"background.level": {"lower_1": 0.01965121532078, "lower_2": -0.010273810772461001, "mean": 0.3152830076831089, "median": 0.01965121532078, "sigma": 0.49976587293153696, "upper_1": 1.0191829611838539, "upper_2": 1.019182966933854}, "g0.centre": {"lower_1": 49.33705301476408, "lower_2": 49.27278965040535, "mean": 49.34048934434442, "median": 49.33722256557855, "sigma": 8.47754072346163e-05, "upper_1": 49.33722256557855, "upper_2": 49.472156535801346}, "g0.normalization": {"lower_1": 1.09385246929126, "lower_2": 0.9503235176705725, "mean": 1.0916399120952487, "median": 1.09385246929126, "sigma": 0.008871307663872785, "upper_1": 1.1115950846190055, "upper_2": 1.1115950903690055}, "g0.sigma": {"lower_1": 15.346648772295548, "lower_2": 15.228962373349288, "mean": 15.342843620632063, "median": 15.34722542864336, "sigma": 0.0002883281739061161, "upper_1": 15.34722542864336, "upper_2": 15.375667777949236}, "g1.centre": {"lower_1": 49.95971304622175, "lower_2": 49.95971304622175, "mean": 49.98722799106499, "median": 49.95989093789069, "sigma": 8.894583447016657e-05, "upper_1": 49.95989093789069, "upper_2": 50.46846668663688}, "g1.normalization": {"lower_1": 1.0184517063638896, "lower_2": 0.9726591289882943, "mean": 1.0213440959522098, "median": 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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/lbfgs/default/local_numpy_fp64/seed_9/lbfgs/f2d414a5240f7f69688864e2a01a1da3"}
measured_at
"2026-10-08T13:52:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 0.714156499998353, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 42.75408911705017, "setup_s": null, "total_s": 66.62464159999945}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.023389575609066217, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -14304.998039849885, "max_log_posterior": -14314.570991959981, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010865000149351545, "posterior": {"background.level": {"lower_1": 0.4687031755645235, "lower_2": 0.4684093069956342, "mean": 0.46944328899728177, "median": 0.46944328899728177, "sigma": 0.08537025944563945, "upper_1": 0.6394436944558024, "upper_2": 0.7069438554466856}, "g0.centre": {"lower_1": 32.44551440289878, "lower_2": 32.43200852336214, "mean": 32.47952921062068, "median": 32.47952921062068, "sigma": 1.2132186809734051, "upper_1": 34.87195176484559, "upper_2": 35.82188424961136}, "g0.normalization": {"lower_1": 26.339150265952302, "lower_2": 24.985542473613993, "mean": 29.74823655776731, "median": 29.74823655776731, "sigma": 1.7165072338419805, "upper_1": 29.772164733636263, "upper_2": 29.781665626995995}, "g0.sigma": {"lower_1": 10.176369771739282, "lower_2": 10.168570878322553, "mean": 10.19601142923326, "median": 10.19601142923326, "sigma": 0.10692698577425475, "upper_1": 10.390223743287791, "upper_2": 10.467337456221209}, "g1.centre": {"lower_1": 45.490185977840305, "lower_2": 45.44829994597927, "mean": 45.59567672474956, "median": 45.59567672474956, "sigma": 0.0528103379627467, "upper_1": 45.5958066537658, "upper_2": 45.59585824322813}, "g1.normalization": {"lower_1": 16.406781019969284, "lower_2": 16.179851977198602, "mean": 16.978306016576926, "median": 16.978306016576926, "sigma": 0.294169145001387, "upper_1": 16.995119309972058, "upper_2": 17.001795176467184}, "g1.sigma": {"lower_1": 3.484536268532173, "lower_2": 3.4843810951369543, "mean": 3.484927075601612, "median": 3.484927075601612, "sigma": 0.03994756852464154, "upper_1": 3.564431405581456, "upper_2": 3.595999301308747}, "g2.centre": {"lower_1": 53.37259929942687, "lower_2": 53.23663025527178, "mean": 53.71503985507672, "median": 53.71503985507672, "sigma": 0.17395626541457077, "upper_1": 53.72051183025601, "upper_2": 53.72268452628308}, "g2.normalization": {"lower_1": 27.026142279063293, "lower_2": 26.45968350382582, "mean": 28.4527791944762, "median": 28.4527791944762, "sigma": 0.7299185797557772, "upper_1": 28.485979438574848, "upper_2": 28.49916188843755}, "g2.sigma": {"lower_1": 7.371541700751857, "lower_2": 7.3709645052927355, "mean": 7.372995378204461, "median": 7.372995378204461, "sigma": 0.023309645553578395, "upper_1": 7.418160991859014, "upper_2": 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0.7299185797557772, "upper_1": 28.485979438574848, "upper_2": 28.49916188843755}, "g2.sigma": {"lower_1": 7.371541700751857, "lower_2": 7.3709645052927355, "mean": 7.372995378204461, "median": 7.372995378204461, "sigma": 0.023309645553578395, "upper_1": 7.418160991859014, "upper_2": 7.436094397280675}}, "ppc_chi2": 29069.98353803248, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 5.264635388433724, "g0.centre": 6.165029708098141, "g0.normalization": -0.1466719377984672, "g0.sigma": 67.29836604975986, "g1.centre": 13.363485201428244, "g1.normalization": -90.18699515712865, "g1.sigma": -38.58929459274974, "g2.centre": -36.12954169799536, "g2.normalization": -15.819875155647324, "g2.sigma": -112.70032466848268}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T13:40:14Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 0.9920694000029471, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 46.91754961013794, "setup_s": null, "total_s": 84.93421459999809}
diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:15:57Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.2805260999994061, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 47.391913175582886, "setup_s": null, "total_s": 85.02850259999832}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.021100646354897883, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -11833.623197359979, "max_log_posterior": -11841.917065277798, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011654999980237335, "posterior": {"background.level": {"lower_1": 0.7460860868669651, "lower_2": 0.7457037800444863, "mean": 0.7470489336791337, "median": 0.7470489336791337, "sigma": 0.022500458209007868, "upper_1": 0.7910870032849808, "upper_2": 0.8085727073931848}, "g0.centre": {"lower_1": 25.03921171375689, "lower_2": 25.033069270902505, "mean": 25.0546815698346, "median": 25.0546815698346, "sigma": 0.007768892253556814, "upper_1": 25.054749498264005, "upper_2": 25.05477646984627}, "g0.normalization": {"lower_1": 14.45533479330878, "lower_2": 14.018030845889136, "mean": 15.5566928831064, "median": 15.5566928831064, "sigma": 0.5651018927129225, "upper_1": 15.585538578734624, "upper_2": 15.596992016704654}, "g0.sigma": {"lower_1": 1.9796711630697819, "lower_2": 1.9252912544057448, "mean": 2.116627970075505, "median": 2.116627970075505, "sigma": 0.06947659213175039, "upper_1": 2.1186243473332826, "upper_2": 2.119417026538577}, "g1.centre": {"lower_1": 45.626638722253645, "lower_2": 45.62335295521178, "mean": 45.63491398739612, "median": 45.63491398739612, "sigma": 0.011715442632667106, "upper_1": 45.65006960751898, "upper_2": 45.65608728021482}, "g1.normalization": {"lower_1": 17.532952916387444, "lower_2": 16.98409537872262, "mean": 18.915260789024774, "median": 18.915260789024774, "sigma": 0.7064298451861379, "upper_1": 18.94581260675972, "upper_2": 18.957943475566246}, "g1.sigma": {"lower_1": 4.307399795641353, "lower_2": 4.306492331914514, "mean": 4.309685259842281, "median": 4.309685259842281, "sigma": 0.09155616271517086, "upper_1": 4.490512121071695, "upper_2": 4.5623110218539615}, "g2.centre": {"lower_1": 48.93820381444344, "lower_2": 48.846486222964344, "mean": 49.16919626705746, "median": 49.16919626705746, "sigma": 0.12103058384964527, "upper_1": 49.18026498214273, "upper_2": 49.18465991313247}, "g2.normalization": {"lower_1": 12.41327630670174, "lower_2": 11.945650145597723, "mean": 13.59100145318593, "median": 13.59100145318593, "sigma": 0.6059807431888977, "upper_1": 13.625237793079535, "upper_2": 13.638831633919644}, "g2.sigma": {"lower_1": 5.206882422966941, "lower_2": 5.124637870678855, "mean": 5.41401685095175, "median": 5.41401685095175, "sigma": 0.10869886905761827, "upper_1": 5.424280161082177, "upper_2": 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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:16:06Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.4745275999994192, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 52.38439393043518, "setup_s": null, "total_s": 86.50476509999862}
diagnostics
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"g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:17:40Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 2.2047327000000223, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 44.39306879043579, "setup_s": null, "total_s": 77.74526429999969}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.022526039024710176, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -9937.96938651125, "max_log_posterior": -9946.777886806067, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00017999999909079634, "posterior": {"background.level": {"lower_1": 0.6512436181469973, "lower_2": 0.6475584489002368, "mean": 0.6605247851388384, "median": 0.6605247851388384, "sigma": 0.024007525289311993, "upper_1": 0.6992586687256213, "upper_2": 0.7146382989733145}, "g0.centre": 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"median": 18.937147109296685, "sigma": 0.12727512398283558, "upper_1": 19.09404344518504, "upper_2": 19.156340519728943}, "g1.sigma": {"lower_1": 5.4087150977125455, "lower_2": 5.375704326332355, "mean": 5.491853336744137, "median": 5.491853336744137, "sigma": 0.10261137181017244, "upper_1": 5.61393784133289, "upper_2": 5.6624125710960715}, "g2.centre": {"lower_1": 47.29047379321233, "lower_2": 47.177908909034876, "mean": 47.57397053854813, "median": 47.57397053854813, "sigma": 0.562913952884255, "upper_1": 48.41630169898084, "upper_2": 48.75075671856442}, "g2.normalization": {"lower_1": 16.02844806393881, "lower_2": 15.741584506633538, "mean": 16.750919245300235, "median": 16.750919245300235, "sigma": 0.5336948479380119, "upper_1": 17.095837759814835, "upper_2": 17.232790699401516}, "g2.sigma": {"lower_1": 5.424938294567155, "lower_2": 5.415964583454023, "mean": 5.447538752185412, "median": 5.447538752185412, "sigma": 0.15418372399831304, "upper_1": 5.733305742563781, "upper_2": 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10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:17:41Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.1584069999989879, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 45.0077223777771, "setup_s": null, "total_s": 87.0768444000023}
diagnostics
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"g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:19:23Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5583059999989928, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 44.35686373710632, "setup_s": null, "total_s": 89.26296160000129}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.022544425276024627, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -11443.978318740961, "max_log_posterior": -11452.317872860009, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 7.994999941729475e-05, "posterior": {"background.level": {"lower_1": 0.7299021557472462, "lower_2": 0.7295952914601369, "mean": 0.7306749991370026, "median": 0.7306749991370026, "sigma": 0.0098369805617598, "upper_1": 0.7495761168707658, "upper_2": 0.7570809724415246}, "g0.centre": 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"upper_2": 5.265848106224515}}, "posterior_relabelled": {"background.level": {"lower_1": 0.7299021557472462, "lower_2": 0.7295952914601369, "mean": 0.7306749991370026, "median": 0.7306749991370026, "sigma": 0.0098369805617598, "upper_1": 0.7495761168707658, "upper_2": 0.7570809724415246}, "g0.centre": {"lower_1": 25.053901011009533, "lower_2": 25.051777921425654, "mean": 25.059248051443006, "median": 25.059248051443006, "sigma": 0.0027339490951661105, "upper_1": 25.059368909199865, "upper_2": 25.059416896838616}, "g0.normalization": {"lower_1": 16.236976946213336, "lower_2": 15.854058289637097, "mean": 17.20136467388683, "median": 17.20136467388683, "sigma": 0.4932510515525568, "upper_1": 17.22347904931845, "upper_2": 17.232259757210414}, "g0.sigma": {"lower_1": 2.158829062203608, "lower_2": 2.131185241127174, "mean": 2.2284505375072197, "median": 2.2284505375072197, "sigma": 0.03558037643542944, "upper_1": 2.229989815074467, "upper_2": 2.230600998814403}, "g1.centre": {"lower_1": 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10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:19:26Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5672539999977744, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 58.39590382575989, "setup_s": null, "total_s": 96.53807249999954}
diagnostics
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14.509924792829205, "median": 14.509924792829205, "sigma": 0.37157364969546425, "upper_1": 14.534546928079402, "upper_2": 14.544323364134629}, "g2.sigma": {"lower_1": 4.537998284302708, "lower_2": 4.45717305721471, "mean": 4.741558115487293, "median": 4.741558115487293, "sigma": 0.10300415264369711, "upper_1": 4.744006589590102, "upper_2": 4.744978777836805}}, "ppc_chi2": 31168.998427193837, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 733.2514216931236, "g0.centre": 78.50855243517213, "g0.normalization": -643.3102803087712, "g0.sigma": -34.53363979070754, "g1.centre": 142.92908381486873, "g1.normalization": -1277.0218958076211, "g1.sigma": -115.71513092218473, "g2.centre": -104.7586926999024, "g2.normalization": -68.60033058873267, "g2.sigma": -51.05077561971939}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:20:44Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.4269087000029685, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 52.8014702796936, "setup_s": null, "total_s": 89.89449640000021}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.01893886656380817, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -7710.142267314259, "max_log_posterior": -7719.04928937426, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.224999848811422e-05, "posterior": {"background.level": {"lower_1": 0.6339094920160991, "lower_2": 0.6335782470360337, "mean": 0.6347437386325603, "median": 0.6347437386325603, "sigma": 0.0025807177230813827, "upper_1": 0.6390709274622619, "upper_2": 0.6407890759681729}, "g0.centre": {"lower_1": 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21.113438495849763, "sigma": 0.07124154108709391, "upper_1": 21.136008425734428, "upper_2": 21.14497001554157}, "g1.sigma": {"lower_1": 3.987913361174963, "lower_2": 3.9450827499355143, "mean": 4.095783048740982, "median": 4.095783048740982, "sigma": 0.05454843141517762, "upper_1": 4.097010224005318, "upper_2": 4.09749748477204}, "g2.centre": {"lower_1": 51.46781481300262, "lower_2": 51.46434826939192, "mean": 51.4765453672814, "median": 51.4765453672814, "sigma": 0.009064238630667631, "upper_1": 51.485943290263954, "upper_2": 51.48967481850703}, "g2.normalization": {"lower_1": 19.935535115744614, "lower_2": 18.792328234212224, "mean": 22.81472281738174, "median": 22.81472281738174, "sigma": 1.453892748193848, "upper_1": 22.84332061213231, "upper_2": 22.854675618871507}, "g2.sigma": {"lower_1": 6.66810077520967, "lower_2": 6.6412753603000985, "mean": 6.73566107942637, "median": 6.73566107942637, "sigma": 0.036403722567716734, "upper_1": 6.740908220345103, "upper_2": 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22.81472281738174, "sigma": 0.6526921428409178, "upper_1": 22.84332061213231, "upper_2": 22.854675618871507}, "g2.sigma": {"lower_1": 6.66810077520967, "lower_2": 6.6412753603000985, "mean": 6.73566107942637, "median": 6.73566107942637, "sigma": 0.036403722567716734, "upper_1": 6.740908220345103, "upper_2": 6.742991643945189}}, "ppc_chi2": 15880.271992961221, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 238.2065009026074, "g0.centre": 61.22594000954667, "g0.normalization": -41.32092306920785, "g0.sigma": -53.060729182119154, "g1.centre": -1.3709842387565043, "g1.normalization": -102.98388610315264, "g1.sigma": -34.90873892900221, "g2.centre": -940.3387289342356, "g2.normalization": -26.32983615800454, "g2.sigma": -89.67047022461614}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:20:38Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_adabelief/865ce1b188505091a49284d9771db932"}
measured_at
"2026-10-08T14:20:45Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T13:40:04Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:00:16Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:00:35Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:02:17Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.2030397999988054, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 66.96934843063354, "setup_s": null, "total_s": 118.99275859999761}
diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:02:49Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:04:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:04:53Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:06:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:06:32Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_adam/df2c385c0036f359f3d3fe76089ce75c"}
measured_at
"2026-10-08T14:08:32Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.093776899997465, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 12.806059122085571, "setup_s": null, "total_s": 40.01358629999959}
diagnostics
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7.845802107929443, "sigma": 0.17078243620119116, "upper_1": 7.846476772784009, "upper_2": 7.84674465441744}, "g1.sigma": {"lower_1": 17.068988831242937, "lower_2": 17.068714222429218, "mean": 17.069680438625635, "median": 17.069680438625635, "sigma": 0.34021497281563384, "upper_1": 17.749418776874204, "upper_2": 18.01931488176702}, "g2.centre": {"lower_1": 60.540603885053514, "lower_2": 60.54031753889575, "mean": 60.54132505315455, "median": 60.54132505315455, "sigma": 0.16670529889412222, "upper_1": 60.87401448284176, "upper_2": 61.00611175639403}, "g2.normalization": {"lower_1": 13.863456500146953, "lower_2": 13.533796790656465, "mean": 14.693710583308182, "median": 14.693710583308182, "sigma": 0.4154620457190159, "upper_1": 14.694380591584984, "upper_2": 14.694646624283127}, "g2.sigma": {"lower_1": 6.445358997730347, "lower_2": 6.395903234076044, "mean": 6.569914254341184, "median": 6.569914254341184, "sigma": 0.06261539453457221, "upper_1": 6.570589786799491, "upper_2": 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14.693710583308182, "sigma": 0.4154620457190159, "upper_1": 14.694380591584984, "upper_2": 14.694646624283127}, "g2.sigma": {"lower_1": 6.445358997730347, "lower_2": 6.395903234076044, "mean": 6.569914254341184, "median": 6.569914254341184, "sigma": 0.06261539453457221, "upper_1": 6.570589786799491, "upper_2": 6.570858012922643}}, "ppc_chi2": 79481.66511452796, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 92.1430224402506, "g0.centre": 24.456172952343806, "g0.normalization": -4.3551889949000095, "g0.sigma": 475.2826042934361, "g1.centre": 2.015296221306603, "g1.normalization": -246.8298194458977, "g1.sigma": 32.53731118008264, "g2.centre": 3.247197640060365, "g2.normalization": -60.91119436167918, "g2.sigma": -54.780230503298064}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T13:40:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5597678999984055, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 24.233888626098633, "setup_s": null, "total_s": 64.74037789999784}
diagnostics
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0.6037523851752508, "sigma": 0.030287686363310584, "upper_1": 0.6044319746236289, "upper_2": 0.6047018116104849}, "g2.sigma": {"lower_1": 20.117326596254163, "lower_2": 19.90736527942431, "mean": 20.646118060862673, "median": 20.646118060862673, "sigma": 0.26472871262411424, "upper_1": 20.64678402150239, "upper_2": 20.647048447050516}}, "ppc_chi2": 77708.9597905434, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 48.48895674313992, "g0.centre": -21.222717367049686, "g0.normalization": -1901.7880984595001, "g0.sigma": 121.67796319605016, "g1.centre": 2.788626124564008, "g1.normalization": -92.4523489353206, "g1.sigma": 114.5349316437164, "g2.centre": 34.75323617818293, "g2.normalization": -1300.7347983683544, "g2.sigma": 40.21519976179914}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:20:12Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.2288788000005297, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 20.030954122543335, "setup_s": null, "total_s": 63.29675309999948}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.0499227342782726, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -44694.673453755146, "max_log_posterior": -44696.24521309574, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011660000018309802, "posterior": {"background.level": {"lower_1": 0.5765102167137172, "lower_2": 0.5764128594786444, "mean": 0.5767554127131596, "median": 0.5767554127131596, "sigma": 0.00046240190288088234, "upper_1": 0.5774350205194789, "upper_2": 0.5777048647955174}, "g0.centre": {"lower_1": 16.15123034457864, "lower_2": 15.807744765243493, "mean": 17.01630513697827, "median": 17.01630513697827, "sigma": 0.43287161065607016, "upper_1": 17.01697356589078, "upper_2": 17.017238971488393}, "g0.normalization": {"lower_1": 0.4615811201185435, "lower_2": 0.45774283003878447, "mean": 0.4712479247638626, "median": 0.4712479247638626, "sigma": 0.005173242098365144, "upper_1": 0.4719276043152738, "upper_2": 0.47219747707833415}, "g0.sigma": {"lower_1": 16.44956430393237, "lower_2": 16.420745814775827, "mean": 16.52214420254884, "median": 16.52214420254884, "sigma": 0.03662433177920654, "upper_1": 16.522812967490783, "upper_2": 16.523078506511848}, "g1.centre": {"lower_1": 36.22501501813797, "lower_2": 36.14033770051834, "mean": 36.43827641066148, "median": 36.43827641066148, "sigma": 0.10695830724777622, "upper_1": 36.43893163263352, "upper_2": 36.439191794298885}, "g1.normalization": {"lower_1": 21.075879503044263, "lower_2": 20.384053964272663, "mean": 22.81825493402459, "median": 22.81825493402459, "sigma": 0.8715199572834873, "upper_1": 22.818919417611237, "upper_2": 22.819183256682404}, "g1.sigma": {"lower_1": 10.152584183436135, "lower_2": 10.050081464976035, "mean": 10.410739178076387, "median": 10.410739178076387, "sigma": 0.12941395766880515, "upper_1": 10.411412098773745, "upper_2": 10.411679287874168}, "g2.centre": {"lower_1": 75.28909382137624, "lower_2": 75.2888034931235, "mean": 75.28982501845726, "median": 75.28982501845726, "sigma": 0.03740629132111195, "upper_1": 75.36390640401846, "upper_2": 75.39332107181482}, "g2.normalization": {"lower_1": 0.44112249767237405, "lower_2": 0.43847505008143617, "mean": 0.4477901434569583, "median": 0.4477901434569583, "sigma": 0.003673670643643351, "upper_1": 0.44846983895966075, "upper_2": 0.448739718056322}, "g2.sigma": {"lower_1": 20.80416610771394, "lower_2": 20.690016941507263, "mean": 21.09165289667891, "median": 21.09165289667891, "sigma": 0.14407622332049996, "upper_1": 21.09231855435494, "upper_2": 21.092582859608658}}, "posterior_relabelled": {"background.level": {"lower_1": 0.5765102167137172, "lower_2": 0.5764128594786444, "mean": 0.5767554127131596, "median": 0.5767554127131596, "sigma": 0.00046240190288088234, "upper_1": 0.5774350205194789, "upper_2": 0.5777048647955174}, "g0.centre": {"lower_1": 16.15123034457864, "lower_2": 15.807744765243493, "mean": 17.01630513697827, "median": 17.01630513697827, "sigma": 0.43287161065607016, "upper_1": 17.01697356589078, "upper_2": 17.017238971488393}, "g0.normalization": {"lower_1": 0.4615811201185435, "lower_2": 0.45774283003878447, "mean": 0.4712479247638626, "median": 0.4712479247638626, "sigma": 0.005173242098365144, "upper_1": 0.4719276043152738, "upper_2": 0.47219747707833415}, "g0.sigma": {"lower_1": 16.44956430393237, "lower_2": 16.420745814775827, "mean": 16.52214420254884, "median": 16.52214420254884, "sigma": 0.03662433177920654, "upper_1": 16.522812967490783, "upper_2": 16.523078506511848}, 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0.4477901434569583, "median": 0.4477901434569583, "sigma": 0.003673670643643351, "upper_1": 0.44846983895966075, "upper_2": 0.448739718056322}, "g2.sigma": {"lower_1": 20.80416610771394, "lower_2": 20.690016941507263, "mean": 21.09165289667891, "median": 21.09165289667891, "sigma": 0.14407622332049996, "upper_1": 21.09231855435494, "upper_2": 21.092582859608658}}, "ppc_chi2": 89849.33436584298, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 1204.0508683991798, "g0.centre": -18.443563094658614, "g0.normalization": -5707.977997891856, "g0.sigma": 369.2120387088137, "g1.centre": -80.0472988928733, "g1.normalization": -31.188895720415218, "g1.sigma": 34.082407010257, "g2.centre": 408.7500919886103, "g2.normalization": -10766.400609423514, "g2.sigma": 76.98461717729332}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:21:29Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5421585000003688, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 19.255404472351074, "setup_s": null, "total_s": 56.37117980000039}
diagnostics
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4.683013092652948, "sigma": 0.04488161304393179, "upper_1": 4.772093134291909, "upper_2": 4.807463150825026}, "g2.sigma": {"lower_1": 23.69803628308032, "lower_2": 23.67128010072203, "mean": 23.76542222383454, "median": 23.76542222383454, "sigma": 0.03402489013355492, "upper_1": 23.76608606334743, "upper_2": 23.76634964668343}}, "ppc_chi2": 83762.22613005129, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 50.34958858439733, "g0.centre": -20.16312368037529, "g0.normalization": -4316.425988107335, "g0.sigma": 556.5380454288309, "g1.centre": -139.22158139741208, "g1.normalization": -63.05082874501155, "g1.sigma": 31.97112734821653, "g2.centre": 125.03196494991889, "g2.normalization": -786.8921037391742, "g2.sigma": 404.5691894904682}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:21:51Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5048921999987215, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 19.382005214691162, "setup_s": null, "total_s": 56.04738290000023}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.05159424883664877, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -38689.321161761276, "max_log_posterior": -38692.69109665993, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.999999929277692e-05, "posterior": {"background.level": {"lower_1": 0.502720260167123, "lower_2": 0.5022446207956996, "mean": 0.5039181667321893, "median": 0.5039181667321893, "sigma": 0.0009387819503564043, "upper_1": 0.5045978240678358, "upper_2": 0.5048676880099309}, "g0.centre": 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"median": 23.04965386184106, "sigma": 1.2598160018148974, "upper_1": 23.05031818807643, "upper_2": 23.05058196466989}, "g1.sigma": {"lower_1": 9.242075637809242, "lower_2": 9.241803142263523, "mean": 9.242761922887349, "median": 9.242761922887349, "sigma": 0.03869364987218393, "upper_1": 9.31946293755361, "upper_2": 9.349917752200508}, "g2.centre": {"lower_1": 74.39039598261762, "lower_2": 74.39010589701346, "mean": 74.39112656858369, "median": 74.39112656858369, "sigma": 0.2056012982902118, "upper_1": 74.80159857919804, "upper_2": 74.96458011282434}, "g2.normalization": {"lower_1": 0.35969083305325206, "lower_2": 0.3573024733512835, "mean": 0.3657059611915433, "median": 0.3657059611915433, "sigma": 0.0033474397291188285, "upper_1": 0.3663857125114897, "upper_2": 0.3666556137708802}, "g2.sigma": {"lower_1": 24.978761685270424, "lower_2": 24.89727195609741, "mean": 25.183995077261724, "median": 25.183995077261724, "sigma": 0.10294813343732301, "upper_1": 25.18465795214507, "upper_2": 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0.3657059611915433, "sigma": 0.0033474397291188285, "upper_1": 0.3663857125114897, "upper_2": 0.3666556137708802}, "g2.sigma": {"lower_1": 24.978761685270424, "lower_2": 24.89727195609741, "mean": 25.183995077261724, "median": 25.183995077261724, "sigma": 0.10294813343732301, "upper_1": 25.18465795214507, "upper_2": 25.1849211524664}}, "ppc_chi2": 77838.62978185526, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 515.4745109324608, "g0.centre": 146.36674138717117, "g0.normalization": -166.74679222712314, "g0.sigma": 46.1881655838478, "g1.centre": 14.79670369397404, "g1.normalization": -21.39228752399885, "g1.sigma": 83.8060491475761, "g2.centre": 69.9953097974616, "g2.normalization": -11840.181525610824, "g2.sigma": 147.4916986863687}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:22:00Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.4544277999993938, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 17.368966579437256, "setup_s": null, "total_s": 55.27895879999778}
diagnostics
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8.761903636388409, "sigma": 0.14801767293559642, "upper_1": 9.05725302416513, "upper_2": 9.174524104605887}, "g2.sigma": {"lower_1": 8.041458214543571, "lower_2": 7.950689511574864, "mean": 8.270060873872168, "median": 8.270060873872168, "sigma": 0.11463851784360202, "upper_1": 8.270735250230775, "upper_2": 8.271003017314339}}, "ppc_chi2": 92529.53461076807, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 161.13576723840342, "g0.centre": 225.94712701738953, "g0.normalization": -9.37787180917425, "g0.sigma": 174.7942960012969, "g1.centre": 186.1046798478446, "g1.normalization": -4719.838852537201, "g1.sigma": 87.3040750383259, "g2.centre": 45.780306740179824, "g2.normalization": -211.0430176618404, "g2.sigma": -15.090382871906431}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:21:59Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.2012772000016412, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 18.489012956619263, "setup_s": null, "total_s": 58.40842210000119}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.05408617552198693, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -40670.28164557411, "max_log_posterior": -40673.53064206912, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.730000056151766e-05, "posterior": {"background.level": {"lower_1": 0.7470002403669566, "lower_2": 0.7194536667172414, "mean": 0.8163767962254983, "median": 0.8163767962254983, "sigma": 0.03502800036116016, "upper_1": 0.8170562410892769, "upper_2": 0.8173260206675419}, "g0.centre": {"lower_1": 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24.503130968341072, "sigma": 1.0312086862527607, "upper_1": 24.503794306212015, "upper_2": 24.50405769036665}, "g1.sigma": {"lower_1": 14.891573305004071, "lower_2": 14.891299284092943, "mean": 14.892263431743205, "median": 14.892263431743205, "sigma": 0.17557730623989354, "upper_1": 15.242727917483858, "upper_2": 15.381882933880883}, "g2.centre": {"lower_1": 58.35128621370803, "lower_2": 58.351000458666434, "mean": 58.35200589307203, "median": 58.35200589307203, "sigma": 0.570809019173236, "upper_1": 59.4929042520545, "upper_2": 59.945908012238725}, "g2.normalization": {"lower_1": 0.5686545228032063, "lower_2": 0.5409317342956637, "mean": 0.6384748790444245, "median": 0.6384748790444245, "sigma": 0.03524996103915018, "upper_1": 0.6391544448815066, "upper_2": 0.6394242724932894}, "g2.sigma": {"lower_1": 18.834080306276448, "lower_2": 18.833805220887708, "mean": 18.834773113922164, "median": 18.834773113922164, "sigma": 0.028619204000280618, "upper_1": 18.89131871427701, "upper_2": 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0.6384748790444245, "sigma": 0.03524996103915018, "upper_1": 0.6391544448815066, "upper_2": 0.6394242724932894}, "g2.sigma": {"lower_1": 18.834080306276448, "lower_2": 18.833805220887708, "mean": 18.834773113922164, "median": 18.834773113922164, "sigma": 0.028619204000280618, "upper_1": 18.89131871427701, "upper_2": 18.913770643829668}}, "ppc_chi2": 81800.55074948094, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 22.73543416736226, "g0.centre": 189.98215706521145, "g0.normalization": -313.3074649194527, "g0.sigma": 185.4663394183836, "g1.centre": 129.19723468446543, "g1.normalization": -24.72522717424954, "g1.sigma": 50.64585863729786, "g2.centre": -2.887119950057787, "g2.normalization": -1116.6402447151333, "g2.sigma": 308.70086791496846}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:22:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.3467830999979924, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 19.86878275871277, "setup_s": null, "total_s": 55.071547499999724}
diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:23:00Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5972399999991467, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 22.026405334472656, "setup_s": null, "total_s": 58.25300219999917}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.045400054380863475, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -36638.893728948664, "max_log_posterior": -36640.92305756592, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.390000195708126e-05, "posterior": {"background.level": {"lower_1": 0.8721150468315293, "lower_2": 0.867431125154858, "mean": 0.8839115903135163, "median": 0.8839115903135163, "sigma": 0.006237971211052795, "upper_1": 0.8845909892536349, "upper_2": 0.8848607505975055}, "g0.centre": 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"median": 20.413399885927433, "sigma": 1.2361429750039896, "upper_1": 20.41406600481551, "upper_2": 20.41433049319754}, "g1.sigma": {"lower_1": 10.532510963712886, "lower_2": 10.532238119749392, "mean": 10.533198126287612, "median": 10.533198126287612, "sigma": 0.00607627494088625, "upper_1": 10.544663513594658, "upper_2": 10.549215946790104}, "g2.centre": {"lower_1": 48.2583557678875, "lower_2": 48.25807273793898, "mean": 48.259068584054134, "median": 48.259068584054134, "sigma": 0.5400691405159534, "upper_1": 49.33849404891941, "upper_2": 49.7670894540865}, "g2.normalization": {"lower_1": 0.37053135428349754, "lower_2": 0.365923546493058, "mean": 0.38213620353349326, "median": 0.38213620353349326, "sigma": 0.006142294698688655, "upper_1": 0.38281594368087485, "upper_2": 0.38308584050409994}, "g2.sigma": {"lower_1": 8.812801093466526, "lower_2": 8.812528713825012, "mean": 8.813487086637744, "median": 8.813487086637744, "sigma": 0.019008451256887327, "upper_1": 8.8508179959803, 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0.38213620353349326, "sigma": 0.006142294698688655, "upper_1": 0.38281594368087485, "upper_2": 0.38308584050409994}, "g2.sigma": {"lower_1": 8.812801093466526, "lower_2": 8.812528713825012, "mean": 8.813487086637744, "median": 8.813487086637744, "sigma": 0.019008451256887327, "upper_1": 8.8508179959803, "upper_2": 8.865640562925137}}, "ppc_chi2": 73737.77491623002, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 138.49239778195644, "g0.centre": 143.32841136321719, "g0.normalization": -421.67236521792546, "g0.sigma": 63.6531558335792, "g1.centre": 17.976113387423798, "g1.normalization": -23.934610083414565, "g1.sigma": 746.0488819859797, "g2.centre": -21.73968207983371, "g2.normalization": -6450.010255112751, "g2.sigma": -62.42028334277611}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:23:10Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.521058999998786, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 18.530749082565308, "setup_s": null, "total_s": 55.998511300000246}
diagnostics
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10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_lion/294841d5518d632819852d59fa4995d9"}
measured_at
"2026-10-08T14:23:09Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 0.9521370000002207, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 26.227704763412476, "setup_s": null, "total_s": 62.796811200001684}
diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T13:40:04Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
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diagnostics
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"g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:08:25Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed2"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.7741442000005918, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 34.58620238304138, "setup_s": null, "total_s": 72.76758209999753}
diagnostics
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24.048028093180573, "sigma": 0.6008697597342572, "upper_1": 24.188169732362002, "upper_2": 24.24381420674286}, "g1.sigma": {"lower_1": 14.6600057664949, "lower_2": 14.401861586986886, "mean": 15.310146663033597, "median": 15.310146663033597, "sigma": 0.3558628936592436, "upper_1": 15.371731553813387, "upper_2": 15.396184378093595}, "g2.centre": {"lower_1": 48.10945535296521, "lower_2": 47.613271839617745, "mean": 49.3591027199144, "median": 49.3591027199144, "sigma": 2.983420403217991, "upper_1": 54.076296159401195, "upper_2": 55.94929943684448}, "g2.normalization": {"lower_1": 20.23066237190886, "lower_2": 20.101253479742066, "mean": 20.55658106329189, "median": 20.55658106329189, "sigma": 0.5352951001652055, "upper_1": 21.30125257223927, "upper_2": 21.59693096549779}, "g2.sigma": {"lower_1": 14.167396278939918, "lower_2": 13.952695702156753, "mean": 14.708123657504927, "median": 14.708123657504927, "sigma": 0.8203625419574108, "upper_1": 15.80812136285474, "upper_2": 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0.15804785649706865, "upper_1": 20.79994554913804, "upper_2": 20.896575565576956}, "g2.sigma": {"lower_1": 14.467358404725726, "lower_2": 14.371760436710453, "mean": 14.708123657504927, "median": 14.708123657504927, "sigma": 0.8658294627434415, "upper_1": 16.19901733021261, "upper_2": 16.790989817905366}}, "ppc_chi2": 36460.60436722006, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 8.754308719830096, "g0.centre": 29.67922898127575, "g0.normalization": -11.306331931191066, "g0.sigma": 8.822272969055847, "g1.centre": 16.438643044147494, "g1.normalization": -81.88523451407139, "g1.sigma": 10.264372847728852, "g2.centre": -31.972964537591913, "g2.normalization": -123.02235137917692, "g2.sigma": 5.4377032199700235}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:09:54Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed3"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.5818589000009524, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 35.95253539085388, "setup_s": null, "total_s": 75.61778259999846}
diagnostics
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"g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:10:05Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed4"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.1852992999993148, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 36.77666425704956, "setup_s": null, "total_s": 75.63471070000014}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.02719115559286523, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 190.3247695273612, "max_log_posterior": 179.29902349245535, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011100000119768083, "posterior": {"background.level": {"lower_1": 0.007978882932350936, "lower_2": 0.007243432764669386, "mean": 0.00983112779910447, "median": 0.00983112779910447, "sigma": 0.0009272131499578886, "upper_1": 0.009833309232266713, "upper_2": 0.00983417538955172}, "g0.centre": 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42.43392943169094, "median": 42.43392943169094, "sigma": 0.618981017564483, "upper_1": 42.43576983542632, "upper_2": 42.43650058396831}, "g1.sigma": {"lower_1": 5.655845992286412, "lower_2": 5.62921643140947, "mean": 5.722913034495006, "median": 5.722913034495006, "sigma": 0.0335726489050554, "upper_1": 5.722991290096523, "upper_2": 5.723022362173595}, "g2.centre": {"lower_1": 57.40095979013997, "lower_2": 57.23190033652649, "mean": 57.82673915479614, "median": 57.82673915479614, "sigma": 0.21315227183496788, "upper_1": 57.82726433380991, "upper_2": 57.82747286077125}, "g2.normalization": {"lower_1": 48.34428830486264, "lower_2": 48.34345088885645, "mean": 48.34639735258193, "median": 48.34639735258193, "sigma": 0.8598198386443308, "upper_1": 50.0639279821513, "upper_2": 50.745888673303845}, "g2.sigma": {"lower_1": 11.341058783046645, "lower_2": 11.340944466119293, "mean": 11.341346692345164, "median": 11.341346692345164, "sigma": 0.00514033491471988, "upper_1": 11.351339452876084, 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40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:11:25Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed5"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 0.7904307000026165, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 34.36550045013428, "setup_s": null, "total_s": 75.39922420000221}
diagnostics
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55.52806374873299, "sigma": 0.26041623144455883, "upper_1": 56.04562535985539, "upper_2": 56.251127764271644}, "g2.sigma": {"lower_1": 12.220715641906176, "lower_2": 12.220587999356395, "mean": 12.221037112031555, "median": 12.221037112031555, "sigma": 0.19049899837042616, "upper_1": 12.601713638647029, "upper_2": 12.752864612450232}}, "ppc_chi2": 94.61066960207968, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.5810011546995381, "g0.centre": -0.17286404591822746, "g0.normalization": -4.984309006331267, "g0.sigma": 0.11386718317592326, "g1.centre": -1.577558207740038, "g1.normalization": -38.861942328027055, "g1.sigma": -1.3930236037681145, "g2.centre": -28.156877461984283, "g2.normalization": 59.62786444837571, "g2.sigma": 11.659048766822059}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:11:32Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed6"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.798130700000911, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 38.66318106651306, "setup_s": null, "total_s": 77.15030770000158}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.025864400507544363, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.6529483400723, "max_log_posterior": 186.66628974829715, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 7.904999984020833e-05, "posterior": {"background.level": {"lower_1": 0.019478643171855103, "lower_2": 0.01947748712639943, "mean": 0.01948155469374346, "median": 0.01948155469374346, "sigma": 0.03705267718014887, "upper_1": 0.09358399753215284, "upper_2": 0.12300702630622715}, "g0.centre": 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51.57723670538337, "median": 51.57723670538337, "sigma": 0.3794981730360618, "upper_1": 51.57757024268761, "upper_2": 51.577702676617236}, "g1.sigma": {"lower_1": 6.072715499940215, "lower_2": 6.0726147736441956, "mean": 6.0729691809820405, "median": 6.0729691809820405, "sigma": 0.02772437809337447, "upper_1": 6.128164256126964, "upper_2": 6.150079947728624}, "g2.centre": {"lower_1": 60.25082881503015, "lower_2": 60.1627673496092, "mean": 60.472613246460696, "median": 60.472613246460696, "sigma": 0.11095152649076923, "upper_1": 60.472731868011685, "upper_2": 60.472778967745164}, "g2.normalization": {"lower_1": 38.17059014914466, "lower_2": 38.17040754117914, "mean": 38.17105005068745, "median": 38.17105005068745, "sigma": 0.226130644655143, "upper_1": 38.622851438454944, "upper_2": 38.80224316595086}, "g2.sigma": {"lower_1": 9.770392209288346, "lower_2": 9.770282169309183, "mean": 9.770669347013644, "median": 9.770669347013644, "sigma": 0.07044638665323077, "upper_1": 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"mean": 38.17105005068745, "median": 38.17105005068745, "sigma": 0.41549760064040697, "upper_1": 39.00158535042547, "upper_2": 39.3313567194391}, "g2.sigma": {"lower_1": 9.770392209288346, "lower_2": 9.770282169309183, "mean": 9.770669347013644, "median": 9.770669347013644, "sigma": 0.041386260191132784, "upper_1": 9.853164729670612, "upper_2": 9.885920249254996}}, "ppc_chi2": 64.68156165256106, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.013992114624697068, "g0.centre": 25.542290827495872, "g0.normalization": 0.9920894614950242, "g0.sigma": 38.1049967093773, "g1.centre": 10.143524782306537, "g1.normalization": 4.1561114583639736, "g1.sigma": 2.3370840510343385, "g2.centre": 4.259637171373356, "g2.normalization": -4.401830351110545, "g2.sigma": -5.5412267725386535}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:12:59Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed7"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.3697603999971761, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 38.90722846984863, "setup_s": null, "total_s": 80.35257060000004}
diagnostics
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44.63216441126652, "sigma": 2.193037625053549, "upper_1": 49.01645765764569, "upper_2": 50.75727997606095}, "g2.sigma": {"lower_1": 10.808784547494147, "lower_2": 10.80867432320435, "mean": 10.809062149409192, "median": 10.809062149409192, "sigma": 0.0698126148607523, "upper_1": 10.948409777215652, "upper_2": 11.003738982374099}}, "ppc_chi2": 72.34406430059326, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -1.4865679313777316, "g0.centre": 0.06565671745440804, "g0.normalization": 0.2962091760837624, "g0.sigma": 1.1312993836627794, "g1.centre": -13.139721778988362, "g1.normalization": -24.557343492007103, "g1.sigma": -35.64462922857342, "g2.centre": -2.927519878348059, "g2.normalization": 2.1122138345225228, "g2.sigma": 11.589053798127184}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:13:09Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed8"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.296496599999955, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 31.977991104125977, "setup_s": null, "total_s": 67.9591193999986}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.03127150785500639, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.6527030745407, "max_log_posterior": 186.6659828486628, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011239999912504572, "posterior": {"background.level": {"lower_1": 0.019464838481646783, "lower_2": 0.01946302806774861, "mean": 0.019469398042575515, "median": 0.019469398042575515, "sigma": 0.05327627898800813, "upper_1": 0.12601739645766305, "upper_2": 0.16832321935777136}, "g0.centre": 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"median": 51.56546167844169, "sigma": 1.2655974016956186, "upper_1": 51.56553895561343, "upper_2": 51.565569639196326}, "g1.sigma": {"lower_1": 6.072305145981364, "lower_2": 6.072285277034864, "mean": 6.072355186291066, "median": 6.072355186291066, "sigma": 0.03758485231037989, "upper_1": 6.147474850602124, "upper_2": 6.177301776137397}, "g2.centre": {"lower_1": 60.47005473418566, "lower_2": 60.47002347831242, "mean": 60.47013345268122, "median": 60.47013345268122, "sigma": 0.26440437738327915, "upper_1": 60.99886348895222, "upper_2": 61.208800415118645}, "g2.normalization": {"lower_1": 38.18112216463866, "lower_2": 38.18110261497412, "mean": 38.18117140083082, "median": 38.18117140083082, "sigma": 0.945628420497485, "upper_1": 40.07237900563363, "upper_2": 40.82329967224651}, "g2.sigma": {"lower_1": 9.773107374557306, "lower_2": 9.773074122407554, "mean": 9.773191120712236, "median": 9.773191120712236, "sigma": 0.19098427979419252, "upper_1": 10.15507593414569, "upper_2": 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38.18117140083082, "sigma": 0.14311801359511378, "upper_1": 38.467358191828886, "upper_2": 38.58099118237224}, "g2.sigma": {"lower_1": 9.773107374557306, "lower_2": 9.773074122407554, "mean": 9.773191120712236, "median": 9.773191120712236, "sigma": 0.3975553549510895, "upper_1": 10.568218084459485, "upper_2": 10.883890555359127}}, "ppc_chi2": 64.68205218362425, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.009959441002700617, "g0.centre": 0.003994835644293985, "g0.normalization": 0.022048445115770202, "g0.sigma": 7.579588707306013, "g1.centre": 9.640592400525248, "g1.normalization": 4.717872973295966, "g1.sigma": 4.758523561418777, "g2.centre": 1.7780849823061537, "g2.normalization": -12.708593093771649, "g2.sigma": -0.5705089277835746}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:14:21Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed9"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: point/MAP: (a) is the test", "reference_limitations": []}
timings
{"compile_s": 1.3029878000015742, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 29.517099142074585, "setup_s": null, "total_s": 66.04237690000082}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.033878667926909155, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.64771831745304, "max_log_posterior": 186.66363965426686, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00018955000086862128, "posterior": {"background.level": {"lower_1": 0.015767457909006476, "lower_2": 0.014140630031937275, "mean": 0.01986465404384743, "median": 0.01986465404384743, "sigma": 0.010479218777574123, "upper_1": 0.03672589546415472, "upper_2": 0.043420800145747326}, "g0.centre": 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10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_prodigy/e3d74d8459f08eb321c284f93952d5c0"}
measured_at
"2026-10-08T14:14:29Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: terminated (explored True, shells_full True, n_eff 1512.639844882412, n_eff_target 500.0, n_like 19400, n_like_max None); Kish ESS 1513 vs 500", "reference_limitations": []}
timings
{"compile_s": 2.0791081999996095, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1172.9075465202332, "setup_s": null, "total_s": 1212.1641402999994}
diagnostics
{"status": "available", "values": {"ess_kish": 1512.6398448824252, "ess_per_s": 1.2896496824239092, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 19400, "likelihood_share": 6.750838979612132e-05, "likelihood_share_basis": "estimated", "log_evidence": 136.9504613862199, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.2484447664731, "max_log_posterior": 186.26053578991576, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 4.0814999920257835e-06, "posterior": {"background.level": {"lower_1": 0.01143569937348742, "lower_2": 0.004435768154978732, "mean": 0.018791322976692084, "median": 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"upper_2": 45.28533600640312}, "g1.normalization": {"lower_1": 49.472467318656406, "lower_2": 47.56995804339081, "mean": 51.24626802016875, "median": 51.34566707814342, "sigma": 1.76830340847091, "upper_1": 53.009074135598226, "upper_2": 54.48147254677308}, "g1.sigma": {"lower_1": 5.988267062881396, "lower_2": 5.9106829047349025, "mean": 6.062232716942629, "median": 6.065007523653276, "sigma": 0.07421577256026035, "upper_1": 6.136698608001916, "upper_2": 6.204569554810157}, "g2.centre": {"lower_1": 59.83655033611495, "lower_2": 59.28423575891254, "mean": 60.37379437902011, "median": 60.41680986246565, "sigma": 0.5249103062238873, "upper_1": 60.88637094856273, "upper_2": 61.30391353115841}, "g2.normalization": {"lower_1": 36.65725255579958, "lower_2": 35.07230917362193, "mean": 38.57071614332709, "median": 38.45367854784242, "sigma": 1.8953496794167322, "upper_1": 40.447951914633045, "upper_2": 42.66158201923964}, "g2.sigma": {"lower_1": 9.497814288721939, "lower_2": 9.222081876387676, 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61.30391353115841}, "g2.normalization": {"lower_1": 36.65725255579958, "lower_2": 35.07230917362193, "mean": 38.57071614332709, "median": 38.45367854784242, "sigma": 1.8953496794167322, "upper_1": 40.447951914633045, "upper_2": 42.66158201923964}, "g2.sigma": {"lower_1": 9.497814288721939, "lower_2": 9.222081876387676, "mean": 9.835531387165453, "median": 9.825066398716539, "sigma": 0.34027689459318555, "upper_1": 10.17836807790831, "upper_2": 10.519965844966706}}, "ppc_chi2": 64.61458548603265, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1512.639844882412, "n_eff_target": 500.0, "n_like": 19400, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.19522864786409863, "g0.centre": 0.30978039179261474, "g0.normalization": 0.0849592692131454, "g0.sigma": 1.572172262724091, "g1.centre": 1.25401289676813, "g1.normalization": 0.7609933180567969, "g1.sigma": 0.8759259846078175, "g2.centre": 0.7940592088277043, "g2.normalization": -0.815850219592955, "g2.sigma": -0.5140919176795753}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed_0/nautilus/6f9b342f17d6d16344b5612db6856a47"}
measured_at
"2026-10-08T15:05:30Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: terminated (explored True, shells_full True, n_eff 1468.8852353431241, n_eff_target 500.0, n_like 18200, n_like_max None); Kish ESS 1469 vs 500", "reference_limitations": []}
timings
{"compile_s": 0.6506519999966258, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 853.1675035953522, "setup_s": null, "total_s": 870.6330551000065}
diagnostics
{"status": "available", "values": {"ess_kish": 1468.8852353431432, "ess_per_s": 1.7216844630779786, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 18200, "likelihood_share": 6.631136267410601e-05, "likelihood_share_basis": "estimated", "log_evidence": 136.97363055735065, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.49829075160815, "max_log_posterior": 186.50850741478246, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 3.1084999864106066e-06, "posterior": {"background.level": {"lower_1": 0.011626169959081726, "lower_2": 0.004466225618993815, "mean": 0.01882938025735091, "median": 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45.28951459269343}, "g1.normalization": {"lower_1": 49.65819364552809, "lower_2": 47.91991389509399, "mean": 51.31508300370507, "median": 51.36836647445216, "sigma": 1.6494708292969023, "upper_1": 52.95713530412189, "upper_2": 54.32990098069319}, "g1.sigma": {"lower_1": 5.988777584644301, "lower_2": 5.91771579441458, "mean": 6.0630320859444655, "median": 6.064060052618816, "sigma": 0.07293197169509469, "upper_1": 6.13464152803449, "upper_2": 6.204395739142133}, "g2.centre": {"lower_1": 59.89001280949308, "lower_2": 59.39861953849412, "mean": 60.39798112465481, "median": 60.428685323660396, "sigma": 0.4962642662424095, "upper_1": 60.8825413419779, "upper_2": 61.296033491445776}, "g2.normalization": {"lower_1": 36.73039484783659, "lower_2": 35.286197661807975, "mean": 38.48164026146651, "median": 38.36780737017522, "sigma": 1.7812201701986687, "upper_1": 40.29283518823393, "upper_2": 42.23263741717446}, "g2.sigma": {"lower_1": 9.513973873921538, "lower_2": 9.241680052016244, "mean": 9.82010454238538, "median": 9.809557643193006, "sigma": 0.31265135578192993, "upper_1": 10.139276585485398, "upper_2": 10.443266182823677}}, "posterior_relabelled": {"background.level": {"lower_1": 0.011626169959081726, "lower_2": 0.004466225618993815, "mean": 0.01882938025735091, "median": 0.018830611690091967, "sigma": 0.007285121980221397, "upper_1": 0.02619641391952452, "upper_2": 0.03218212375234805}, "g0.centre": {"lower_1": 24.98594317197991, "lower_2": 24.9665310489209, "mean": 25.00532025661881, "median": 25.005461998490524, "sigma": 0.019293810485729423, "upper_1": 25.024530792951367, "upper_2": 25.044309041262242}, "g0.normalization": {"lower_1": 29.8281220318815, "lower_2": 29.64106128206438, "mean": 30.020195384859917, "median": 30.01760274103837, "sigma": 0.19491160423077325, "upper_1": 30.217945240343045, "upper_2": 30.41243157196325}, "g0.sigma": {"lower_1": 3.016310303658404, "lower_2": 2.9968183126099883, "mean": 3.035749718073421, "median": 3.035212202694876, "sigma": 0.019456719145427348, "upper_1": 3.0552237419492587, "upper_2": 3.0748071842775904}, "g1.centre": {"lower_1": 45.02461426135099, "lower_2": 44.94016282100762, "mean": 45.11549101898959, "median": 45.11486244221916, "sigma": 0.09094177707126505, "upper_1": 45.20649781549352, "upper_2": 45.28951459269343}, "g1.normalization": {"lower_1": 49.65819364552809, "lower_2": 47.91991389509399, "mean": 51.31508300370507, "median": 51.36836647445216, "sigma": 1.6494708292969023, "upper_1": 52.95713530412189, "upper_2": 54.32990098069319}, "g1.sigma": {"lower_1": 5.988777584644301, "lower_2": 5.91771579441458, "mean": 6.0630320859444655, "median": 6.064060052618816, "sigma": 0.07293197169509469, "upper_1": 6.13464152803449, "upper_2": 6.204395739142133}, "g2.centre": {"lower_1": 59.89001280949308, "lower_2": 59.39861953849412, "mean": 60.39798112465481, "median": 60.428685323660396, "sigma": 0.4962642662424095, "upper_1": 60.8825413419779, "upper_2": 61.296033491445776}, "g2.normalization": {"lower_1": 36.73039484783659, "lower_2": 35.286197661807975, "mean": 38.48164026146651, "median": 38.36780737017522, "sigma": 1.7812201701986687, "upper_1": 40.29283518823393, "upper_2": 42.23263741717446}, "g2.sigma": {"lower_1": 9.513973873921538, "lower_2": 9.241680052016244, "mean": 9.82010454238538, "median": 9.809557643193006, "sigma": 0.31265135578192993, "upper_1": 10.139276585485398, "upper_2": 10.443266182823677}}, "ppc_chi2": 65.05576215815094, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1468.8852353431241, "n_eff_target": 500.0, "n_like": 18200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.16051732738076893, "g0.centre": 0.28309589205120284, "g0.normalization": 0.0903114060747706, "g0.sigma": 1.8097708268123647, "g1.centre": 1.2630327437867526, "g1.normalization": 0.8295790687219576, "g1.sigma": 0.8783535002540596, "g2.centre": 0.8638246853965438, "g2.normalization": -0.916334014813414, "g2.sigma": -0.6091205212614677}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed_1/nautilus/35ee0813d2d347103aea6c050f502740"}
measured_at
"2026-10-08T16:27:28Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.06 (background.level)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.6 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 138.742 vs ref 138.853", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.261 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.06 (background.level); (b)2 sigma ratio in band; (b)3 ppc_chi2 64.6 vs ref 64.7; (b)4 reference modes covered 1/1; (c) ln Z_norm 138.742 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 1512.6398448824111, n_eff_target 500.0, n_like 19400, n_like_max None); Kish ESS 1513 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1202.6175909042358, "setup_s": null, "total_s": 1253.6145966999975}
diagnostics
{"status": "available", "values": {"ess_kish": 1512.6398448824245, "ess_per_s": 1.2577895553191485, "evals_to_target": 17171, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 19400, "likelihood_share": 0.014656254942232745, "likelihood_share_basis": "estimated", "log_evidence": 136.9504613862199, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.24844476647314, "max_log_posterior": 186.26053578991582, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0009085500005312497, "posterior": {"background.level": {"lower_1": 0.011435699373487419, "lower_2": 0.004435768154978728, "mean": 0.018791322976692074, "median": 0.01857876838620966, "sigma": 0.007279831261135787, "upper_1": 0.025995361895758993, "upper_2": 0.03364616797903203}, "g0.centre": {"lower_1": 24.986819073962785, "lower_2": 24.968815427795107, "mean": 25.005869941723542, "median": 25.005987719958604, "sigma": 0.019328918541146933, "upper_1": 25.02547691104508, "upper_2": 25.043440436220312}, "g0.normalization": {"lower_1": 29.825893330596177, "lower_2": 29.61883120050138, "mean": 30.014923077234112, "median": 30.01615802831697, "sigma": 0.19018558500582117, "upper_1": 30.20626450060782, "upper_2": 30.404418798573985}, "g0.sigma": {"lower_1": 3.012474889703042, "lower_2": 2.9927181755938665, "mean": 3.033856027867031, "median": 3.0338034366189994, "sigma": 0.021501102277703632, "upper_1": 3.0554770942584493, "upper_2": 3.072944331035323}, "g1.centre": {"lower_1": 45.02233197842508, "lower_2": 44.939219414832976, "mean": 45.11271659715456, "median": 45.112862250625646, "sigma": 0.09000086914298677, "upper_1": 45.20233371671105, "upper_2": 45.285336006403114}, "g1.normalization": {"lower_1": 49.472467318656406, "lower_2": 47.569958043390805, "mean": 51.24626802016875, "median": 51.34566707814343, "sigma": 1.76830340847091, "upper_1": 53.009074135598226, "upper_2": 54.48147254677307}, "g1.sigma": {"lower_1": 5.988267062881396, "lower_2": 5.9106829047349025, "mean": 6.062232716942629, "median": 6.065007523653276, "sigma": 0.07421577256026035, "upper_1": 6.136698608001916, "upper_2": 6.204569554810157}, "g2.centre": {"lower_1": 59.83655033611495, "lower_2": 59.28423575891254, "mean": 60.37379437902011, "median": 60.41680986246565, "sigma": 0.5249103062238873, "upper_1": 60.88637094856273, "upper_2": 61.303913531158415}, "g2.normalization": {"lower_1": 36.65725255579958, "lower_2": 35.07230917362193, "mean": 38.57071614332709, "median": 38.45367854784242, "sigma": 1.8953496794167322, "upper_1": 40.447951914633045, "upper_2": 42.66158201923964}, "g2.sigma": {"lower_1": 9.497814288721939, "lower_2": 9.222081876387676, "mean": 9.835531387165453, "median": 9.825066398716539, "sigma": 0.34027689459318555, "upper_1": 10.17836807790831, "upper_2": 10.519965844966706}}, "posterior_relabelled": {"background.level": {"lower_1": 0.011435699373487419, "lower_2": 0.004435768154978728, "mean": 0.018791322976692074, "median": 0.01857876838620966, "sigma": 0.007279831261135787, "upper_1": 0.025995361895758993, "upper_2": 0.03364616797903203}, "g0.centre": {"lower_1": 24.986819073962785, "lower_2": 24.968815427795107, "mean": 25.005869941723542, "median": 25.005987719958604, "sigma": 0.019328918541146933, "upper_1": 25.02547691104508, "upper_2": 25.043440436220312}, "g0.normalization": {"lower_1": 29.825893330596177, "lower_2": 29.61883120050138, "mean": 30.014923077234112, "median": 30.01615802831697, "sigma": 0.19018558500582117, "upper_1": 30.20626450060782, "upper_2": 30.404418798573985}, "g0.sigma": {"lower_1": 3.012474889703042, "lower_2": 2.9927181755938665, "mean": 3.033856027867031, "median": 3.0338034366189994, "sigma": 0.021501102277703632, "upper_1": 3.0554770942584493, "upper_2": 3.072944331035323}, "g1.centre": {"lower_1": 45.02233197842508, "lower_2": 44.939219414832976, "mean": 45.11271659715456, "median": 45.112862250625646, "sigma": 0.09000086914298677, "upper_1": 45.20233371671105, "upper_2": 45.285336006403114}, "g1.normalization": {"lower_1": 49.472467318656406, "lower_2": 47.569958043390805, "mean": 51.24626802016875, "median": 51.34566707814343, "sigma": 1.76830340847091, "upper_1": 53.009074135598226, "upper_2": 54.48147254677307}, "g1.sigma": {"lower_1": 5.988267062881396, "lower_2": 5.9106829047349025, "mean": 6.062232716942629, "median": 6.065007523653276, "sigma": 0.07421577256026035, "upper_1": 6.136698608001916, "upper_2": 6.204569554810157}, "g2.centre": {"lower_1": 59.83655033611495, "lower_2": 59.28423575891254, "mean": 60.37379437902011, "median": 60.41680986246565, "sigma": 0.5249103062238873, "upper_1": 60.88637094856273, "upper_2": 61.303913531158415}, "g2.normalization": {"lower_1": 36.65725255579958, "lower_2": 35.07230917362193, "mean": 38.57071614332709, "median": 38.45367854784242, "sigma": 1.8953496794167322, "upper_1": 40.447951914633045, "upper_2": 42.66158201923964}, "g2.sigma": {"lower_1": 9.497814288721939, "lower_2": 9.222081876387676, "mean": 9.835531387165453, "median": 9.825066398716539, "sigma": 0.34027689459318555, "upper_1": 10.17836807790831, "upper_2": 10.519965844966706}}, "ppc_chi2": 64.61458548603265, "target_log_likelihood": 196.3793118300511, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1512.6398448824111, "n_eff_target": 500.0, "n_like": 19400, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "time_to_target_s": 1002.0843806266785, "truth_delta_sigma": {"background.level": -0.19522864786409921, "g0.centre": 0.30978039179261474, "g0.normalization": 0.0849592692131454, "g0.sigma": 1.572172262724091, "g1.centre": 1.25401289676813, "g1.normalization": 0.7609933180568009, "g1.sigma": 0.8759259846078175, "g2.centre": 0.7940592088277043, "g2.normalization": -0.815850219592955, "g2.sigma": -0.5140919176795753}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_numpy_fp64/seed_0/nautilus/6f9b342f17d6d16344b5612db6856a47"}
measured_at
"2026-10-08T14:44:57Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.06 (g2.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 65.1 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 138.765 vs ref 138.853", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.509 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.06 (g2.centre); (b)2 sigma ratio in band; (b)3 ppc_chi2 65.1 vs ref 64.7; (b)4 reference modes covered 1/1; (c) ln Z_norm 138.765 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 1468.8852353431312, n_eff_target 500.0, n_like 18200, n_like_max None); Kish ESS 1469 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 850.1547207832336, "setup_s": null, "total_s": 871.8810075000001}
diagnostics
{"status": "available", "values": {"ess_kish": 1468.8852353431416, "ess_per_s": 1.7277857776169046, "evals_to_target": 15950, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 18200, "likelihood_share": 0.018802530368805737, "likelihood_share_basis": "estimated", "log_evidence": 136.97363055735067, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.49829075160815, "max_log_posterior": 186.50850741478246, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0008782999975665007, "posterior": {"background.level": {"lower_1": 0.011626169959081773, "lower_2": 0.004466225618993811, "mean": 0.018829380257350915, "median": 0.01883061169009197, "sigma": 0.007285121980221388, "upper_1": 0.02619641391952455, "upper_2": 0.03218212375234809}, "g0.centre": {"lower_1": 24.98594317197991, "lower_2": 24.9665310489209, "mean": 25.005320256618802, "median": 25.005461998490524, "sigma": 0.019293810485729423, "upper_1": 25.024530792951367, "upper_2": 25.044309041262242}, "g0.normalization": {"lower_1": 29.8281220318815, "lower_2": 29.64106128206438, "mean": 30.02019538485991, "median": 30.01760274103837, "sigma": 0.19491160423077325, "upper_1": 30.217945240343045, "upper_2": 30.41243157196325}, "g0.sigma": {"lower_1": 3.016310303658404, "lower_2": 2.9968183126099883, "mean": 3.035749718073421, "median": 3.035212202694876, "sigma": 0.019456719145427348, "upper_1": 3.0552237419492587, "upper_2": 3.0748071842775904}, "g1.centre": {"lower_1": 45.02461426135099, "lower_2": 44.94016282100762, "mean": 45.11549101898958, "median": 45.11486244221916, "sigma": 0.09094177707126505, "upper_1": 45.20649781549352, "upper_2": 45.28951459269343}, "g1.normalization": {"lower_1": 49.65819364552809, "lower_2": 47.91991389509399, "mean": 51.315083003705055, "median": 51.36836647445216, "sigma": 1.6494708292969023, "upper_1": 52.95713530412189, "upper_2": 54.32990098069319}, "g1.sigma": {"lower_1": 5.988777584644301, "lower_2": 5.91771579441458, "mean": 6.0630320859444655, "median": 6.064060052618817, "sigma": 0.07293197169509469, "upper_1": 6.13464152803449, "upper_2": 6.204395739142134}, "g2.centre": {"lower_1": 59.89001280949308, "lower_2": 59.398619538494124, "mean": 60.397981124654805, "median": 60.428685323660396, "sigma": 0.4962642662424095, "upper_1": 60.8825413419779, "upper_2": 61.296033491445776}, "g2.normalization": {"lower_1": 36.73039484783659, "lower_2": 35.286197661807975, "mean": 38.4816402614665, "median": 38.36780737017522, "sigma": 1.7812201701986723, "upper_1": 40.29283518823394, "upper_2": 42.23263741717451}, "g2.sigma": {"lower_1": 9.513973873921538, "lower_2": 9.241680052016244, "mean": 9.82010454238538, "median": 9.809557643193006, "sigma": 0.31265135578192993, "upper_1": 10.139276585485398, "upper_2": 10.44326618282368}}, "posterior_relabelled": {"background.level": {"lower_1": 0.011626169959081773, "lower_2": 0.004466225618993811, "mean": 0.018829380257350915, "median": 0.01883061169009197, "sigma": 0.007285121980221388, "upper_1": 0.02619641391952455, "upper_2": 0.03218212375234809}, "g0.centre": {"lower_1": 24.98594317197991, "lower_2": 24.9665310489209, "mean": 25.005320256618802, "median": 25.005461998490524, "sigma": 0.019293810485729423, "upper_1": 25.024530792951367, "upper_2": 25.044309041262242}, "g0.normalization": {"lower_1": 29.8281220318815, "lower_2": 29.64106128206438, "mean": 30.02019538485991, "median": 30.01760274103837, "sigma": 0.19491160423077325, "upper_1": 30.217945240343045, "upper_2": 30.41243157196325}, "g0.sigma": {"lower_1": 3.016310303658404, "lower_2": 2.9968183126099883, "mean": 3.035749718073421, "median": 3.035212202694876, "sigma": 0.019456719145427348, "upper_1": 3.0552237419492587, "upper_2": 3.0748071842775904}, "g1.centre": {"lower_1": 45.02461426135099, "lower_2": 44.94016282100762, "mean": 45.11549101898958, "median": 45.11486244221916, "sigma": 0.09094177707126505, "upper_1": 45.20649781549352, "upper_2": 45.28951459269343}, "g1.normalization": {"lower_1": 49.65819364552809, "lower_2": 47.91991389509399, "mean": 51.315083003705055, "median": 51.36836647445216, "sigma": 1.6494708292969023, "upper_1": 52.95713530412189, "upper_2": 54.32990098069319}, "g1.sigma": {"lower_1": 5.988777584644301, "lower_2": 5.91771579441458, "mean": 6.0630320859444655, "median": 6.064060052618817, "sigma": 0.07293197169509469, "upper_1": 6.13464152803449, "upper_2": 6.204395739142134}, "g2.centre": {"lower_1": 59.89001280949308, "lower_2": 59.398619538494124, "mean": 60.397981124654805, "median": 60.428685323660396, "sigma": 0.4962642662424095, "upper_1": 60.8825413419779, "upper_2": 61.296033491445776}, "g2.normalization": {"lower_1": 36.73039484783659, "lower_2": 35.286197661807975, "mean": 38.4816402614665, "median": 38.36780737017522, "sigma": 1.7812201701986723, "upper_1": 40.29283518823394, "upper_2": 42.23263741717451}, "g2.sigma": {"lower_1": 9.513973873921538, "lower_2": 9.241680052016244, "mean": 9.82010454238538, "median": 9.809557643193006, "sigma": 0.31265135578192993, "upper_1": 10.139276585485398, "upper_2": 10.44326618282368}}, "ppc_chi2": 65.05576215815094, "target_log_likelihood": 196.3793118300511, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1468.8852353431312, "n_eff_target": 500.0, "n_like": 18200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "time_to_target_s": 724.2736437320709, "truth_delta_sigma": {"background.level": -0.16051732738076865, "g0.centre": 0.28309589205120284, "g0.normalization": 0.0903114060747706, "g0.sigma": 1.8097708268123647, "g1.centre": 1.2630327437867526, "g1.normalization": 0.8295790687219576, "g1.sigma": 0.8783535002540718, "g2.centre": 0.8638246853965438, "g2.normalization": -0.9163340148134123, "g2.sigma": -0.6091205212614677}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_100/local_numpy_fp64/seed_1/nautilus/35ee0813d2d347103aea6c050f502740"}
measured_at
"2026-10-08T16:26:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: terminated (explored True, shells_full True, n_eff 2765.4879612456334, n_eff_target 500.0, n_like 30900, n_like_max None); Kish ESS 2765 vs 500", "reference_limitations": []}
timings
{"compile_s": 0.8129444000005606, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1194.6219098567963, "setup_s": null, "total_s": 1231.3208968000035}
diagnostics
{"status": "available", "values": {"ess_kish": 2765.4879612456443, "ess_per_s": 2.3149483015736365, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 30900, "likelihood_share": 8.665084688404761e-05, "likelihood_share_basis": "estimated", "log_evidence": 137.0254157275992, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.2113218146315, "max_log_posterior": 186.22715767079012, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 3.350000006321352e-06, "posterior": {"background.level": {"lower_1": 0.011915834579781516, "lower_2": 0.005515898054383521, "mean": 0.018941065356013198, "median": 0.018795761192652482, "sigma": 0.007139705297435452, "upper_1": 0.02619524517465242, "upper_2": 0.03274294770784785}, "g0.centre": {"lower_1": 24.98724970555399, "lower_2": 24.968306138051535, "mean": 25.00654777692529, "median": 25.006481527266402, "sigma": 0.01910412342171597, "upper_1": 25.02545795239742, "upper_2": 25.044255832790085}, "g0.normalization": {"lower_1": 29.81931373460194, "lower_2": 29.649935249173375, "mean": 30.011929641841665, "median": 30.018217855870898, "sigma": 0.19287725330003447, "upper_1": 30.20506824120201, "upper_2": 30.38362985263909}, "g0.sigma": {"lower_1": 3.014082426706033, "lower_2": 2.9949484788280025, "mean": 3.034310763519054, "median": 3.034291297622089, "sigma": 0.020252585646574728, "upper_1": 3.0545875979991823, "upper_2": 3.0738088134339407}, "g1.centre": {"lower_1": 45.024687069172714, "lower_2": 44.93969658328919, "mean": 45.108295002720766, "median": 45.10539950209353, "sigma": 0.08455350469600376, "upper_1": 45.19379407856472, "upper_2": 45.28132143104001}, "g1.normalization": {"lower_1": 49.495167161513805, "lower_2": 47.591157111824586, "mean": 51.15853536820522, "median": 51.17553505324825, "sigma": 1.6791963122682034, "upper_1": 52.85355978605021, "upper_2": 54.26981289651839}, "g1.sigma": {"lower_1": 5.99018242024716, "lower_2": 5.914586428666217, "mean": 6.059072196386495, "median": 6.059632685594478, "sigma": 0.0696165361729002, "upper_1": 6.12941549259296, "upper_2": 6.198454698723491}, "g2.centre": {"lower_1": 59.86197615324849, "lower_2": 59.30028744212538, "mean": 60.353971282461345, "median": 60.3731600834817, "sigma": 0.492908978403662, "upper_1": 60.847794110055816, "upper_2": 61.27309065476319}, "g2.normalization": {"lower_1": 36.80475478939182, "lower_2": 35.32250088901782, "mean": 38.636336699206126, "median": 38.557674858144765, "sigma": 1.7985874975482794, "upper_1": 40.40192978448838, "upper_2": 42.60426943029039}, "g2.sigma": {"lower_1": 9.51920831152569, "lower_2": 9.234436145229308, "mean": 9.847479431167635, "median": 9.834618268230699, "sigma": 0.3268784578296682, "upper_1": 10.172965227185026, "upper_2": 10.530476812495028}}, "posterior_relabelled": {"background.level": {"lower_1": 0.011915834579781516, "lower_2": 0.005515898054383521, "mean": 0.018941065356013198, "median": 0.018795761192652482, "sigma": 0.007139705297435452, "upper_1": 0.02619524517465242, "upper_2": 0.03274294770784785}, "g0.centre": {"lower_1": 24.98724970555399, "lower_2": 24.968306138051535, "mean": 25.00654777692529, "median": 25.006481527266402, "sigma": 0.01910412342171597, "upper_1": 25.02545795239742, "upper_2": 25.044255832790085}, "g0.normalization": {"lower_1": 29.81931373460194, "lower_2": 29.649935249173375, "mean": 30.011929641841665, "median": 30.018217855870898, "sigma": 0.19287725330003447, "upper_1": 30.20506824120201, "upper_2": 30.38362985263909}, "g0.sigma": {"lower_1": 3.014082426706033, "lower_2": 2.9949484788280025, "mean": 3.034310763519054, "median": 3.034291297622089, "sigma": 0.020252585646574728, "upper_1": 3.0545875979991823, "upper_2": 3.0738088134339407}, "g1.centre": {"lower_1": 45.024687069172714, "lower_2": 44.93969658328919, "mean": 45.108295002720766, "median": 45.10539950209353, "sigma": 0.08455350469600376, "upper_1": 45.19379407856472, "upper_2": 45.28132143104001}, "g1.normalization": {"lower_1": 49.495167161513805, "lower_2": 47.591157111824586, "mean": 51.15853536820522, "median": 51.17553505324825, "sigma": 1.6791963122682034, "upper_1": 52.85355978605021, "upper_2": 54.26981289651839}, "g1.sigma": {"lower_1": 5.99018242024716, "lower_2": 5.914586428666217, "mean": 6.059072196386495, "median": 6.059632685594478, "sigma": 0.0696165361729002, "upper_1": 6.12941549259296, "upper_2": 6.198454698723491}, "g2.centre": {"lower_1": 59.86197615324849, "lower_2": 59.30028744212538, "mean": 60.353971282461345, "median": 60.3731600834817, "sigma": 0.492908978403662, "upper_1": 60.847794110055816, "upper_2": 61.27309065476319}, "g2.normalization": {"lower_1": 36.80475478939182, "lower_2": 35.32250088901782, "mean": 38.636336699206126, "median": 38.557674858144765, "sigma": 1.7985874975482794, "upper_1": 40.40192978448838, "upper_2": 42.60426943029039}, "g2.sigma": {"lower_1": 9.51920831152569, "lower_2": 9.234436145229308, "mean": 9.847479431167635, "median": 9.834618268230699, "sigma": 0.3268784578296682, "upper_1": 10.172965227185026, "upper_2": 10.530476812495028}}, "ppc_chi2": 64.8283036654361, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 2765.4879612456334, "n_eff_target": 500.0, "n_like": 30900, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.16866785913139515, "g0.centre": 0.3392737328651466, "g0.normalization": 0.09445310714041769, "g0.sigma": 1.6931812174752328, "g1.centre": 1.246542085658984, "g1.normalization": 0.7000581436844465, "g1.sigma": 0.8565879440823303, "g2.centre": 0.7570567789010837, "g2.normalization": -0.8019210318215387, "g2.sigma": -0.5059425844926106}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed_0/nautilus/f946f14204de616b38e862558b7f2aeb"}
measured_at
"2026-10-08T16:17:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: terminated (explored True, shells_full True, n_eff 2773.356341653766, n_eff_target 500.0, n_like 30700, n_like_max None); Kish ESS 2773 vs 500", "reference_limitations": []}
timings
{"compile_s": 0.9683675000051153, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 789.4343991279602, "setup_s": null, "total_s": 811.4343360000057}
diagnostics
{"status": "available", "values": {"ess_kish": 2773.3563416537636, "ess_per_s": 3.5130928481420627, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 30700, "likelihood_share": 0.00015954048986764808, "likelihood_share_basis": "estimated", "log_evidence": 137.02268359654298, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.2344850245325, "max_log_posterior": 186.245278426975, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 4.102500024600886e-06, "posterior": {"background.level": {"lower_1": 0.012052746197516485, "lower_2": 0.00423566047642961, "mean": 0.01929367770060364, "median": 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45.29720279093242}, "g1.normalization": {"lower_1": 49.63538412322981, "lower_2": 47.791801795758936, "mean": 51.297305910380366, "median": 51.37585758037863, "sigma": 1.643773139511584, "upper_1": 52.92293040225298, "upper_2": 54.340167782199714}, "g1.sigma": {"lower_1": 5.992424945447009, "lower_2": 5.917564671389335, "mean": 6.065278492635113, "median": 6.066857515756983, "sigma": 0.07200000958497599, "upper_1": 6.136424964616961, "upper_2": 6.2044382399730225}, "g2.centre": {"lower_1": 59.9056595506844, "lower_2": 59.33865023653527, "mean": 60.389320238236344, "median": 60.41136052343195, "sigma": 0.4835909048632878, "upper_1": 60.87284136041097, "upper_2": 61.278130687463175}, "g2.normalization": {"lower_1": 36.6590387027807, "lower_2": 35.17803529905577, "mean": 38.482624245632344, "median": 38.39269650294138, "sigma": 1.832340745481556, "upper_1": 40.32372019374381, "upper_2": 42.344810173773624}, "g2.sigma": {"lower_1": 9.498700138519549, "lower_2": 9.241040010741647, "mean": 9.823456014771105, "median": 9.811167432876383, "sigma": 0.3259103419493208, "upper_1": 10.15052082241819, "upper_2": 10.4800047979317}}, "posterior_relabelled": {"background.level": {"lower_1": 0.012052746197516485, "lower_2": 0.00423566047642961, "mean": 0.01929367770060364, "median": 0.01926928401704561, "sigma": 0.007388793917780263, "upper_1": 0.02683033403307701, "upper_2": 0.03366706377117319}, "g0.centre": {"lower_1": 24.98655852837543, "lower_2": 24.96725507729961, "mean": 25.005987456579877, "median": 25.00602037991117, "sigma": 0.019238217226098087, "upper_1": 25.025034962827625, "upper_2": 25.044365299865532}, "g0.normalization": {"lower_1": 29.812219306084, "lower_2": 29.621913008795932, "mean": 30.009141679734036, "median": 30.005725587350163, "sigma": 0.19499728010715245, "upper_1": 30.202213866298305, "upper_2": 30.40114258707252}, "g0.sigma": {"lower_1": 3.0142319478386748, "lower_2": 2.9937485070196397, "mean": 3.0344891453668725, "median": 3.0344730682016903, "sigma": 0.020120691821287062, "upper_1": 3.054473331481249, "upper_2": 3.0740930085526856}, "g1.centre": {"lower_1": 45.02902391835054, "lower_2": 44.9486476449643, "mean": 45.11631780489888, "median": 45.113398309903175, "sigma": 0.08815970386525507, "upper_1": 45.20534332608105, "upper_2": 45.29720279093242}, "g1.normalization": {"lower_1": 49.63538412322981, "lower_2": 47.791801795758936, "mean": 51.297305910380366, "median": 51.37585758037863, "sigma": 1.643773139511584, "upper_1": 52.92293040225298, "upper_2": 54.340167782199714}, "g1.sigma": {"lower_1": 5.992424945447009, "lower_2": 5.917564671389335, "mean": 6.065278492635113, "median": 6.066857515756983, "sigma": 0.07200000958497599, "upper_1": 6.136424964616961, "upper_2": 6.2044382399730225}, "g2.centre": {"lower_1": 59.9056595506844, "lower_2": 59.33865023653527, "mean": 60.389320238236344, "median": 60.41136052343195, "sigma": 0.4835909048632878, "upper_1": 60.87284136041097, "upper_2": 61.278130687463175}, "g2.normalization": {"lower_1": 36.6590387027807, "lower_2": 35.17803529905577, "mean": 38.482624245632344, "median": 38.39269650294138, "sigma": 1.832340745481556, "upper_1": 40.32372019374381, "upper_2": 42.344810173773624}, "g2.sigma": {"lower_1": 9.498700138519549, "lower_2": 9.241040010741647, "mean": 9.823456014771105, "median": 9.811167432876383, "sigma": 0.3259103419493208, "upper_1": 10.15052082241819, "upper_2": 10.4800047979317}}, "ppc_chi2": 64.5896182623595, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 2773.356341653766, "n_eff_target": 500.0, "n_like": 30700, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.09889516355247226, "g0.centre": 0.31293855560604333, "g0.normalization": 0.029362395962738045, "g0.sigma": 1.7133142591657233, "g1.centre": 1.286282790564897, "g1.normalization": 0.8370118402028631, "g1.sigma": 0.9285764841194349, "g2.centre": 0.8506374278239263, "g2.normalization": -0.8771859169874048, "g2.sigma": -0.5794003528521983}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed_1/nautilus/6d7c80669de89140cc91fa774d999bf0"}
measured_at
"2026-10-08T16:40:19Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": false, "reason": "failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)", "status": "failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: Terminated: signal SIGTERM (e.g. the SLURM time limit) [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: not completed: failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": null, "setup_s": null, "total_s": 1797.7244747000004}
diagnostics
{"status": "available", "values": {"evals_to_target": 27668, "evals_to_target_basis": "observed", "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "per_call_basis": "numpy_single", "per_call_s": 0.0007863999999244697, "posterior": {}, "posterior_relabelled": {}, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "time_to_target_s": 1795.1291346549988, "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_numpy_fp64/seed_0/nautilus/f946f14204de616b38e862558b7f2aeb"}
measured_at
"2026-10-08T14:58:43Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.04 (g1.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.6 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 138.814 vs ref 138.853", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.245 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.04 (g1.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 64.6 vs ref 64.7; (b)4 reference modes covered 1/1; (c) ln Z_norm 138.814 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 2773.356341653784, n_eff_target 500.0, n_like 30700, n_like_max None); Kish ESS 2773 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1087.1292757987976, "setup_s": null, "total_s": 1113.0054554000017}
diagnostics
{"status": "available", "values": {"ess_kish": 2773.356341653762, "ess_per_s": 2.5510823812705836, "evals_to_target": 26922, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 30700, "likelihood_share": 0.02661997578980171, "likelihood_share_basis": "estimated", "log_evidence": 137.02268359654298, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.2344850245325, "max_log_posterior": 186.245278426975, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0009426500000699889, "posterior": {"background.level": {"lower_1": 0.012052746197516503, "lower_2": 0.004235660476429612, "mean": 0.01929367770060364, "median": 0.01926928401704561, "sigma": 0.007388793917780254, "upper_1": 0.02683033403307701, "upper_2": 0.0336670637711732}, "g0.centre": {"lower_1": 24.98655852837543, "lower_2": 24.96725507729961, "mean": 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0.8506374278239263, "g2.normalization": -0.8771859169874048, "g2.sigma": -0.5794003528522054}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_200/local_numpy_fp64/seed_1/nautilus/6d7c80669de89140cc91fa774d999bf0"}
measured_at
"2026-10-08T16:32:44Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: terminated (explored True, shells_full True, n_eff 4732.748433104385, n_eff_target 500.0, n_like 52300, n_like_max None); Kish ESS 4733 vs 500", "reference_limitations": []}
timings
{"compile_s": 0.8752534000013839, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1662.0906918048859, "setup_s": null, "total_s": 1705.6011811000062}
diagnostics
{"status": "available", "values": {"ess_kish": 4732.748433104433, "ess_per_s": 2.847467022371132, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 52300, "likelihood_share": 0.00011279128835223797, "likelihood_share_basis": "estimated", "log_evidence": 136.97821776654092, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.36120959524112, "max_log_posterior": 186.37519319235307, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 3.5845000093104317e-06, "posterior": {"background.level": {"lower_1": 0.011837914260355898, "lower_2": 0.004320899386104576, "mean": 0.01906477399203706, "median": 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45.29432606948413}, "g1.normalization": {"lower_1": 49.58669435207974, "lower_2": 47.381046587401165, "mean": 51.20159485599778, "median": 51.28274077207805, "sigma": 1.6353666173223687, "upper_1": 52.85742758672448, "upper_2": 54.44164747899045}, "g1.sigma": {"lower_1": 5.987957431175993, "lower_2": 5.9043718227330455, "mean": 6.059939076174693, "median": 6.062395268109006, "sigma": 0.07279328908156568, "upper_1": 6.133544009339125, "upper_2": 6.205027204729459}, "g2.centre": {"lower_1": 59.88635888925738, "lower_2": 59.22745383843659, "mean": 60.36402989440471, "median": 60.3885439503203, "sigma": 0.4881820564418149, "upper_1": 60.86272300214101, "upper_2": 61.3096493225801}, "g2.normalization": {"lower_1": 36.74725999400557, "lower_2": 35.12877526755189, "mean": 38.59110159896282, "median": 38.48846725961748, "sigma": 1.812235335535803, "upper_1": 40.37173066507717, "upper_2": 42.93902463893024}, "g2.sigma": {"lower_1": 9.517912815403859, "lower_2": 9.202800293716944, "mean": 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1.2211147505940259, "g1.normalization": 0.7843750499067402, "g1.sigma": 0.8571568738856004, "g2.centre": 0.7958996960114755, "g2.normalization": -0.8340708906526331, "g2.sigma": -0.5281646406172902}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed_0/nautilus/3ca44f2801b897ccf3aa006779e9b2e9"}
measured_at
"2026-10-08T16:46:28Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: terminated (explored True, shells_full True, n_eff 4648.843205483101, n_eff_target 500.0, n_like 52200, n_like_max None); Kish ESS 4649 vs 500", "reference_limitations": []}
timings
{"compile_s": 0.5903923000005307, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1439.2584722042084, "setup_s": null, "total_s": 1480.9580088000002}
diagnostics
{"status": "available", "values": {"ess_kish": 4648.843205483127, "ess_per_s": 3.230026638900708, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 52200, "likelihood_share": 0.00012761133770405685, "likelihood_share_basis": "estimated", "log_evidence": 136.97683343238464, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": 197.44964933959807, "max_log_posterior": 186.46626987168702, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 3.5184999796911144e-06, "posterior": {"background.level": {"lower_1": 0.011658815669905743, "lower_2": 0.004247867997913648, "mean": 0.019087642701301043, "median": 0.019155272429871095, "sigma": 0.007412643339637626, "upper_1": 0.026484102349180996, "upper_2": 0.03317923360024969}, "g0.centre": {"lower_1": 24.985310111536936, "lower_2": 24.967182433689622, "mean": 25.005322520899867, "median": 25.005305634672382, "sigma": 0.019751578496272515, "upper_1": 25.02481326852948, "upper_2": 25.044000685591815}, "g0.normalization": {"lower_1": 29.819518226062424, "lower_2": 29.625234338668616, "mean": 30.010221351752786, "median": 30.009990166842652, "sigma": 0.19038182192163156, "upper_1": 30.200281869905687, "upper_2": 30.402446439556684}, "g0.sigma": {"lower_1": 3.014594846550358, "lower_2": 2.996649586671644, "mean": 3.0347581064408753, "median": 3.034520199964661, "sigma": 0.02002743344264335, "upper_1": 3.0546497134356447, "upper_2": 3.0747531411234967}, "g1.centre": {"lower_1": 45.021011684362975, "lower_2": 44.93520090650622, "mean": 45.11278895922993, "median": 45.10977007468586, "sigma": 0.0910519233221585, "upper_1": 45.20311553100729, "upper_2": 45.30171857821951}, "g1.normalization": {"lower_1": 49.47793911302896, "lower_2": 47.39486168172374, "mean": 51.21500192808083, "median": 51.30397032866382, "sigma": 1.7442147526957648, "upper_1": 52.96636861842049, "upper_2": 54.38931624377367}, "g1.sigma": {"lower_1": 5.984853848843614, "lower_2": 5.9070059893176055, "mean": 6.06106121330008, "median": 6.064035526419237, "sigma": 0.07527679674041377, "upper_1": 6.135407442324442, "upper_2": 6.204270192009083}, "g2.centre": {"lower_1": 59.85768988529914, "lower_2": 59.22166711625957, "mean": 60.369131758476044, "median": 60.402297790198546, "sigma": 0.5179538650538476, "upper_1": 60.89359761540683, "upper_2": 61.31507068321997}, "g2.normalization": {"lower_1": 36.66359042769156, "lower_2": 35.035855041868615, "mean": 38.57874334341786, "median": 38.464929486148044, "sigma": 1.902871173933523, "upper_1": 40.469332775558605, "upper_2": 42.812522314335745}, "g2.sigma": {"lower_1": 9.495747928682356, "lower_2": 9.197611583598006, "mean": 9.839176975769707, "median": 9.831370748779545, "sigma": 0.34164726411762825, "upper_1": 10.179042456917612, "upper_2": 10.55764025343456}}, "posterior_relabelled": {"background.level": {"lower_1": 0.011658815669905743, "lower_2": 0.004247867997913648, "mean": 0.019087642701301043, "median": 0.019155272429871095, "sigma": 0.007412643339637626, "upper_1": 0.026484102349180996, "upper_2": 0.03317923360024969}, "g0.centre": {"lower_1": 24.985310111536936, "lower_2": 24.967182433689622, "mean": 25.005322520899867, "median": 25.005305634672382, "sigma": 0.019751578496272515, "upper_1": 25.02481326852948, "upper_2": 25.044000685591815}, "g0.normalization": {"lower_1": 29.819518226062424, "lower_2": 29.625234338668616, "mean": 30.010221351752786, "median": 30.009990166842652, "sigma": 0.19038182192163156, "upper_1": 30.200281869905687, "upper_2": 30.402446439556684}, "g0.sigma": {"lower_1": 3.014594846550358, "lower_2": 2.996649586671644, "mean": 3.0347581064408753, "median": 3.034520199964661, "sigma": 0.02002743344264335, "upper_1": 3.0546497134356447, "upper_2": 3.0747531411234967}, "g1.centre": {"lower_1": 45.021011684362975, "lower_2": 44.93520090650622, "mean": 45.11278895922993, "median": 45.10977007468586, "sigma": 0.0910519233221585, "upper_1": 45.20311553100729, "upper_2": 45.30171857821951}, "g1.normalization": {"lower_1": 49.47793911302896, "lower_2": 47.39486168172374, "mean": 51.21500192808083, "median": 51.30397032866382, "sigma": 1.7442147526957648, "upper_1": 52.96636861842049, "upper_2": 54.38931624377367}, "g1.sigma": {"lower_1": 5.984853848843614, "lower_2": 5.9070059893176055, "mean": 6.06106121330008, "median": 6.064035526419237, "sigma": 0.07527679674041377, "upper_1": 6.135407442324442, "upper_2": 6.204270192009083}, "g2.centre": {"lower_1": 59.85768988529914, "lower_2": 59.22166711625957, "mean": 60.369131758476044, "median": 60.402297790198546, "sigma": 0.5179538650538476, "upper_1": 60.89359761540683, "upper_2": 61.31507068321997}, "g2.normalization": {"lower_1": 36.66359042769156, "lower_2": 35.035855041868615, "mean": 38.57874334341786, "median": 38.464929486148044, "sigma": 1.902871173933523, "upper_1": 40.469332775558605, "upper_2": 42.812522314335745}, "g2.sigma": {"lower_1": 9.495747928682356, "lower_2": 9.197611583598006, "mean": 9.839176975769707, "median": 9.831370748779545, "sigma": 0.34164726411762825, "upper_1": 10.179042456917612, "upper_2": 10.55764025343456}}, "ppc_chi2": 64.65667814076814, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 4648.843205483101, "n_eff_target": 500.0, "n_like": 52200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.11395767089074613, "g0.centre": 0.26861826123837995, "g0.normalization": 0.0524743735605398, "g0.sigma": 1.7236457214312297, "g1.centre": 1.2055766718674938, "g1.normalization": 0.7475973509847204, "g1.sigma": 0.8506675256129493, "g2.centre": 0.7767058368349503, "g2.normalization": -0.8067127900617321, "g2.sigma": -0.4935770571907657}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed_1/nautilus/e4eaae8e2b64f0e700cbb6f3953a15a5"}
measured_at
"2026-10-08T16:57:31Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.02 (g0.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.9 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 138.770 vs ref 138.853", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.375 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.02 (g0.centre); (b)2 sigma ratio in band; (b)3 ppc_chi2 64.9 vs ref 64.7; (b)4 reference modes covered 1/1; (c) ln Z_norm 138.770 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 4732.748433104433, n_eff_target 500.0, n_like 52300, n_like_max None); Kish ESS 4733 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 3338.29270362854, "setup_s": null, "total_s": 3415.3513821000015}
diagnostics
{"status": "available", "values": {"ess_kish": 4732.748433104426, "ess_per_s": 1.4177152374805808, "evals_to_target": 47229, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 52300, "likelihood_share": 0.014396122307245712, "likelihood_share_basis": "estimated", "log_evidence": 136.97821776654092, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.36120959524112, "max_log_posterior": 186.37519319235307, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0009189000011247117, "posterior": {"background.level": {"lower_1": 0.011837914260355903, "lower_2": 0.004320899386104576, "mean": 0.019064773992037057, "median": 0.01913957402752965, "sigma": 0.007236533882963247, "upper_1": 0.026310982026282397, "upper_2": 0.033477431725055684}, "g0.centre": {"lower_1": 24.986708835976465, "lower_2": 24.96790325474801, "mean": 25.006032504715293, "median": 25.006299592611114, "sigma": 0.019280124582115477, "upper_1": 25.025269085140696, "upper_2": 25.04319965019962}, "g0.normalization": {"lower_1": 29.82025413552246, "lower_2": 29.637076518968087, "mean": 30.013064458097723, "median": 30.010341423665125, "sigma": 0.19377124268015145, "upper_1": 30.207796620882764, "upper_2": 30.39849979378542}, "g0.sigma": {"lower_1": 3.0159660965236297, "lower_2": 2.997342756477021, "mean": 3.035111853542422, "median": 3.034804408715956, "sigma": 0.01953537874207023, "upper_1": 3.05503685400777, "upper_2": 3.0751691954500453}, "g1.centre": {"lower_1": 45.02259862202659, "lower_2": 44.93545492008251, "mean": 45.11213725577973, "median": 45.109597811533774, "sigma": 0.08975226241469869, "upper_1": 45.20210314685599, "upper_2": 45.29432606948412}, "g1.normalization": {"lower_1": 49.58669435207974, "lower_2": 47.38104658740117, "mean": 51.20159485599778, "median": 51.28274077207805, "sigma": 1.6353666173223687, "upper_1": 52.85742758672448, "upper_2": 54.44164747899045}, "g1.sigma": {"lower_1": 5.987957431175993, "lower_2": 5.9043718227330455, "mean": 6.059939076174695, "median": 6.062395268109006, "sigma": 0.07279328908156524, "upper_1": 6.133544009339124, "upper_2": 6.205027204729459}, "g2.centre": {"lower_1": 59.88635888925738, "lower_2": 59.22745383843659, "mean": 60.364029894404716, "median": 60.3885439503203, "sigma": 0.4881820564418149, "upper_1": 60.86272300214101, "upper_2": 61.3096493225801}, "g2.normalization": {"lower_1": 36.74725999400557, "lower_2": 35.12877526755189, "mean": 38.59110159896282, "median": 38.48846725961748, "sigma": 1.812235335535803, "upper_1": 40.37173066507717, "upper_2": 42.93902463893027}, "g2.sigma": {"lower_1": 9.517912815403859, "lower_2": 9.202800293716944, "mean": 9.841952485563766, "median": 9.829976633095143, "sigma": 0.3219135735897538, "upper_1": 10.161739962583367, "upper_2": 10.572610509335304}}, "posterior_relabelled": {"background.level": {"lower_1": 0.011837914260355903, "lower_2": 0.004320899386104576, "mean": 0.019064773992037057, "median": 0.01913957402752965, "sigma": 0.007236533882963247, "upper_1": 0.026310982026282397, "upper_2": 0.033477431725055684}, "g0.centre": {"lower_1": 24.986708835976465, "lower_2": 24.96790325474801, "mean": 25.006032504715293, "median": 25.006299592611114, "sigma": 0.019280124582115477, "upper_1": 25.025269085140696, "upper_2": 25.04319965019962}, "g0.normalization": {"lower_1": 29.82025413552246, "lower_2": 29.637076518968087, "mean": 30.013064458097723, "median": 30.010341423665125, "sigma": 0.19377124268015145, "upper_1": 30.207796620882764, "upper_2": 30.39849979378542}, "g0.sigma": {"lower_1": 3.0159660965236297, "lower_2": 2.997342756477021, "mean": 3.035111853542422, "median": 3.034804408715956, "sigma": 0.01953537874207023, "upper_1": 3.05503685400777, "upper_2": 3.0751691954500453}, "g1.centre": {"lower_1": 45.02259862202659, "lower_2": 44.93545492008251, "mean": 45.11213725577973, "median": 45.109597811533774, "sigma": 0.08975226241469869, "upper_1": 45.20210314685599, "upper_2": 45.29432606948412}, "g1.normalization": {"lower_1": 49.58669435207974, "lower_2": 47.38104658740117, "mean": 51.20159485599778, "median": 51.28274077207805, "sigma": 1.6353666173223687, "upper_1": 52.85742758672448, "upper_2": 54.44164747899045}, "g1.sigma": {"lower_1": 5.987957431175993, "lower_2": 5.9043718227330455, "mean": 6.059939076174695, "median": 6.062395268109006, "sigma": 0.07279328908156524, "upper_1": 6.133544009339124, "upper_2": 6.205027204729459}, "g2.centre": {"lower_1": 59.88635888925738, "lower_2": 59.22745383843659, "mean": 60.364029894404716, "median": 60.3885439503203, "sigma": 0.4881820564418149, "upper_1": 60.86272300214101, "upper_2": 61.3096493225801}, "g2.normalization": {"lower_1": 36.74725999400557, "lower_2": 35.12877526755189, "mean": 38.59110159896282, "median": 38.48846725961748, "sigma": 1.812235335535803, "upper_1": 40.37173066507717, "upper_2": 42.93902463893027}, "g2.sigma": {"lower_1": 9.517912815403859, "lower_2": 9.202800293716944, "mean": 9.841952485563766, "median": 9.829976633095143, "sigma": 0.3219135735897538, "upper_1": 10.161739962583367, "upper_2": 10.572610509335304}}, "ppc_chi2": 64.93010388669543, "target_log_likelihood": 196.3793118300511, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 4732.748433104433, "n_eff_target": 500.0, "n_like": 52300, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "time_to_target_s": 3180.4568967819214, "truth_delta_sigma": {"background.level": -0.11890028933548195, "g0.centre": 0.32674024404167124, "g0.normalization": 0.053369238500445434, "g0.sigma": 1.7816091090675052, "g1.centre": 1.2211147505940259, "g1.normalization": 0.7843750499067402, "g1.sigma": 0.8571568738856056, "g2.centre": 0.7958996960114755, "g2.normalization": -0.8340708906526331, "g2.sigma": -0.5281646406172817}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_numpy_fp64/seed_0/nautilus/3ca44f2801b897ccf3aa006779e9b2e9"}
measured_at
"2026-10-08T15:57:13Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.03 (g0.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 64.7 vs ref 64.7", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 138.769 vs ref 138.853", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 186.466 vs ref MAP 186.668", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.03 (g0.centre); (b)2 sigma ratio in band; (b)3 ppc_chi2 64.7 vs ref 64.7; (b)4 reference modes covered 1/1; (c) ln Z_norm 138.769 vs ref 138.853 [reference limitations: the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 4648.843205483168, n_eff_target 500.0, n_like 52200, n_like_max None); Kish ESS 4649 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 2.3307330227860916, worst median 0.06 sigma at dynesty_static_seed1:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1534.3508150577545, "setup_s": null, "total_s": 1572.1778831999982}
diagnostics
{"status": "available", "values": {"ess_kish": 4648.843205483127, "ess_per_s": 3.0298437357744294, "evals_to_target": 47031, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 52200, "likelihood_share": 0.028698332539997165, "likelihood_share_basis": "estimated", "log_evidence": 136.97683343238464, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "max_log_likelihood": 197.44964933959804, "max_log_posterior": 186.466269871687, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.000843549998535309, "posterior": {"background.level": {"lower_1": 0.011658815669905738, "lower_2": 0.004247867997913645, "mean": 0.01908764270130104, "median": 0.01915527242987109, "sigma": 0.007412643339637636, "upper_1": 0.02648410234918101, "upper_2": 0.03317923360024981}, "g0.centre": {"lower_1": 24.985310111536936, "lower_2": 24.967182433689622, "mean": 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52.96636861842049, "upper_2": 54.38931624377367}, "g1.sigma": {"lower_1": 5.984853848843617, "lower_2": 5.9070059893176055, "mean": 6.06106121330008, "median": 6.064035526419237, "sigma": 0.07527679674041288, "upper_1": 6.135407442324443, "upper_2": 6.2042701920090835}, "g2.centre": {"lower_1": 59.85768988529914, "lower_2": 59.22166711625957, "mean": 60.369131758476044, "median": 60.402297790198546, "sigma": 0.5179538650538476, "upper_1": 60.89359761540683, "upper_2": 61.31507068321998}, "g2.normalization": {"lower_1": 36.66359042769156, "lower_2": 35.03585504186861, "mean": 38.57874334341786, "median": 38.46492948614804, "sigma": 1.902871173933523, "upper_1": 40.469332775558605, "upper_2": 42.812522314335745}, "g2.sigma": {"lower_1": 9.495747928682356, "lower_2": 9.197611583598006, "mean": 9.839176975769707, "median": 9.831370748779545, "sigma": 0.34164726411762825, "upper_1": 10.179042456917612, "upper_2": 10.55764025343456}}, "posterior_relabelled": {"background.level": {"lower_1": 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"median": 45.10977007468586, "sigma": 0.0910519233221585, "upper_1": 45.20311553100729, "upper_2": 45.30171857821951}, "g1.normalization": {"lower_1": 49.47793911302896, "lower_2": 47.39486168172374, "mean": 51.21500192808084, "median": 51.30397032866382, "sigma": 1.7442147526957648, "upper_1": 52.96636861842049, "upper_2": 54.38931624377367}, "g1.sigma": {"lower_1": 5.984853848843617, "lower_2": 5.9070059893176055, "mean": 6.06106121330008, "median": 6.064035526419237, "sigma": 0.07527679674041288, "upper_1": 6.135407442324443, "upper_2": 6.2042701920090835}, "g2.centre": {"lower_1": 59.85768988529914, "lower_2": 59.22166711625957, "mean": 60.369131758476044, "median": 60.402297790198546, "sigma": 0.5179538650538476, "upper_1": 60.89359761540683, "upper_2": 61.31507068321998}, "g2.normalization": {"lower_1": 36.66359042769156, "lower_2": 35.03585504186861, "mean": 38.57874334341786, "median": 38.46492948614804, "sigma": 1.902871173933523, "upper_1": 40.469332775558605, "upper_2": 42.812522314335745}, "g2.sigma": {"lower_1": 9.495747928682356, "lower_2": 9.197611583598006, "mean": 9.839176975769707, "median": 9.831370748779545, "sigma": 0.34164726411762825, "upper_1": 10.179042456917612, "upper_2": 10.55764025343456}}, "ppc_chi2": 64.65667814076814, "target_log_likelihood": 196.3793118300511, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 4648.843205483168, "n_eff_target": 500.0, "n_like": 52200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "time_to_target_s": 1422.5131351947784, "truth_delta_sigma": {"background.level": -0.11395767089074645, "g0.centre": 0.26861826123837995, "g0.normalization": 0.0524743735605398, "g0.sigma": 1.7236457214312297, "g1.centre": 1.2055766718674938, "g1.normalization": 0.7475973509847204, "g1.sigma": 0.8506675256129594, "g2.centre": 0.7767058368349503, "g2.normalization": -0.8067127900617359, "g2.sigma": -0.4935770571907657}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/nautilus/n_live_400/local_numpy_fp64/seed_1/nautilus/e4eaae8e2b64f0e700cbb6f3953a15a5"}
measured_at
"2026-10-08T16:53:44Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/smc/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"smc"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {}, "settings_name": "default", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: no chain diagnostics recorded", "reference_limitations": []}
timings
{"compile_s": 1.3018542999998317, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 607.1887984275818, "setup_s": null, "total_s": 631.6644508999998}
diagnostics
{"status": "available", "values": {"ess_kish": 251.0000000000001, "ess_per_s": 0.41338048503201497, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 256, "likelihood_share": 5.185866487789147e-05, "likelihood_share_basis": "estimated", "log_evidence": -13620.353982730852, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168778, "max_log_likelihood": -13595.040089117565, "max_log_posterior": -13606.195072183396, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0001230000016221311, "posterior": {"background.level": {"lower_1": -0.1384719548524138, "lower_2": -0.1384719548524138, "mean": -0.13847195485241384, "median": -0.1384719548524138, "sigma": 0.0, "upper_1": -0.1384719548524138, "upper_2": -0.1384719548524138}, "g0.centre": {"lower_1": 41.50198004337917, "lower_2": 41.50198004337917, "mean": 41.50198004337917, "median": 41.50198004337917, "sigma": 0.0, "upper_1": 41.50198004337917, "upper_2": 41.50198004337917}, "g0.normalization": {"lower_1": 74.30661250695472, "lower_2": 74.30661250695472, "mean": 74.30661250695474, "median": 74.30661250695472, "sigma": 0.0, "upper_1": 74.30661250695472, "upper_2": 74.30661250695472}, "g0.sigma": {"lower_1": 19.346517113301424, "lower_2": 19.346517113301424, "mean": 19.34651711330143, "median": 19.346517113301424, "sigma": 0.0, "upper_1": 19.346517113301424, "upper_2": 19.346517113301424}, "g1.centre": {"lower_1": 45.035219236192674, "lower_2": 45.035219236192674, "mean": 45.03521923619269, "median": 45.035219236192674, "sigma": 0.0, "upper_1": 45.035219236192674, "upper_2": 45.035219236192674}, "g1.normalization": {"lower_1": 38.54597540184866, "lower_2": 38.54597540184866, "mean": 38.54597540184865, "median": 38.54597540184866, "sigma": 0.0, "upper_1": 38.54597540184866, "upper_2": 38.54597540184866}, "g1.sigma": {"lower_1": 23.94007194877384, "lower_2": 23.94007194877384, "mean": 23.940071948773845, "median": 23.94007194877384, "sigma": 0.0, "upper_1": 23.94007194877384, "upper_2": 23.94007194877384}, "g2.centre": {"lower_1": 48.75174205597077, "lower_2": 48.75174205597077, "mean": 48.751742055970766, "median": 48.75174205597077, "sigma": 0.0, "upper_1": 48.75174205597077, "upper_2": 48.75174205597077}, "g2.normalization": {"lower_1": 24.40849983519277, "lower_2": 24.40849983519277, "mean": 24.40849983519277, "median": 24.40849983519277, "sigma": 0.0, "upper_1": 24.40849983519277, "upper_2": 24.40849983519277}, "g2.sigma": {"lower_1": 6.451208656903384, "lower_2": 6.451208656903384, "mean": 6.4512086569033835, "median": 6.451208656903384, "sigma": 0.0, "upper_1": 6.451208656903384, "upper_2": 6.451208656903384}}, "posterior_relabelled": {"background.level": {"lower_1": -0.1384719548524138, "lower_2": -0.1384719548524138, "mean": -0.13847195485241384, "median": -0.1384719548524138, "sigma": 0.0, "upper_1": -0.1384719548524138, "upper_2": -0.1384719548524138}, "g0.centre": {"lower_1": 41.50198004337917, "lower_2": 41.50198004337917, "mean": 41.50198004337917, "median": 41.50198004337917, "sigma": 0.0, "upper_1": 41.50198004337917, "upper_2": 41.50198004337917}, "g0.normalization": {"lower_1": 74.30661250695472, "lower_2": 74.30661250695472, "mean": 74.30661250695474, "median": 74.30661250695472, "sigma": 0.0, "upper_1": 74.30661250695472, "upper_2": 74.30661250695472}, "g0.sigma": {"lower_1": 19.346517113301424, "lower_2": 19.346517113301424, "mean": 19.34651711330143, "median": 19.346517113301424, "sigma": 0.0, "upper_1": 19.346517113301424, "upper_2": 19.346517113301424}, "g1.centre": {"lower_1": 45.035219236192674, "lower_2": 45.035219236192674, "mean": 45.03521923619269, "median": 45.035219236192674, "sigma": 0.0, "upper_1": 45.035219236192674, "upper_2": 45.035219236192674}, "g1.normalization": {"lower_1": 38.54597540184866, "lower_2": 38.54597540184866, "mean": 38.54597540184865, "median": 38.54597540184866, "sigma": 0.0, "upper_1": 38.54597540184866, "upper_2": 38.54597540184866}, "g1.sigma": {"lower_1": 23.94007194877384, "lower_2": 23.94007194877384, "mean": 23.940071948773845, "median": 23.94007194877384, "sigma": 0.0, "upper_1": 23.94007194877384, "upper_2": 23.94007194877384}, "g2.centre": {"lower_1": 48.75174205597077, "lower_2": 48.75174205597077, "mean": 48.751742055970766, "median": 48.75174205597077, "sigma": 0.0, "upper_1": 48.75174205597077, "upper_2": 48.75174205597077}, "g2.normalization": {"lower_1": 24.40849983519277, "lower_2": 24.40849983519277, "mean": 24.40849983519277, "median": 24.40849983519277, "sigma": 0.0, "upper_1": 24.40849983519277, "upper_2": 24.40849983519277}, "g2.sigma": {"lower_1": 6.451208656903384, "lower_2": 6.451208656903384, "mean": 6.4512086569033835, "median": 6.451208656903384, "sigma": 0.0, "upper_1": 6.451208656903384, "upper_2": 6.451208656903384}}, "ppc_chi2": 27650.067636567834, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/smc/default/local_jax_cpu_fp64_cache_warm/seed_0/smc/65231ecd0a62af4fa253810fa2a19405"}
measured_at
"2026-10-08T14:28:37Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/smc/default/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"smc"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {}, "settings_name": "default", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: no complete reference for gaussian_x3_blend/jax_cpu (reference status: pending) | convergence: no chain diagnostics recorded", "reference_limitations": []}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
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measured_at
"2026-10-08T17:09:23Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/zeus/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"zeus"
configuration
{"assertion_mechanism": "xp_where_penalty", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
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hardware
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precision
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seed
0
dependency_revisions
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library_version
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execution
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scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/zeus/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed_0/zeus/73958b6c746ad965ec1a254da0824648"}
measured_at
"2026-10-08T14:34:37Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/zeus/walkers_50_steps_2000/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed0"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"zeus"
configuration
{"assertion_mechanism": "raise_resample", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 1, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "g0.centre < g1.centre < g2.centre", "background.level": "U(-1, 1)", "centre": "U(0, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
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library_version
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execution
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scientific
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timings
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diagnostics
{"status": "available", "values": {"evals_to_target": 208110, "evals_to_target_basis": "observed", "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 193.46534844168775, "per_call_basis": "numpy_single", "per_call_s": 0.0008962500014604302, "posterior": {}, "posterior_relabelled": {}, "target_log_likelihood": 196.3793118300511, "time_to_target_basis": "observed", "time_to_target_s": 453.408495426178, "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 25.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 45.0, "g1.normalization": 50.0, "g1.sigma": 6.0, "g2.centre": 60.0, "g2.normalization": 40.0, "g2.sigma": 10.0}}}
comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
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measured_at
"2026-10-08T14:23:55Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_blend/data_seed1/zeus/walkers_50_steps_2000/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_blend/data_seed1/seed1"
dataset
{"class": "gaussian_x3_blend", "id": "gaussian_x3_blend/data_seed1", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"zeus"
configuration
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backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
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library_version
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execution
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scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_blend/data_seed1/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_blend/data_seed1/zeus/walkers_50_steps_2000/local_numpy_fp64/seed_1/zeus/73958b6c746ad965ec1a254da0824648"}
measured_at
"2026-10-08T17:06:38Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -79669.784 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -79669.784 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -79669.784 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.9610879000028945, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 9.604505777359009, "setup_s": null, "total_s": 35.51664779999919}
diagnostics
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"median": 1.0822416312044232, "sigma": 0.0032755355952506227, "upper_1": 1.085517166799674, "upper_2": 1.085517166799674}, "g1.sigma": {"lower_1": 15.242555860670375, "lower_2": 15.242555860670375, "mean": 15.242627847650937, "median": 15.242627847650937, "sigma": 7.198698056232189e-05, "upper_1": 15.2426998346315, "upper_2": 15.2426998346315}, "g2.centre": {"lower_1": 82.32238593864705, "lower_2": 82.32238593864705, "mean": 82.32244976832716, "median": 82.32244976832716, "sigma": 6.382968011564571e-05, "upper_1": 82.32251359800728, "upper_2": 82.32251359800728}, "g2.normalization": {"lower_1": 1.044898100933787, "lower_2": 1.044898100933787, "mean": 1.0472758716786803, "median": 1.0472758716786803, "sigma": 0.002377770744893204, "upper_1": 1.0496536424235734, "upper_2": 1.0496536424235734}, "g2.sigma": {"lower_1": 15.420065259225312, "lower_2": 15.420065259225312, "mean": 15.42012110340296, "median": 15.42012110340296, "sigma": 5.584417764836758e-05, "upper_1": 15.42017694758061, "upper_2": 15.42017694758061}}, "posterior_relabelled": {"background.level": {"lower_1": -0.00521035886866, "lower_2": -0.00521035886866, "mean": 0.2472498838070784, "median": 0.2472498838070784, "sigma": 0.2524602426757384, "upper_1": 0.4997101264828168, "upper_2": 0.4997101264828168}, "g0.centre": {"lower_1": 17.28879690171444, "lower_2": 17.28879690171444, "mean": 17.28885085511657, "median": 17.28885085511657, "sigma": 5.39534021317678e-05, "upper_1": 17.288904808518705, "upper_2": 17.288904808518705}, "g0.normalization": {"lower_1": 0.9203568018425277, "lower_2": 0.9203568018425277, "mean": 0.9222741711425989, "median": 0.9222741711425989, "sigma": 0.0019173693000712477, "upper_1": 0.9241915404426702, "upper_2": 0.9241915404426702}, "g0.sigma": {"lower_1": 14.968670591185836, "lower_2": 14.968670591185836, "mean": 14.968705160455599, "median": 14.968705160455599, "sigma": 3.45692697623079e-05, "upper_1": 14.96873972972536, "upper_2": 14.96873972972536}, "g1.centre": {"lower_1": 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1.0472758716786803, "sigma": 0.002377770744893204, "upper_1": 1.0496536424235734, "upper_2": 1.0496536424235734}, "g2.sigma": {"lower_1": 15.420065259225312, "lower_2": 15.420065259225312, "mean": 15.42012110340296, "median": 15.42012110340296, "sigma": 5.584417764836758e-05, "upper_1": 15.42017694758061, "upper_2": 15.42017694758061}}, "ppc_chi2": 159799.4521701788, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.9001412713484541, "g0.centre": -50249.82740221125, "g0.normalization": -15165.427874419862, "g0.sigma": 346223.83529505454, "g1.centre": -9715.00660645501, "g1.normalization": -14934.277752842649, "g1.sigma": 156175.84957487922, "g2.centre": 36385.10743151742, "g2.normalization": -16382.035236988693, "g2.sigma": 186592.79341554703}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_0/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:29:08Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78788.341 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78788.341 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78788.341 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.2276469999997062, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.11128854751587, "setup_s": null, "total_s": 35.4059699999998}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_1/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:29:08Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78912.570 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78912.570 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78912.570 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.066580000002432, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.3093740940094, "setup_s": null, "total_s": 35.63130570000067}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.1939981983156636, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -78912.65099089169, "max_log_posterior": -78912.56954389159, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010314999963156879, "posterior": {"background.level": {"lower_1": 0.01401508996767, "lower_2": 0.01401508996767, "mean": 0.26647513824406743, "median": 0.26647513824406743, "sigma": 0.25246004827639745, "upper_1": 0.5189351865204649, "upper_2": 0.5189351865204649}, "g0.centre": {"lower_1": 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"median": 1.0578160577879356, "sigma": 0.0033045622500278427, "upper_1": 1.0611206200379635, "upper_2": 1.0611206200379635}, "g1.sigma": {"lower_1": 15.036823304375483, "lower_2": 15.036823304375483, "mean": 15.036897665371033, "median": 15.036897665371033, "sigma": 7.436099554869458e-05, "upper_1": 15.03697202636658, "upper_2": 15.03697202636658}, "g2.centre": {"lower_1": 82.69039809938876, "lower_2": 82.69039809938876, "mean": 82.69045574740012, "median": 82.69045574740012, "sigma": 5.7648011363653495e-05, "upper_1": 82.69051339541149, "upper_2": 82.69051339541149}, "g2.normalization": {"lower_1": 0.9172609885436318, "lower_2": 0.9172609885436318, "mean": 0.9196299802668905, "median": 0.9196299802668905, "sigma": 0.002368991723258662, "upper_1": 0.9219989719901491, "upper_2": 0.9219989719901491}, "g2.sigma": {"lower_1": 15.248907864845009, "lower_2": 15.248907864845009, "mean": 15.24895896621576, "median": 15.24895896621576, "sigma": 5.11013707509278e-05, "upper_1": 15.24901006758651, "upper_2": 15.24901006758651}}, "posterior_relabelled": {"background.level": {"lower_1": 0.01401508996767, "lower_2": 0.01401508996767, "mean": 0.26647513824406743, "median": 0.26647513824406743, "sigma": 0.25246004827639745, "upper_1": 0.5189351865204649, "upper_2": 0.5189351865204649}, "g0.centre": {"lower_1": 17.35840936546161, "lower_2": 17.35840936546161, "mean": 17.358464650074637, "median": 17.358464650074637, "sigma": 5.52846130243978e-05, "upper_1": 17.35851993468766, "upper_2": 17.35851993468766}, "g0.normalization": {"lower_1": 0.9383692362298549, "lower_2": 0.9383692362298549, "mean": 0.9402734741878107, "median": 0.9402734741878107, "sigma": 0.0019042379579557456, "upper_1": 0.9421777121457664, "upper_2": 0.9421777121457664}, "g0.sigma": {"lower_1": 15.270761973662015, "lower_2": 15.270761973662015, "mean": 15.270793759322913, "median": 15.270793759322913, "sigma": 3.1785660897121204e-05, "upper_1": 15.27082554498381, "upper_2": 15.27082554498381}, 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"mean": 0.9196299802668905, "median": 0.9196299802668905, "sigma": 0.002368991723258662, "upper_1": 0.9219989719901491, "upper_2": 0.9219989719901491}, "g2.sigma": {"lower_1": 15.248907864845009, "lower_2": 15.248907864845009, "mean": 15.24895896621576, "median": 15.24895896621576, "sigma": 5.11013707509278e-05, "upper_1": 15.24901006758651, "upper_2": 15.24901006758651}}, "ppc_chi2": 216773.08109402301, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.976293635079331, "g0.centre": -47780.66093651808, "g0.normalization": -15260.554178327924, "g0.sigma": 386048.09253578447, "g1.centre": 20359.01656521525, "g1.normalization": -14810.489329350567, "g1.sigma": 148423.21009733694, "g2.centre": 46670.3999627718, "g2.normalization": -16496.625815972115, "g2.sigma": 200561.33163570135}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_2/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:29:11Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65983.159 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65983.159 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65983.159 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_3/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:29:23Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65930.738 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65930.738 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65930.738 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.215174199998728, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 9.393560886383057, "setup_s": null, "total_s": 37.432726700000785}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.2129118046064095, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -65930.72114714484, "max_log_posterior": -65930.73789425935, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010609999844746199, "posterior": {"background.level": {"lower_1": -0.01438588635869, "lower_2": -0.01438588635869, "mean": 0.49053473960977045, "median": 0.49053473960977045, "sigma": 0.5049206259684604, "upper_1": 0.9954553655782309, "upper_2": 0.9954553655782309}, "g0.centre": {"lower_1": 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"median": 1.009566941610148, "sigma": 0.0065459160997571875, "upper_1": 1.0161128577099052, "upper_2": 1.0161128577099052}, "g1.sigma": {"lower_1": 15.19801692698895, "lower_2": 15.19801692698895, "mean": 15.198150957911004, "median": 15.198150957911004, "sigma": 0.00013403092205432898, "upper_1": 15.19828498883306, "upper_2": 15.19828498883306}, "g2.centre": {"lower_1": 82.23877407679812, "lower_2": 82.23877407679812, "mean": 82.23890409380225, "median": 82.23890409380225, "sigma": 0.00013001700412473838, "upper_1": 82.23903411080637, "upper_2": 82.23903411080637}, "g2.normalization": {"lower_1": 1.0727427585432177, "lower_2": 1.0727427585432177, "mean": 1.0774915767347586, "median": 1.0774915767347586, "sigma": 0.004748818191540938, "upper_1": 1.0822403949262995, "upper_2": 1.0822403949262995}, "g2.sigma": {"lower_1": 15.534396147142516, "lower_2": 15.534396147142516, "mean": 15.534507691812617, "median": 15.534507691812617, "sigma": 0.00011154467010232594, "upper_1": 15.53461923648272, "upper_2": 15.53461923648272}}, "posterior_relabelled": {"background.level": {"lower_1": -0.01438588635869, "lower_2": -0.01438588635869, "mean": 0.49053473960977045, "median": 0.49053473960977045, "sigma": 0.5049206259684604, "upper_1": 0.9954553655782309, "upper_2": 0.9954553655782309}, "g0.centre": {"lower_1": 17.47103645109552, "lower_2": 17.47103645109552, "mean": 17.471143075680168, "median": 17.471143075680168, "sigma": 0.00010662458464416602, "upper_1": 17.47124970026481, "upper_2": 17.47124970026481}, "g0.normalization": {"lower_1": 0.9170464509147718, "lower_2": 0.9170464509147718, "mean": 0.920880288971302, "median": 0.920880288971302, "sigma": 0.0038338380565302588, "upper_1": 0.9247141270278323, "upper_2": 0.9247141270278323}, "g0.sigma": {"lower_1": 15.367331834694797, "lower_2": 15.367331834694797, "mean": 15.367392298160834, "median": 15.367392298160834, "sigma": 6.046346603660879e-05, "upper_1": 15.36745276162687, "upper_2": 15.36745276162687}, 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1.0774915767347586, "median": 1.0774915767347586, "sigma": 0.004748818191540938, "upper_1": 1.0822403949262995, "upper_2": 1.0822403949262995}, "g2.sigma": {"lower_1": 15.534396147142516, "lower_2": 15.534396147142516, "mean": 15.534507691812617, "median": 15.534507691812617, "sigma": 0.00011154467010232594, "upper_1": 15.53461923648272, "upper_2": 15.53461923648272}}, "ppc_chi2": 132321.42975262238, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.9318984319708938, "g0.centre": -23717.390625804415, "g0.normalization": -7584.858640937535, "g0.sigma": 204543.2243443132, "g1.centre": -5569.330554834045, "g1.normalization": -7484.121750385266, "g1.sigma": 83549.01082730648, "g2.centre": 17220.086779220368, "g2.normalization": -8196.251541614678, "g2.sigma": 94442.05341365702}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_4/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:29:55Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78757.092 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78757.092 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78757.092 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_5/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:29:55Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78842.670 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78842.670 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78842.670 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.9601504999991448, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 9.539642095565796, "setup_s": null, "total_s": 35.63403749999998}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.2096514711940438, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -78842.64373425198, "max_log_posterior": -78842.66953178484, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.225000030710362e-05, "posterior": {"background.level": {"lower_1": 0.01543658362963, "lower_2": 0.01543658362963, "mean": 0.26789666796862766, "median": 0.2678966679686277, "sigma": 0.2524600843389977, "upper_1": 0.5203567523076253, "upper_2": 0.5203567523076253}, "g0.centre": {"lower_1": 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"median": 0.9785231623441021, "sigma": 0.003286568909331322, "upper_1": 0.9818097312534334, "upper_2": 0.9818097312534334}, "g1.sigma": {"lower_1": 15.307447854379033, "lower_2": 15.307447854379033, "mean": 15.307513325784772, "median": 15.307513325784772, "sigma": 6.547140573864851e-05, "upper_1": 15.30757879719051, "upper_2": 15.30757879719051}, "g2.centre": {"lower_1": 82.38601678835948, "lower_2": 82.38601678835948, "mean": 82.3860784232426, "median": 82.3860784232426, "sigma": 6.163488310306775e-05, "upper_1": 82.38614005812569, "upper_2": 82.38614005812569}, "g2.normalization": {"lower_1": 0.9970349026766859, "lower_2": 0.9970349026766859, "mean": 0.9994116507680995, "median": 0.9994116507680995, "sigma": 0.002376748091413472, "upper_1": 1.0017883988595129, "upper_2": 1.0017883988595129}, "g2.sigma": {"lower_1": 15.464259881308953, "lower_2": 15.464259881308953, "mean": 15.464312903855916, "median": 15.464312903855916, "sigma": 5.3022546963710226e-05, "upper_1": 15.46436592640288, "upper_2": 15.46436592640288}}, "posterior_relabelled": {"background.level": {"lower_1": 0.01543658362963, "lower_2": 0.01543658362963, "mean": 0.26789666796862766, "median": 0.2678966679686277, "sigma": 0.2524600843389977, "upper_1": 0.5203567523076253, "upper_2": 0.5203567523076253}, "g0.centre": {"lower_1": 17.71401043863762, "lower_2": 17.71401043863762, "mean": 17.714070984451563, "median": 17.714070984451563, "sigma": 6.054581394465686e-05, "upper_1": 17.714131530265508, "upper_2": 17.714131530265508}, "g0.normalization": {"lower_1": 1.039437219976554, "lower_2": 1.039437219976554, "mean": 1.0413580261034732, "median": 1.0413580261034732, "sigma": 0.001920806126919139, "upper_1": 1.0432788322303923, "upper_2": 1.0432788322303923}, "g0.sigma": {"lower_1": 15.34161381254133, "lower_2": 15.34161381254133, "mean": 15.34164792701026, "median": 15.34164792701026, "sigma": 3.411446892975789e-05, "upper_1": 15.34168204147919, "upper_2": 15.34168204147919}, "g1.centre": 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0.9994116507680995, "median": 0.9994116507680995, "sigma": 0.002376748091413472, "upper_1": 1.0017883988595129, "upper_2": 1.0017883988595129}, "g2.sigma": {"lower_1": 15.464259881308953, "lower_2": 15.464259881308953, "mean": 15.464312903855916, "median": 15.464312903855916, "sigma": 5.3022546963710226e-05, "upper_1": 15.46436592640288, "upper_2": 15.46436592640288}}, "ppc_chi2": 158145.27492683672, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.9819242064252727, "g0.centre": -37755.36022420868, "g0.normalization": -15076.296127993146, "g0.sigma": 361771.65625593835, "g1.centre": -3728.1230931612326, "g1.normalization": -14915.700291106841, "g1.sigma": 172709.18805260689, "g2.centre": 38713.11671432102, "g2.normalization": -16409.22253819416, "g2.sigma": 197355.90806337382}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_6/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:29:57Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65989.809 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65989.809 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65989.809 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_7/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:30:13Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -79511.615 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -79511.615 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -79511.615 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.2300450000002456, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.053674221038818, "setup_s": null, "total_s": 37.34510069999669}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.1532135677766929, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -79511.65563694818, "max_log_posterior": -79511.6152352676, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011140000060549937, "posterior": {"background.level": {"lower_1": -0.00023348295189, "lower_2": -0.00023348295189, "mean": 0.25222680504223405, "median": 0.252226805042234, "sigma": 0.252460287994124, "upper_1": 0.5046870930363581, "upper_2": 0.5046870930363581}, "g0.centre": {"lower_1": 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"median": 1.0588749582802612, "sigma": 0.0032655164956713056, "upper_1": 1.0621404747759324, "upper_2": 1.0621404747759324}, "g1.sigma": {"lower_1": 15.473986744049197, "lower_2": 15.473986744049197, "mean": 15.47405441609417, "median": 15.47405441609417, "sigma": 6.767204497126755e-05, "upper_1": 15.47412208813914, "upper_2": 15.47412208813914}, "g2.centre": {"lower_1": 82.17247116066477, "lower_2": 82.17247116066477, "mean": 82.17252651754077, "median": 82.17252651754077, "sigma": 5.535687600399797e-05, "upper_1": 82.17258187441678, "upper_2": 82.17258187441678}, "g2.normalization": {"lower_1": 0.9128934544132092, "lower_2": 0.9128934544132092, "mean": 0.9152961620882956, "median": 0.9152961620882956, "sigma": 0.0024027076750863796, "upper_1": 0.917698869763382, "upper_2": 0.917698869763382}, "g2.sigma": {"lower_1": 15.186741409719515, "lower_2": 15.186741409719515, "mean": 15.186792868465043, "median": 15.186792868465043, "sigma": 5.145874552781038e-05, "upper_1": 15.18684432721057, 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"median": 0.9152961620882956, "sigma": 0.0024027076750863796, "upper_1": 0.917698869763382, "upper_2": 0.917698869763382}, "g2.sigma": {"lower_1": 15.186741409719515, "lower_2": 15.186741409719515, "mean": 15.186792868465043, "median": 15.186792868465043, "sigma": 5.145874552781038e-05, "upper_1": 15.18684432721057, "upper_2": 15.18684432721057}}, "ppc_chi2": 218846.0304155315, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.9198547893902389, "g0.centre": -46750.34575383811, "g0.normalization": -15289.562900850351, "g0.sigma": 397837.57908794994, "g1.centre": 9346.793780239434, "g1.normalization": -14987.253963222964, "g1.sigma": 169553.83010762962, "g2.centre": 39245.82950424931, "g2.normalization": -16266.940936336157, "g2.sigma": 197960.38096108832}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_8/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:30:43Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65925.435 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65925.435 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65925.435 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.3172971999993024, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 12.723978519439697, "setup_s": null, "total_s": 36.24774569999863}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_jax_cpu_fp64_cache_warm/seed_9/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:30:43Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78060.443 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78060.443 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78060.443 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.204809665679932, "setup_s": null, "total_s": 32.55018890000065}
diagnostics
{"status": "available", "values": {"ess_kish": 86.99999999999996, "ess_per_s": 16.71530864493864, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -78062.30192110514, "max_log_posterior": -78060.44302130833, "modes_found": 2, "per_call_basis": "numpy_single", "per_call_s": 0.0009137499982898589, "posterior": {"background.level": {"lower_1": 0.01521033157429, "lower_2": -0.7228834681559378, "mean": 0.33746992757130545, "median": 0.5055638862448317, "sigma": 0.25246006204515686, "upper_1": 0.5201304556646037, "upper_2": 1.0250505797549174}, "g0.centre": {"lower_1": 17.621292793486774, "lower_2": 17.62117676601184, "mean": 18.46945377319352, "median": 17.667864602846223, "sigma": 0.2943338351517326, "upper_1": 18.20996046379024, "upper_2": 23.58248439149627}, 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15.447406442398671, "sigma": 0.16326003134514444, "upper_1": 15.473238725839359, "upper_2": 15.47334359797865}}, "ppc_chi2": 156843.90269407103, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 1.9233295053139146, "g0.centre": -7.923436311532223, "g0.normalization": -8.451265308570717, "g0.sigma": 212.7565185234515, "g1.centre": -0.0036416322079521114, "g1.normalization": -5.541946428585631, "g1.sigma": 15.399847622675642, "g2.centre": 7.039124273397257, "g2.normalization": -17.386350379236376, "g2.sigma": 63.99243192788588}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_0/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:27:06Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65342.828 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65342.828 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65342.828 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.040853500366211, "setup_s": null, "total_s": 31.91465529999914}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_1/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:27:28Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78737.936 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78737.936 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78737.936 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.120853662490845, "setup_s": null, "total_s": 33.129444300000614}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_2/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:27:44Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65266.798 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65266.798 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65266.798 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_3/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:27:48Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65248.535 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65248.535 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65248.535 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 4.955255031585693, "setup_s": null, "total_s": 32.91801210000267}
diagnostics
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"median": 14.816007642864795, "sigma": 1.5224443157371503, "upper_1": 14.980064142405437, "upper_2": 14.9803444494784}, "g2.centre": {"lower_1": 81.57521735748972, "lower_2": 71.84665040571387, "mean": 81.20680240636516, "median": 82.69833470281657, "sigma": 0.593538095935827, "upper_1": 82.76229354936137, "upper_2": 82.76254513975069}, "g2.normalization": {"lower_1": 1.0125029782133674, "lower_2": 1.0030309089479574, "mean": 11.415047428462898, "median": 1.440280572929959, "sigma": 3.9697760789697822, "upper_1": 8.952055136152932, "upper_2": 74.01987914317836}, "g2.sigma": {"lower_1": 14.331652718521916, "lower_2": 8.065774218231137, "mean": 14.094377058607977, "median": 15.055018951418385, "sigma": 0.3822801048564486, "upper_1": 15.096212928234813, "upper_2": 15.09644213532251}}, "posterior_relabelled": {"background.level": {"lower_1": -0.01019053689057, "lower_2": -1.4951392538598212, "mean": 0.5032239231811263, "median": 0.9825959675627249, "sigma": 0.5000477289544093, "upper_1": 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"sigma": 0.3822801048564486, "upper_1": 15.096212928234813, "upper_2": 15.09644213532251}}, "ppc_chi2": 131530.7296712842, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 1.9250081778703316, "g0.centre": -5.07740326208053, "g0.normalization": -4.350740959209809, "g0.sigma": 189.91043095838063, "g1.centre": -0.25768732854644755, "g1.normalization": -2.798211950117723, "g1.sigma": 7.104369947105623, "g2.centre": 4.546186203199178, "g2.normalization": -9.713323537653258, "g2.sigma": 26.302752415520505}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_4/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:27:47Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78285.057 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78285.057 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78285.057 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_5/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:28:05Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78249.958 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78249.958 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78249.958 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 4.975747108459473, "setup_s": null, "total_s": 32.5895182000022}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_6/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:28:23Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78831.718 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78831.718 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78831.718 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.492554664611816, "setup_s": null, "total_s": 30.9177978000007}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_7/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:28:23Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65229.006 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65229.006 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65229.006 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 4.864222288131714, "setup_s": null, "total_s": 31.769841900000756}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_8/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:28:25Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"bfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -78091.090 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -78091.090 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -78091.090 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.788815498352051, "setup_s": null, "total_s": 30.78151880000223}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/bfgs/default/local_numpy_fp64/seed_9/bfgs/2b7a7760faeea35dc7e0927b79c79490"}
measured_at
"2026-10-08T14:28:42Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"blackjax_nuts"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"num_samples": 500, "num_warmup": 200}, "settings_name": "warmup_200_samples_500", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 620.36 (g0.sigma)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 0.03', 'g0.normalization 0.00', 'g0.sigma 0.04', 'g1.centre 0.06', 'g1.normalization 0.00', 'g1.sigma 0.05', 'g2.centre 0.01', 'g2.normalization 0.00', 'g2.sigma 0.02', 'background.level 0.01']", "ok": false}, {"detail": "(b)3 ppc_chi2 132230.3 vs ref 86.6", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -65883.893 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 620.36 (g0.sigma); (b)2 sigma ratio ['g0.centre 0.03', 'g0.normalization 0.00', 'g0.sigma 0.04', 'g1.centre 0.06', 'g1.normalization 0.00', 'g1.sigma 0.05', 'g2.centre 0.01', 'g2.normalization 0.00', 'g2.sigma 0.02', 'background.level 0.01']; (b)3 ppc_chi2 132230.3 vs ref 86.6 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: R-hat 2.120, bulk ESS 1", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.9354746999997587, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 32.58207988739014, "setup_s": null, "total_s": 88.30002569999851}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 1.3169058302267065, "ess_kish": 500.0, "ess_per_s": 15.345858880958339, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -65883.84816010103, "max_log_posterior": -65883.89326400317, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011410000115574803, "posterior": {"background.level": {"lower_1": 0.9998299386025672, "lower_2": 0.9996717895062087, "mean": 0.9999080496949377, "median": 0.9999361221718893, "sigma": 7.781916059196314e-05, "upper_1": 0.9999855769237511, "upper_2": 0.9999986988415993}, "g0.centre": {"lower_1": 17.827200938075705, "lower_2": 17.826904885760772, "mean": 17.827758330049434, "median": 17.82771054080069, "sigma": 0.0005417328507881791, "upper_1": 17.828284403777282, "upper_2": 17.82883933215642}, "g0.normalization": {"lower_1": 1.014554673788629, "lower_2": 1.0139498687128619, "mean": 1.014832140772648, "median": 1.0148623460981414, "sigma": 0.0002688329627510422, "upper_1": 1.0150923397141312, "upper_2": 1.015492230329237}, "g0.sigma": {"lower_1": 15.135812295746193, "lower_2": 15.135578735015871, "mean": 15.1365954990309, "median": 15.136631097314636, "sigma": 0.0007352664793627284, "upper_1": 15.137282828704919, "upper_2": 15.137508966830902}, "g1.centre": {"lower_1": 50.21154394978032, "lower_2": 50.211133146853015, "mean": 50.21249922435659, "median": 50.21233737052637, "sigma": 0.000971005238234568, "upper_1": 50.21348596025679, "upper_2": 50.213591351521906}, "g1.normalization": {"lower_1": 0.9745984675471955, "lower_2": 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0.0007427277260410037, "upper_1": 14.992801271448045, "upper_2": 14.993699975658657}}, "posterior_relabelled": {"background.level": {"lower_1": 0.9998299386025672, "lower_2": 0.9996717895062087, "mean": 0.9999080496949377, "median": 0.9999361221718893, "sigma": 7.781916059196314e-05, "upper_1": 0.9999855769237511, "upper_2": 0.9999986988415993}, "g0.centre": {"lower_1": 17.827200938075705, "lower_2": 17.826904885760772, "mean": 17.827758330049434, "median": 17.82771054080069, "sigma": 0.0005417328507881791, "upper_1": 17.828284403777282, "upper_2": 17.82883933215642}, "g0.normalization": {"lower_1": 1.014554673788629, "lower_2": 1.0139498687128619, "mean": 1.014832140772648, "median": 1.0148623460981414, "sigma": 0.0002688329627510422, "upper_1": 1.0150923397141312, "upper_2": 1.015492230329237}, "g0.sigma": {"lower_1": 15.135812295746193, "lower_2": 15.135578735015871, "mean": 15.1365954990309, "median": 15.136631097314636, "sigma": 0.0007352664793627284, "upper_1": 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"g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed_0/blackjax_nuts/426311e113395e145715cfd5800836ea"}
measured_at
"2026-10-08T15:52:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"blackjax_nuts"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"num_samples": 500, "num_warmup": 200}, "settings_name": "warmup_200_samples_500", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 627.88 (g0.sigma)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 0.04', 'g0.normalization 0.00', 'g0.sigma 0.01', 'g1.centre 0.04', 'g1.normalization 0.00', 'g1.sigma 0.01', 'g2.centre 0.01', 'g2.normalization 0.00', 'g2.sigma 0.03', 'background.level 0.01']", "ok": false}, {"detail": "(b)3 ppc_chi2 132229.2 vs ref 86.6", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -65883.771 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 627.88 (g0.sigma); (b)2 sigma ratio ['g0.centre 0.04', 'g0.normalization 0.00', 'g0.sigma 0.01', 'g1.centre 0.04', 'g1.normalization 0.00', 'g1.sigma 0.01', 'g2.centre 0.01', 'g2.normalization 0.00', 'g2.sigma 0.03', 'background.level 0.01']; (b)3 ppc_chi2 132229.2 vs ref 86.6 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: R-hat 2.079, bulk ESS 1", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.4413581999979215, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 81.05208730697632, "setup_s": null, "total_s": 243.72252129999833}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 1.3137841692147028, "ess_kish": 500.0, "ess_per_s": 6.1688725930808195, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -65883.71772821507, "max_log_posterior": -65883.77143013381, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.734999912325293e-05, "posterior": {"background.level": {"lower_1": 0.9998362008888566, "lower_2": 0.9997291851067323, "mean": 0.9999166050162307, "median": 0.9999370203284726, "sigma": 7.4637369387065e-05, "upper_1": 0.9999854756276307, "upper_2": 0.9999975127688543}, "g0.centre": {"lower_1": 17.509932697925713, "lower_2": 17.509746733237883, "mean": 17.510583473353094, "median": 17.51061540591191, "sigma": 0.0006625909540858288, "upper_1": 17.511257879833884, "upper_2": 17.511775936188105}, "g0.normalization": {"lower_1": 1.0740569267659263, "lower_2": 1.0734650516037265, "mean": 1.0749164777190345, "median": 1.0751429671489505, "sigma": 0.0007788487930600052, "upper_1": 1.0756146243520464, "upper_2": 1.0760408797960972}, "g0.sigma": {"lower_1": 15.283670965983568, "lower_2": 15.283484806061685, "mean": 15.283898545504051, "median": 15.283850250758372, "sigma": 0.00026318545067116617, "upper_1": 15.28419733688491, "upper_2": 15.284407332717675}, "g1.centre": {"lower_1": 49.80728286800146, "lower_2": 49.80702497190725, "mean": 49.80795626033519, "median": 49.80790970499981, "sigma": 0.0007051431419355936, "upper_1": 49.80869315428533, "upper_2": 49.80908474935156}, "g1.normalization": {"lower_1": 1.0372301679922749, "lower_2": 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20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/blackjax_nuts/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed_1/blackjax_nuts/426311e113395e145715cfd5800836ea"}
measured_at
"2026-10-08T18:51:38Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/blackjax_nuts_warm/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"blackjax_nuts_warm"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"num_samples": 500, "num_warmup": 200}, "settings_name": "warmup_200_samples_500", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.08 (g0.normalization)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.7 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 174.468 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.08 (g0.normalization); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.7 vs ref 86.6; (b)4 reference modes covered 1/1 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: R-hat 1.009, bulk ESS 275", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.9678744000011648, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 28.724010229110718, "setup_s": null, "total_s": 73.68839039999875}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 275.0040198235302, "ess_kish": 500.0, "ess_per_s": 17.407040173424967, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 185.4700318996195, "max_log_posterior": 174.4681604739735, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011484999959066045, "posterior": {"background.level": {"lower_1": 0.006581250887667918, "lower_2": 0.0008599219449148049, "mean": 0.013821376841765386, "median": 0.013690811790130843, "sigma": 0.0073477076986875126, "upper_1": 0.021276666285042944, 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40.12710930093673, "median": 40.128726695718264, "sigma": 0.29746750765666974, "upper_1": 40.4239004383288, "upper_2": 40.6997264383096}, "g2.sigma": {"lower_1": 4.96634249495275, "lower_2": 4.931121966248448, "mean": 5.002684984190507, "median": 5.002157969431496, "sigma": 0.036274346654948886, "upper_1": 5.038891188262648, "upper_2": 5.074890187868645}}, "ppc_chi2": 86.7227510598839, "rhat_max": 1.0086371234301763, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.8586607508891703, "g0.centre": 0.5320332102034113, "g0.normalization": 0.5261727315986565, "g0.sigma": 0.22938130777493654, "g1.centre": 1.127027417834565, "g1.normalization": 1.5870326379241726, "g1.sigma": 1.1171031321555687, "g2.centre": -0.22089081193469035, "g2.normalization": 0.4327420387265866, "g2.sigma": 0.05949023567601501}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/blackjax_nuts_warm/warmup_200_samples_500/local_jax_cpu_fp64_cache_warm/seed_0/blackjax_nuts_warm/b5d8728fe2ed048da2ee539648d2db28"}
measured_at
"2026-10-08T16:12:00Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.13 (g2.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 124.042 vs ref 122.931", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.417 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (c) ln Z_norm 124.042 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 10020 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.4001605000012205, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 842.160876750946, "setup_s": null, "total_s": 902.1001149999975}
diagnostics
{"status": "available", "values": {"ess_kish": 10020.383420434446, "ess_per_s": 11.898419526555369, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 196613, "likelihood_share": 0.015595296562335253, "likelihood_share_basis": "estimated", "log_evidence": 124.04241016196916, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.43125235842814, "max_log_posterior": 175.41665992051662, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 6.680000115011353e-05, "posterior": {"background.level": {"lower_1": 0.007609900696285928, "lower_2": 0.00111855826954755, "mean": 0.014033660658614661, "median": 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50.05031336709144}, "g1.normalization": {"lower_1": 50.11933203669111, "lower_2": 49.904520999181884, "mean": 50.343995980438294, "median": 50.34001200723636, "sigma": 0.22471399883612975, "upper_1": 50.56876003436337, "upper_2": 50.77373343577424}, "g1.sigma": {"lower_1": 4.0015696068527, "lower_2": 3.98537629627654, "mean": 4.020279016060964, "median": 4.0204664083141, "sigma": 0.018550608485923714, "upper_1": 4.038670823824547, "upper_2": 4.0576144831960805}, "g2.centre": {"lower_1": 79.96286512855218, "lower_2": 79.9368201658036, "mean": 79.9924578230486, "median": 79.99259436332879, "sigma": 0.02942238696858368, "upper_1": 80.02170990248935, "upper_2": 80.04858634013213}, "g2.normalization": {"lower_1": 39.844798610678815, "lower_2": 39.58755217984159, "mean": 40.10264526255478, "median": 40.10081208960072, "sigma": 0.2551413232921895, "upper_1": 40.355081257263194, "upper_2": 40.62038465331716}, "g2.sigma": {"lower_1": 4.96787669095321, "lower_2": 4.93916737661411, "mean": 4.999084332524097, "median": 4.99852658265412, "sigma": 0.031246008727495056, "upper_1": 5.0303687084082, "upper_2": 5.061789376008}}, "posterior_relabelled": {"background.level": {"lower_1": 0.007609900696285928, "lower_2": 0.00111855826954755, "mean": 0.014033660658614661, "median": 0.013991618102216347, "sigma": 0.006360676893781333, "upper_1": 0.020331254483848593, "upper_2": 0.026183626431380655}, "g0.centre": {"lower_1": 19.99020432791822, "lower_2": 19.97317425281084, "mean": 20.008044448352045, "median": 20.007714485904753, "sigma": 0.018110517751820154, "upper_1": 20.02642536342186, "upper_2": 20.04472633943246}, "g0.normalization": {"lower_1": 29.92692919947649, "lower_2": 29.752536000837427, "mean": 30.11352858661032, "median": 30.113792771740826, "sigma": 0.18550252893316, "upper_1": 30.29793425734281, "upper_2": 30.46968186174808}, "g0.sigma": {"lower_1": 2.9846192971234586, "lower_2": 2.966791524880425, "mean": 3.0044682911306926, "median": 3.0045738968414994, "sigma": 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"truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed_0/dynesty_dynamic/6c39487b5fdf0dd287f6c80fdef14eca"}
measured_at
"2026-10-08T15:38:35Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.04 (g1.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.6 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 123.275 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.446 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.04 (g1.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.6 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 123.275 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 11436 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.48757949999708217, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 687.870174407959, "setup_s": null, "total_s": 742.6943207000004}
diagnostics
{"status": "available", "values": {"ess_kish": 11436.081012778655, "ess_per_s": 16.62534797735858, "evals_to_target": 40013, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 201868, "likelihood_share": 0.033704818456660554, "likelihood_share_basis": "estimated", "log_evidence": 123.27487210724269, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.46466597522436, "max_log_posterior": 175.44594392074518, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011484999777167104, "posterior": {"background.level": {"lower_1": 0.0070933004798, "lower_2": 0.00048229128915599617, "mean": 0.013765311220143447, 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5.003754705194975, "median": 5.003176813518323, "sigma": 0.03209921373182745, "upper_1": 5.03632702054978, "upper_2": 5.06827821687052}}, "posterior_relabelled": {"background.level": {"lower_1": 0.0070933004798, "lower_2": 0.00048229128915599617, "mean": 0.013765311220143447, "median": 0.01387512895433, "sigma": 0.006567588229155001, "upper_1": 0.02022847693811, "upper_2": 0.02656403649323535}, "g0.centre": {"lower_1": 19.98973217583398, "lower_2": 19.97375241602378, "mean": 20.00807265796653, "median": 20.007854648967207, "sigma": 0.018409000589675983, "upper_1": 20.02655017701333, "upper_2": 20.04375326817787}, "g0.normalization": {"lower_1": 29.93075015476675, "lower_2": 29.748224078436472, "mean": 30.119864978125534, "median": 30.118467922761344, "sigma": 0.18920727200284304, "upper_1": 30.309164698772435, "upper_2": 30.490790350927814}, "g0.sigma": {"lower_1": 2.98633360149168, "lower_2": 2.966248487636357, "mean": 3.005097893480768, "median": 3.0049857795358426, "sigma": 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_jax_cpu_fp64_cache_warm/seed_1/dynesty_dynamic/6c39487b5fdf0dd287f6c80fdef14eca"}
measured_at
"2026-10-08T18:22:27Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_numpy_fp64/seed_0/dynesty_dynamic/6c39487b5fdf0dd287f6c80fdef14eca"}
measured_at
"2026-10-08T15:36:49Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_dynamic"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.04 (g1.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.5 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 125.560 vs ref 122.931", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.375 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (c) ln Z_norm 125.560 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 11232 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 694.9827127456665, "setup_s": null, "total_s": 739.827999699999}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_dynamic/default/local_numpy_fp64/seed_1/dynesty_dynamic/6c39487b5fdf0dd287f6c80fdef14eca"}
measured_at
"2026-10-08T18:22:16Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.18 (g2.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.7 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 124.938 vs ref 122.931", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.266 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (c) ln Z_norm 124.938 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1563 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.8302101000008406, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 234.2811517715454, "setup_s": null, "total_s": 261.77806319999945}
diagnostics
{"status": "available", "values": {"ess_kish": 1563.2706497000154, "ess_per_s": 6.672626619252783, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 66242, "likelihood_share": 0.025517803845023973, "likelihood_share_basis": "estimated", "log_evidence": 124.93797812356134, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.28786250273023, "max_log_posterior": 175.26595457722664, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.024999963003211e-05, "posterior": {"background.level": {"lower_1": 0.007334160394441545, "lower_2": 0.000279870727531834, "mean": 0.013443165848087944, "median": 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"truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed_0/dynesty_static/b270b96e45e198dacf5cdfe9a6461995"}
measured_at
"2026-10-08T15:23:21Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.13 (background.level)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.7 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 124.915 vs ref 122.931", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.054 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (c) ln Z_norm 124.915 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1650 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.8728071000005002, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 139.55722427368164, "setup_s": null, "total_s": 148.89553829999932}
diagnostics
{"status": "available", "values": {"ess_kish": 1650.427978332791, "ess_per_s": 11.826173721370271, "evals_to_target": 12692, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 66383, "likelihood_share": 0.05294192521813337, "likelihood_share_basis": "estimated", "log_evidence": 124.91541240836652, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.0652953122878, "max_log_posterior": 175.05350576514007, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011130000348202884, "posterior": {"background.level": {"lower_1": 0.008187677572392159, "lower_2": 0.0020493143829684434, "mean": 0.01452642456449348, 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1.1541687148858055, "g2.centre": -0.09036960393103047, "g2.normalization": 0.3901378922527778, "g2.sigma": -0.021900747405621816}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_jax_cpu_fp64_cache_warm/seed_1/dynesty_static/b270b96e45e198dacf5cdfe9a6461995"}
measured_at
"2026-10-08T18:09:44Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.09 (g1.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.9 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 123.203 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.212 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.09 (g1.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.9 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 123.203 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1554 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 257.3085255622864, "setup_s": null, "total_s": 282.2910640000009}
diagnostics
{"status": "available", "values": {"ess_kish": 1553.605282466331, "ess_per_s": 6.037908301216593, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 67678, "likelihood_share": 0.27939593258970563, "likelihood_share_basis": "estimated", "log_evidence": 123.20269045892411, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.2276074442841, "max_log_posterior": 175.21178662866862, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0010622499994497048, "posterior": {"background.level": {"lower_1": 0.00786129629922, "lower_2": 0.00125358574682, "mean": 0.013844308161076386, "median": 0.0137784672342044, "sigma": 0.006048747889491507, "upper_1": 0.019958792078203013, "upper_2": 0.02592557647189263}, "g0.centre": {"lower_1": 19.991127356363215, "lower_2": 19.97386932490418, "mean": 20.008612640691577, "median": 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0.00125358574682, "mean": 0.013844308161076386, "median": 0.0137784672342044, "sigma": 0.006048747889491507, "upper_1": 0.019958792078203013, "upper_2": 0.02592557647189263}, "g0.centre": {"lower_1": 19.991127356363215, "lower_2": 19.97386932490418, "mean": 20.008612640691577, "median": 20.00834852019299, "sigma": 0.017300499355082266, "upper_1": 20.02572835507338, "upper_2": 20.046257597388255}, "g0.normalization": {"lower_1": 29.92836209078478, "lower_2": 29.792380514424526, "mean": 30.121341058773933, "median": 30.123076985251775, "sigma": 0.18568541998464028, "upper_1": 30.29973293075406, "upper_2": 30.46519775843132}, "g0.sigma": {"lower_1": 2.98797656904982, "lower_2": 2.969066189840529, "mean": 3.0054735403023254, "median": 3.005078357267919, "sigma": 0.0177810168404533, "upper_1": 3.0235386027307265, "upper_2": 3.041989127477357}, "g1.centre": {"lower_1": 50.00142373220423, "lower_2": 49.985677082286074, "mean": 50.01870859335715, "median": 50.01829874595184, "sigma": 0.01717183997244831, "upper_1": 50.03576741214913, "upper_2": 50.05515319749469}, "g1.normalization": {"lower_1": 50.13521544144202, "lower_2": 49.94631897254745, "mean": 50.362353271920874, "median": 50.359901029458875, "sigma": 0.2250841359658189, "upper_1": 50.58538371337366, "upper_2": 50.79129899945159}, "g1.sigma": {"lower_1": 4.00330914501455, "lower_2": 3.986856452272439, "mean": 4.021828823391317, "median": 4.0222999171421, "sigma": 0.018500392108402597, "upper_1": 4.040309929231356, "upper_2": 4.055279545115225}, "g2.centre": {"lower_1": 79.96915847470086, "lower_2": 79.93875526053651, "mean": 79.9960138184023, "median": 79.99588119114303, "sigma": 0.027368743902925985, "upper_1": 80.02389596250671, "upper_2": 80.05218913750902}, "g2.normalization": {"lower_1": 39.842372056178746, "lower_2": 39.61412986041092, "mean": 40.11650670477966, "median": 40.115656575874524, "sigma": 0.2765678981224262, "upper_1": 40.3955078524236, "upper_2": 40.64506704625369}, "g2.sigma": {"lower_1": 4.97248096417608, "lower_2": 4.93732842226169, "mean": 5.005297706395215, "median": 5.005501498254337, "sigma": 0.033660006560985334, "upper_1": 5.039800977298051, "upper_2": 5.06985512345044}}, "ppc_chi2": 86.85597176855293, "termination": {"met": null, "observable": false, "reason": "termination condition not exposed by PyAutoFit (phase A3)"}, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -1.028565395592743, "g0.centre": 0.48255949274299026, "g0.normalization": 0.6628252517723545, "g0.sigma": 0.2856055597655841, "g1.centre": 1.065625231844604, "g1.normalization": 1.5989622187923962, "g1.sigma": 1.2053753786100594, "g2.centre": -0.1504931637192249, "g2.normalization": 0.41818510629649314, "g2.sigma": 0.16344317237043504}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_numpy_fp64/seed_0/dynesty_static/b270b96e45e198dacf5cdfe9a6461995"}
measured_at
"2026-10-08T15:20:41Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"dynesty_static"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nlive": 200}, "settings_name": "nlive_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.18 (g0.normalization)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.7 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 124.281 vs ref 122.931", "ok": false}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 174.915 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (c) ln Z_norm 124.281 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: termination condition not exposed by PyAutoFit (phase A3); Kish ESS 1558 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 133.28381752967834, "setup_s": null, "total_s": 175.2136848999944}
diagnostics
{"status": "available", "values": {"ess_kish": 1557.8288969175692, "ess_per_s": 11.688057303510886, "evals_to_target": 61253, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 66459, "likelihood_share": 0.374918148131343, "likelihood_share_basis": "estimated", "log_evidence": 124.28119232529822, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 185.9319602818846, "max_log_posterior": 174.91499705374076, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0007518999991589226, "posterior": {"background.level": {"lower_1": 0.009092305352144137, "lower_2": 0.0032855080646542042, "mean": 0.015372262512674586, "median": 0.0150620774392, "sigma": 0.006358842336997932, "upper_1": 0.02180999002614, "upper_2": 0.028515061500571974}, "g0.centre": {"lower_1": 19.992486377119246, "lower_2": 19.974935736832034, "mean": 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50.550632641905935, "upper_2": 50.768180742710165}, "g1.sigma": {"lower_1": 4.00380764324648, "lower_2": 3.98561654256683, "mean": 4.019894286796619, "median": 4.019328208000446, "sigma": 0.016622711482480845, "upper_1": 4.037053066211442, "upper_2": 4.055867984733737}, "g2.centre": {"lower_1": 79.96456507488853, "lower_2": 79.93823610386832, "mean": 79.99384639476891, "median": 79.99436917066153, "sigma": 0.028910894820825206, "upper_1": 80.02238686453018, "upper_2": 80.04908813356}, "g2.normalization": {"lower_1": 39.80739384306356, "lower_2": 39.530451387562536, "mean": 40.07618362312744, "median": 40.078616456572774, "sigma": 0.25721300562720373, "upper_1": 40.321819854317965, "upper_2": 40.6152865590765}, "g2.sigma": {"lower_1": 4.96765748187435, "lower_2": 4.93584966212237, "mean": 4.998759617982959, "median": 4.99894132219556, "sigma": 0.03173021717503355, "upper_1": 5.031117916224417, "upper_2": 5.060190547298751}}, "posterior_relabelled": {"background.level": {"lower_1": 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50.01895315945418, "sigma": 0.016305629346184958, "upper_1": 50.03451232765934, "upper_2": 50.05559448881104}, "g1.normalization": {"lower_1": 50.12582716476795, "lower_2": 49.85967087988307, "mean": 50.331774634173485, "median": 50.32351701734526, "sigma": 0.2124027385689935, "upper_1": 50.550632641905935, "upper_2": 50.768180742710165}, "g1.sigma": {"lower_1": 4.00380764324648, "lower_2": 3.98561654256683, "mean": 4.019894286796619, "median": 4.019328208000446, "sigma": 0.016622711482480845, "upper_1": 4.037053066211442, "upper_2": 4.055867984733737}, "g2.centre": {"lower_1": 79.96456507488853, "lower_2": 79.93823610386832, "mean": 79.99384639476891, "median": 79.99436917066153, "sigma": 0.028910894820825206, "upper_1": 80.02238686453018, "upper_2": 80.04908813356}, "g2.normalization": {"lower_1": 39.80739384306356, "lower_2": 39.530451387562536, "mean": 40.07618362312744, "median": 40.078616456572774, "sigma": 0.25721300562720373, "upper_1": 40.321819854317965, "upper_2": 40.6152865590765}, "g2.sigma": {"lower_1": 4.96765748187435, "lower_2": 4.93584966212237, "mean": 4.998759617982959, "median": 4.99894132219556, "sigma": 0.03173021717503355, "upper_1": 5.031117916224417, "upper_2": 5.060190547298751}}, "ppc_chi2": 86.67728250784133, "target_log_likelihood": 185.5415869658934, "termination": {"met": null, "observable": false, "reason": "termination condition not exposed by PyAutoFit (phase A3)"}, "time_to_target_basis": "observed", "time_to_target_s": 116.59943175315857, "truth_delta_sigma": {"background.level": -0.7765442668816411, "g0.centre": 0.522322766507537, "g0.normalization": 0.45595266800093537, "g0.sigma": 0.16545738726207065, "g1.centre": 1.1623690844298582, "g1.normalization": 1.5231301607732053, "g1.sigma": 1.1627590372856165, "g2.centre": -0.19476496225276566, "g2.normalization": 0.30564728397411856, "g2.sigma": -0.033364971900434845}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/dynesty_static/nlive_200/local_numpy_fp64/seed_1/dynesty_static/b270b96e45e198dacf5cdfe9a6461995"}
measured_at
"2026-10-08T18:06:49Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 7.99 (g0.normalization)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.normalization 6.83', 'g0.sigma 5.53', 'g1.centre 5.24', 'g1.normalization 2.80', 'g1.sigma 3.18', 'g2.centre 3.07', 'g2.normalization 14.89', 'g2.sigma 9.57', 'background.level 5.88']", "ok": false}, {"detail": "(b)3 ppc_chi2 157.9 vs ref 86.6", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.231 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 7.99 (g0.normalization); (b)2 sigma ratio ['g0.normalization 6.83', 'g0.sigma 5.53', 'g1.centre 5.24', 'g1.normalization 2.80', 'g1.sigma 3.18', 'g2.centre 3.07', 'g2.normalization 14.89', 'g2.sigma 9.57', 'background.level 5.88']; (b)3 ppc_chi2 157.9 vs ref 86.6 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: R-hat 1.725, bulk ESS 76", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.6668470000004163, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 2094.306672811508, "setup_s": null, "total_s": 2115.7031529999986}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 76.06293531202773, "ess_kish": 399.99999999999994, "ess_per_s": 0.1909939958616561, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.24301813220478, "max_log_posterior": 175.23131949448683, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00014420000115933362, "posterior": {"background.level": {"lower_1": -0.0064839798418689, "lower_2": -0.015850765070755116, "mean": 0.029612767105316164, "median": 0.017125758710250707, "sigma": 0.038878089784501337, "upper_1": 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0.3165260367182823, "upper_1": 5.043838723145748, "upper_2": 5.101591243895793}}, "posterior_relabelled": {"background.level": {"lower_1": -0.0064839798418689, "lower_2": -0.015850765070755116, "mean": 0.029612767105316164, "median": 0.017125758710250707, "sigma": 0.038878089784501337, "upper_1": 0.07127219972713378, "upper_2": 0.08973293156600959}, "g0.centre": {"lower_1": 19.996406620347273, "lower_2": 19.963795833681925, "mean": 20.02220206578255, "median": 20.021091984738465, "sigma": 0.02651085553824828, "upper_1": 20.04942833142377, "upper_2": 20.079871389755994}, "g0.normalization": {"lower_1": 30.273754012117408, "lower_2": 30.017409407072623, "mean": 31.598923475619177, "median": 31.64034510163838, "sigma": 1.3016032659640544, "upper_1": 32.87696054404552, "upper_2": 33.12751758357865}, "g0.sigma": {"lower_1": 3.0099601568520913, "lower_2": 2.9858381561676963, "mean": 3.102577290447315, "median": 3.067123276981161, "sigma": 0.10811089890400627, "upper_1": 3.226181954660104, 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"mean": 37.06275790417826, "median": 38.973668983673385, "sigma": 4.051288104741534, "upper_1": 40.32538669672135, "upper_2": 40.674308341594156}, "g2.sigma": {"lower_1": 4.410786649709183, "lower_2": 4.142025590901681, "mean": 4.774392353308723, "median": 4.948552287881151, "sigma": 0.3165260367182823, "upper_1": 5.043838723145748, "upper_2": 5.101591243895793}}, "ppc_chi2": 157.88830914356356, "rhat_max": 1.7248665580184246, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.07392959133746081, "g0.centre": 0.795598041264075, "g0.normalization": 1.2602496817057631, "g0.sigma": 0.6208742842917364, "g1.centre": 0.18169245679575008, "g1.normalization": 0.664975817218007, "g1.sigma": 0.4188632465459262, "g2.centre": -0.8397139623130851, "g2.normalization": -0.25333449258408, "g2.sigma": -0.1625386418515669}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed_0/emcee/9f023ce5a646102ae008c92d2b155cde"}
measured_at
"2026-10-08T16:14:05Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 203.72 (g1.normalization)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 417.18', 'g0.normalization 30.06', 'g0.sigma 452.00', 'g1.centre 215.12', 'g1.normalization 19.74', 'g1.sigma 635.28', 'g2.centre 249.10', 'g2.normalization 8.60', 'g2.sigma 327.24', 'background.level 4.31']", "ok": false}, {"detail": "(b)3 ppc_chi2 94260.0 vs ref 86.6", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -31708.178 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 203.72 (g1.normalization); (b)2 sigma ratio ['g0.centre 417.18', 'g0.normalization 30.06', 'g0.sigma 452.00', 'g1.centre 215.12', 'g1.normalization 19.74', 'g1.sigma 635.28', 'g2.centre 249.10', 'g2.normalization 8.60', 'g2.sigma 327.24', 'background.level 4.31']; (b)3 ppc_chi2 94260.0 vs ref 86.6 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: R-hat 2.345, bulk ESS 62", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.6506512000050861, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1339.852593421936, "setup_s": null, "total_s": 1399.974675599995}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 61.962006284967515, "ess_kish": 449.9999999999999, "ess_per_s": 0.3358578415336838, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -31703.50698074614, "max_log_posterior": -31708.17763042962, "modes_found": 4, "per_call_basis": "jit_single", "per_call_s": 0.00010199999815085903, "posterior": {"background.level": {"lower_1": 0.9396557310643813, "lower_2": 0.9244647888392851, "mean": 0.9663720047554735, "median": 0.9640671915871466, "sigma": 0.02851006013170848, "upper_1": 0.9966758513277982, "upper_2": 0.999098646647071}, "g0.centre": {"lower_1": 19.442800748038774, "lower_2": 19.286298793983107, "mean": 22.880574012672948, "median": 19.658911757024917, "sigma": 7.643802770986342, "upper_1": 34.73040629001146, "upper_2": 34.978650045889665}, "g0.normalization": {"lower_1": 7.923219021616625, "lower_2": 7.356306375350986, "mean": 12.420404537136559, "median": 11.249812412931822, "sigma": 5.72782217207472, "upper_1": 19.378863365766065, "upper_2": 20.463358103194047}, "g0.sigma": {"lower_1": 1.765423139601387, "lower_2": 1.6636998360955335, "mean": 5.969569889517338, "median": 2.0574715142893227, "sigma": 8.83937419114036, "upper_1": 19.444171521882108, "upper_2": 22.28319466477332}, "g1.centre": {"lower_1": 42.94562463495881, "lower_2": 39.32053670093917, "mean": 48.02936949393827, "median": 49.518541692324646, "sigma": 3.647471399715357, "upper_1": 50.240567434389526, "upper_2": 50.55343589410747}, "g1.normalization": {"lower_1": 1.7409296708977067, "lower_2": 0.08288000017895925, "mean": 5.135768789187883, "median": 3.146520359372621, "sigma": 4.574402842492949, "upper_1": 10.889735355883605, "upper_2": 14.33627973825178}, "g1.sigma": {"lower_1": 0.9310535594268758, "lower_2": 0.8598116128478375, "mean": 7.0551847577213245, "median": 1.6967860374210677, "sigma": 11.686778310860197, "upper_1": 24.304610181147268, "upper_2": 29.8947206395858}, "g2.centre": {"lower_1": 65.30062507617146, "lower_2": 65.01469683265339, "mean": 73.59545033811705, "median": 76.15535704183725, "sigma": 7.360997286601531, "upper_1": 80.02261964937452, "upper_2": 80.44592382505968}, "g2.normalization": {"lower_1": 5.051144481764754, "lower_2": 0.18940799814249787, "mean": 7.137348184818206, "median": 7.560640655340383, "sigma": 2.3406414145077385, "upper_1": 9.732427310780231, "upper_2": 10.48432508281756}, "g2.sigma": {"lower_1": 2.3286821533753637, "lower_2": 2.2109884040999797, "mean": 12.62649278721716, "median": 7.014484676217855, "sigma": 10.823052348908773, "upper_1": 23.97478685119291, "upper_2": 29.835701056543567}}, "posterior_relabelled": {"background.level": {"lower_1": 0.9396557310643813, "lower_2": 0.9244647888392851, "mean": 0.9663720047554735, "median": 0.9640671915871466, "sigma": 0.02851006013170848, "upper_1": 0.9966758513277982, "upper_2": 0.999098646647071}, "g0.centre": {"lower_1": 19.442800748038774, "lower_2": 19.286298793983107, "mean": 22.880574012672948, "median": 19.658911757024917, "sigma": 7.643802770986342, "upper_1": 34.73040629001146, "upper_2": 34.978650045889665}, "g0.normalization": {"lower_1": 7.923219021616625, "lower_2": 7.356306375350986, "mean": 12.420404537136559, "median": 11.249812412931822, "sigma": 5.72782217207472, "upper_1": 19.378863365766065, "upper_2": 20.463358103194047}, "g0.sigma": {"lower_1": 1.765423139601387, "lower_2": 1.6636998360955335, "mean": 5.969569889517338, "median": 2.0574715142893227, "sigma": 8.83937419114036, "upper_1": 19.444171521882108, "upper_2": 22.28319466477332}, "g1.centre": {"lower_1": 42.94562463495881, "lower_2": 39.32053670093917, "mean": 48.02936949393827, "median": 49.518541692324646, "sigma": 3.647471399715357, "upper_1": 50.240567434389526, "upper_2": 50.55343589410747}, "g1.normalization": {"lower_1": 1.7409296708977067, "lower_2": 0.08288000017895925, "mean": 5.135768789187883, "median": 3.146520359372621, "sigma": 4.574402842492949, "upper_1": 10.889735355883605, "upper_2": 14.33627973825178}, "g1.sigma": {"lower_1": 0.9310535594268758, "lower_2": 0.8598116128478375, "mean": 7.0551847577213245, "median": 1.6967860374210677, "sigma": 11.686778310860197, "upper_1": 24.304610181147268, "upper_2": 29.8947206395858}, "g2.centre": {"lower_1": 65.30062507617146, "lower_2": 65.01469683265339, "mean": 73.59545033811705, "median": 76.15535704183725, "sigma": 7.360997286601531, "upper_1": 80.02261964937452, "upper_2": 80.44592382505968}, "g2.normalization": {"lower_1": 5.051144481764754, "lower_2": 0.18940799814249787, "mean": 7.137348184818206, "median": 7.560640655340383, "sigma": 2.3406414145077385, "upper_1": 9.732427310780231, "upper_2": 10.48432508281756}, "g2.sigma": {"lower_1": 2.3286821533753637, "lower_2": 2.2109884040999797, "mean": 12.62649278721716, "median": 7.014484676217855, "sigma": 10.823052348908773, "upper_1": 23.97478685119291, "upper_2": 29.835701056543567}}, "ppc_chi2": 94259.97875565995, "rhat_max": 2.3452453616309934, "target_log_likelihood": 185.54158696589337, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 33.11347598797831, "g0.centre": -0.04462284718671115, "g0.normalization": -3.273528231809005, "g0.sigma": -0.10662841795467451, "g1.centre": -0.13199782943134958, "g1.normalization": -10.24253465510118, "g1.sigma": -0.19707860466888638, "g2.centre": -0.522299195132263, "g2.normalization": -13.859175157542, "g2.sigma": 0.18612907073492668}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed_1/emcee/9f023ce5a646102ae008c92d2b155cde"}
measured_at
"2026-10-08T18:46:36Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 610.03 (g0.sigma)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 293.72', 'g0.normalization 19.59', 'g0.sigma 566.22', 'g1.centre 13.36', 'g1.normalization 41.28', 'g1.sigma 27.92', 'g2.centre 17.84', 'g2.normalization 16.42', 'g2.sigma 10.51', 'background.level 20.73']", "ok": false}, {"detail": "(b)3 ppc_chi2 47947.1 vs ref 86.6", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -20986.398 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 610.03 (g0.sigma); (b)2 sigma ratio ['g0.centre 293.72', 'g0.normalization 19.59', 'g0.sigma 566.22', 'g1.centre 13.36', 'g1.normalization 41.28', 'g1.sigma 27.92', 'g2.centre 17.84', 'g2.normalization 16.42', 'g2.sigma 10.51', 'background.level 20.73']; (b)3 ppc_chi2 47947.1 vs ref 86.6 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: R-hat 1.822, bulk ESS 77", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 198.5872824192047, "setup_s": null, "total_s": 235.45428900000115}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 77.36908832110936, "ess_kish": 399.99999999999994, "ess_per_s": 2.0142276742355847, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -20977.43279758697, "max_log_posterior": -20986.397996239837, "modes_found": 4, "per_call_basis": "numpy_single", "per_call_s": 0.0009229999996023253, "posterior": {"background.level": {"lower_1": 0.5142850731577935, "lower_2": 0.5045913549056038, "mean": 0.6625720597381023, "median": 0.6713913584775645, "sigma": 0.13712947055752878, "upper_1": 0.788544014272851, "upper_2": 0.9288311575251385}, "g0.centre": {"lower_1": 24.052326827946615, "lower_2": 19.80128872269733, "mean": 29.63157267796746, "median": 30.684564251124208, "sigma": 5.3816259414592444, "upper_1": 34.815578710865104, "upper_2": 34.94301449633726}, "g0.normalization": {"lower_1": 0.12304507496923868, "lower_2": 0.05896185938629141, "mean": 3.2720493582077372, "median": 1.256794952023039, "sigma": 3.7328907305296335, "upper_1": 7.588826536028506, "upper_2": 9.97498746250683}, "g0.sigma": {"lower_1": 7.263997618697535, "lower_2": 2.0094807689038263, "mean": 16.915972765256413, "median": 14.934595746963963, "sigma": 11.073217314124197, "upper_1": 29.410432246945927, "upper_2": 29.971808897150748}, "g1.centre": {"lower_1": 49.76414463505213, "lower_2": 49.48011475432597, "mean": 49.99063139724143, "median": 50.017478279972075, "sigma": 0.22650385776007198, "upper_1": 50.21715235057228, "upper_2": 50.318509390879285}, "g1.normalization": {"lower_1": 19.486366795161327, "lower_2": 8.79078606884291, "mean": 27.242578181850305, "median": 26.346855887392433, "sigma": 9.564009598959734, "upper_1": 38.614385993080795, "upper_2": 39.99676039148485}, "g1.sigma": {"lower_1": 2.41644381713075, "lower_2": 1.6665383165114238, "mean": 2.8260364977818573, "median": 2.862469869464876, "sigma": 0.513680101497457, "upper_1": 3.443804020125664, "upper_2": 3.538098485553608}, "g2.centre": {"lower_1": 79.17532996461392, "lower_2": 65.3998349119193, "mean": 77.87998029402137, "median": 79.90664386024072, "sigma": 0.527174209351962, "upper_1": 80.22967838331785, "upper_2": 80.32264391179554}, "g2.normalization": {"lower_1": 18.61524403845389, "lower_2": 13.309637315947278, "mean": 23.46955236604888, "median": 24.923226786338184, "sigma": 4.465368873413022, "upper_1": 27.545981785279935, "upper_2": 28.14937697784415}, "g2.sigma": {"lower_1": 3.633874147129072, "lower_2": 2.4687406199398616, "mean": 5.619180308717349, "median": 3.810793124135171, "sigma": 0.34752727864941413, "upper_1": 4.3289287044279, "upper_2": 17.375592558702394}}, "posterior_relabelled": {"background.level": {"lower_1": 0.5142850731577935, "lower_2": 0.5045913549056038, "mean": 0.6625720597381023, "median": 0.6713913584775645, 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"g1.normalization": {"lower_1": 19.486366795161327, "lower_2": 8.79078606884291, "mean": 27.242578181850305, "median": 26.346855887392433, "sigma": 9.564009598959734, "upper_1": 38.614385993080795, "upper_2": 39.99676039148485}, "g1.sigma": {"lower_1": 2.41644381713075, "lower_2": 1.6665383165114238, "mean": 2.8260364977818573, "median": 2.862469869464876, "sigma": 0.513680101497457, "upper_1": 3.443804020125664, "upper_2": 3.538098485553608}, "g2.centre": {"lower_1": 79.17532996461392, "lower_2": 65.3998349119193, "mean": 77.87998029402137, "median": 79.90664386024072, "sigma": 0.527174209351962, "upper_1": 80.22967838331785, "upper_2": 80.32264391179554}, "g2.normalization": {"lower_1": 18.61524403845389, "lower_2": 13.309637315947278, "mean": 23.46955236604888, "median": 24.923226786338184, "sigma": 4.465368873413022, "upper_1": 27.545981785279935, "upper_2": 28.14937697784415}, "g2.sigma": {"lower_1": 3.633874147129072, "lower_2": 2.4687406199398616, "mean": 5.619180308717349, "median": 3.810793124135171, "sigma": 0.34752727864941413, "upper_1": 4.3289287044279, "upper_2": 17.375592558702394}}, "ppc_chi2": 47947.05908085517, "rhat_max": 1.8221023822872326, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 4.75019232429904, "g0.centre": 1.9853784650493667, "g0.normalization": -7.69998564728917, "g0.sigma": 1.0777893550179904, "g1.centre": 0.07716548470705818, "g1.normalization": -2.473140984214434, "g1.sigma": -2.2144718614153973, "g2.centre": -0.17708783567777214, "g2.normalization": -3.376377997219783, "g2.sigma": -3.421909441142035}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_numpy_fp64/seed_0/emcee/9f023ce5a646102ae008c92d2b155cde"}
measured_at
"2026-10-08T15:40:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"emcee"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 1335.94 (g0.sigma)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 256.14', 'g0.normalization 3.65', 'g0.sigma 735.40', 'g1.centre 14.58', 'g1.normalization 28.52', 'g1.sigma 21.22', 'g2.centre 11.31', 'g2.normalization 8.23', 'g2.sigma 7.96', 'background.level 17.37']", "ok": false}, {"detail": "(b)3 ppc_chi2 59415.6 vs ref 86.6", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -17908.082 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 1335.94 (g0.sigma); (b)2 sigma ratio ['g0.centre 256.14', 'g0.normalization 3.65', 'g0.sigma 735.40', 'g1.centre 14.58', 'g1.normalization 28.52', 'g1.sigma 21.22', 'g2.centre 11.31', 'g2.normalization 8.23', 'g2.sigma 7.96', 'background.level 17.37']; (b)3 ppc_chi2 59415.6 vs ref 86.6 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: R-hat 1.722, bulk ESS 78", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 101.92550444602966, "setup_s": null, "total_s": 162.00015110000095}
diagnostics
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2.262361823375099, "mean": 2.712247267978527, "median": 2.6320833585104535, "sigma": 0.3903172205455032, "upper_1": 3.0954702349593437, "upper_2": 3.3738768600683984}, "g2.centre": {"lower_1": 79.9902633189371, "lower_2": 79.42527872782173, "mean": 80.28590724837214, "median": 80.35882769959188, "sigma": 0.3341481419864607, "upper_1": 80.65855960291002, "upper_2": 80.80203201931985}, "g2.normalization": {"lower_1": 20.54504464450547, "lower_2": 19.92971774040604, "mean": 22.223720430817533, "median": 21.31113020702983, "sigma": 2.237650124431763, "upper_1": 25.020344893368996, "upper_2": 26.45199021424467}, "g2.sigma": {"lower_1": 3.1576460895721223, "lower_2": 3.1108423344436216, "mean": 3.4447530384783582, "median": 3.358180911914739, "sigma": 0.26315784384224883, "upper_1": 3.68396177725662, "upper_2": 4.177655018497964}}, "posterior_relabelled": {"background.level": {"lower_1": 0.6696574246989642, "lower_2": 0.5582556084144252, "mean": 0.7935256184350834, "median": 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50.77797791271125}, "g1.normalization": {"lower_1": 17.81678813388685, "lower_2": 17.753281669808402, "mean": 22.74907689130739, "median": 18.7542604601616, "sigma": 6.608993190379781, "upper_1": 31.03477451464641, "upper_2": 31.586204131008195}, "g1.sigma": {"lower_1": 2.3148357938683373, "lower_2": 2.262361823375099, "mean": 2.712247267978527, "median": 2.6320833585104535, "sigma": 0.3903172205455032, "upper_1": 3.0954702349593437, "upper_2": 3.3738768600683984}, "g2.centre": {"lower_1": 79.9902633189371, "lower_2": 79.42527872782173, "mean": 80.28590724837214, "median": 80.35882769959188, "sigma": 0.3341481419864607, "upper_1": 80.65855960291002, "upper_2": 80.80203201931985}, "g2.normalization": {"lower_1": 20.54504464450547, "lower_2": 19.92971774040604, "mean": 22.223720430817533, "median": 21.31113020702983, "sigma": 2.237650124431763, "upper_1": 25.020344893368996, "upper_2": 26.45199021424467}, "g2.sigma": {"lower_1": 3.1576460895721223, "lower_2": 3.1108423344436216, "mean": 3.4447530384783582, "median": 3.358180911914739, "sigma": 0.26315784384224883, "upper_1": 3.68396177725662, "upper_2": 4.177655018497964}}, "ppc_chi2": 59415.57303546621, "rhat_max": 1.7223335790144267, "target_log_likelihood": 185.5415869658934, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": 7.467480645733338, "g0.centre": -4.216515505375718, "g0.normalization": -43.04428104029444, "g0.sigma": 1.8169450810707655, "g1.centre": 1.769784490024218, "g1.normalization": -4.727760891828501, "g1.sigma": -3.5046279525606394, "g2.centre": 1.0738581320809018, "g2.normalization": -8.352007129674076, "g2.sigma": -6.238913741326505}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/emcee/walkers_50_steps_2000/local_numpy_fp64/seed_1/emcee/9f023ce5a646102ae008c92d2b155cde"}
measured_at
"2026-10-08T18:25:45Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -108084.165 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -108084.165 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -108084.165 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.3508957999983977, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.764072179794312, "setup_s": null, "total_s": 43.526067599999806}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.14530583492115107, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -108084.21597640502, "max_log_posterior": -108084.16529313821, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00016569999752391595, "posterior": {"background.level": {"lower_1": 0.01462627989841, "lower_2": 0.01462627989841, "mean": 0.01462627989841, "median": 0.01462627989841, "sigma": 0.0, "upper_1": 0.01462627989841, "upper_2": 0.01462627989841}, "g0.centre": {"lower_1": 17.18443109994491, 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_0/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:25:28Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -108986.393 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -108986.393 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -108986.393 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.490797599999496, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.084800243377686, "setup_s": null, "total_s": 42.901174400001764}
diagnostics
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1.0632786660087477}, "g1.sigma": {"lower_1": 15.53187658956076, "lower_2": 15.53187658956076, "mean": 15.53187658956076, "median": 15.53187658956076, "sigma": 0.0, "upper_1": 15.53187658956076, "upper_2": 15.53187658956076}, "g2.centre": {"lower_1": 82.34908216707638, "lower_2": 82.34908216707638, "mean": 82.34908216707638, "median": 82.34908216707638, "sigma": 0.0, "upper_1": 82.34908216707638, "upper_2": 82.34908216707638}, "g2.normalization": {"lower_1": 0.9229955144265326, "lower_2": 0.9229955144265326, "mean": 0.9229955144265326, "median": 0.9229955144265326, "sigma": 0.0, "upper_1": 0.9229955144265326, "upper_2": 0.9229955144265326}, "g2.sigma": {"lower_1": 15.54084550985902, "lower_2": 15.54084550985902, "mean": 15.54084550985902, "median": 15.54084550985902, "sigma": 0.0, "upper_1": 15.54084550985902, "upper_2": 15.54084550985902}}, "posterior_relabelled": {"background.level": {"lower_1": 0.00163465045382, "lower_2": 0.00163465045382, "mean": 0.00163465045382, "median": 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218432.6399429337, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_1/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:25:29Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -66065.386 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -66065.386 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -66065.386 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.5166706000018166, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.801484823226929, "setup_s": null, "total_s": 38.502016299997194}
diagnostics
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"g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_2/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:25:38Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -108165.972 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -108165.972 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -108165.972 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.294162400001369, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.508004188537598, "setup_s": null, "total_s": 38.706144899999344}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.19033110037980872, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -108165.92897061263, "max_log_posterior": -108165.97249149783, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0001229999998031417, "posterior": {"background.level": {"lower_1": 0.01263797926065, "lower_2": 0.01263797926065, "mean": 0.01263797926065, "median": 0.01263797926065, "sigma": 0.0, "upper_1": 0.01263797926065, "upper_2": 0.01263797926065}, "g0.centre": {"lower_1": 17.5352569766753, 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"g1.sigma": {"lower_1": 14.97084969138474, "lower_2": 14.97084969138474, "mean": 14.97084969138474, "median": 14.97084969138474, "sigma": 0.0, "upper_1": 14.97084969138474, "upper_2": 14.97084969138474}, "g2.centre": {"lower_1": 82.17109767745364, "lower_2": 82.17109767745364, "mean": 82.17109767745364, "median": 82.17109767745364, "sigma": 0.0, "upper_1": 82.17109767745364, "upper_2": 82.17109767745364}, "g2.normalization": {"lower_1": 0.9219759477962975, "lower_2": 0.9219759477962975, "mean": 0.9219759477962975, "median": 0.9219759477962975, "sigma": 0.0, "upper_1": 0.9219759477962975, "upper_2": 0.9219759477962975}, "g2.sigma": {"lower_1": 15.41446746947166, "lower_2": 15.41446746947166, "mean": 15.41446746947166, "median": 15.41446746947166, "sigma": 0.0, "upper_1": 15.41446746947166, "upper_2": 15.41446746947166}}, "posterior_relabelled": {"background.level": {"lower_1": 0.01263797926065, "lower_2": 0.01263797926065, "mean": 0.01263797926065, "median": 0.01263797926065, "sigma": 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"estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_3/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:25:59Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -66053.800 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -66053.800 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -66053.800 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.3942066999989038, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.786317348480225, "setup_s": null, "total_s": 39.096697799999674}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.16968828692347132, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -66053.69191701716, "max_log_posterior": -66053.80020879126, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.720000161905773e-05, "posterior": {"background.level": {"lower_1": -0.01445892917831, "lower_2": -0.01445892917831, "mean": 0.48546268133263326, "median": 0.4854626813326333, "sigma": 0.4999216105109433, "upper_1": 0.9853842918435766, "upper_2": 0.9853842918435766}, "g0.centre": {"lower_1": 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_4/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:26:19Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -107834.667 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -107834.667 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -107834.667 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.2965143000001262, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.832493543624878, "setup_s": null, "total_s": 39.4540765999991}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.1846296969340948, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -107834.56073964121, "max_log_posterior": -107834.66714117711, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.264999971492216e-05, "posterior": {"background.level": {"lower_1": 0.01680059623874, "lower_2": 0.01680059623874, "mean": 0.01680059623874, "median": 0.01680059623874, "sigma": 0.0, "upper_1": 0.01680059623874, "upper_2": 0.01680059623874}, "g0.centre": {"lower_1": 17.53017332340298, 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"g1.sigma": {"lower_1": 15.1886214858884, "lower_2": 15.1886214858884, "mean": 15.1886214858884, "median": 15.1886214858884, "sigma": 0.0, "upper_1": 15.1886214858884, "upper_2": 15.1886214858884}, "g2.centre": {"lower_1": 82.42138962672837, "lower_2": 82.42138962672837, "mean": 82.42138962672837, "median": 82.42138962672837, "sigma": 0.0, "upper_1": 82.42138962672837, "upper_2": 82.42138962672837}, "g2.normalization": {"lower_1": 1.015884692169397, "lower_2": 1.015884692169397, "mean": 1.015884692169397, "median": 1.015884692169397, "sigma": 0.0, "upper_1": 1.015884692169397, "upper_2": 1.015884692169397}, "g2.sigma": {"lower_1": 15.14876185407952, "lower_2": 15.14876185407952, "mean": 15.14876185407952, "median": 15.14876185407952, "sigma": 0.0, "upper_1": 15.14876185407952, "upper_2": 15.14876185407952}}, "posterior_relabelled": {"background.level": {"lower_1": 0.01680059623874, "lower_2": 0.01680059623874, "mean": 0.01680059623874, "median": 0.01680059623874, "sigma": 0.0, 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"median": 1.029735779506379, "sigma": 0.0, "upper_1": 1.029735779506379, "upper_2": 1.029735779506379}, "g1.sigma": {"lower_1": 15.1886214858884, "lower_2": 15.1886214858884, "mean": 15.1886214858884, "median": 15.1886214858884, "sigma": 0.0, "upper_1": 15.1886214858884, "upper_2": 15.1886214858884}, "g2.centre": {"lower_1": 82.42138962672837, "lower_2": 82.42138962672837, "mean": 82.42138962672837, "median": 82.42138962672837, "sigma": 0.0, "upper_1": 82.42138962672837, "upper_2": 82.42138962672837}, "g2.normalization": {"lower_1": 1.015884692169397, "lower_2": 1.015884692169397, "mean": 1.015884692169397, "median": 1.015884692169397, "sigma": 0.0, "upper_1": 1.015884692169397, "upper_2": 1.015884692169397}, "g2.sigma": {"lower_1": 15.14876185407952, "lower_2": 15.14876185407952, "mean": 15.14876185407952, "median": 15.14876185407952, "sigma": 0.0, "upper_1": 15.14876185407952, "upper_2": 15.14876185407952}}, "ppc_chi2": 216129.10893761515, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_5/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:26:20Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65971.724 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65971.724 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65971.724 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.1970806000026641, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.700316190719604, "setup_s": null, "total_s": 37.866031899997324}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.17093555143290481, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -65971.57000360568, "max_log_posterior": -65971.72446656998, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0001062500014086254, "posterior": {"background.level": {"lower_1": -0.00894444554394, "lower_2": -0.00894444554394, "mean": 0.49097673362994776, "median": 0.49097673362994776, "sigma": 0.4999211791738878, "upper_1": 0.9908979128038355, "upper_2": 0.9908979128038355}, "g0.centre": {"lower_1": 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"median": 1.072872108131007, "sigma": 0.004762799762816683, "upper_1": 1.0776349078938239, "upper_2": 1.0776349078938239}, "g2.sigma": {"lower_1": 15.05829285555276, "lower_2": 15.05829285555276, "mean": 15.05841489603516, "median": 15.05841489603516, "sigma": 0.00012204048239983223, "upper_1": 15.05853693651756, "upper_2": 15.05853693651756}}, "ppc_chi2": 132403.1274655441, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.9421019817728661, "g0.centre": -23850.136822357224, "g0.normalization": -7724.026198806451, "g0.sigma": 191591.36738534563, "g1.centre": -11656.965024300327, "g1.normalization": -7554.237436597461, "g1.sigma": 81686.66090168033, "g2.centre": 17169.739732896658, "g2.normalization": -8173.160710171824, "g2.sigma": 82418.67533005579}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_6/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:26:27Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -108003.744 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -108003.744 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -108003.744 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.226055400002224, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.31349229812622, "setup_s": null, "total_s": 37.942452800001774}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.1939207343339331, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -108003.82259992439, "max_log_posterior": -108003.74398434864, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010399999882793054, "posterior": {"background.level": {"lower_1": 0.01665295659123, "lower_2": 0.01665295659123, "mean": 0.01665295659123, "median": 0.01665295659123, "sigma": 0.0, "upper_1": 0.01665295659123, "upper_2": 0.01665295659123}, "g0.centre": {"lower_1": 17.33806842990442, "lower_2": 17.33806842990442, "mean": 17.33806842990442, "median": 17.33806842990442, "sigma": 0.0, "upper_1": 17.33806842990442, "upper_2": 17.33806842990442}, "g0.normalization": {"lower_1": 1.0524184274814141, "lower_2": 1.0524184274814141, "mean": 1.0524184274814141, "median": 1.0524184274814141, "sigma": 0.0, "upper_1": 1.0524184274814141, "upper_2": 1.0524184274814141}, "g0.sigma": {"lower_1": 15.51899922772196, "lower_2": 15.51899922772196, "mean": 15.51899922772196, "median": 15.51899922772196, "sigma": 0.0, "upper_1": 15.51899922772196, "upper_2": 15.51899922772196}, "g1.centre": {"lower_1": 50.11773987096472, "lower_2": 50.11773987096472, "mean": 50.11773987096472, "median": 50.11773987096472, "sigma": 0.0, "upper_1": 50.11773987096472, "upper_2": 50.11773987096472}, "g1.normalization": {"lower_1": 0.9154046938905849, "lower_2": 0.9154046938905849, "mean": 0.9154046938905849, "median": 0.9154046938905849, "sigma": 0.0, "upper_1": 0.9154046938905849, "upper_2": 0.9154046938905849}, "g1.sigma": {"lower_1": 15.23582428826438, "lower_2": 15.23582428826438, "mean": 15.23582428826438, "median": 15.23582428826438, "sigma": 0.0, "upper_1": 15.23582428826438, "upper_2": 15.23582428826438}, "g2.centre": {"lower_1": 82.34858580757289, "lower_2": 82.34858580757289, "mean": 82.34858580757289, "median": 82.34858580757289, "sigma": 0.0, "upper_1": 82.34858580757289, "upper_2": 82.34858580757289}, "g2.normalization": {"lower_1": 0.9595245931446174, "lower_2": 0.9595245931446174, "mean": 0.9595245931446174, "median": 0.9595245931446174, "sigma": 0.0, "upper_1": 0.9595245931446174, "upper_2": 0.9595245931446174}, "g2.sigma": {"lower_1": 15.18181007059351, "lower_2": 15.18181007059351, "mean": 15.18181007059351, "median": 15.18181007059351, "sigma": 0.0, "upper_1": 15.18181007059351, "upper_2": 15.18181007059351}}, "posterior_relabelled": {"background.level": {"lower_1": 0.01665295659123, "lower_2": 0.01665295659123, "mean": 0.01665295659123, "median": 0.01665295659123, "sigma": 0.0, "upper_1": 0.01665295659123, "upper_2": 0.01665295659123}, "g0.centre": {"lower_1": 17.33806842990442, "lower_2": 17.33806842990442, "mean": 17.33806842990442, "median": 17.33806842990442, "sigma": 0.0, "upper_1": 17.33806842990442, "upper_2": 17.33806842990442}, "g0.normalization": {"lower_1": 1.0524184274814141, "lower_2": 1.0524184274814141, "mean": 1.0524184274814141, "median": 1.0524184274814141, "sigma": 0.0, "upper_1": 1.0524184274814141, "upper_2": 1.0524184274814141}, "g0.sigma": {"lower_1": 15.51899922772196, "lower_2": 15.51899922772196, "mean": 15.51899922772196, "median": 15.51899922772196, "sigma": 0.0, "upper_1": 15.51899922772196, "upper_2": 15.51899922772196}, "g1.centre": {"lower_1": 50.11773987096472, "lower_2": 50.11773987096472, "mean": 50.11773987096472, "median": 50.11773987096472, "sigma": 0.0, "upper_1": 50.11773987096472, "upper_2": 50.11773987096472}, "g1.normalization": {"lower_1": 0.9154046938905849, "lower_2": 0.9154046938905849, "mean": 0.9154046938905849, "median": 0.9154046938905849, "sigma": 0.0, "upper_1": 0.9154046938905849, "upper_2": 0.9154046938905849}, "g1.sigma": {"lower_1": 15.23582428826438, "lower_2": 15.23582428826438, "mean": 15.23582428826438, "median": 15.23582428826438, "sigma": 0.0, "upper_1": 15.23582428826438, "upper_2": 15.23582428826438}, "g2.centre": {"lower_1": 82.34858580757289, "lower_2": 82.34858580757289, "mean": 82.34858580757289, "median": 82.34858580757289, "sigma": 0.0, "upper_1": 82.34858580757289, "upper_2": 82.34858580757289}, "g2.normalization": {"lower_1": 0.9595245931446174, "lower_2": 0.9595245931446174, "mean": 0.9595245931446174, "median": 0.9595245931446174, "sigma": 0.0, "upper_1": 0.9595245931446174, "upper_2": 0.9595245931446174}, "g2.sigma": {"lower_1": 15.18181007059351, "lower_2": 15.18181007059351, "mean": 15.18181007059351, "median": 15.18181007059351, "sigma": 0.0, "upper_1": 15.18181007059351, "upper_2": 15.18181007059351}}, "ppc_chi2": 216467.63265818145, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_7/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:26:48Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65990.320 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65990.320 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65990.320 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.1223544999993464, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.63364052772522, "setup_s": null, "total_s": 36.1579410000013}
diagnostics
{"status": "available", "values": {"ess_kish": 2.0, "ess_per_s": 0.188082340641982, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -65990.17173441726, "max_log_posterior": -65990.31960520985, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.400000089954119e-05, "posterior": {"background.level": {"lower_1": -0.00879576916371, "lower_2": -0.00879576916371, "mean": 0.4911256972600135, "median": 0.49112569726001354, "sigma": 0.49992146642372354, "upper_1": 0.991047163683737, "upper_2": 0.991047163683737}, "g0.centre": {"lower_1": 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5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_8/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:27:07Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65998.659 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65998.659 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65998.659 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.0702377000015986, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 10.358617067337036, "setup_s": null, "total_s": 35.33663040000101}
diagnostics
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"median": 0.9424548625007039, "sigma": 0.006486870860742344, "upper_1": 0.9489417333614462, "upper_2": 0.9489417333614462}, "g1.sigma": {"lower_1": 15.27981825430853, "lower_2": 15.27981825430853, "mean": 15.279941146723594, "median": 15.279941146723594, "sigma": 0.0001228924150646904, "upper_1": 15.28006403913866, "upper_2": 15.28006403913866}, "g2.centre": {"lower_1": 82.79117013826578, "lower_2": 82.79117013826578, "mean": 82.79129761001039, "median": 82.79129761001039, "sigma": 0.00012747174459804, "upper_1": 82.79142508175498, "upper_2": 82.79142508175498}, "g2.normalization": {"lower_1": 1.0248394773028056, "lower_2": 1.0248394773028056, "mean": 1.029501346715793, "median": 1.029501346715793, "sigma": 0.004661869412987407, "upper_1": 1.0341632161287804, "upper_2": 1.0341632161287804}, "g2.sigma": {"lower_1": 15.310903315112705, "lower_2": 15.310903315112705, "mean": 15.311013769849069, "median": 15.311013769849069, "sigma": 0.0001104547363626196, "upper_1": 15.31112422458543, 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"median": 1.029501346715793, "sigma": 0.004661869412987407, "upper_1": 1.0341632161287804, "upper_2": 1.0341632161287804}, "g2.sigma": {"lower_1": 15.310903315112705, "lower_2": 15.310903315112705, "mean": 15.311013769849069, "median": 15.311013769849069, "sigma": 0.0001104547363626196, "upper_1": 15.31112422458543, "upper_2": 15.31112422458543}}, "ppc_chi2": 132457.36057668773, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 0.9461454859408908, "g0.centre": -23689.721538847112, "g0.normalization": -7694.704947759259, "g0.sigma": 189746.30580275922, "g1.centre": 3399.4551653028407, "g1.normalization": -7562.590067021198, "g1.sigma": 91787.12242562609, "g2.centre": 21897.382975437115, "g2.normalization": -8359.41447538558, "g2.sigma": 93350.58060342762}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_jax_cpu_fp64_cache_warm/seed_9/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:27:07Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -108533.280 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -108533.280 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -108533.280 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.519446134567261, "setup_s": null, "total_s": 34.52072530000078}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
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measured_at
"2026-10-08T14:23:20Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_1/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:23:43Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -107662.387 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -107662.387 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -107662.387 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_2/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:23:51Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65897.124 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65897.124 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65897.124 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.053187847137451, "setup_s": null, "total_s": 35.91091159999996}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_3/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:23:54Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -66065.321 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -66065.321 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -66065.321 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_4/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:24:02Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -108217.121 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -108217.121 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -108217.121 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.40047287940979, "setup_s": null, "total_s": 33.06302860000142}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_5/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:24:23Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -108279.178 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -108279.178 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -108279.178 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 4.744291543960571, "setup_s": null, "total_s": 34.46254409999892}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
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measured_at
"2026-10-08T14:24:32Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -107707.483 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -107707.483 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -107707.483 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_7/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:24:33Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65998.681 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65998.681 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65998.681 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 4.812617301940918, "setup_s": null, "total_s": 38.17318169999999}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_8/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:24:48Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"lbfgs"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {}, "settings_name": "default", "task": "point_map", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -65916.694 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -65916.694 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -65916.694 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 5.9577507972717285, "setup_s": null, "total_s": 41.799129099999845}
diagnostics
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"mean": 15.019608591510591, "median": 15.019627212077726, "sigma": 0.00032147240636515306, "upper_1": 15.01989746454954, "upper_2": 15.01989746804954}, "g2.centre": {"lower_1": 82.4551991681463, "lower_2": 82.4551991681463, "mean": 82.45541021311253, "median": 82.45538625920621, "sigma": 0.00022520558617600273, "upper_1": 82.45564957931865, "upper_2": 82.45564958281864}, "g2.normalization": {"lower_1": 1.0786365885487088, "lower_2": 1.0786365885487088, "mean": 1.0862348829823596, "median": 1.0880395176363225, "sigma": 0.006057006133310616, "upper_1": 1.09075060081533, "upper_2": 1.09075060431533}, "g2.sigma": {"lower_1": 15.307393269183107, "lower_2": 15.307393269183107, "mean": 15.307548706514371, "median": 15.307517564642588, "sigma": 0.00017880340292109054, "upper_1": 15.30775087598895, "upper_2": 15.30775087948895}}, "posterior_relabelled": {"background.level": {"lower_1": -0.00295548301431, "lower_2": -0.00295548301431, "mean": 0.7827553370107552, "median": 0.9968860323589562, 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/lbfgs/default/local_numpy_fp64/seed_9/lbfgs/bef81f2a542918a6d51f5773cc72e096"}
measured_at
"2026-10-08T14:25:10Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -8846.331 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -8846.331 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -8846.331 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.02654433698409648, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -8836.593320997079, "max_log_posterior": -8846.330572421406, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.934999980032444e-05, "posterior": {"background.level": {"lower_1": 0.4520389920314069, "lower_2": 0.4515046444189677, "mean": 0.4533847563886613, "median": 0.4533847563886613, "sigma": 0.047319239928174744, "upper_1": 0.5466774718877564, "upper_2": 0.5837201677476911}, "g0.centre": {"lower_1": 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"g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:37:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -19302.838 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -19302.838 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -19302.838 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.024309525768104617, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -19294.993471075948, "max_log_posterior": -19302.83795324982, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 9.984999996959232e-05, "posterior": {"background.level": {"lower_1": 0.8188196133676953, "lower_2": 0.8183375511718018, "mean": 0.8200336959351304, "median": 0.8200336959351304, "sigma": 0.006344962066614779, "upper_1": 0.8315095375009248, "upper_2": 0.8360661216520491}, "g0.centre": 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18.892856096043673, "median": 18.892856096043673, "sigma": 0.10127339072732156, "upper_1": 18.93320869655395, "upper_2": 18.949231052638915}, "g1.sigma": {"lower_1": 2.3625631333103705, "lower_2": 2.357806739510158, "mean": 2.374542199177572, "median": 2.374542199177572, "sigma": 0.007159835519362501, "upper_1": 2.3768828043490955, "upper_2": 2.3778121622848474}, "g2.centre": {"lower_1": 79.97204739974615, "lower_2": 79.97174379050507, "mean": 79.97281204524216, "median": 79.97281204524216, "sigma": 0.0005258356732724678, "upper_1": 79.97309907109269, "upper_2": 79.97321303723922}, "g2.normalization": {"lower_1": 10.08215615028756, "lower_2": 10.0196036140436, "mean": 10.239695871198276, "median": 10.239695871198276, "sigma": 0.09353060675138636, "upper_1": 10.269217363790332, "upper_2": 10.280939132907768}, "g2.sigma": {"lower_1": 2.4469042575540247, "lower_2": 2.4463206309888266, "mean": 2.448374131866376, "median": 2.448374131866376, "sigma": 0.0012501838793776976, "upper_1": 2.44940462531278, "upper_2": 2.449813791828264}}, "posterior_relabelled": {"background.level": {"lower_1": 0.8188196133676953, "lower_2": 0.8183375511718018, "mean": 0.8200336959351304, "median": 0.8200336959351304, "sigma": 0.006344962066614779, "upper_1": 0.8315095375009248, "upper_2": 0.8360661216520491}, "g0.centre": {"lower_1": 20.01363783223193, "lower_2": 20.013632041289007, "mean": 20.013652416828922, "median": 20.013652416828922, "sigma": 8.042698004473436e-05, "upper_1": 20.01379868619202, "upper_2": 20.013856763733248}, "g0.normalization": {"lower_1": 13.159701707230768, "lower_2": 13.147842118852626, "mean": 13.189570300183123, "median": 13.189570300183123, "sigma": 0.030260300660870598, "upper_1": 13.22022230855251, "upper_2": 13.232392958934472}, "g0.sigma": {"lower_1": 1.8820596842134976, "lower_2": 1.8753696380491767, "mean": 1.8989086893680838, "median": 1.8989086893680838, "sigma": 0.009500209261106507, "upper_1": 1.9010601027357106, "upper_2": 1.9019143403963858}, 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10.239695871198276, "median": 10.239695871198276, "sigma": 0.09353060675138636, "upper_1": 10.269217363790332, "upper_2": 10.280939132907768}, "g2.sigma": {"lower_1": 2.4469042575540247, "lower_2": 2.4463206309888266, "mean": 2.448374131866376, "median": 2.448374131866376, "sigma": 0.0012501838793776976, "upper_1": 2.44940462531278, "upper_2": 2.449813791828264}}, "ppc_chi2": 39049.97440048459, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 126.0895947896457, "g0.centre": 169.74921626211028, "g0.normalization": -555.5275173307957, "g0.sigma": -115.90179546252122, "g1.centre": 87.84677385644171, "g1.normalization": -307.1600909237083, "g1.sigma": -227.02446116627493, "g2.centre": -51.70427975841672, "g2.normalization": -318.1878655818792, "g2.sigma": -2041.0004561918872}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:38:01Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -6545.668 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -6545.668 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -6545.668 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:38:52Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -9674.649 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -9674.649 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -9674.649 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.99150279999958, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 35.07384967803955, "setup_s": null, "total_s": 69.95025100000203}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.028511270053886338, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -9665.640759719972, "max_log_posterior": -9674.649324310076, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011054999959014822, "posterior": {"background.level": {"lower_1": 0.6158275407051482, "lower_2": 0.615336616380805, "mean": 0.617063942707198, "median": 0.617063942707198, "sigma": 0.008329596464801248, "upper_1": 0.6324867336347507, "upper_2": 0.6386104888559849}, "g0.centre": {"lower_1": 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26.36065487951155, "sigma": 0.06281875273274018, "upper_1": 26.38892040815596, "upper_2": 26.400143485705946}, "g1.sigma": {"lower_1": 2.752977197846819, "lower_2": 2.748006197180558, "mean": 2.765496755080365, "median": 2.765496755080365, "sigma": 0.007494287612365813, "upper_1": 2.7679657730715506, "upper_2": 2.768946118450404}, "g2.centre": {"lower_1": 79.98256693554333, "lower_2": 79.98250189494517, "mean": 79.98273074149427, "median": 79.98273074149427, "sigma": 0.00018001818148860593, "upper_1": 79.98292697190631, "upper_2": 79.98300488692286}, "g2.normalization": {"lower_1": 16.68311605595801, "lower_2": 16.437059511090734, "mean": 17.30281402080893, "median": 17.30281402080893, "sigma": 0.33343632389102673, "upper_1": 17.349988703740063, "upper_2": 17.368719827845073}, "g2.sigma": {"lower_1": 3.077497958590441, "lower_2": 3.0668410590006396, "mean": 3.1043375575573484, "median": 3.1043375575573484, "sigma": 0.014912235520269324, "upper_1": 3.1073224296309796, "upper_2": 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17.30281402080893, "sigma": 0.33343632389102673, "upper_1": 17.349988703740063, "upper_2": 17.368719827845073}, "g2.sigma": {"lower_1": 3.077497958590441, "lower_2": 3.0668410590006396, "mean": 3.1043375575573484, "median": 3.1043375575573484, "sigma": 0.014912235520269324, "upper_1": 3.1073224296309796, "upper_2": 3.108507599424921}}, "ppc_chi2": 19791.268977772652, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 71.67981609075999, "g0.centre": 148.70797051975782, "g0.normalization": -74.30850930983075, "g0.sigma": -62.994569409118085, "g1.centre": 771.8713660087657, "g1.normalization": -376.3103228276607, "g1.sigma": -164.72589641244423, "g2.centre": -95.93063524435078, "g2.normalization": -68.0705260732449, "g2.sigma": -127.12127835333537}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:38:55Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -4826.812 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -4826.812 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -4826.812 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.8625898999998753, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 32.418938636779785, "setup_s": null, "total_s": 66.09587459999966}
diagnostics
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"g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:39:11Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -11396.366 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -11396.366 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -11396.366 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.2424609000008786, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 46.72064423561096, "setup_s": null, "total_s": 76.39157249999698}
diagnostics
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"median": 25.586617618193717, "sigma": 0.09896226276456233, "upper_1": 25.637163944258376, "upper_2": 25.657233809019345}, "g1.sigma": {"lower_1": 2.6767278271105326, "lower_2": 2.6579276472945885, "mean": 2.7240764281284653, "median": 2.7240764281284653, "sigma": 0.0239534882402348, "upper_1": 2.724634803591002, "upper_2": 2.7248565114952443}, "g2.centre": {"lower_1": 79.97929410452342, "lower_2": 79.9790205060661, "mean": 79.97998316730482, "median": 79.97998316730482, "sigma": 0.00036700209428630615, "upper_1": 79.98002810871199, "upper_2": 79.98004595309425}, "g2.normalization": {"lower_1": 13.842491579596766, "lower_2": 13.795900186699853, "mean": 13.959832865411217, "median": 13.959832865411217, "sigma": 0.07566117683810081, "upper_1": 13.993813933272968, "upper_2": 14.007306416100427}, "g2.sigma": {"lower_1": 2.8267183660320185, "lower_2": 2.818523987618129, "mean": 2.847356059815147, "median": 2.847356059815147, "sigma": 0.01188225551064237, "upper_1": 2.8504828770533033, 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13.959832865411217, "sigma": 0.07566117683810081, "upper_1": 13.993813933272968, "upper_2": 14.007306416100427}, "g2.sigma": {"lower_1": 2.8267183660320185, "lower_2": 2.818523987618129, "mean": 2.847356059815147, "median": 2.847356059815147, "sigma": 0.01188225551064237, "upper_1": 2.8504828770533033, "upper_2": 2.851724407427277}}, "ppc_chi2": 23235.14178520955, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 133.88059144624899, "g0.centre": 78.33438904088975, "g0.normalization": -344.20246199557636, "g0.sigma": -14.037800228722162, "g1.centre": 304.49635457094206, "g1.normalization": -246.69385783838948, "g1.sigma": -53.26671251698361, "g2.centre": -54.54146721996983, "g2.normalization": -344.16814835314193, "g2.sigma": -181.16458935400206}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:39:29Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -8960.126 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -8960.126 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -8960.126 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.014444000000367, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 36.79949069023132, "setup_s": null, "total_s": 69.4737989000023}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:40:14Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -11829.540 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -11829.540 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -11829.540 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.254534200001217, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 41.33697509765625, "setup_s": null, "total_s": 72.52666970000064}
diagnostics
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24.267693632003752, "median": 24.267693632003752, "sigma": 0.0622804259695382, "upper_1": 24.312981658970042, "upper_2": 24.330963669677246}, "g1.sigma": {"lower_1": 2.6569089992150188, "lower_2": 2.6560972151935607, "mean": 2.6589534923060976, "median": 2.6589534923060976, "sigma": 0.002269524240853249, "upper_1": 2.6614480476967253, "upper_2": 2.662438532925357}, "g2.centre": {"lower_1": 79.98206174610715, "lower_2": 79.98204100017918, "mean": 79.98211399511095, "median": 79.98211399511095, "sigma": 0.00019315065649294638, "upper_1": 79.98244804742014, "upper_2": 79.98258068583701}, "g2.normalization": {"lower_1": 16.546384702956857, "lower_2": 16.504116880024572, "mean": 16.652836997749283, "median": 16.652836997749283, "sigma": 0.07643817075351755, "upper_1": 16.699261044463892, "upper_2": 16.71769412183587}, "g2.sigma": {"lower_1": 2.9941371010815847, "lower_2": 2.975815965129484, "mean": 3.0402792212572454, "median": 3.0402792212572454, "sigma": 0.024935412151625425, "upper_1": 3.0440079253848356, "upper_2": 3.045488440259026}}, "posterior_relabelled": {"background.level": {"lower_1": 0.6722745929456276, "lower_2": 0.6719998849193819, "mean": 0.6729664501969131, "median": 0.6729664501969131, "sigma": 0.0018581983342566, "upper_1": 0.6759909896141408, "upper_2": 0.6771919096768637}, "g0.centre": {"lower_1": 20.012497051934684, "lower_2": 20.01249553995055, "mean": 20.01250085989472, "median": 20.01250085989472, "sigma": 2.4200320591916125e-06, "upper_1": 20.012501891998802, "upper_2": 20.012502301804837}, "g0.normalization": {"lower_1": 15.239812750710461, "lower_2": 15.219632656312756, "mean": 15.290636692156536, "median": 15.290636692156536, "sigma": 0.04380096813487189, "upper_1": 15.327414686980205, "upper_2": 15.342017714336661}, "g0.sigma": {"lower_1": 2.013576929709271, "lower_2": 2.006255433097834, "mean": 2.032016254508446, "median": 2.032016254508446, "sigma": 0.009992040734889684, "upper_1": 2.0335610111790503, "upper_2": 2.03417437044532}, 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16.652836997749283, "median": 16.652836997749283, "sigma": 0.07643817075351755, "upper_1": 16.699261044463892, "upper_2": 16.71769412183587}, "g2.sigma": {"lower_1": 2.9941371010815847, "lower_2": 2.975815965129484, "mean": 3.0402792212572454, "median": 3.0402792212572454, "sigma": 0.024935412151625425, "upper_1": 3.0440079253848356, "upper_2": 3.045488440259026}}, "ppc_chi2": 24101.60858270776, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 351.3976081881174, "g0.centre": 5165.57615310851, "g0.normalization": -335.82278963675896, "g0.sigma": -96.8754803122048, "g1.centre": 382.26452636935807, "g1.normalization": -413.1684388379441, "g1.sigma": -590.8932293182836, "g2.centre": -92.60131554201098, "g2.normalization": -305.43853642882107, "g2.sigma": -78.59187435227572}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:40:20Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -11312.157 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -11312.157 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -11312.157 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.023202013425911397, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -11303.539988079205, "max_log_posterior": -11312.156737463496, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010250000013911631, "posterior": {"background.level": {"lower_1": 0.6696124405851998, "lower_2": 0.6692261413639479, "mean": 0.6705853423276119, "median": 0.6705853423276119, "sigma": 0.009962381333276538, "upper_1": 0.6895372032517528, "upper_2": 0.6970622068539852}, "g0.centre": 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"g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:40:38Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adabelief"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -1612.058 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -1612.058 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -1612.058 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.9702835999996751, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 40.89294385910034, "setup_s": null, "total_s": 72.26421920000212}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.02445409661494594, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -1601.8370829788962, "max_log_posterior": -1612.0577403723103, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 6.40500002191402e-05, "posterior": {"background.level": {"lower_1": 0.2838738798045878, "lower_2": 0.283526395661408, "mean": 0.28474902505407756, "median": 0.28474902505407756, "sigma": 0.10130617479952958, "upper_1": 0.48648622940364694, "upper_2": 0.5665877664247995}, "g0.centre": 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"median": 40.523957591707926, "sigma": 2.4592939530188325, "upper_1": 40.549349822363425, "upper_2": 40.559432031594284}, "g1.sigma": {"lower_1": 3.2468678176103563, "lower_2": 3.1512786097733008, "mean": 3.487611007718496, "median": 3.487611007718496, "sigma": 0.12113015450599351, "upper_1": 3.4891281266223433, "upper_2": 3.4897305120694595}, "g2.centre": {"lower_1": 79.99171609707982, "lower_2": 79.99168709499223, "mean": 79.99178913937448, "median": 79.99178913937448, "sigma": 4.0094476098317955e-05, "upper_1": 79.99179628603201, "upper_2": 79.99179912367545}, "g2.normalization": {"lower_1": 27.65846004429248, "lower_2": 26.01851410847323, "mean": 31.788694253022445, "median": 31.788694253022445, "sigma": 2.078646242109542, "upper_1": 31.815752528511563, "upper_2": 31.826496255544008}, "g2.sigma": {"lower_1": 3.7665268250995463, "lower_2": 3.5557510309211526, "mean": 4.297369565993279, "median": 4.297369565993279, "sigma": 0.26657025021927283, "upper_1": 4.299667325538092, 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"median": 31.788694253022445, "sigma": 2.078646242109542, "upper_1": 31.815752528511563, "upper_2": 31.826496255544008}, "g2.sigma": {"lower_1": 3.7665268250995463, "lower_2": 3.5557510309211526, "mean": 4.297369565993279, "median": 4.297369565993279, "sigma": 0.26657025021927283, "upper_1": 4.299667325538092, "upper_2": 4.300579671239709}}, "ppc_chi2": 3663.661624290497, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 2.613355262677502, "g0.centre": 0.16177035720000074, "g0.normalization": -5.043193759627174, "g0.sigma": -5.446613733359967, "g1.centre": 84.03043377882143, "g1.normalization": -3.8531556574032324, "g1.sigma": -4.2300696665597926, "g2.centre": -204.78782676671852, "g2.normalization": -3.9503141903762327, "g2.sigma": -2.6358171379917987}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adabelief/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_adabelief/d6997af442f1b6cf1f241af37456a974"}
measured_at
"2026-10-08T14:40:54Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -57232.020 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -57232.020 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -57232.020 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:31:10Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:31:38Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -41650.352 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -41650.352 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -41650.352 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:32:15Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
{"compile_s": 1.0039053000000422, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 49.98350238800049, "setup_s": null, "total_s": 80.03578670000206}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:32:13Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:32:30Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
{"compile_s": 1.1192872999999963, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 37.90468192100525, "setup_s": null, "total_s": 70.18662419999964}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:33:00Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -46037.628 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -46037.628 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -46037.628 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:33:37Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
{"compile_s": 1.1824916999976267, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 39.06850242614746, "setup_s": null, "total_s": 68.53761809999924}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:33:36Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:33:50Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_adam"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_adam/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_adam/a57c8b25a2dc9512211805b69379d68f"}
measured_at
"2026-10-08T14:33:57Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -63625.469 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -63625.469 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -63625.469 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.5685191999982635, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.258063316345215, "setup_s": null, "total_s": 42.91295490000266}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:41:10Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -62099.425 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -62099.425 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -62099.425 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.0105442999993102, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 13.4433274269104, "setup_s": null, "total_s": 41.49851040000067}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:41:15Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -56358.249 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -56358.249 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -56358.249 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.568631500002084, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.954776287078857, "setup_s": null, "total_s": 40.6737910999982}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:41:31Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -62901.687 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -62901.687 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -62901.687 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.8999629999998433, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 11.134676456451416, "setup_s": null, "total_s": 45.69898980000289}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.08980952467824976, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -62898.79349627028, "max_log_posterior": -62901.686534035776, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0001126000024669338, "posterior": {"background.level": {"lower_1": 0.7493984601607155, "lower_2": 0.7417196276269545, "mean": 0.7687377420975948, "median": 0.7687377420975948, "sigma": 0.010009379597607337, "upper_1": 0.7694172193559302, "upper_2": 0.7696870117967398}, "g0.centre": 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"median": 7.505104180205067, "sigma": 0.6423626014163739, "upper_1": 7.505779076734225, "upper_2": 7.506047050356096}, "g1.sigma": {"lower_1": 7.791134150394399, "lower_2": 7.790862046603148, "mean": 7.791819448831624, "median": 7.791819448831624, "sigma": 0.27339811326312713, "upper_1": 8.337930376920653, "upper_2": 8.554768539544238}, "g2.centre": {"lower_1": 80.02574780138266, "lower_2": 80.02545619423248, "mean": 80.02648221939057, "median": 80.02648221939057, "sigma": 0.10650221024282303, "upper_1": 80.23875222186831, "upper_2": 80.3230358993227}, "g2.normalization": {"lower_1": 2.191179812934855, "lower_2": 2.1163554408209797, "mean": 2.379626379740171, "median": 2.379626379740171, "sigma": 0.0945624743296889, "upper_1": 2.3803047615942328, "upper_2": 2.3805741190951104}, "g2.sigma": {"lower_1": 5.2169704456857025, "lower_2": 5.216699036919124, "mean": 5.217653993690418, "median": 5.217653993690418, "sigma": 0.011347800283892262, "upper_1": 5.239666046253487, "upper_2": 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2.379626379740171, "sigma": 0.0945624743296889, "upper_1": 2.3803047615942328, "upper_2": 2.3805741190951104}, "g2.sigma": {"lower_1": 5.2169704456857025, "lower_2": 5.216699036919124, "mean": 5.217653993690418, "median": 5.217653993690418, "sigma": 0.011347800283892262, "upper_1": 5.239666046253487, "upper_2": 5.248406125947646}}, "ppc_chi2": 126257.57445087328, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 74.80361143227844, "g0.centre": -1076.7590088226684, "g0.normalization": -424.33318026291033, "g0.sigma": 275.1200298795853, "g1.centre": 14.758078184686733, "g1.normalization": -66.15406271488416, "g1.sigma": 13.869223176321832, "g2.centre": 0.24865417656773486, "g2.normalization": -397.83618065129787, "g2.sigma": 19.1802806046357}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:41:51Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -62630.443 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -62630.443 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -62630.443 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.130905599999096, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 14.793117761611938, "setup_s": null, "total_s": 54.98624759999802}
diagnostics
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"g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:42:16Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -64377.911 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -64377.911 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -64377.911 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.1044626000002609, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 14.56837010383606, "setup_s": null, "total_s": 53.62827560000005}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.06864185855195193, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -64374.696703339345, "max_log_posterior": -64377.91080017177, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.0001224999996338738, "posterior": {"background.level": {"lower_1": 0.90283068386081, "lower_2": 0.901855146321409, "mean": 0.9052875932193016, "median": 0.9052875932193016, "sigma": 0.0015681468814641164, "upper_1": 0.9059669776237382, "upper_2": 0.9062367331960881}, "g0.centre": {"lower_1": 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7.2098269696351425, "sigma": 0.1896627517256726, "upper_1": 7.210502066952803, "upper_2": 7.210770120299522}, "g1.sigma": {"lower_1": 15.091708647200376, "lower_2": 15.09143457225267, "mean": 15.092398910031635, "median": 15.092398910031635, "sigma": 0.12404119306786576, "upper_1": 15.339791033336107, "upper_2": 15.438020258765825}, "g2.centre": {"lower_1": 82.33203050387137, "lower_2": 82.33173827402442, "mean": 82.33276649015258, "median": 82.33276649015258, "sigma": 0.0743983083400721, "upper_1": 82.48082712055151, "upper_2": 82.53961590026873}, "g2.normalization": {"lower_1": 0.4746301446185468, "lower_2": 0.47192829812430576, "mean": 0.4814347950484872, "median": 0.4814347950484872, "sigma": 0.003742161527139881, "upper_1": 0.48211446767282656, "upper_2": 0.48238433768543193}, "g2.sigma": {"lower_1": 4.923973293017033, "lower_2": 4.92370196335974, "mean": 4.92465664178355, "median": 4.92465664178355, "sigma": 0.07420416135336882, "upper_1": 5.072381615723771, "upper_2": 5.1310371200823885}}, "posterior_relabelled": {"background.level": {"lower_1": 0.90283068386081, "lower_2": 0.901855146321409, "mean": 0.9052875932193016, "median": 0.9052875932193016, "sigma": 0.0015681468814641164, "upper_1": 0.9059669776237382, "upper_2": 0.9062367331960881}, "g0.centre": {"lower_1": 16.510436761657026, "lower_2": 16.501306662430046, "mean": 16.533431085636078, "median": 16.533431085636078, "sigma": 0.011831540622956993, "upper_1": 16.53409984290294, "upper_2": 16.534365378876547}, "g0.normalization": {"lower_1": 7.138558689704616, "lower_2": 7.1268412020477, "mean": 7.168069399359069, "median": 7.168069399359069, "sigma": 0.015092917683630969, "upper_1": 7.168744525071878, "upper_2": 7.16901258969314}, "g0.sigma": {"lower_1": 9.485846639122066, "lower_2": 9.485574077758132, "mean": 9.486533089964567, "median": 9.486533089964567, "sigma": 0.05038681828954772, "upper_1": 9.586620275701161, "upper_2": 9.626360775920102}, "g1.centre": {"lower_1": 46.44896889995855, "lower_2": 46.42846163560716, "mean": 46.50061682499169, "median": 46.50061682499169, "sigma": 0.026148152306845418, "upper_1": 46.50126520457224, "upper_2": 46.5015226494057}, "g1.normalization": {"lower_1": 6.831176563501458, "lower_2": 6.680830078713083, "mean": 7.2098269696351425, "median": 7.2098269696351425, "sigma": 0.1896627517256726, "upper_1": 7.210502066952803, "upper_2": 7.210770120299522}, "g1.sigma": {"lower_1": 15.091708647200376, "lower_2": 15.09143457225267, "mean": 15.092398910031635, "median": 15.092398910031635, "sigma": 0.12404119306786576, "upper_1": 15.339791033336107, "upper_2": 15.438020258765825}, "g2.centre": {"lower_1": 82.33203050387137, "lower_2": 82.33173827402442, "mean": 82.33276649015258, "median": 82.33276649015258, "sigma": 0.0743983083400721, "upper_1": 82.48082712055151, "upper_2": 82.53961590026873}, "g2.normalization": {"lower_1": 0.4746301446185468, "lower_2": 0.47192829812430576, "mean": 0.4814347950484872, "median": 0.4814347950484872, "sigma": 0.003742161527139881, "upper_1": 0.48211446767282656, "upper_2": 0.48238433768543193}, "g2.sigma": {"lower_1": 4.923973293017033, "lower_2": 4.92370196335974, "mean": 4.92465664178355, "median": 4.92465664178355, "sigma": 0.07420416135336882, "upper_1": 5.072381615723771, "upper_2": 5.1310371200823885}}, "ppc_chi2": 129209.3808650114, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 564.543796045906, "g0.centre": -292.9938733116179, "g0.normalization": -1512.7579093208276, "g0.sigma": 128.734722892994, "g1.centre": -133.8290803091351, "g1.normalization": -225.61189606832437, "g1.sigma": 89.42512270067195, "g2.centre": 31.35510124087209, "g2.normalization": -10560.35794242035, "g2.sigma": -1.0153521964577785}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:42:19Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -61884.256 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -61884.256 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -61884.256 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.0527370000017982, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 16.532872438430786, "setup_s": null, "total_s": 59.055008200000884}
diagnostics
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"sigma": 2.835749982596049, "upper_1": 24.764144189517122, "upper_2": 24.767040647192065}, "g2.sigma": {"lower_1": 16.074831769149416, "lower_2": 15.881237184633603, "mean": 16.562403315337384, "median": 16.562403315337384, "sigma": 0.247463811315356, "upper_1": 16.569759391780128, "upper_2": 16.572680186838276}}, "ppc_chi2": 124218.00848051152, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 48.49087103602939, "g0.centre": -0.3563334387688126, "g0.normalization": -7.066979832994192, "g0.sigma": 529.8290409149323, "g1.centre": 175.56775724735624, "g1.normalization": -12017.502207917869, "g1.sigma": 113.06866821688368, "g2.centre": -18.722256237311086, "g2.normalization": -5.375350678419349, "g2.sigma": 46.723612854256146}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:42:41Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -62691.814 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -62691.814 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -62691.814 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.9136677000024065, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 18.481870412826538, "setup_s": null, "total_s": 58.15068059999976}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.054107077782884656, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -62687.90141813053, "max_log_posterior": -62691.81425912512, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011804999849118758, "posterior": {"background.level": {"lower_1": 0.8306413432019741, "lower_2": 0.8213879364446277, "mean": 0.8539462194797356, "median": 0.8539462194797356, "sigma": 0.01199214779716612, "upper_1": 0.8546256387963064, "upper_2": 0.8548954082308271}, "g0.centre": 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"median": 18.731305941789252, "sigma": 0.7555219141268559, "upper_1": 18.731973204501212, "upper_2": 18.73223814704861}, "g1.sigma": {"lower_1": 13.799613880824428, "lower_2": 13.799340154742545, "mean": 13.800303265030648, "median": 13.800303265030648, "sigma": 0.0022517649368767323, "upper_1": 13.804117410698181, "upper_2": 13.805631850889702}, "g2.centre": {"lower_1": 93.94178962988629, "lower_2": 93.94149426540223, "mean": 93.94253351080907, "median": 93.94253351080907, "sigma": 0.12579134309016382, "upper_1": 94.19337231606661, "upper_2": 94.29297007697771}, "g2.normalization": {"lower_1": 1.3619919421273339, "lower_2": 1.345358911404496, "mean": 1.4038825380218884, "median": 1.4038825380218884, "sigma": 0.021284820627214374, "upper_1": 1.4045615833817626, "upper_2": 1.4048312043334772}, "g2.sigma": {"lower_1": 15.550895674348695, "lower_2": 15.379981463472271, "mean": 15.981346279518945, "median": 15.981346279518945, "sigma": 0.21555986892739032, "upper_1": 15.982015412203475, 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1.4038825380218884, "sigma": 0.021284820627214374, "upper_1": 1.4045615833817626, "upper_2": 1.4048312043334772}, "g2.sigma": {"lower_1": 15.550895674348695, "lower_2": 15.379981463472271, "mean": 15.981346279518945, "median": 15.981346279518945, "sigma": 0.21555986892739032, "upper_1": 15.982015412203475, "upper_2": 15.98228109723998}}, "ppc_chi2": 125835.79029459377, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 69.54102247445671, "g0.centre": 22.54889696990227, "g0.normalization": -1299.0315489019245, "g0.sigma": 15.280999136281087, "g1.centre": -26.215941291476224, "g1.normalization": -41.38687902169914, "g1.sigma": 4352.2763431177555, "g2.centre": 110.83857734800908, "g2.normalization": -1813.3165478796582, "g2.sigma": 50.94337055483146}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:43:01Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -59308.233 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -59308.233 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -59308.233 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.1071937000015168, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 18.540297746658325, "setup_s": null, "total_s": 57.2234529999987}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.053936566373657, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -59303.88306696141, "max_log_posterior": -59308.23323553421, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.000106550001873984, "posterior": {"background.level": {"lower_1": 0.6740655540797637, "lower_2": 0.6655011535704471, "mean": 0.6956351553624867, "median": 0.6956351553624867, "sigma": 0.011124564125408687, "upper_1": 0.696314682330581, "upper_2": 0.6965844945090891}, "g0.centre": {"lower_1": 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5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:43:26Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_lion"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior -54987.142 vs ref MAP 175.706", "ok": false}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior -54987.142 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (a) max_log_posterior -54987.142 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.692552299999079, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 20.229004859924316, "setup_s": null, "total_s": 57.85879399999976}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.049433969042199405, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": -54983.24411279411, "max_log_posterior": -54987.14176825793, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00011679999988700729, "posterior": {"background.level": {"lower_1": 0.9345083277811209, "lower_2": 0.9176580938664156, "mean": 0.9769459539366752, "median": 0.9769459539366752, "sigma": 0.02155848091615281, "upper_1": 0.9776252896134265, "upper_2": 0.9778950258380189}, "g0.centre": 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"median": 10.725717747234203, "sigma": 0.5563255267696272, "upper_1": 10.726390453746134, "upper_2": 10.726657557802342}, "g1.sigma": {"lower_1": 5.49032114293323, "lower_2": 5.4900496603619136, "mean": 5.491004876816547, "median": 5.491004876816547, "sigma": 0.1423638818252324, "upper_1": 5.775048906583695, "upper_2": 5.887831094873592}, "g2.centre": {"lower_1": 74.79515913382656, "lower_2": 74.73675184229229, "mean": 74.94225897917214, "median": 74.94225897917214, "sigma": 0.07386444230473188, "upper_1": 74.94288801843602, "upper_2": 74.9431377840261}, "g2.normalization": {"lower_1": 11.867182523049946, "lower_2": 11.446834583308698, "mean": 12.925836593509386, "median": 12.925836593509386, "sigma": 0.5296626404452782, "upper_1": 12.926507803940503, "upper_2": 12.926774313964621}, "g2.sigma": {"lower_1": 6.782429523672885, "lower_2": 6.782157692232069, "mean": 6.783114136190498, "median": 6.783114136190498, "sigma": 0.051629020856952756, "upper_1": 6.885687565386791, "upper_2": 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12.925836593509386, "sigma": 0.5296626404452782, "upper_1": 12.926507803940503, "upper_2": 12.926774313964621}, "g2.sigma": {"lower_1": 6.782429523672885, "lower_2": 6.782157692232069, "mean": 6.783114136190498, "median": 6.783114136190498, "sigma": 0.051629020856952756, "upper_1": 6.885687565386791, "upper_2": 6.926415250508847}}, "ppc_chi2": 110426.4756839209, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": 44.38837586277603, "g0.centre": -78.6316442980994, "g0.normalization": -14466.460444956592, "g0.sigma": 58.551687644901925, "g1.centre": -10.137212664501277, "g1.normalization": -70.59586584282185, "g1.sigma": 10.473196274929634, "g2.centre": -68.4732851560954, "g2.normalization": -51.11586383311806, "g2.sigma": 34.537051189309366}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_lion/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_lion/86abfa036d47e2682c052b54d5c53af7"}
measured_at
"2026-10-08T14:43:30Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_0/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:34:49Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.2841404000027978, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 32.699156761169434, "setup_s": null, "total_s": 65.10632629999964}
diagnostics
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"mean": 40.110255529084185, "median": 40.110255529084185, "sigma": 0.0012559820978381708, "upper_1": 40.11056291177851, "upper_2": 40.110684960789484}, "g2.sigma": {"lower_1": 5.001914861103533, "lower_2": 5.001877973959194, "mean": 5.002007762059645, "median": 5.002007762059645, "sigma": 9.018484066025678e-05, "upper_1": 5.002095230784853, "upper_2": 5.00212996101398}}, "ppc_chi2": 86.5445502838137, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -400.47937436748384, "g0.centre": 173.36460671895608, "g0.normalization": 317.54978856508103, "g0.sigma": 87.13804857879349, "g1.centre": 1924.8727671136487, "g1.normalization": 513.4689281147748, "g1.sigma": 327.34303906545904, "g2.centre": -222.21227611140446, "g2.normalization": 87.78431577485028, "g2.sigma": 22.262744436265155}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_1/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:34:53Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed2
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed2"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
2
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_2/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:35:02Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed3
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed3"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
3
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.5559629000017594, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 29.550021409988403, "setup_s": null, "total_s": 61.99807940000028}
diagnostics
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"mean": 40.10912353448919, "median": 40.10912353448919, "sigma": 0.0007321308392498338, "upper_1": 40.10924472339551, "upper_2": 40.109292842520084}, "g2.sigma": {"lower_1": 5.00202078542633, "lower_2": 5.002013718892216, "mean": 5.002038582623359, "median": 5.002038582623359, "sigma": 5.817437118604829e-05, "upper_1": 5.002137134168702, "upper_2": 5.002176264929353}}, "ppc_chi2": 86.5442552863503, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -192.7641102212685, "g0.centre": 270.0299537687207, "g0.normalization": 112.69079532727312, "g0.sigma": 249.12362765079808, "g1.centre": 2815.2209736986792, "g1.normalization": 258.7936919485706, "g1.sigma": 591.0302303778124, "g2.centre": -444.10998153146613, "g2.normalization": 149.04922541031664, "g2.sigma": 35.042624128062805}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_3/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:35:11Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed4
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed4"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
4
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_4/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:36:12Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed5
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed5"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
5
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.3075413000005938, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 30.909284353256226, "setup_s": null, "total_s": 72.11290390000067}
diagnostics
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"mean": 40.11145488056688, "median": 40.11145488056688, "sigma": 0.00044012817491179135, "upper_1": 40.11224309685404, "upper_2": 40.112556065085705}, "g2.sigma": {"lower_1": 5.002252753274292, "lower_2": 5.002223571415083, "mean": 5.002326248327115, "median": 5.002326248327115, "sigma": 3.970466523917082e-05, "upper_1": 5.0023321626047705, "upper_2": 5.002334510920899}}, "ppc_chi2": 86.54385675112323, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -358.47734917974697, "g0.centre": 1634.0400657594173, "g0.normalization": 746.811725407672, "g0.sigma": 236.99159651391156, "g1.centre": 2987.6944643765682, "g1.normalization": 506.2498150387817, "g1.sigma": 883.852234071602, "g2.centre": -3720.9388343571695, "g2.normalization": 253.23277835875678, "g2.sigma": 58.588790841142625}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed5", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_5/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:36:18Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed6
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed6"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
6
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed6", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_6/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:36:31Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed7
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed7"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
7
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
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timings
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diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed7", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_7/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:36:39Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed8
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed8"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
8
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 4.772204799999599, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 28.21795678138733, "setup_s": null, "total_s": 59.957627600000706}
diagnostics
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"g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed8", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_8/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:37:31Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed9
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed9"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"multi_start_prodigy"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "optimizer", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_starts": 48, "n_steps": 300}, "settings_name": "starts_48_steps_300", "task": "point_map", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
9
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}], "map_diagnostic": {"criterion": true, "detail": "(a) max_log_posterior 175.706 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (a) max_log_posterior 175.706 vs ref MAP 175.706 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: point/MAP: (a) is the test", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.2966344000014942, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 27.5706946849823, "setup_s": null, "total_s": 58.49343260000023}
diagnostics
{"status": "available", "values": {"ess_kish": 1.0, "ess_per_s": 0.03627039548425662, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.7219400915862, "max_log_posterior": 175.70632998977277, "modes_found": 1, "per_call_basis": "jit_single", "per_call_s": 0.00010775000191642903, "posterior": {"background.level": {"lower_1": 0.013873624600289396, "lower_2": 0.013854884328152104, "mean": 0.013920822322709242, "median": 0.013920822322709242, "sigma": 3.0053174909902038e-05, "upper_1": 0.0139337309501092, "upper_2": 0.013938856434518006}, "g0.centre": 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50.346619820783644, "median": 50.346619820783644, "sigma": 0.00011808000329338597, "upper_1": 50.34672821457454, "upper_2": 50.34677125328563}, "g1.sigma": {"lower_1": 4.02045016221702, "lower_2": 4.02042825773934, "mean": 4.020505329049694, "median": 4.020505329049694, "sigma": 3.3635796216291425e-05, "upper_1": 4.020517433809452, "upper_2": 4.020522240111121}, "g2.centre": {"lower_1": 79.99462103760608, "lower_2": 79.99462084327415, "mean": 79.99462152703467, "median": 79.99462152703467, "sigma": 1.2466691970303145e-05, "upper_1": 79.99464597099002, "upper_2": 79.99465567667818}, "g2.normalization": {"lower_1": 40.11233376852547, "lower_2": 40.11229493462778, "mean": 40.11243157241594, "median": 40.11243157241594, "sigma": 0.00016599252347404558, "upper_1": 40.112665753572415, "upper_2": 40.112758737266894}, "g2.sigma": {"lower_1": 5.0023139109926245, "lower_2": 5.00223766560381, "mean": 5.002505936416304, "median": 5.002505936416304, "sigma": 0.00010970802726584239, "upper_1": 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40.11229493462778, "mean": 40.11243157241594, "median": 40.11243157241594, "sigma": 0.00016599252347404558, "upper_1": 40.112665753572415, "upper_2": 40.112758737266894}, "g2.sigma": {"lower_1": 5.0023139109926245, "lower_2": 5.00223766560381, "mean": 5.002505936416304, "median": 5.002505936416304, "sigma": 0.00010970802726584239, "upper_1": 5.002533327047156, "upper_2": 5.002544202738818}}, "ppc_chi2": 86.54357814953345, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -202.2807139517152, "g0.centre": 159.1873572980407, "g0.normalization": 53.85137118068323, "g0.sigma": 48.5096720749967, "g1.centre": 4397.9553629245875, "g1.normalization": 2935.465880047612, "g1.sigma": 609.6281746338576, "g2.centre": -431.42743705748416, "g2.normalization": 677.329135450626, "g2.sigma": 22.84186926660776}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, 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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed9", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/multi_start_prodigy/starts_48_steps_300/local_jax_cpu_fp64_cache_warm/seed_9/multi_start_prodigy/4181c51e22cf482a66fe4dbe60434bb5"}
measured_at
"2026-10-08T14:37:34Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.06 (g1.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 87.0 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.859 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.330 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.06 (g1.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 87.0 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.859 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 1474.3125316541718, n_eff_target 500.0, n_like 17200, n_like_max None); Kish ESS 1474 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.1087297999984003, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1730.5798144340515, "setup_s": null, "total_s": 1774.5028984000019}
diagnostics
{"status": "available", "values": {"ess_kish": 1474.3125316541705, "ess_per_s": 0.8519182526905368, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 17200, "likelihood_share": 4.069965405020379e-05, "likelihood_share_basis": "estimated", "log_evidence": 122.85876985280528, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.34859650473265, "max_log_posterior": 175.330181651882, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 4.094999985682079e-06, "posterior": {"background.level": {"lower_1": 0.007678359681063939, "lower_2": 0.00201242062374313, "mean": 0.014060827872190065, "median": 0.0140452364866725, "sigma": 0.006422061103891771, "upper_1": 0.02052248188884748, "upper_2": 0.026537354474658215}, "g0.centre": {"lower_1": 19.98982428700835, "lower_2": 19.970269811303307, "mean": 20.008398948941885, "median": 20.008716684950908, "sigma": 0.018539349906209424, "upper_1": 20.02690298682077, "upper_2": 20.046048755675745}, "g0.normalization": {"lower_1": 29.919235161227718, "lower_2": 29.735707312856935, "mean": 30.120842200346797, "median": 30.125735024903957, "sigma": 0.1966972346813023, "upper_1": 30.312629630590322, "upper_2": 30.51109430694019}, "g0.sigma": {"lower_1": 2.986780076948695, "lower_2": 2.967299384119647, "mean": 3.0055596370358315, "median": 3.005550872950055, "sigma": 0.018805910998181075, "upper_1": 3.024391898945057, "upper_2": 3.0435821377368164}, "g1.centre": {"lower_1": 50.002040994449914, "lower_2": 49.9893670261671, "mean": 50.01960941498097, "median": 50.019311667827346, "sigma": 0.017250791920204733, "upper_1": 50.03654257829032, "upper_2": 50.05510932885189}, "g1.normalization": {"lower_1": 50.12093758067031, "lower_2": 49.89935687568676, "mean": 50.35486559394402, "median": 50.35986180876315, "sigma": 0.23023583823085048, "upper_1": 50.58140925713201, "upper_2": 50.82859669046979}, "g1.sigma": {"lower_1": 4.002414428494283, "lower_2": 3.9816852676363204, "mean": 4.02119586929361, "median": 4.021752054997179, "sigma": 0.018443788277910933, "upper_1": 4.0393020050501045, "upper_2": 4.059732649151916}, "g2.centre": {"lower_1": 79.9642253318977, "lower_2": 79.93945437348155, "mean": 79.99572833259006, "median": 79.99561609252102, "sigma": 0.031104092510055636, "upper_1": 80.0264335169178, "upper_2": 80.05552477160658}, "g2.normalization": {"lower_1": 39.84636316944195, "lower_2": 39.59243792018034, "mean": 40.10674030486779, "median": 40.11707092452048, "sigma": 0.25103720308488064, "upper_1": 40.34843757561171, "upper_2": 40.623720891637454}, "g2.sigma": {"lower_1": 4.971372665764665, "lower_2": 4.935662097747289, "mean": 5.003061959539173, "median": 5.003951644019695, "sigma": 0.03161118930775286, "upper_1": 5.034595044380171, "upper_2": 5.062900497068201}}, "posterior_relabelled": {"background.level": {"lower_1": 0.007678359681063939, "lower_2": 0.00201242062374313, "mean": 0.014060827872190065, "median": 0.0140452364866725, "sigma": 0.006422061103891771, "upper_1": 0.02052248188884748, "upper_2": 0.026537354474658215}, "g0.centre": {"lower_1": 19.98982428700835, "lower_2": 19.970269811303307, "mean": 20.008398948941885, "median": 20.008716684950908, "sigma": 0.018539349906209424, "upper_1": 20.02690298682077, "upper_2": 20.046048755675745}, "g0.normalization": {"lower_1": 29.919235161227718, "lower_2": 29.735707312856935, "mean": 30.120842200346797, "median": 30.125735024903957, "sigma": 0.1966972346813023, "upper_1": 30.312629630590322, "upper_2": 30.51109430694019}, "g0.sigma": {"lower_1": 2.986780076948695, "lower_2": 2.967299384119647, "mean": 3.0055596370358315, "median": 3.005550872950055, "sigma": 0.018805910998181075, "upper_1": 3.024391898945057, "upper_2": 3.0435821377368164}, "g1.centre": {"lower_1": 50.002040994449914, "lower_2": 49.9893670261671, "mean": 50.01960941498097, "median": 50.019311667827346, "sigma": 0.017250791920204733, "upper_1": 50.03654257829032, "upper_2": 50.05510932885189}, "g1.normalization": {"lower_1": 50.12093758067031, "lower_2": 49.89935687568676, "mean": 50.35486559394402, "median": 50.35986180876315, "sigma": 0.23023583823085048, "upper_1": 50.58140925713201, "upper_2": 50.82859669046979}, "g1.sigma": {"lower_1": 4.002414428494283, "lower_2": 3.9816852676363204, "mean": 4.02119586929361, "median": 4.021752054997179, "sigma": 0.018443788277910933, "upper_1": 4.0393020050501045, "upper_2": 4.059732649151916}, "g2.centre": {"lower_1": 79.9642253318977, "lower_2": 79.93945437348155, "mean": 79.99572833259006, "median": 79.99561609252102, "sigma": 0.031104092510055636, "upper_1": 80.0264335169178, "upper_2": 80.05552477160658}, "g2.normalization": {"lower_1": 39.84636316944195, "lower_2": 39.59243792018034, "mean": 40.10674030486779, "median": 40.11707092452048, "sigma": 0.25103720308488064, "upper_1": 40.34843757561171, "upper_2": 40.623720891637454}, "g2.sigma": {"lower_1": 4.971372665764665, "lower_2": 4.935662097747289, "mean": 5.003061959539173, "median": 5.003951644019695, "sigma": 0.03161118930775286, "upper_1": 5.034595044380171, "upper_2": 5.062900497068201}}, "ppc_chi2": 87.04413321003193, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1474.3125316541718, "n_eff_target": 500.0, "n_like": 17200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.927235573906158, "g0.centre": 0.4701720931427408, "g0.normalization": 0.6392312790145646, "g0.sigma": 0.2951663947889437, "g1.centre": 1.1194655826047615, "g1.normalization": 1.5630138710304815, "g1.sigma": 1.179370239422547, "g2.centre": -0.14094310829239814, "g2.normalization": 0.4663489039945179, "g2.sigma": 0.12500776168918132}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed_0/nautilus/5e85d7eee4b5d95269e01a5b5fc75e1c"}
measured_at
"2026-10-08T15:13:13Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.07 (g0.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.6 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.951 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.154 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.07 (g0.centre); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.6 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.951 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 1490.3930444211853, n_eff_target 500.0, n_like 17200, n_like_max None); Kish ESS 1490 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.3344111999977031, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 729.0834815502167, "setup_s": null, "total_s": 748.2426526999989}
diagnostics
{"status": "available", "values": {"ess_kish": 1490.3930444211699, "ess_per_s": 2.0442008112050702, "evals_to_target": 17008, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 17200, "likelihood_share": 0.00010376616986819923, "likelihood_share_basis": "estimated", "log_evidence": 122.95149532374406, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.16210502909365, "max_log_posterior": 175.15433809753364, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 4.398500022944063e-06, "posterior": {"background.level": {"lower_1": 0.006987845685408628, "lower_2": 0.00021972929431753562, "mean": 0.013608592040447544, "median": 0.013592183396739843, "sigma": 0.006596955911451019, "upper_1": 0.020181757508310666, "upper_2": 0.026916334571045853}, "g0.centre": {"lower_1": 19.989010181540408, "lower_2": 19.9704774174649, "mean": 20.007318520673813, "median": 20.007031292713066, "sigma": 0.018530200127885976, "upper_1": 20.02607058179618, "upper_2": 20.043163982740506}, "g0.normalization": {"lower_1": 29.932061837722333, "lower_2": 29.736121652447306, "mean": 30.122033870101877, "median": 30.124354728411646, "sigma": 0.19083516902550102, "upper_1": 30.313732175773335, "upper_2": 30.49158610634572}, "g0.sigma": {"lower_1": 2.9845413021008236, "lower_2": 2.964971910056701, "mean": 3.0048739523090453, "median": 3.0048438732115472, "sigma": 0.019928657266115035, "upper_1": 3.0243986166330536, "upper_2": 3.0453115565680196}, "g1.centre": {"lower_1": 50.00252616886082, "lower_2": 49.98560913378975, "mean": 50.01886969775234, "median": 50.01865068607226, "sigma": 0.01613033901275429, "upper_1": 50.03478684688633, "upper_2": 50.05148575131203}, "g1.normalization": {"lower_1": 50.115926519635785, "lower_2": 49.871260765030534, "mean": 50.342232723126834, "median": 50.33944425264963, "sigma": 0.22912824648415864, "upper_1": 50.5741830126041, "upper_2": 50.801289806853354}, "g1.sigma": {"lower_1": 4.003030937966027, "lower_2": 3.982325967038152, "mean": 4.020851373171792, "median": 4.0205997731944985, "sigma": 0.018085306842614113, "upper_1": 4.039201551651256, "upper_2": 4.057907823849311}, "g2.centre": {"lower_1": 79.96435695111929, "lower_2": 79.93547564075101, "mean": 79.99450832411856, "median": 79.99494470232348, "sigma": 0.03048142849431912, "upper_1": 80.02531980810792, "upper_2": 80.05370826388035}, "g2.normalization": {"lower_1": 39.85266058933224, "lower_2": 39.593587206321274, "mean": 40.1160111432562, "median": 40.11936040349388, "sigma": 0.2609791664776395, "upper_1": 40.37461892228752, "upper_2": 40.62496745037136}, "g2.sigma": {"lower_1": 4.970672805505762, "lower_2": 4.940419051360625, "mean": 5.003153083325857, "median": 5.002511153729913, "sigma": 0.032377770830047226, "upper_1": 5.0354283471658565, "upper_2": 5.066255982070865}}, "posterior_relabelled": {"background.level": {"lower_1": 0.006987845685408628, "lower_2": 0.00021972929431753562, "mean": 0.013608592040447544, "median": 0.013592183396739843, "sigma": 0.006596955911451019, "upper_1": 0.020181757508310666, "upper_2": 0.026916334571045853}, "g0.centre": {"lower_1": 19.989010181540408, "lower_2": 19.9704774174649, "mean": 20.007318520673813, "median": 20.007031292713066, "sigma": 0.018530200127885976, "upper_1": 20.02607058179618, "upper_2": 20.043163982740506}, "g0.normalization": {"lower_1": 29.932061837722333, "lower_2": 29.736121652447306, "mean": 30.122033870101877, "median": 30.124354728411646, "sigma": 0.19083516902550102, "upper_1": 30.313732175773335, "upper_2": 30.49158610634572}, "g0.sigma": {"lower_1": 2.9845413021008236, "lower_2": 2.964971910056701, "mean": 3.0048739523090453, "median": 3.0048438732115472, "sigma": 0.019928657266115035, "upper_1": 3.0243986166330536, "upper_2": 3.0453115565680196}, "g1.centre": {"lower_1": 50.00252616886082, "lower_2": 49.98560913378975, "mean": 50.01886969775234, "median": 50.01865068607226, "sigma": 0.01613033901275429, "upper_1": 50.03478684688633, "upper_2": 50.05148575131203}, "g1.normalization": {"lower_1": 50.115926519635785, "lower_2": 49.871260765030534, "mean": 50.342232723126834, "median": 50.33944425264963, "sigma": 0.22912824648415864, "upper_1": 50.5741830126041, "upper_2": 50.801289806853354}, "g1.sigma": {"lower_1": 4.003030937966027, "lower_2": 3.982325967038152, "mean": 4.020851373171792, "median": 4.0205997731944985, "sigma": 0.018085306842614113, "upper_1": 4.039201551651256, "upper_2": 4.057907823849311}, "g2.centre": {"lower_1": 79.96435695111929, "lower_2": 79.93547564075101, "mean": 79.99450832411856, "median": 79.99494470232348, "sigma": 0.03048142849431912, "upper_1": 80.02531980810792, "upper_2": 80.05370826388035}, "g2.normalization": {"lower_1": 39.85266058933224, "lower_2": 39.593587206321274, "mean": 40.1160111432562, "median": 40.11936040349388, "sigma": 0.2609791664776395, "upper_1": 40.37461892228752, "upper_2": 40.62496745037136}, "g2.sigma": {"lower_1": 4.970672805505762, "lower_2": 4.940419051360625, "mean": 5.003153083325857, "median": 5.002511153729913, "sigma": 0.032377770830047226, "upper_1": 5.0354283471658565, "upper_2": 5.066255982070865}}, "ppc_chi2": 86.61476674389105, "target_log_likelihood": 185.54158696589337, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1490.3930444211853, "n_eff_target": 500.0, "n_like": 17200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "time_to_target_s": 720.9448752445398, "truth_delta_sigma": {"background.level": -0.9713293054054594, "g0.centre": 0.3794504465434482, "g0.normalization": 0.6516342299307977, "g0.sigma": 0.24306069128818455, "g1.centre": 1.1562488585959614, "g1.normalization": 1.4814596535268125, "g1.sigma": 1.1390336571984254, "g2.centre": -0.16584845022806327, "g2.normalization": 0.4573560606574524, "g2.sigma": 0.0775579561389382}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_jax_cpu_fp64_cache_warm/seed_1/nautilus/cc24637ab69a13ef7c052ee59b35366f"}
measured_at
"2026-10-08T17:26:17Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.06 (g1.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 87.0 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.859 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.330 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.06 (g1.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 87.0 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.859 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 1474.3125316541586, n_eff_target 500.0, n_like 17200, n_like_max None); Kish ESS 1474 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1615.767944097519, "setup_s": null, "total_s": 1677.0303433000008}
diagnostics
{"status": "available", "values": {"ess_kish": 1474.3125316541673, "ess_per_s": 0.9124531384843378, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 17200, "likelihood_share": 0.010591867519215826, "likelihood_share_basis": "estimated", "log_evidence": 122.85876985280527, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.34859650473265, "max_log_posterior": 175.330181651882, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0009950000003300374, "posterior": {"background.level": {"lower_1": 0.007678359681063938, "lower_2": 0.00201242062374313, "mean": 0.014060827872190068, "median": 0.014045236486672505, "sigma": 0.006422061103891773, "upper_1": 0.020522481888847484, "upper_2": 0.026537354474658218}, "g0.centre": {"lower_1": 19.98982428700835, "lower_2": 19.970269811303307, "mean": 20.008398948941885, "median": 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50.82859669046979}, "g1.sigma": {"lower_1": 4.002414428494283, "lower_2": 3.9816852676363204, "mean": 4.021195869293611, "median": 4.021752054997179, "sigma": 0.018443788277910933, "upper_1": 4.0393020050501045, "upper_2": 4.059732649151916}, "g2.centre": {"lower_1": 79.9642253318977, "lower_2": 79.93945437348155, "mean": 79.99572833259003, "median": 79.99561609252102, "sigma": 0.031104092510055636, "upper_1": 80.0264335169178, "upper_2": 80.05552477160658}, "g2.normalization": {"lower_1": 39.84636316944195, "lower_2": 39.59243792018034, "mean": 40.10674030486778, "median": 40.11707092452048, "sigma": 0.25103720308488064, "upper_1": 40.34843757561171, "upper_2": 40.623720891637454}, "g2.sigma": {"lower_1": 4.971372665764665, "lower_2": 4.935662097747289, "mean": 5.003061959539173, "median": 5.003951644019695, "sigma": 0.03161118930775286, "upper_1": 5.034595044380171, "upper_2": 5.0629004970682}}, "posterior_relabelled": {"background.level": {"lower_1": 0.007678359681063938, "lower_2": 0.00201242062374313, "mean": 0.014060827872190068, "median": 0.014045236486672505, "sigma": 0.006422061103891773, "upper_1": 0.020522481888847484, "upper_2": 0.026537354474658218}, "g0.centre": {"lower_1": 19.98982428700835, "lower_2": 19.970269811303307, "mean": 20.008398948941885, "median": 20.008716684950908, "sigma": 0.018539349906209424, "upper_1": 20.02690298682077, "upper_2": 20.046048755675745}, "g0.normalization": {"lower_1": 29.919235161227718, "lower_2": 29.735707312856935, "mean": 30.120842200346793, "median": 30.125735024903957, "sigma": 0.1966972346813023, "upper_1": 30.312629630590322, "upper_2": 30.51109430694019}, "g0.sigma": {"lower_1": 2.986780076948695, "lower_2": 2.967299384119647, "mean": 3.005559637035831, "median": 3.005550872950055, "sigma": 0.018805910998181075, "upper_1": 3.024391898945057, "upper_2": 3.0435821377368164}, "g1.centre": {"lower_1": 50.002040994449914, "lower_2": 49.9893670261671, "mean": 50.01960941498095, "median": 50.019311667827346, "sigma": 0.01725079192020118, "upper_1": 50.036542578290316, "upper_2": 50.05510932885189}, "g1.normalization": {"lower_1": 50.12093758067031, "lower_2": 49.899356875686756, "mean": 50.35486559394402, "median": 50.35986180876315, "sigma": 0.23023583823085048, "upper_1": 50.58140925713201, "upper_2": 50.82859669046979}, "g1.sigma": {"lower_1": 4.002414428494283, "lower_2": 3.9816852676363204, "mean": 4.021195869293611, "median": 4.021752054997179, "sigma": 0.018443788277910933, "upper_1": 4.0393020050501045, "upper_2": 4.059732649151916}, "g2.centre": {"lower_1": 79.9642253318977, "lower_2": 79.93945437348155, "mean": 79.99572833259003, "median": 79.99561609252102, "sigma": 0.031104092510055636, "upper_1": 80.0264335169178, "upper_2": 80.05552477160658}, "g2.normalization": {"lower_1": 39.84636316944195, "lower_2": 39.59243792018034, "mean": 40.10674030486778, "median": 40.11707092452048, "sigma": 0.25103720308488064, "upper_1": 40.34843757561171, "upper_2": 40.623720891637454}, "g2.sigma": {"lower_1": 4.971372665764665, "lower_2": 4.935662097747289, "mean": 5.003061959539173, "median": 5.003951644019695, "sigma": 0.03161118930775286, "upper_1": 5.034595044380171, "upper_2": 5.0629004970682}}, "ppc_chi2": 87.04413321003193, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1474.3125316541586, "n_eff_target": 500.0, "n_like": 17200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.9272355739061567, "g0.centre": 0.4701720931427408, "g0.normalization": 0.6392312790145646, "g0.sigma": 0.2951663947889437, "g1.centre": 1.119465582604992, "g1.normalization": 1.5630138710304815, "g1.sigma": 1.179370239422547, "g2.centre": -0.14094310829239814, "g2.normalization": 0.4663489039945179, "g2.sigma": 0.12500776168918132}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_numpy_fp64/seed_0/nautilus/5e85d7eee4b5d95269e01a5b5fc75e1c"}
measured_at
"2026-10-08T15:11:07Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 100}, "settings_name": "n_live_100", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.07 (g0.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.6 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.951 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.154 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.07 (g0.centre); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.6 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.951 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 1490.3930444211956, n_eff_target 500.0, n_like 17200, n_like_max None); Kish ESS 1490 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 652.5374209880829, "setup_s": null, "total_s": 669.7351828999963}
diagnostics
{"status": "available", "values": {"ess_kish": 1490.3930444211742, "ess_per_s": 2.283996283560867, "evals_to_target": 15269, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 17200, "likelihood_share": 0.01567680206725106, "likelihood_share_basis": "estimated", "log_evidence": 122.95149532374404, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.1621050290937, "max_log_posterior": 175.1543380975337, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.000594749999436317, "posterior": {"background.level": {"lower_1": 0.006987845685408628, "lower_2": 0.00021972929431754044, "mean": 0.013608592040447533, "median": 0.013592183396739843, "sigma": 0.006596955911451026, "upper_1": 0.02018175750831068, "upper_2": 0.026916334571045926}, "g0.centre": {"lower_1": 19.989010181540408, "lower_2": 19.9704774174649, "mean": 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"median": 50.01865068607226, "sigma": 0.01613033901275429, "upper_1": 50.03478684688633, "upper_2": 50.05148575131203}, "g1.normalization": {"lower_1": 50.11592651963579, "lower_2": 49.871260765030534, "mean": 50.342232723126834, "median": 50.33944425264963, "sigma": 0.22912824648415508, "upper_1": 50.5741830126041, "upper_2": 50.801289806853354}, "g1.sigma": {"lower_1": 4.003030937966027, "lower_2": 3.982325967038152, "mean": 4.020851373171792, "median": 4.0205997731944985, "sigma": 0.018085306842614113, "upper_1": 4.039201551651256, "upper_2": 4.057907823849311}, "g2.centre": {"lower_1": 79.96435695111929, "lower_2": 79.93547564075101, "mean": 79.99450832411856, "median": 79.99494470232348, "sigma": 0.03048142849431912, "upper_1": 80.02531980810792, "upper_2": 80.05370826388035}, "g2.normalization": {"lower_1": 39.85266058933224, "lower_2": 39.593587206321274, "mean": 40.1160111432562, "median": 40.11936040349388, "sigma": 0.2609791664776395, "upper_1": 40.37461892228752, "upper_2": 40.62496745037136}, "g2.sigma": {"lower_1": 4.970672805505762, "lower_2": 4.940419051360625, "mean": 5.003153083325857, "median": 5.002511153729913, "sigma": 0.032377770830047226, "upper_1": 5.0354283471658565, "upper_2": 5.066255982070865}}, "ppc_chi2": 86.61476674389105, "target_log_likelihood": 185.5415869658934, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 1490.3930444211956, "n_eff_target": 500.0, "n_like": 17200, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "time_to_target_s": 473.8652994632721, "truth_delta_sigma": {"background.level": -0.9713293054054584, "g0.centre": 0.3794504465434482, "g0.normalization": 0.6516342299307977, "g0.sigma": 0.24306069128818455, "g1.centre": 1.1562488585959614, "g1.normalization": 1.4814596535268354, "g1.sigma": 1.1390336571984254, "g2.centre": -0.16584845022806327, "g2.normalization": 0.4573560606574524, "g2.sigma": 0.0775579561389382}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_100/local_numpy_fp64/seed_1/nautilus/cc24637ab69a13ef7c052ee59b35366f"}
measured_at
"2026-10-08T17:20:51Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.04 (g2.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 123.024 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.244 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.04 (g2.centre); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.8 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 123.024 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 3068.1003535933387, n_eff_target 500.0, n_like 30900, n_like_max None); Kish ESS 3068 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.1127438000003167, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1759.387672662735, "setup_s": null, "total_s": 1814.4274729999997}
diagnostics
{"status": "available", "values": {"ess_kish": 3068.100353593283, "ess_per_s": 1.743845544256818, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 30900, "likelihood_share": 8.197496931956518e-05, "likelihood_share_basis": "estimated", "log_evidence": 123.02374647869829, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.2581857385181, "max_log_posterior": 175.24418175155904, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 4.6675000157847535e-06, "posterior": {"background.level": {"lower_1": 0.007146646308521655, "lower_2": 0.0009089756806968635, "mean": 0.013861165818061707, "median": 0.013905865719530841, "sigma": 0.006652303693528736, "upper_1": 0.020451253695579128, "upper_2": 0.026727989220606756}, "g0.centre": {"lower_1": 19.990280624843784, "lower_2": 19.972681164263363, "mean": 20.008229184938344, "median": 20.008149648238618, "sigma": 0.017914251781329327, "upper_1": 20.026109128406443, "upper_2": 20.04424953248202}, "g0.normalization": {"lower_1": 29.926198246048266, "lower_2": 29.738651492338867, "mean": 30.116418073309482, "median": 30.115004211160223, "sigma": 0.1909303037913208, "upper_1": 30.308058853630907, "upper_2": 30.49780375591225}, "g0.sigma": {"lower_1": 2.9852253791037096, "lower_2": 2.965820516711526, "mean": 3.0044157123417916, "median": 3.004236995162327, "sigma": 0.018906136659784245, "upper_1": 3.023037652423278, "upper_2": 3.043989659204792}, "g1.centre": {"lower_1": 50.00204225012953, "lower_2": 49.98568887485235, "mean": 50.01944851970925, "median": 50.019385974118144, "sigma": 0.01749368764963677, "upper_1": 50.0370296254288, "upper_2": 50.054077508817116}, "g1.normalization": {"lower_1": 50.120155362710484, "lower_2": 49.89221723536515, "mean": 50.34797459705451, "median": 50.34805323323168, "sigma": 0.22791515569756982, "upper_1": 50.575985674105624, "upper_2": 50.80242164463121}, "g1.sigma": {"lower_1": 4.002391078558364, "lower_2": 3.9840315986896004, "mean": 4.02096411835591, "median": 4.020741757430402, "sigma": 0.018647480999500754, "upper_1": 4.039686040557365, "upper_2": 4.058106315587861}, "g2.centre": {"lower_1": 79.96689234710959, "lower_2": 79.93671786900583, "mean": 79.99569312915962, "median": 79.99571502702032, "sigma": 0.02935600156500584, "upper_1": 80.0256043502396, "upper_2": 80.05476737015597}, "g2.normalization": {"lower_1": 39.838274433513206, "lower_2": 39.58113171598691, "mean": 40.1168285017001, "median": 40.12109810753558, "sigma": 0.27733806133290173, "upper_1": 40.39295055617901, "upper_2": 40.64822726863022}, "g2.sigma": {"lower_1": 4.970781674401053, "lower_2": 4.937166406764625, "mean": 5.0030018901782505, "median": 5.003114574712435, "sigma": 0.03253498192055071, "upper_1": 5.035851638242154, "upper_2": 5.067202470086069}}, "posterior_relabelled": {"background.level": {"lower_1": 0.007146646308521655, "lower_2": 0.0009089756806968635, "mean": 0.013861165818061707, "median": 0.013905865719530841, "sigma": 0.006652303693528736, "upper_1": 0.020451253695579128, "upper_2": 0.026727989220606756}, "g0.centre": {"lower_1": 19.990280624843784, "lower_2": 19.972681164263363, "mean": 20.008229184938344, "median": 20.008149648238618, "sigma": 0.017914251781329327, "upper_1": 20.026109128406443, "upper_2": 20.04424953248202}, "g0.normalization": {"lower_1": 29.926198246048266, "lower_2": 29.738651492338867, "mean": 30.116418073309482, "median": 30.115004211160223, "sigma": 0.1909303037913208, "upper_1": 30.308058853630907, "upper_2": 30.49780375591225}, "g0.sigma": {"lower_1": 2.9852253791037096, "lower_2": 2.965820516711526, "mean": 3.0044157123417916, "median": 3.004236995162327, "sigma": 0.018906136659784245, "upper_1": 3.023037652423278, "upper_2": 3.043989659204792}, "g1.centre": {"lower_1": 50.00204225012953, "lower_2": 49.98568887485235, "mean": 50.01944851970925, "median": 50.019385974118144, "sigma": 0.01749368764963677, "upper_1": 50.0370296254288, "upper_2": 50.054077508817116}, "g1.normalization": {"lower_1": 50.120155362710484, "lower_2": 49.89221723536515, "mean": 50.34797459705451, "median": 50.34805323323168, "sigma": 0.22791515569756982, "upper_1": 50.575985674105624, "upper_2": 50.80242164463121}, "g1.sigma": {"lower_1": 4.002391078558364, "lower_2": 3.9840315986896004, "mean": 4.02096411835591, "median": 4.020741757430402, "sigma": 0.018647480999500754, "upper_1": 4.039686040557365, "upper_2": 4.058106315587861}, "g2.centre": {"lower_1": 79.96689234710959, "lower_2": 79.93671786900583, "mean": 79.99569312915962, "median": 79.99571502702032, "sigma": 0.02935600156500584, "upper_1": 80.0256043502396, "upper_2": 80.05476737015597}, "g2.normalization": {"lower_1": 39.838274433513206, "lower_2": 39.58113171598691, "mean": 40.1168285017001, "median": 40.12109810753558, "sigma": 0.27733806133290173, "upper_1": 40.39295055617901, "upper_2": 40.64822726863022}, "g2.sigma": {"lower_1": 4.970781674401053, "lower_2": 4.937166406764625, "mean": 5.0030018901782505, "median": 5.003114574712435, "sigma": 0.03253498192055071, "upper_1": 5.035851638242154, "upper_2": 5.067202470086069}}, "ppc_chi2": 86.77047376939443, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 3068.1003535933387, "n_eff_target": 500.0, "n_like": 30900, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.9160938167025423, "g0.centre": 0.45492540453805724, "g0.normalization": 0.6023360822068221, "g0.sigma": 0.22410687273511157, "g1.centre": 1.1081696727646018, "g1.normalization": 1.5271175458534565, "g1.sigma": 1.112308811627554, "g2.centre": -0.1459658247458204, "g2.normalization": 0.4366443861097763, "g2.sigma": 0.09573002745293417}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed_0/nautilus/d939e382a82dc40fffc48c529465a597"}
measured_at
"2026-10-08T15:18:49Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.03 (g2.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.7 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 123.013 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.214 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.03 (g2.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.7 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 123.013 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 2951.759126555241, n_eff_target 500.0, n_like 29500, n_like_max None); Kish ESS 2952 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 2.6966293000004953, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 986.7114496231079, "setup_s": null, "total_s": 1091.1838473000025}
diagnostics
{"status": "available", "values": {"ess_kish": 2951.759126555237, "ess_per_s": 2.9915119842611677, "evals_to_target": 29103, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 29500, "likelihood_share": 0.0001259273920587568, "likelihood_share_basis": "estimated", "log_evidence": 123.01322785169697, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.23096559433253, "max_log_posterior": 175.213788026474, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 4.211999985272996e-06, "posterior": {"background.level": {"lower_1": 0.007347968948064119, "lower_2": 0.0007511418467729324, "mean": 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80.02326756382087, "upper_2": 80.05162383030884}, "g2.normalization": {"lower_1": 39.860599155490405, "lower_2": 39.59195369620556, "mean": 40.12209971780052, "median": 40.116684507077366, "sigma": 0.2651638222386943, "upper_1": 40.390926799967794, "upper_2": 40.66148957919869}, "g2.sigma": {"lower_1": 4.969894207374438, "lower_2": 4.939400387556365, "mean": 5.003972435129325, "median": 5.003972680177299, "sigma": 0.033910310326880744, "upper_1": 5.037714828028199, "upper_2": 5.069987259881342}}, "ppc_chi2": 86.72392619282316, "target_log_likelihood": 185.54158696589337, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 2951.759126555241, "n_eff_target": 500.0, "n_like": 29500, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "time_to_target_s": 973.4326548603834, "truth_delta_sigma": {"background.level": -0.9648362373821011, "g0.centre": 0.437947777922698, "g0.normalization": 0.6163280523415802, "g0.sigma": 0.25276166558105195, "g1.centre": 1.160930716514691, "g1.normalization": 1.4608283855845554, "g1.sigma": 1.1013855879749896, "g2.centre": -0.20966111932190334, "g2.normalization": 0.44004685892757056, "g2.sigma": 0.11715257510189822}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_jax_cpu_fp64_cache_warm/seed_1/nautilus/d0631aa22d79d5df20363d9eb14b3839"}
measured_at
"2026-10-08T17:44:56Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.04 (g2.centre)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 123.024 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.244 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.04 (g2.centre); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.8 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 123.024 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 3068.10035359333, n_eff_target 500.0, n_like 30900, n_like_max None); Kish ESS 3068 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1864.9279971122742, "setup_s": null, "total_s": 1934.5378005999992}
diagnostics
{"status": "available", "values": {"ess_kish": 3068.1003535932796, "ess_per_s": 1.6451575387060753, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 30900, "likelihood_share": 0.016984886311619884, "likelihood_share_basis": "estimated", "log_evidence": 123.02374647869827, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.25818573851808, "max_log_posterior": 175.24418175155904, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.001025100000333623, "posterior": {"background.level": {"lower_1": 0.007146646308521655, "lower_2": 0.0009089756806968508, "mean": 0.013861165818061702, "median": 0.013905865719530841, "sigma": 0.0066523036935287275, "upper_1": 0.02045125369557911, "upper_2": 0.026727989220606707}, "g0.centre": {"lower_1": 19.990280624843784, "lower_2": 19.972681164263363, "mean": 20.008229184938337, "median": 20.008149648238618, "sigma": 0.017914251781329327, "upper_1": 20.026109128406443, "upper_2": 20.04424953248202}, "g0.normalization": {"lower_1": 29.926198246048266, "lower_2": 29.738651492338867, "mean": 30.11641807330948, "median": 30.115004211160212, "sigma": 0.1909303037913208, "upper_1": 30.308058853630907, "upper_2": 30.497803755912237}, "g0.sigma": {"lower_1": 2.9852253791037096, "lower_2": 2.965820516711526, "mean": 3.0044157123417907, "median": 3.0042369951623273, "sigma": 0.018906136659784245, "upper_1": 3.023037652423278, "upper_2": 3.0439896592047915}, "g1.centre": {"lower_1": 50.00204225012953, "lower_2": 49.98568887485235, "mean": 50.01944851970923, "median": 50.019385974118144, "sigma": 0.01749368764963677, "upper_1": 50.0370296254288, "upper_2": 50.054077508817116}, "g1.normalization": {"lower_1": 50.120155362710484, "lower_2": 49.89221723536515, "mean": 50.347974597054495, "median": 50.34805323323168, "sigma": 0.22791515569756982, "upper_1": 50.575985674105624, "upper_2": 50.80242164463121}, "g1.sigma": {"lower_1": 4.002391078558364, "lower_2": 3.9840315986896004, "mean": 4.020964118355908, "median": 4.020741757430402, "sigma": 0.018647480999501198, "upper_1": 4.039686040557366, "upper_2": 4.058106315587861}, "g2.centre": {"lower_1": 79.96689234710959, "lower_2": 79.93671786900583, "mean": 79.99569312915959, "median": 79.99571502702032, "sigma": 0.02935600156500584, "upper_1": 80.0256043502396, "upper_2": 80.05476737015597}, "g2.normalization": {"lower_1": 39.838274433513206, "lower_2": 39.58113171598691, "mean": 40.116828501700084, "median": 40.12109810753558, "sigma": 0.27733806133290173, "upper_1": 40.39295055617901, "upper_2": 40.64822726863022}, "g2.sigma": {"lower_1": 4.970781674401053, "lower_2": 4.937166406764625, "mean": 5.00300189017825, "median": 5.003114574712435, "sigma": 0.03253498192055071, "upper_1": 5.035851638242154, "upper_2": 5.067202470086069}}, "posterior_relabelled": {"background.level": {"lower_1": 0.007146646308521655, "lower_2": 0.0009089756806968508, "mean": 0.013861165818061702, "median": 0.013905865719530841, "sigma": 0.0066523036935287275, "upper_1": 0.02045125369557911, "upper_2": 0.026727989220606707}, "g0.centre": {"lower_1": 19.990280624843784, "lower_2": 19.972681164263363, "mean": 20.008229184938337, "median": 20.008149648238618, "sigma": 0.017914251781329327, "upper_1": 20.026109128406443, "upper_2": 20.04424953248202}, "g0.normalization": {"lower_1": 29.926198246048266, "lower_2": 29.738651492338867, "mean": 30.11641807330948, "median": 30.115004211160212, "sigma": 0.1909303037913208, "upper_1": 30.308058853630907, "upper_2": 30.497803755912237}, "g0.sigma": {"lower_1": 2.9852253791037096, "lower_2": 2.965820516711526, "mean": 3.0044157123417907, "median": 3.0042369951623273, "sigma": 0.018906136659784245, "upper_1": 3.023037652423278, "upper_2": 3.0439896592047915}, "g1.centre": {"lower_1": 50.00204225012953, "lower_2": 49.98568887485235, "mean": 50.01944851970923, "median": 50.019385974118144, "sigma": 0.01749368764963677, "upper_1": 50.0370296254288, "upper_2": 50.054077508817116}, "g1.normalization": {"lower_1": 50.120155362710484, "lower_2": 49.89221723536515, "mean": 50.347974597054495, "median": 50.34805323323168, "sigma": 0.22791515569756982, "upper_1": 50.575985674105624, "upper_2": 50.80242164463121}, "g1.sigma": {"lower_1": 4.002391078558364, "lower_2": 3.9840315986896004, "mean": 4.020964118355908, "median": 4.020741757430402, "sigma": 0.018647480999501198, "upper_1": 4.039686040557366, "upper_2": 4.058106315587861}, "g2.centre": {"lower_1": 79.96689234710959, "lower_2": 79.93671786900583, "mean": 79.99569312915959, "median": 79.99571502702032, "sigma": 0.02935600156500584, "upper_1": 80.0256043502396, "upper_2": 80.05476737015597}, "g2.normalization": {"lower_1": 39.838274433513206, "lower_2": 39.58113171598691, "mean": 40.116828501700084, "median": 40.12109810753558, "sigma": 0.27733806133290173, "upper_1": 40.39295055617901, "upper_2": 40.64822726863022}, "g2.sigma": {"lower_1": 4.970781674401053, "lower_2": 4.937166406764625, "mean": 5.00300189017825, "median": 5.003114574712435, "sigma": 0.03253498192055071, "upper_1": 5.035851638242154, "upper_2": 5.067202470086069}}, "ppc_chi2": 86.77047376939443, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 3068.10035359333, "n_eff_target": 500.0, "n_like": 30900, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.9160938167025435, "g0.centre": 0.45492540453805724, "g0.normalization": 0.6023360822067663, "g0.sigma": 0.22410687273513508, "g1.centre": 1.1081696727646018, "g1.normalization": 1.5271175458534565, "g1.sigma": 1.1123088116275275, "g2.centre": -0.1459658247458204, "g2.normalization": 0.4366443861097763, "g2.sigma": 0.09573002745293417}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_numpy_fp64/seed_0/nautilus/d939e382a82dc40fffc48c529465a597"}
measured_at
"2026-10-08T15:15:53Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 200}, "settings_name": "n_live_200", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.03 (g2.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.7 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 123.013 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.214 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.03 (g2.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.7 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 123.013 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 2951.7591265552423, n_eff_target 500.0, n_like 29500, n_like_max None); Kish ESS 2952 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 785.3532800674438, "setup_s": null, "total_s": 952.1634601999976}
diagnostics
{"status": "available", "values": {"ess_kish": 2951.7591265552396, "ess_per_s": 3.7585112349715417, "evals_to_target": 26555, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 29500, "likelihood_share": 0.03372380390817191, "likelihood_share_basis": "estimated", "log_evidence": 123.01322785169697, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.2309655943325, "max_log_posterior": 175.21378802647396, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0008978000005299691, "posterior": {"background.level": {"lower_1": 0.00734796894806412, "lower_2": 0.000751141846772945, "mean": 0.013787013575081464, "median": 0.01385951172153877, "sigma": 0.00636428032089908, "upper_1": 0.02007652958986228, "upper_2": 0.02683626895657331}, "g0.centre": {"lower_1": 19.989797521289166, "lower_2": 19.97183016229808, "mean": 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50.57930238537342, "upper_2": 50.82472931481802}, "g1.sigma": {"lower_1": 4.002000180173125, "lower_2": 3.982823837546443, "mean": 4.020335999494785, "median": 4.020241913097988, "sigma": 0.018378589041831095, "upper_1": 4.038757358256787, "upper_2": 4.0564544643135205}, "g2.centre": {"lower_1": 79.9657246062222, "lower_2": 79.93650624023094, "mean": 79.99432826993181, "median": 79.99396773955038, "sigma": 0.02877147879933517, "upper_1": 80.02326756382087, "upper_2": 80.05162383030884}, "g2.normalization": {"lower_1": 39.860599155490405, "lower_2": 39.59195369620556, "mean": 40.12209971780053, "median": 40.116684507077366, "sigma": 0.2651638222386943, "upper_1": 40.390926799967794, "upper_2": 40.66148957919869}, "g2.sigma": {"lower_1": 4.969894207374438, "lower_2": 4.939400387556365, "mean": 5.003972435129326, "median": 5.003972680177299, "sigma": 0.033910310326880744, "upper_1": 5.037714828028199, "upper_2": 5.069987259881342}}, "posterior_relabelled": {"background.level": {"lower_1": 0.00734796894806412, "lower_2": 0.000751141846772945, "mean": 0.013787013575081464, "median": 0.01385951172153877, "sigma": 0.00636428032089908, "upper_1": 0.02007652958986228, "upper_2": 0.02683626895657331}, "g0.centre": {"lower_1": 19.989797521289166, "lower_2": 19.97183016229808, "mean": 20.008500839633346, "median": 20.008140909144213, "sigma": 0.018588766868113282, "upper_1": 20.026975055025392, "upper_2": 20.0446202917444}, "g0.normalization": {"lower_1": 29.928185484962352, "lower_2": 29.748606132696562, "mean": 30.117223821669352, "median": 30.117897134968867, "sigma": 0.19128958112639616, "upper_1": 30.310764647215144, "upper_2": 30.48337153329494}, "g0.sigma": {"lower_1": 2.98574578733798, "lower_2": 2.966908467270332, "mean": 3.0050793654653165, "median": 3.0048858798178557, "sigma": 0.019329987427579187, "upper_1": 3.024405762193138, "upper_2": 3.042276480489007}, "g1.centre": {"lower_1": 50.003163367076844, "lower_2": 49.98659327381226, "mean": 50.019524842393395, "median": 50.01932937306443, "sigma": 0.016649893735657173, "upper_1": 50.03646315454816, "upper_2": 50.05134448530545}, "g1.normalization": {"lower_1": 50.11018514783277, "lower_2": 49.910447796853134, "mean": 50.34586589691702, "median": 50.34264988838319, "sigma": 0.2345586187703219, "upper_1": 50.57930238537342, "upper_2": 50.82472931481802}, "g1.sigma": {"lower_1": 4.002000180173125, "lower_2": 3.982823837546443, "mean": 4.020335999494785, "median": 4.020241913097988, "sigma": 0.018378589041831095, "upper_1": 4.038757358256787, "upper_2": 4.0564544643135205}, "g2.centre": {"lower_1": 79.9657246062222, "lower_2": 79.93650624023094, "mean": 79.99432826993181, "median": 79.99396773955038, "sigma": 0.02877147879933517, "upper_1": 80.02326756382087, "upper_2": 80.05162383030884}, "g2.normalization": {"lower_1": 39.860599155490405, "lower_2": 39.59195369620556, "mean": 40.12209971780053, "median": 40.116684507077366, "sigma": 0.2651638222386943, "upper_1": 40.390926799967794, "upper_2": 40.66148957919869}, "g2.sigma": {"lower_1": 4.969894207374438, "lower_2": 4.939400387556365, "mean": 5.003972435129326, "median": 5.003972680177299, "sigma": 0.033910310326880744, "upper_1": 5.037714828028199, "upper_2": 5.069987259881342}}, "ppc_chi2": 86.72392619282316, "target_log_likelihood": 185.5415869658934, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 2951.7591265552423, "n_eff_target": 500.0, "n_like": 29500, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "time_to_target_s": 701.8340127468109, "truth_delta_sigma": {"background.level": -0.964836237382103, "g0.centre": 0.437947777922698, "g0.normalization": 0.6163280523415744, "g0.sigma": 0.25276166558105195, "g1.centre": 1.160930716514691, "g1.normalization": 1.4608283855845554, "g1.sigma": 1.1013855879749896, "g2.centre": -0.20966111932190334, "g2.normalization": 0.44004685892757056, "g2.sigma": 0.11715257510189822}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_200/local_numpy_fp64/seed_1/nautilus/d0631aa22d79d5df20363d9eb14b3839"}
measured_at
"2026-10-08T17:36:50Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.04 (background.level)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.924 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.418 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.04 (background.level); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.8 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.924 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 4711.4013523033345, n_eff_target 500.0, n_like 48000, n_like_max None); Kish ESS 4711 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 0.9850613000016892, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 2195.45845246315, "setup_s": null, "total_s": 2254.955941400003}
diagnostics
{"status": "available", "values": {"ess_kish": 4711.401352303367, "ess_per_s": 2.1459760930649843, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 48000, "likelihood_share": 7.846743815722152e-05, "likelihood_share_basis": "estimated", "log_evidence": 122.92405435687866, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.43174900277185, "max_log_posterior": 175.41824048891817, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 3.589000007195864e-06, "posterior": {"background.level": {"lower_1": 0.007242378004152468, "lower_2": 0.0010671321165185244, "mean": 0.013779080097669096, "median": 0.013666154050957929, "sigma": 0.006556432236385043, "upper_1": 0.020355242476922553, "upper_2": 0.02658557448083779}, "g0.centre": {"lower_1": 19.99061732323893, "lower_2": 19.971679059340453, "mean": 20.00835067011619, "median": 20.00835223126172, "sigma": 0.01809117552688022, "upper_1": 20.02679967429269, "upper_2": 20.044942196765945}, "g0.normalization": {"lower_1": 29.9313330731646, "lower_2": 29.73704319072898, "mean": 30.11997417848525, "median": 30.117942458614266, "sigma": 0.18995492889542653, "upper_1": 30.31124293095545, "upper_2": 30.496684514602194}, "g0.sigma": {"lower_1": 2.9856256753396204, "lower_2": 2.966670408893213, "mean": 3.0051212772524063, "median": 3.004997826378223, "sigma": 0.019550151088544743, "upper_1": 3.02472597751671, "upper_2": 3.0434563028831785}, "g1.centre": {"lower_1": 50.002108662341215, "lower_2": 49.98515525374829, "mean": 50.019165020735095, "median": 50.018868668090576, "sigma": 0.017123391947926336, "upper_1": 50.03635544623707, "upper_2": 50.05329836303149}, "g1.normalization": {"lower_1": 50.12212410028211, "lower_2": 49.91676785119775, "mean": 50.35248389514175, "median": 50.35108467836886, "sigma": 0.22890033518120134, "upper_1": 50.57992477064451, "upper_2": 50.8097288429636}, "g1.sigma": {"lower_1": 4.002826528656817, "lower_2": 3.984158465096794, "mean": 4.020757525373705, "median": 4.020782466697329, "sigma": 0.018116936033619524, "upper_1": 4.039060400724056, "upper_2": 4.057236734986395}, "g2.centre": {"lower_1": 79.96523818058787, "lower_2": 79.93732757376439, "mean": 79.99472098246112, "median": 79.99484962313304, "sigma": 0.0291961216729959, "upper_1": 80.02363042393387, "upper_2": 80.05311498898234}, "g2.normalization": {"lower_1": 39.84723822196765, "lower_2": 39.5846197110565, "mean": 40.11866414563967, "median": 40.121764906854125, "sigma": 0.2680138636056739, "upper_1": 40.383265949179, "upper_2": 40.64537218333375}, "g2.sigma": {"lower_1": 4.970182655309883, "lower_2": 4.938331737619892, "mean": 5.003139280652775, "median": 5.0028886916722115, "sigma": 0.03302996019471616, "upper_1": 5.036242575699315, "upper_2": 5.067829033127853}}, "posterior_relabelled": {"background.level": {"lower_1": 0.007242378004152468, "lower_2": 0.0010671321165185244, "mean": 0.013779080097669096, "median": 0.013666154050957929, "sigma": 0.006556432236385043, "upper_1": 0.020355242476922553, "upper_2": 0.02658557448083779}, "g0.centre": {"lower_1": 19.99061732323893, "lower_2": 19.971679059340453, "mean": 20.00835067011619, "median": 20.00835223126172, "sigma": 0.01809117552688022, "upper_1": 20.02679967429269, "upper_2": 20.044942196765945}, "g0.normalization": {"lower_1": 29.9313330731646, "lower_2": 29.73704319072898, "mean": 30.11997417848525, "median": 30.117942458614266, "sigma": 0.18995492889542653, "upper_1": 30.31124293095545, "upper_2": 30.496684514602194}, "g0.sigma": {"lower_1": 2.9856256753396204, "lower_2": 2.966670408893213, "mean": 3.0051212772524063, "median": 3.004997826378223, "sigma": 0.019550151088544743, "upper_1": 3.02472597751671, "upper_2": 3.0434563028831785}, "g1.centre": {"lower_1": 50.002108662341215, "lower_2": 49.98515525374829, "mean": 50.019165020735095, "median": 50.018868668090576, "sigma": 0.017123391947926336, "upper_1": 50.03635544623707, "upper_2": 50.05329836303149}, "g1.normalization": {"lower_1": 50.12212410028211, "lower_2": 49.91676785119775, "mean": 50.35248389514175, "median": 50.35108467836886, "sigma": 0.22890033518120134, "upper_1": 50.57992477064451, "upper_2": 50.8097288429636}, "g1.sigma": {"lower_1": 4.002826528656817, "lower_2": 3.984158465096794, "mean": 4.020757525373705, "median": 4.020782466697329, "sigma": 0.018116936033619524, "upper_1": 4.039060400724056, "upper_2": 4.057236734986395}, "g2.centre": {"lower_1": 79.96523818058787, "lower_2": 79.93732757376439, "mean": 79.99472098246112, "median": 79.99484962313304, "sigma": 0.0291961216729959, "upper_1": 80.02363042393387, "upper_2": 80.05311498898234}, "g2.normalization": {"lower_1": 39.84723822196765, "lower_2": 39.5846197110565, "mean": 40.11866414563967, "median": 40.121764906854125, "sigma": 0.2680138636056739, "upper_1": 40.383265949179, "upper_2": 40.64537218333375}, "g2.sigma": {"lower_1": 4.970182655309883, "lower_2": 4.938331737619892, "mean": 5.003139280652775, "median": 5.0028886916722115, "sigma": 0.03302996019471616, "upper_1": 5.036242575699315, "upper_2": 5.067829033127853}}, "ppc_chi2": 86.78805415433199, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 4711.4013523033345, "n_eff_target": 500.0, "n_like": 48000, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "truth_delta_sigma": {"background.level": -0.9660506996308565, "g0.centre": 0.46167432565735356, "g0.normalization": 0.6208970691105112, "g0.sigma": 0.25564131732728856, "g1.centre": 1.1019235060411672, "g1.normalization": 1.533788397867303, "g1.sigma": 1.1471292197954095, "g2.centre": -0.17640619958535195, "g2.normalization": 0.45432316528698813, "g2.sigma": 0.08745671067062366}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed_0/nautilus/8580c21702b3264783e6e1c2ebcd26c1"}
measured_at
"2026-10-08T15:51:00Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.03 (g2.normalization)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.900 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.316 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.03 (g2.normalization); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.8 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.900 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 4651.920229218127, n_eff_target 500.0, n_like 48000, n_like_max None); Kish ESS 4652 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 2.7090903999996954, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1428.2137711048126, "setup_s": null, "total_s": 1459.2848690000028}
diagnostics
{"status": "available", "values": {"ess_kish": 4651.920229218125, "ess_per_s": 3.257159623674245, "evals_to_target": 47003, "evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "label_permutations_found": 1, "likelihood_evals": 48000, "likelihood_share": 0.0001089248708947401, "likelihood_share_basis": "estimated", "log_evidence": 122.90005179263298, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.33042631344395, "max_log_posterior": 175.31572160256633, "modes_found": 1, "per_call_basis": "batched_vmap", "per_call_s": 3.2410000130767004e-06, "posterior": {"background.level": {"lower_1": 0.0070953333694586205, "lower_2": 0.000676963214419776, "mean": 0.01365533353328222, "median": 0.013699992950354494, "sigma": 0.006562687717935331, "upper_1": 0.020220708805329283, "upper_2": 0.026638475656404287}, "g0.centre": {"lower_1": 19.99054236703923, "lower_2": 19.972955404217068, "mean": 20.00881757659065, "median": 20.008802627543382, "sigma": 0.01825763581859441, "upper_1": 20.027057638676418, "upper_2": 20.044235308406698}, "g0.normalization": {"lower_1": 29.934388025965664, "lower_2": 29.753748329891476, "mean": 30.12018206604342, "median": 30.118793583571264, "sigma": 0.18742568248595326, "upper_1": 30.30923939093757, "upper_2": 30.490970868205757}, "g0.sigma": {"lower_1": 2.9856789964145003, "lower_2": 2.9675813152024357, "mean": 3.0053467841884474, "median": 3.005349990071222, "sigma": 0.01989252846633538, "upper_1": 3.025464053347171, "upper_2": 3.0437319792667736}, "g1.centre": {"lower_1": 50.00250798729628, "lower_2": 49.98512063965862, "mean": 50.01939310750559, "median": 50.019252810752704, "sigma": 0.01705179760509168, "upper_1": 50.03661158250647, "upper_2": 50.053231945460745}, "g1.normalization": {"lower_1": 50.11739705790679, "lower_2": 49.90486488894025, "mean": 50.35315863213661, "median": 50.35149923028088, "sigma": 0.23371349432757071, "upper_1": 50.584824046561934, "upper_2": 50.81042226004926}, "g1.sigma": {"lower_1": 4.003163531373148, "lower_2": 3.985168512106467, "mean": 4.021054087086737, "median": 4.021025098866866, "sigma": 0.01791979710895264, "upper_1": 4.039003125591053, "upper_2": 4.0577177135668325}, "g2.centre": {"lower_1": 79.96490767077327, "lower_2": 79.93500853954373, "mean": 79.99440961430828, "median": 79.99403216943337, "sigma": 0.02957199666644783, "upper_1": 80.02405166410617, "upper_2": 80.051773298041}, "g2.normalization": {"lower_1": 39.86134424889593, "lower_2": 39.59370460883356, "mean": 40.126447320598515, "median": 40.12334325155478, "sigma": 0.2682138443812505, "upper_1": 40.39777193765843, "upper_2": 40.648873541792454}, "g2.sigma": {"lower_1": 4.969993519300774, "lower_2": 4.938297533424203, "mean": 5.00349644956459, "median": 5.003209984888775, "sigma": 0.03366646203442469, "upper_1": 5.037326443369623, "upper_2": 5.069647629258871}}, "posterior_relabelled": {"background.level": {"lower_1": 0.0070953333694586205, "lower_2": 0.000676963214419776, "mean": 0.01365533353328222, "median": 0.013699992950354494, "sigma": 0.006562687717935331, "upper_1": 0.020220708805329283, "upper_2": 0.026638475656404287}, "g0.centre": {"lower_1": 19.99054236703923, "lower_2": 19.972955404217068, "mean": 20.00881757659065, "median": 20.008802627543382, "sigma": 0.01825763581859441, "upper_1": 20.027057638676418, "upper_2": 20.044235308406698}, "g0.normalization": {"lower_1": 29.934388025965664, "lower_2": 29.753748329891476, "mean": 30.12018206604342, "median": 30.118793583571264, "sigma": 0.18742568248595326, "upper_1": 30.30923939093757, "upper_2": 30.490970868205757}, "g0.sigma": {"lower_1": 2.9856789964145003, "lower_2": 2.9675813152024357, "mean": 3.0053467841884474, "median": 3.005349990071222, "sigma": 0.01989252846633538, "upper_1": 3.025464053347171, "upper_2": 3.0437319792667736}, "g1.centre": {"lower_1": 50.00250798729628, "lower_2": 49.98512063965862, "mean": 50.01939310750559, "median": 50.019252810752704, "sigma": 0.01705179760509168, "upper_1": 50.03661158250647, "upper_2": 50.053231945460745}, "g1.normalization": {"lower_1": 50.11739705790679, "lower_2": 49.90486488894025, "mean": 50.35315863213661, "median": 50.35149923028088, "sigma": 0.23371349432757071, "upper_1": 50.584824046561934, "upper_2": 50.81042226004926}, "g1.sigma": {"lower_1": 4.003163531373148, "lower_2": 3.985168512106467, "mean": 4.021054087086737, "median": 4.021025098866866, "sigma": 0.01791979710895264, "upper_1": 4.039003125591053, "upper_2": 4.0577177135668325}, "g2.centre": {"lower_1": 79.96490767077327, "lower_2": 79.93500853954373, "mean": 79.99440961430828, "median": 79.99403216943337, "sigma": 0.02957199666644783, "upper_1": 80.02405166410617, "upper_2": 80.051773298041}, "g2.normalization": {"lower_1": 39.86134424889593, "lower_2": 39.59370460883356, "mean": 40.126447320598515, "median": 40.12334325155478, "sigma": 0.2682138443812505, "upper_1": 40.39777193765843, "upper_2": 40.648873541792454}, "g2.sigma": {"lower_1": 4.969993519300774, "lower_2": 4.938297533424203, "mean": 5.00349644956459, "median": 5.003209984888775, "sigma": 0.03366646203442469, "upper_1": 5.037326443369623, "upper_2": 5.069647629258871}}, "ppc_chi2": 86.81752459469699, "target_log_likelihood": 185.54158696589337, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 4651.920229218127, "n_eff_target": 500.0, "n_like": 48000, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "estimated", "time_to_target_s": 1398.548580900823, "truth_delta_sigma": {"background.level": -0.9599736145341887, "g0.centre": 0.4821340304321825, "g0.normalization": 0.6338169987998705, "g0.sigma": 0.2689446985221656, "g1.centre": 1.1290780713321982, "g1.normalization": 1.5039749043682566, "g1.sigma": 1.1732888904395922, "g2.centre": -0.2018068185907606, "g2.normalization": 0.4598690714095044, "g2.sigma": 0.09534666533990763}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_jax_cpu_fp64_cache_warm/seed_1/nautilus/eeaa43654fad7ca56a2e27271cf478f6"}
measured_at
"2026-10-08T18:09:48Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.04 (background.level)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.924 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.418 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.04 (background.level); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.8 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.924 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 4711.401352303352, n_eff_target 500.0, n_like 48000, n_like_max None); Kish ESS 4711 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 2294.555377483368, "setup_s": null, "total_s": 2358.5320723999976}
diagnostics
{"status": "available", "values": {"ess_kish": 4711.401352303367, "ess_per_s": 2.0532959886419295, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 48000, "likelihood_share": 0.026755510247599455, "likelihood_share_basis": "estimated", "log_evidence": 122.92405435687866, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.43174900277185, "max_log_posterior": 175.41824048891817, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.0012789999982487643, "posterior": {"background.level": {"lower_1": 0.00724237800415247, "lower_2": 0.0010671321165185248, "mean": 0.0137790800976691, "median": 0.013666154050957896, "sigma": 0.006556432236385034, "upper_1": 0.02035524247692254, "upper_2": 0.02658557448083777}, "g0.centre": {"lower_1": 19.99061732323893, "lower_2": 19.971679059340453, "mean": 20.00835067011619, "median": 20.00835223126172, "sigma": 0.01809117552688022, "upper_1": 20.02679967429269, "upper_2": 20.044942196765945}, "g0.normalization": {"lower_1": 29.9313330731646, "lower_2": 29.73704319072898, "mean": 30.119974178485247, "median": 30.117942458614266, "sigma": 0.18995492889542653, "upper_1": 30.31124293095545, "upper_2": 30.496684514602194}, "g0.sigma": {"lower_1": 2.9856256753396204, "lower_2": 2.966670408893213, "mean": 3.005121277252406, "median": 3.004997826378223, "sigma": 0.019550151088544743, "upper_1": 3.02472597751671, "upper_2": 3.0434563028831785}, "g1.centre": {"lower_1": 50.002108662341215, "lower_2": 49.98515525374829, "mean": 50.01916502073509, "median": 50.018868668090576, "sigma": 0.017123391947926336, "upper_1": 50.03635544623707, "upper_2": 50.05329836303149}, "g1.normalization": {"lower_1": 50.12212410028211, "lower_2": 49.91676785119775, "mean": 50.352483895141745, "median": 50.35108467836886, "sigma": 0.22890033518120134, "upper_1": 50.57992477064451, "upper_2": 50.8097288429636}, "g1.sigma": {"lower_1": 4.002826528656817, "lower_2": 3.984158465096794, "mean": 4.020757525373705, "median": 4.020782466697329, "sigma": 0.018116936033619524, "upper_1": 4.039060400724056, "upper_2": 4.057236734986395}, "g2.centre": {"lower_1": 79.96523818058787, "lower_2": 79.93732757376439, "mean": 79.9947209824611, "median": 79.99484962313304, "sigma": 0.0291961216729959, "upper_1": 80.02363042393387, "upper_2": 80.05311498898234}, "g2.normalization": {"lower_1": 39.84723822196765, "lower_2": 39.5846197110565, "mean": 40.11866414563967, "median": 40.121764906854125, "sigma": 0.2680138636056739, "upper_1": 40.383265949179, "upper_2": 40.64537218333375}, "g2.sigma": {"lower_1": 4.970182655309883, "lower_2": 4.938331737619892, "mean": 5.003139280652774, "median": 5.0028886916722115, "sigma": 0.03302996019471616, "upper_1": 5.036242575699315, "upper_2": 5.067829033127853}}, "posterior_relabelled": {"background.level": {"lower_1": 0.00724237800415247, "lower_2": 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0.017123391947926336, "upper_1": 50.03635544623707, "upper_2": 50.05329836303149}, "g1.normalization": {"lower_1": 50.12212410028211, "lower_2": 49.91676785119775, "mean": 50.352483895141745, "median": 50.35108467836886, "sigma": 0.22890033518120134, "upper_1": 50.57992477064451, "upper_2": 50.8097288429636}, "g1.sigma": {"lower_1": 4.002826528656817, "lower_2": 3.984158465096794, "mean": 4.020757525373705, "median": 4.020782466697329, "sigma": 0.018116936033619524, "upper_1": 4.039060400724056, "upper_2": 4.057236734986395}, "g2.centre": {"lower_1": 79.96523818058787, "lower_2": 79.93732757376439, "mean": 79.9947209824611, "median": 79.99484962313304, "sigma": 0.0291961216729959, "upper_1": 80.02363042393387, "upper_2": 80.05311498898234}, "g2.normalization": {"lower_1": 39.84723822196765, "lower_2": 39.5846197110565, "mean": 40.11866414563967, "median": 40.121764906854125, "sigma": 0.2680138636056739, "upper_1": 40.383265949179, "upper_2": 40.64537218333375}, "g2.sigma": {"lower_1": 4.970182655309883, "lower_2": 4.938331737619892, "mean": 5.003139280652774, "median": 5.0028886916722115, "sigma": 0.03302996019471616, "upper_1": 5.036242575699315, "upper_2": 5.067829033127853}}, "ppc_chi2": 86.78805415433199, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 4711.401352303352, "n_eff_target": 500.0, "n_like": 48000, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.9660506996308629, "g0.centre": 0.46167432565735356, "g0.normalization": 0.6208970691105112, "g0.sigma": 0.25564131732728856, "g1.centre": 1.1019235060411672, "g1.normalization": 1.533788397867303, "g1.sigma": 1.1471292197954095, "g2.centre": -0.17640619958535195, "g2.normalization": 0.45432316528698813, "g2.sigma": 0.08745671067062366}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_numpy_fp64/seed_0/nautilus/8580c21702b3264783e6e1c2ebcd26c1"}
measured_at
"2026-10-08T15:50:49Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"nautilus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "nested", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {"n_live": 400}, "settings_name": "n_live_400", "task": "evidence", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.03 (g2.normalization)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}, {"detail": "(c) ln Z_norm 122.900 vs ref 122.931", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.316 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.03 (g2.normalization); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.8 vs ref 86.6; (b)4 reference modes covered 1/1; (c) ln Z_norm 122.900 vs ref 122.931 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: terminated (explored True, shells_full True, n_eff 4651.920229218132, n_eff_target 500.0, n_like 48000, n_like_max None); Kish ESS 4652 vs 500", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1480.3648838996887, "setup_s": null, "total_s": 1566.2881358000013}
diagnostics
{"status": "available", "values": {"ess_kish": 4651.920229218124, "ess_per_s": 3.142414603191401, "evals_to_target": 44937, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_evals": 48000, "likelihood_share": 0.02329371662945454, "likelihood_share_basis": "estimated", "log_evidence": 122.90005179263298, "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.33042631344398, "max_log_posterior": 175.31572160256636, "modes_found": 1, "per_call_basis": "numpy_single", "per_call_s": 0.00071840000236989, "posterior": {"background.level": {"lower_1": 0.007095333369458623, "lower_2": 0.0006769632144197784, "mean": 0.013655333533282217, "median": 0.013699992950354489, "sigma": 0.006562687717935329, "upper_1": 0.02022070880532928, "upper_2": 0.02663847565640425}, "g0.centre": {"lower_1": 19.99054236703923, "lower_2": 19.972955404217068, "mean": 20.008817576590655, "median": 20.008802627543382, "sigma": 0.01825763581859441, "upper_1": 20.027057638676418, "upper_2": 20.044235308406698}, "g0.normalization": {"lower_1": 29.934388025965664, "lower_2": 29.753748329891476, "mean": 30.120182066043423, "median": 30.118793583571264, "sigma": 0.18742568248595326, "upper_1": 30.30923939093757, "upper_2": 30.490970868205757}, "g0.sigma": {"lower_1": 2.9856789964145003, "lower_2": 2.9675813152024357, "mean": 3.0053467841884483, "median": 3.005349990071222, "sigma": 0.01989252846633538, "upper_1": 3.025464053347171, "upper_2": 3.043731979266774}, "g1.centre": {"lower_1": 50.00250798729628, "lower_2": 49.98512063965862, "mean": 50.01939310750559, "median": 50.019252810752704, "sigma": 0.01705179760509168, "upper_1": 50.03661158250647, "upper_2": 50.053231945460745}, "g1.normalization": {"lower_1": 50.11739705790679, "lower_2": 49.90486488894025, "mean": 50.353158632136626, "median": 50.35149923028088, "sigma": 0.23371349432757071, "upper_1": 50.584824046561934, "upper_2": 50.81042226004926}, "g1.sigma": {"lower_1": 4.003163531373148, "lower_2": 3.985168512106467, "mean": 4.021054087086738, "median": 4.021025098866866, "sigma": 0.01791979710895264, "upper_1": 4.039003125591053, "upper_2": 4.0577177135668325}, "g2.centre": {"lower_1": 79.96490767077327, "lower_2": 79.93500853954373, "mean": 79.99440961430831, "median": 79.99403216943337, "sigma": 0.02957199666644783, "upper_1": 80.02405166410617, "upper_2": 80.051773298041}, "g2.normalization": {"lower_1": 39.86134424889593, "lower_2": 39.59370460883356, "mean": 40.126447320598515, "median": 40.12334325155478, "sigma": 0.2682138443812505, "upper_1": 40.39777193765843, "upper_2": 40.648873541792454}, "g2.sigma": {"lower_1": 4.969993519300774, "lower_2": 4.938297533424203, "mean": 5.003496449564592, "median": 5.003209984888775, "sigma": 0.03366646203442469, "upper_1": 5.037326443369623, "upper_2": 5.069647629258868}}, "posterior_relabelled": {"background.level": {"lower_1": 0.007095333369458623, "lower_2": 0.0006769632144197784, "mean": 0.013655333533282217, "median": 0.013699992950354489, "sigma": 0.006562687717935329, "upper_1": 0.02022070880532928, "upper_2": 0.02663847565640425}, "g0.centre": {"lower_1": 19.99054236703923, "lower_2": 19.972955404217068, "mean": 20.008817576590655, "median": 20.008802627543382, "sigma": 0.01825763581859441, "upper_1": 20.027057638676418, "upper_2": 20.044235308406698}, "g0.normalization": {"lower_1": 29.934388025965664, "lower_2": 29.753748329891476, "mean": 30.120182066043423, "median": 30.118793583571264, "sigma": 0.18742568248595326, "upper_1": 30.30923939093757, "upper_2": 30.490970868205757}, "g0.sigma": {"lower_1": 2.9856789964145003, "lower_2": 2.9675813152024357, "mean": 3.0053467841884483, "median": 3.005349990071222, "sigma": 0.01989252846633538, "upper_1": 3.025464053347171, "upper_2": 3.043731979266774}, "g1.centre": {"lower_1": 50.00250798729628, "lower_2": 49.98512063965862, "mean": 50.01939310750559, "median": 50.019252810752704, "sigma": 0.01705179760509168, "upper_1": 50.03661158250647, "upper_2": 50.053231945460745}, "g1.normalization": {"lower_1": 50.11739705790679, "lower_2": 49.90486488894025, "mean": 50.353158632136626, "median": 50.35149923028088, "sigma": 0.23371349432757071, "upper_1": 50.584824046561934, "upper_2": 50.81042226004926}, "g1.sigma": {"lower_1": 4.003163531373148, "lower_2": 3.985168512106467, "mean": 4.021054087086738, "median": 4.021025098866866, "sigma": 0.01791979710895264, "upper_1": 4.039003125591053, "upper_2": 4.0577177135668325}, "g2.centre": {"lower_1": 79.96490767077327, "lower_2": 79.93500853954373, "mean": 79.99440961430831, "median": 79.99403216943337, "sigma": 0.02957199666644783, "upper_1": 80.02405166410617, "upper_2": 80.051773298041}, "g2.normalization": {"lower_1": 39.86134424889593, "lower_2": 39.59370460883356, "mean": 40.126447320598515, "median": 40.12334325155478, "sigma": 0.2682138443812505, "upper_1": 40.39777193765843, "upper_2": 40.648873541792454}, "g2.sigma": {"lower_1": 4.969993519300774, "lower_2": 4.938297533424203, "mean": 5.003496449564592, "median": 5.003209984888775, "sigma": 0.03366646203442469, "upper_1": 5.037326443369623, "upper_2": 5.069647629258868}}, "ppc_chi2": 86.81752459469699, "target_log_likelihood": 185.5415869658934, "termination": {"criterion": "nautilus: explored (f_live <= target), every shell >= n_shell points, n_eff >= target", "explored": true, "f_live": null, "f_live_target": 0.01, "met": true, "n_eff": 4651.920229218132, "n_eff_target": 500.0, "n_like": 48000, "n_like_max": null, "observable": true, "shells_full": true}, "time_to_target_basis": "observed", "time_to_target_s": 1362.9000186920166, "truth_delta_sigma": {"background.level": -0.95997361453419, "g0.centre": 0.4821340304321825, "g0.normalization": 0.6338169987998705, "g0.sigma": 0.2689446985221656, "g1.centre": 1.1290780713321982, "g1.normalization": 1.5039749043682566, "g1.sigma": 1.1732888904395922, "g2.centre": -0.2018068185907606, "g2.normalization": 0.4598690714095044, "g2.sigma": 0.09534666533990763}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/nautilus/n_live_400/local_numpy_fp64/seed_1/nautilus/eeaa43654fad7ca56a2e27271cf478f6"}
measured_at
"2026-10-08T18:03:26Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/smc/default/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"smc"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": true, "settings": {}, "settings_name": "default", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_assessed", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 66.81 (g1.centre)", "ok": false}, {"detail": "(b)2 sigma ratio ['g0.centre 0.00', 'g0.normalization 0.00', 'g0.sigma 0.00', 'g1.centre 0.00', 'g1.normalization 0.00', 'g1.sigma 0.00', 'g2.centre 0.00', 'g2.normalization 0.00', 'g2.sigma 0.00', 'background.level 0.00']", "ok": false}, {"detail": "(b)3 ppc_chi2 19201.9 vs ref 86.6", "ok": false}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior -9381.292 vs ref MAP 175.706", "ok": false}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: failed: (b)1 worst |median-ref|/ref_sigma 66.81 (g1.centre); (b)2 sigma ratio ['g0.centre 0.00', 'g0.normalization 0.00', 'g0.sigma 0.00', 'g1.centre 0.00', 'g1.normalization 0.00', 'g1.sigma 0.00', 'g2.centre 0.00', 'g2.normalization 0.00', 'g2.sigma 0.00', 'background.level 0.00']; (b)3 ppc_chi2 19201.9 vs ref 86.6 [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: no chain diagnostics recorded", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
{"compile_s": 1.316313800001808, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 305.73389434814453, "setup_s": null, "total_s": 322.3606273000041}
diagnostics
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comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/smc/default/local_jax_cpu_fp64_cache_warm/seed_0/smc/11cd0ae0e45cc889f137e8ecdcb9169e"}
measured_at
"2026-10-08T16:12:49Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/zeus/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"zeus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": "warm", "config_id": "local_jax_cpu_fp64_cache_warm", "config_name": "local_jax_cpu_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": true, "where": "local"}
backend
"jax_cpu"
hardware
{"cores": 1, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "jax_version": "0.10.2", "nproc": "1", "omp_num_threads": "1", "x64": true, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": false, "reason": "failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)", "status": "failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)"}
scientific
{"acceptance": "rejected", "asserted_by": "producer", "convergence": "not_converged", "criteria": [], "map_diagnostic": null, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: not completed: failed: Terminated: signal SIGTERM (e.g. the SLURM time limit) [reference limitations: the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only] | convergence: not completed: failed: Terminated: signal SIGTERM (e.g. the SLURM time limit)", "reference_limitations": ["the six runs disagree (ln Z spread 1.3176734091017153, worst median 0.06 sigma at dynesty_static_seed0:g2.sigma); the reference is the nautilus runs only"]}
timings
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diagnostics
{"status": "available", "values": {"evals_to_target_basis": "estimated", "evals_to_target_note": "estimated: the index of the first sample reaching the target in the search's posterior sample order (Nautilus: posterior()), not an evaluation history, so it is not an observed evaluation count", "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "per_call_basis": "jit_single", "per_call_s": 9.954999950423371e-05, "posterior": {}, "posterior_relabelled": {}, "time_to_target_basis": "estimated", "truth_delta_sigma": {}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/zeus/walkers_50_steps_2000/local_jax_cpu_fp64_cache_warm/seed_0/zeus/68453c9cf000709a077b835493462cb4"}
measured_at
"2026-10-08T16:50:51Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/zeus/walkers_50_steps_2000/local_numpy_fp64/seed0
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed0"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"zeus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
0
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.20 (g0.normalization)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.7 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.449 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.20 (g0.normalization); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.7 vs ref 86.6; (b)4 reference modes covered 1/1 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: R-hat 1.180, bulk ESS 190", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 1260.3301208019257, "setup_s": null, "total_s": 1577.4509614000017}
diagnostics
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4.006297430452794, "mean": 6.262221520661283, "median": 5.005996688920627, "sigma": 0.048981745986791836, "upper_1": 5.05980934740675, "upper_2": 26.399219398885275}}, "ppc_chi2": 86.68744974150846, "rhat_max": 1.1796511770350346, "time_to_target_basis": "observed", "truth_delta_sigma": {"background.level": -0.6099739190917263, "g0.centre": 0.28865200025666465, "g0.normalization": 0.234060323177533, "g0.sigma": 0.19135335861281738, "g1.centre": 0.8064740848514765, "g1.normalization": 0.9300143467201374, "g1.sigma": 0.7700649224165123, "g2.centre": -0.12690550655551158, "g2.normalization": 0.2151177048192075, "g2.sigma": 0.12242701438703137}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/zeus/walkers_50_steps_2000/local_numpy_fp64/seed_0/zeus/68453c9cf000709a077b835493462cb4"}
measured_at
"2026-10-08T16:07:19Z"
unknown_reasons
{}
gaussian_x3/gaussian_x3_separated/data_seed2/zeus/walkers_50_steps_2000/local_numpy_fp64/seed1
parent_run_id
null
stage
null
target
"gaussian_x3_separated/data_seed2/seed1"
dataset
{"class": "gaussian_x3_separated", "id": "gaussian_x3_separated/data_seed2", "instrument": null}
model
"gaussian_x3"
pipeline
null
sampler
"zeus"
configuration
{"assertion_mechanism": "disjoint_priors", "compile_cache": null, "config_id": "local_numpy_fp64", "config_name": "local_numpy_fp64", "cores": 1, "data_seed": 2, "family": "chain", "free_parameters": 10, "pilot": true, "priors": {"assertions": "none (disjoint centre priors)", "background.level": "U(-1, 1)", "g0.centre": "U(0, 35)", "g1.centre": "U(35, 65)", "g2.centre": "U(65, 100)", "normalization": "LogUniform(0.01, 100)", "sigma": "U(0.5, 30)"}, "resumed": false, "seed_effective": false, "settings": {"nsteps": 2000, "nwalkers": 50}, "settings_name": "walkers_50_steps_2000", "task": "posterior", "test_mode": false, "use_jax": false, "where": "local"}
backend
"numpy"
hardware
{"cores": 1, "device": {"backend": "numpy", "cpu_count": 8, "nproc": "8", "omp_num_threads": "1", "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "DESKTOP-H143S82", "slurm_array_job_id": null, "slurm_array_task_id": null, "slurm_job_id": null}
precision
"fp64"
seed
1
dependency_revisions
{"autofit": "0dbf258c4f5e4238fc1cfd1b2eae56c6c6e6f655", "autonerves": "c5ade6050cb919e46586e04d851867d6d252a11b"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "accepted", "asserted_by": "producer", "convergence": "not_converged", "criteria": [{"detail": "(b)1 worst |median-ref|/ref_sigma 0.18 (g2.sigma)", "ok": true}, {"detail": "(b)2 sigma ratio in band", "ok": true}, {"detail": "(b)3 ppc_chi2 86.8 vs ref 86.6", "ok": true}, {"detail": "(b)4 reference modes covered 1/1", "ok": true}], "map_diagnostic": {"criterion": false, "detail": "(a) max_log_posterior 175.444 vs ref MAP 175.706", "ok": true}, "placeholders": ["sigma_ratio_band", "ppc_chi2_tolerance", "mode_radius_px", "nested_min_ess", "chain_max_rhat", "chain_min_ess"], "protocol_id": "gaussian_x3@1", "reason": "acceptance: all criteria met: (b)1 worst |median-ref|/ref_sigma 0.18 (g2.sigma); (b)2 sigma ratio in band; (b)3 ppc_chi2 86.8 vs ref 86.6; (b)4 reference modes covered 1/1 [reference limitations: the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only] | convergence: R-hat 1.201, bulk ESS 175", "reference_limitations": ["the six runs disagree (ln Z spread 0.4900239194778777, worst median 0.07 sigma at dynesty_static_seed0:g1.centre); the reference is the nautilus runs only"]}
timings
{"compile_s": null, "definitions": {"compile_s": "First jitted likelihood call of a separate warm-up probe, in a cold- or warm-cache run (compile_cache); not added to total_s; null on numpy", "sampling_s": "wall_s: sampler clock from samples_info.json; includes sampler overhead", "setup_s": "Not measured separately; unknown, not total minus sampling", "total_s": "total_wall_s: elapsed search.fit call; excludes the admission-bar probe and dataset/model setup"}, "sampling_s": 736.7897136211395, "setup_s": null, "total_s": 1596.5888223000002}
diagnostics
{"status": "available", "values": {"ess_bulk_min": 175.20808423931024, "ess_kish": 99999.99999999994, "ess_per_s": 135.72393608554145, "evals_to_target": 91051, "evals_to_target_basis": "observed", "label_permutations_found": 1, "likelihood_share_basis": "estimated", "log_evidence_err_note": "no sampler-agnostic log Z error is recorded; compare seeds instead", "log_likelihood_at_truth": 184.73885604169607, "max_log_likelihood": 186.46518648263572, "max_log_posterior": 175.4440810563271, "modes_found": 5, "per_call_basis": "numpy_single", "per_call_s": 0.0007939000024634879, "posterior": {"background.level": {"lower_1": 0.0049035120982368905, "lower_2": -0.3145451359905865, "mean": 0.06105312912324873, "median": 0.014188491514453798, "sigma": 0.009905655815413009, "upper_1": 0.024714823729062908, "upper_2": 0.8780464474060891}, "g0.centre": {"lower_1": 19.97726979023031, "lower_2": 13.097569899755582, "mean": 19.84160217888966, "median": 20.006416109543515, "sigma": 0.027038356300129962, "upper_1": 20.03134650283057, "upper_2": 22.50168859584584}, "g0.normalization": {"lower_1": 29.67399885934911, "lower_2": 5.453093843264634, "mean": 28.928778066780186, "median": 30.08624391952563, "sigma": 0.3300986381595514, "upper_1": 30.33419613566821, "upper_2": 40.00031359836532}, "g0.sigma": {"lower_1": 2.97588843906187, "lower_2": 2.083027927056509, "mean": 4.2804757232364485, "median": 3.0047380749415353, "sigma": 0.028662012769906875, "upper_1": 3.0332124646016836, "upper_2": 24.624618167386753}, "g1.centre": {"lower_1": 49.997315919137556, "lower_2": 49.42784612643771, "mean": 50.3788618068443, "median": 50.020548127557966, "sigma": 0.025532002648134267, "upper_1": 50.048379924433824, "upper_2": 59.57688492231992}, "g1.normalization": {"lower_1": 49.84492535468618, "lower_2": 8.561908719113513, "mean": 48.16319212001048, "median": 50.31583915361164, "sigma": 0.3862056199322019, "upper_1": 50.617336594550586, "upper_2": 75.81618975541106}, "g1.sigma": {"lower_1": 3.9925244935783355, "lower_2": 2.6039531801409304, "mean": 5.17271226520087, "median": 4.019941482748435, "sigma": 0.02721270119753183, "upper_1": 4.046949895973399, "upper_2": 24.647398968347197}, "g2.centre": {"lower_1": 79.94755488208388, "lower_2": 65.54927289343135, "mean": 79.5587032948402, "median": 79.99235366372855, "sigma": 0.04356188400079475, "upper_1": 80.03467865008547, "upper_2": 85.46319900224613}, "g2.normalization": {"lower_1": 39.68811647156156, "lower_2": 5.734990390723154, "mean": 38.92638757001153, "median": 40.10500621123913, "sigma": 0.4028751663579371, "upper_1": 40.49386680427743, "upper_2": 61.94417229665}, "g2.sigma": {"lower_1": 4.9666204562509195, "lower_2": 4.190558787824141, "mean": 6.855100057242095, "median": 5.008828537547899, "sigma": 0.05927886695710338, "upper_1": 5.085178190165126, "upper_2": 27.417321241878653}}, "posterior_relabelled": {"background.level": {"lower_1": 0.0049035120982368905, "lower_2": -0.3145451359905865, "mean": 0.06105312912324873, "median": 0.014188491514453798, "sigma": 0.009905655815413009, "upper_1": 0.024714823729062908, "upper_2": 0.8780464474060891}, "g0.centre": {"lower_1": 19.97726979023031, "lower_2": 13.097569899755582, "mean": 19.84160217888966, "median": 20.006416109543515, "sigma": 0.027038356300129962, "upper_1": 20.03134650283057, "upper_2": 22.50168859584584}, "g0.normalization": {"lower_1": 29.67399885934911, "lower_2": 5.453093843264634, "mean": 28.928778066780186, "median": 30.08624391952563, "sigma": 0.3300986381595514, "upper_1": 30.33419613566821, "upper_2": 40.00031359836532}, "g0.sigma": {"lower_1": 2.97588843906187, "lower_2": 2.083027927056509, "mean": 4.2804757232364485, "median": 3.0047380749415353, "sigma": 0.028662012769906875, "upper_1": 3.0332124646016836, "upper_2": 24.624618167386753}, "g1.centre": {"lower_1": 49.997315919137556, "lower_2": 49.42784612643771, "mean": 50.3788618068443, "median": 50.020548127557966, "sigma": 0.025532002648134267, "upper_1": 50.048379924433824, "upper_2": 59.57688492231992}, "g1.normalization": {"lower_1": 49.84492535468618, "lower_2": 8.561908719113513, "mean": 48.16319212001048, "median": 50.31583915361164, "sigma": 0.3862056199322019, "upper_1": 50.617336594550586, "upper_2": 75.81618975541106}, "g1.sigma": {"lower_1": 3.9925244935783355, "lower_2": 2.6039531801409304, "mean": 5.17271226520087, "median": 4.019941482748435, "sigma": 0.02721270119753183, "upper_1": 4.046949895973399, "upper_2": 24.647398968347197}, "g2.centre": {"lower_1": 79.94755488208388, "lower_2": 65.54927289343135, "mean": 79.5587032948402, "median": 79.99235366372855, "sigma": 0.04356188400079475, "upper_1": 80.03467865008547, "upper_2": 85.46319900224613}, "g2.normalization": {"lower_1": 39.68811647156156, "lower_2": 5.734990390723154, "mean": 38.92638757001153, "median": 40.10500621123913, "sigma": 0.4028751663579371, "upper_1": 40.49386680427743, "upper_2": 61.94417229665}, "g2.sigma": {"lower_1": 4.9666204562509195, "lower_2": 4.190558787824141, "mean": 6.855100057242095, "median": 5.008828537547899, "sigma": 0.05927886695710338, "upper_1": 5.085178190165126, "upper_2": 27.417321241878653}}, "ppc_chi2": 86.79046826301388, "rhat_max": 1.200566153614591, "target_log_likelihood": 185.5415869658934, "time_to_target_basis": "observed", "time_to_target_s": 83.93061137199402, "truth_delta_sigma": {"background.level": -0.5866858887327386, "g0.centre": 0.23729658239190032, "g0.normalization": 0.2612671170244061, "g0.sigma": 0.1653085210578784, "g1.centre": 0.8047988965513951, "g1.normalization": 0.8178005117250403, "g1.sigma": 0.7328005626374161, "g2.centre": -0.17552813536048328, "g2.normalization": 0.2606420549283381, "g2.sigma": 0.14893229241860526}, "truths": {"background.level": 0.02, "g0.centre": 20.0, "g0.normalization": 30.0, "g0.sigma": 3.0, "g1.centre": 50.0, "g1.normalization": 50.0, "g1.sigma": 4.0, "g2.centre": 80.0, "g2.normalization": 40.0, "g2.sigma": 5.0}}}
comparison
{"declared_target": "gaussian_x3_separated/data_seed2/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking (wave 1 is a pilot)"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current sample availability", "path": "output/searches/gaussian_x3_separated/data_seed2/zeus/walkers_50_steps_2000/local_numpy_fp64/seed_1/zeus/68453c9cf000709a077b835493462cb4"}
measured_at
"2026-10-08T18:53:07Z"
unknown_reasons
{}

Decision History

No decisions recorded yet.

Sampler candidates

Literature expectations, not measured PyAuto recommendations. Review a candidate and copy its investigation prompt.

dynesty

dynamic nested sampling · reviewed 2026-10-08

Paper ↗ · Official code ↗

Expected uses

  • Evidence and posterior baseline with adjustable effort allocation.

Limitations

  • Prior transforms and likelihood-contour exploration need validation; no universal dimensional scaling advantage.

Integration: integrated: DynestyStatic and DynestyDynamic

Benchmark evidence: not_assessed: this literature review establishes no benchmark result

Investigation prompt
Nautilus

neural-network importance nested sampling · reviewed 2026-10-08

Paper ↗ · Official code ↗

Expected uses

  • Evidence and posterior estimation for expensive gradient-free likelihoods.

Limitations

  • Learned proposal coverage and importance-weight stability need checking on unseen modes.

Integration: integrated: Nautilus

Benchmark evidence: not_assessed: this literature review establishes no benchmark result

Investigation prompt