From 9d65a6d5b1baeb8aaae695636d940fcb17cd51ed Mon Sep 17 00:00:00 2001 From: Jammy2211 Date: Mon, 5 Oct 2026 20:01:13 +0100 Subject: [PATCH] Remove dashboard-owned introductions and usage prose --- dashboard.html | 27 ++++++++++++++++++++++++++- dashboard.md | 4 +--- insight/campaigns.py | 11 ++++------- 3 files changed, 31 insertions(+), 11 deletions(-) diff --git a/dashboard.html b/dashboard.html index eef4a75..8bc8d03 100644 --- a/dashboard.html +++ b/dashboard.html @@ -127,6 +127,31 @@ button.copy:hover{border-color:var(--accent);color:var(--accent)} button.copy.ok{color:var(--ok);border-color:var(--ok);background:transparent} button.copy.term{font-size:.95rem} +/* The owner supplies meaning and destinations; the family owns the controls. */ +.orchestration-panel{border:1px solid var(--line);border-radius:16px;padding:1.5rem; + margin:1.5rem 0;background:linear-gradient(120deg,var(--tint),var(--bg));min-width:0} +.orchestration-head{display:flex;gap:1.25rem;justify-content:space-between;align-items:start} +.orchestration-panel h2{margin:0;border:0;padding:0;font-size:1.45rem} +.orchestration-panel h2:after{display:none} +.orchestration-head p{margin:.5rem 0 1rem} +.orchestration-links{display:flex;flex-wrap:wrap;gap:.5rem;max-width:100%} +.orchestration-links a{display:inline-block;padding:.5rem .75rem;border:1px solid var(--line); + border-radius:8px;background:var(--bg);font-weight:600} +.orchestration-controls{display:flex;gap:1rem;align-items:end;flex-wrap:wrap;margin:.75rem 0} +.orchestration-direction{flex:1;min-width:min(100%,15rem)} +.orchestration-panel label{display:block;font-weight:600;margin-bottom:.35rem} +.orchestration-panel textarea{display:block;width:100%;max-width:100%;resize:vertical; + box-sizing:border-box;font:inherit;color:var(--fg);background:var(--bg);border:1px solid var(--line); + border-radius:8px;padding:.75rem;white-space:pre-wrap} +.orchestration-panel [data-orchestration-prompt]{margin-top:.75rem;font-size:.9rem} +.orchestration-copy{font:inherit;font-weight:650;background:var(--accent);color:var(--bg); + border:0;border-radius:8px;padding:.85rem 1rem;cursor:pointer;min-height:44px;max-width:100%} +.orchestration-panel :focus-visible{outline:3px solid var(--accent);outline-offset:3px} +.orchestration-status{margin:.5rem 0 0;color:var(--muted)} +.orchestration-status:empty{display:none} +@media(max-width:46rem){.orchestration-panel{padding:1rem}.orchestration-head{display:block} + .orchestration-copy{width:100%}.orchestration-links{margin-bottom:1rem}} + /* A copy button with a WORDED face is a chip, not an icon. The rule above is a fixed 2.6rem square — right for a bare clipboard glyph, a trap for a label: the text wraps inside 42px into a one-word-per-line column and @@ -253,7 +278,7 @@ #copy-checkin{background:var(--accent);color:var(--bg);border:0;border-radius:6px;padding:10px 16px;cursor:pointer;font-weight:600} #copy-status{margin-left:12px} code{color:var(--accent);word-break:break-all} -pre{white-space:pre-wrap;overflow-wrap:anywhere}details{margin:1rem 0}dd{margin-left:1rem}

PyAutoInsightInference dashboard

Infer. Inspect. Understand.

Check in on all inference work

One prompt, one ongoing chat. Add a campaign focus or idea here, or tell the chat before or afterwards.

Last check-in: not recorded yet. Ledger dates are review dates, not measurement freshness.

Active campaigns

CampaignStatusOpen tasksRecent progressBlockersJob statusNext stepReviewed
HST SLaM base backend parityactive1Project and Cortex ledgers retain the 24 September rerun submissions; published rows require coverage reconciliation.Live RAL status and output/archive availability unverified.unknown — live scheduler not queried; historical ledger states are not current job evidenceReconcile all seeds and stages with current project rows and Cortex before proposing another run.2026-10-04
HST SLaM Delaunay variantactive0Delaunay is a separate target/recipe; pre-speedup runs are archived, reruns recorded on 24 September.Do not merge the Delaunay target with rectangular comparisons; current job status unknown.unknown — live scheduler not queried; historical ledger states are not current job evidenceRetrieve or account for every rerun, failed seed and missing stage; preserve the archived comparison context.2026-10-04
Point-source sampler admissionneeds-decision12 October project record reports five Nautilus seeds; no gradient-sampler admission measurement.Gradient cost share and sampler admission remain unmeasured; Pulse owns likelihood optimisation.unknown — live scheduler not queried; historical ledger states are not current job evidenceAssess a bounded gradient-sampler admission proposal with the human; no new job is authorized.2026-10-04
Graphical and EP inference coordinationneeds-slicing3Mind campaign map and two scoping contracts preserved verbatim; implementation work remains in Mind.Old scoping contains completed phases and decision gates; not a bulk runnable queue.unknown — live scheduler not queried; historical ledger states are not current job evidenceReconcile current Cortex observations and shipped fixes, then select one bounded phase.2026-10-04
Analytic Gaussian ensemble and control calibrationblocked0Cortex records accepted wave-1 baseline and 30 September independent-review caveats.N=25 stays unsubmitted until control/threshold diagnostic is resolved.unknown — live scheduler not queried; historical ledger states are not current job evidenceUse Cortex planned diagnostic on passing, edge and worst seeds; retain the human conclusion there.2026-10-04
N=50 NUTS versus three EP repeatsneeds-decision0Cortex records failed wave 1 (EMFILE/OOM), wave-2 preparation and no submission.Explicit human go; sample entry/export and resource settings must be verified.unknown — live scheduler not queried; historical ledger states are not current job evidencePresent the existing wave-2 proposal with current dependency evidence for decision.2026-10-04
Hierarchical slope recovery at scaleblocked0Cortex retains graphical baseline, post-processing OOM and stale EP hierarchical factor; Mind records later moments fix.Summary/sample retrieval and release/RAL mirror reconciliation outstanding; no reclassification from stale prose.unknown — live scheduler not queried; historical ledger states are not current job evidenceVerify the moments fix release and project mirror; recover missing summaries from existing samples before a proposed rerun.2026-10-04
IC50 EP and graphical scale ladderblocked0Cortex records N=5/10/25 results, failed N=50 EP rung and width-interpretation caveat.Projection fix and mean-field width reporting require reconciliation before scientific comparison.unknown — live scheduler not queried; historical ledger states are not current job evidenceCheck implementation close-outs, then propose a seeded ladder with appropriate output and mean-field diagnostics.2026-10-04

Active tasks

Open means tracked, not necessarily running. Blockers and decisions still apply.

TaskCampaignStatusPriorityNext step
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.

Completed and superseded tasks remain in the ledger.

Inference evidence

Execution completion is separate from convergence and scientific acceptance. Cortex retains scientific conclusions. Evidence remains in project storage.

autolens_inference

Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below

Captured source branch: main. Revision: 26778b158538711a5a79acbadb0699a103446bd7. Capture time: 2026-10-04T08:09:22Z. Latest attempt: 2026-10-04T08:09:22Z.

Scope: inference. Producer revision: 4ead1799b05b2218a59fca062e3419891c71c82c. Generated: 2026-10-04T07:41:04Z. Source commit timestamp; not a measurement or check-in time

Project dashboard · Ingest receipt

Coverage and limitations

{"excluded": [], "expected": {"reason": "No complete expected-run manifest; unrecorded jobs cannot be enumerated", "runs": null}, "observed": {"archived_records": 50, "execution_complete": 55, "execution_stopped_early": 1, "records": 56, "runs": 15}}

Current results

TargetStageSamplerConfigurationSeedExecutionConvergence / acceptanceSampler clock (s)Fit call (s)DiagnosticsSamplesEvidence
simple/source_plane_solved/seed0single searchnautilushpc_a100_jax_cpu_dense_fp640completenot_assessed / not_assessed56.5600078105926565.21035292901797availableunknownresult
simple/source_plane_solved/seed1single searchnautilushpc_a100_jax_cpu_dense_fp641completenot_assessed / not_assessed54.1813416481018162.80253079999238availableunknownresult
simple/source_plane_solved/seed2single searchnautilushpc_a100_jax_cpu_dense_fp642completenot_assessed / not_assessed53.76466560363769562.157571617048234availableunknownresult
simple/source_plane_solved/seed3single searchnautilushpc_a100_jax_cpu_dense_fp643completenot_assessed / not_assessed50.3830430507659958.97957983799279availableunknownresult
simple/source_plane_solved/seed4single searchnautilushpc_a100_jax_cpu_dense_fp644completenot_assessed / not_assessed58.5075080394744967.16032414801884availableunknownresult
simple/source_plane_solved/seed0single searchnautiluslocal_jax_cpu_dense_fp640completenot_assessed / not_assessed60.4314727783203169.44111120000161availableunknownresult

Historical project results

TargetStageSamplerConfigurationSeedExecutionConvergence / acceptanceSampler clock (s)Fit call (s)DiagnosticsSamplesEvidence
hst/slam5_delaunay_1250/seed0pipeline parentunknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5_delaunay_1250/seed0source_lp[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed820.3699300289154965.2785516558215availableunknownresult
hst/slam5_delaunay_1250/seed0source_pix[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed2047.430355310442128.72460657591availableunknownresult
hst/slam5_delaunay_1250/seed0source_pix[2]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed111.54320764541626176.4244288089685availableunknownresult
hst/slam5_delaunay_1250/seed0light[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed406.49094557762146472.91616048291326availableunknownresult
hst/slam5_delaunay_1250/seed0mass_total[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed1383.8430266380311475.3449251349084availableunknownresult
hst/slam5_delaunay_1250/seed1pipeline parentunknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5_delaunay_1250/seed1source_lp[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed882.93300962448121023.6260516527109availableunknownresult
hst/slam5_delaunay_1250/seed1source_pix[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed2589.4734685420992668.5737252449617availableunknownresult
hst/slam5_delaunay_1250/seed1source_pix[2]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed116.28890442848206176.19057126017287availableunknownresult
hst/slam5_delaunay_1250/seed1light[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed457.26988673210144530.5928531419486availableunknownresult
hst/slam5_delaunay_1250/seed1mass_total[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed1048.92924714088441138.162050106097availableunknownresult
hst/slam5_delaunay_1250/seed0pipeline parentunknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5_delaunay_1250/seed0source_lp[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed749.7595109939575888.2430416657589availableunknownresult
hst/slam5_delaunay_1250/seed0source_pix[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed6124.6702384948736221.422692308202availableunknownresult
hst/slam5_delaunay_1250/seed0source_pix[2]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed112.84573483467102178.6054911534302availableunknownresult
hst/slam5_delaunay_1250/seed0light[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed353.50146985054016426.6312530930154availableunknownresult
hst/slam5_delaunay_1250/seed0mass_total[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed1771.12478852272031861.7668606671505availableunknownresult
hst/slam5_delaunay_1250/seed1pipeline parentunknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5_delaunay_1250/seed1source_lp[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed831.8062770366669973.6843929146416availableunknownresult
hst/slam5_delaunay_1250/seed1source_pix[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed5258.1412222385415348.343995480798availableunknownresult
hst/slam5_delaunay_1250/seed1source_pix[2]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed115.64004683494568182.61417358601466availableunknownresult
hst/slam5_delaunay_1250/seed1light[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed379.8856680393219453.2077537388541availableunknownresult
hst/slam5_delaunay_1250/seed1mass_total[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed1900.17717885971071995.9051318671554availableunknownresult
hst/slam5/seed0pipeline parentunknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5/seed0source_lp[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed923.29887938499451110.2745820698328availableunknownresult
hst/slam5/seed0source_pix[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed761.86904501914981096.6811571302824availableunknownresult
hst/slam5/seed0source_pix[2]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed131.4924976825714457.5962234721519availableunknownresult
hst/slam5/seed0light[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed237.3431966304779585.0465070647188availableunknownresult
hst/slam5/seed0mass_total[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed516.6248600482941894.5935196429491availableunknownresult
hst/slam5/seed1pipeline parentunknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5/seed1source_lp[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed834.82565093040471005.474559458904availableunknownresult
hst/slam5/seed1source_pix[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed748.73390245437621097.2968472116627availableunknownresult
hst/slam5/seed1source_pix[2]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed362.2842011451721719.2182216290385availableunknownresult
hst/slam5/seed1light[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed267.35919713974618.7239170190878availableunknownresult
hst/slam5/seed1mass_total[1]unknownhpc_a100_jax_gpu_dense_fp641completenot_assessed / not_assessed650.2288322448731043.753492906224availableunknownresult
hst/slam5/seed0pipeline parentunknownhpc_a100_jax_gpu_dense_fp640stopped_earlynot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5/seed0source_lp[1]unknownhpc_a100_jax_gpu_dense_fp640completenot_assessed / not_assessed855.37234878540041041.4455565372482availableunknownresult
hst/slam5/seed0pipeline parentunknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5/seed0source_lp[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed808.1857154369354960.966922598891availableunknownresult
hst/slam5/seed0source_pix[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed1930.7643861770632279.775213385001availableunknownresult
hst/slam5/seed0source_pix[2]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed178.61591696739197535.9517216398381availableunknownresult
hst/slam5/seed0light[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed267.51912546157837621.3747416636907availableunknownresult
hst/slam5/seed0mass_total[1]unknownhpc_a100_jax_gpu_sparse_fp640completenot_assessed / not_assessed800.2792305946351168.8711764230393availableunknownresult
hst/slam5/seed1pipeline parentunknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessedunknownunknownmissingunknownresult
hst/slam5/seed1source_lp[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed798.179591178894944.8778721541166availableunknownresult
hst/slam5/seed1source_pix[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed1904.311167716982245.7180267861113availableunknownresult
hst/slam5/seed1source_pix[2]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed187.7734875679016523.5104860081337availableunknownresult
hst/slam5/seed1light[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed253.89728569984436606.7501009167172availableunknownresult
hst/slam5/seed1mass_total[1]unknownhpc_a100_jax_gpu_sparse_fp641completenot_assessed / not_assessed868.11893606185911255.2648063716479availableunknownresult

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

results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_dense_fp64/stages_seed0.json
parent_run_id
null
stage
null
target
"hst/slam5_delaunay_1250/seed0"
dataset
{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
sampler
null
configuration
{"config_name": "hpc_a100_jax_gpu_dense_fp64", "cores": 8, "image_mesh": "hilbert", "image_mesh_edge_points": 30, "image_mesh_weight_floor": 0.01, "image_mesh_weight_power": 3.5, "inversion": "dense", "memo": "off", "mesh": "delaunay", "mesh_areas_factor": 0.5, "mesh_pixels": 1250, "mesh_shape": null, "mesh_zeroed_pixels": 30, "rect_mesh": "bilinear", "regularization": "adapt_split", "stages_requested": null, "test_mode": false, "use_jax": true, "variant": "delaunay_1250"}
backend
"jax_gpu"
hardware
{"cores": 8, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 37549 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
"fp64"
seed
0
dependency_revisions
{}
library_version
"2026.8.17.1"
execution
{"completed": null, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": null, "definitions": {"compile_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed", "sampling_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed", "setup_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed", "total_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}, "sampling_s": null, "setup_s": null, "total_s": null}
diagnostics
{"status": "missing", "values": {}}
comparison
{"declared_target": "hst/slam5_delaunay_1250/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "execution.completed": "No pipeline-wide completion marker is recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result", "timings": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_dense_fp64/stages_seed0.json#stage-9b14006556621cdb
parent_run_id
"results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_dense_fp64/stages_seed0.json"
stage
"source_lp[1]"
target
"hst/slam5_delaunay_1250/seed0"
dataset
{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
sampler
null
configuration
{"config_name": "hpc_a100_jax_gpu_dense_fp64", "cores": 8, "free_parameters": 17, "image_mesh": "hilbert", "image_mesh_edge_points": 30, "image_mesh_weight_floor": 0.01, "image_mesh_weight_power": 3.5, "inversion": "dense", "memo": "off", "mesh": "delaunay", "mesh_areas_factor": 0.5, "mesh_pixels": 1250, "mesh_shape": null, "mesh_zeroed_pixels": 30, "n_batch": 50, "n_live": 200, "rect_mesh": "bilinear", "regularization": "adapt_split", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true, "variant": "delaunay_1250"}
backend
"jax_gpu"
hardware
{"cores": 8, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 37549 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
"fp64"
seed
0
dependency_revisions
{}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": 11.454642791766673, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 820.3699300289154, "setup_s": null, "total_s": 965.2785516558215}
diagnostics
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_dense_fp64/stages_seed1.json
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "execution.completed": "No pipeline-wide completion marker is recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result", "timings": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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comparison
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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null
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{}
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{"completed": true, "reason": null, "status": "complete"}
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{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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diagnostics
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comparison
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measured_at
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json
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null
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{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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measured_at
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "execution.completed": "No pipeline-wide completion marker is recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result", "timings": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}
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{"cores": 8, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 4813 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
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timings
{"compile_s": 10.573504409752786, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 749.7595109939575, "setup_s": null, "total_s": 888.2430416657589}
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measured_at
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json#stage-1ad2b0be53ac3cb8
parent_run_id
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comparison
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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null
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{}
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{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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comparison
{"declared_target": "hst/slam5_delaunay_1250/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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stage
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dataset
{"class": "imaging", "id": null, "instrument": "hst"}
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null
pipeline
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null
configuration
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{"cores": 8, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 4813 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
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seed
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{}
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{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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diagnostics
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comparison
{"declared_target": "hst/slam5_delaunay_1250/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json#stage-03dd03936a025726
parent_run_id
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"hst/slam5_delaunay_1250/seed0"
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{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
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null
configuration
{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 8, "free_parameters": 8, "image_mesh": "hilbert", "image_mesh_edge_points": 30, "image_mesh_weight_floor": 0.01, "image_mesh_weight_power": 3.5, "inversion": "sparse", "memo": "off", "mesh": "delaunay", "mesh_areas_factor": 0.5, "mesh_pixels": 1250, "mesh_shape": null, "mesh_zeroed_pixels": 30, "n_batch": 20, "n_live": 150, "rect_mesh": "bilinear", "regularization": "adapt_split", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true, "variant": "delaunay_1250"}
backend
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{"cores": 8, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 4813 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
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seed
0
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{}
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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{"compile_s": 3.2871260661631823, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 1771.1247885227203, "setup_s": null, "total_s": 1861.7668606671505}
diagnostics
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comparison
{"declared_target": "hst/slam5_delaunay_1250/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_sparse_fp64/stages_seed1.json
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{"class": "imaging", "id": null, "instrument": "hst"}
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null
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"slam"
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null
configuration
{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 8, "image_mesh": "hilbert", "image_mesh_edge_points": 30, "image_mesh_weight_floor": 0.01, "image_mesh_weight_power": 3.5, "inversion": "sparse", "memo": "off", "mesh": "delaunay", "mesh_areas_factor": 0.5, "mesh_pixels": 1250, "mesh_shape": null, "mesh_zeroed_pixels": 30, "rect_mesh": "bilinear", "regularization": "adapt_split", "stages_requested": null, "test_mode": false, "use_jax": true, "variant": "delaunay_1250"}
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{"cores": 8, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 4811 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
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{}
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execution
{"completed": null, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": null, "definitions": {"compile_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed", "sampling_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed", "setup_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed", "total_s": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}, "sampling_s": null, "setup_s": null, "total_s": null}
diagnostics
{"status": "missing", "values": {}}
comparison
{"declared_target": "hst/slam5_delaunay_1250/seed1", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "execution.completed": "No pipeline-wide completion marker is recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result", "timings": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/delaunay_1250/hpc_a100_jax_gpu_sparse_fp64/stages_seed1.json#stage-9b14006556621cdb
parent_run_id
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{"class": "imaging", "id": null, "instrument": "hst"}
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null
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"slam"
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{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 8, "free_parameters": 17, "image_mesh": "hilbert", "image_mesh_edge_points": 30, "image_mesh_weight_floor": 0.01, "image_mesh_weight_power": 3.5, "inversion": "sparse", "memo": "off", "mesh": "delaunay", "mesh_areas_factor": 0.5, "mesh_pixels": 1250, "mesh_shape": null, "mesh_zeroed_pixels": 30, "n_batch": 50, "n_live": 200, "rect_mesh": "bilinear", "regularization": "adapt_split", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true, "variant": "delaunay_1250"}
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{"cores": 8, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 4811 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
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{}
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{"completed": true, "reason": null, "status": "complete"}
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{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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measured_at
null
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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comparison
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samples
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measured_at
null
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_dense_fp64/stages_seed0.json
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{}
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{"completed": true, "reason": null, "status": "complete"}
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{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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measured_at
null
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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null
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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comparison
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "execution.completed": "No pipeline-wide completion marker is recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result", "timings": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}
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{"completed": true, "reason": null, "status": "complete"}
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unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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timings
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unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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comparison
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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null
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seed
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{}
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{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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measured_at
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unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_dense_fp64__rate_probe_342695/stages_seed0.json
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{}
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{"completed": null, "reason": null, "status": "stopped_early"}
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "execution.completed": "No pipeline-wide completion marker is recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result", "timings": "Pipeline aggregate not measured; stage clocks may overlap and are never summed"}
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{"class": "imaging", "id": null, "instrument": "hst"}
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{"cores": 4, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 2621 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
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"fp64"
seed
0
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{}
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{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json
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null
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{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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measured_at
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results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json#stage-9b14006556621cdb
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{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
sampler
null
configuration
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backend
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hardware
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precision
"fp64"
seed
0
dependency_revisions
{}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
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diagnostics
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comparison
{"declared_target": "hst/slam5/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json#stage-1ad2b0be53ac3cb8
parent_run_id
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stage
"source_pix[1]"
target
"hst/slam5/seed0"
dataset
{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
sampler
null
configuration
{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 4, "free_parameters": 10, "inversion": "sparse", "memo": "off", "mesh_shape": [28, 28], "n_batch": 20, "n_live": 150, "rect_mesh": "bilinear", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true}
backend
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hardware
{"cores": 4, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 8903 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
"fp64"
seed
0
dependency_revisions
{}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": 20.21704276604578, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 1930.764386177063, "setup_s": null, "total_s": 2279.775213385001}
diagnostics
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comparison
{"declared_target": "hst/slam5/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json#stage-122202734335fe14
parent_run_id
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stage
"source_pix[2]"
target
"hst/slam5/seed0"
dataset
{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
sampler
null
configuration
{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 4, "free_parameters": 5, "inversion": "sparse", "memo": "off", "mesh_shape": [28, 28], "n_batch": 20, "n_live": 75, "rect_mesh": "bilinear", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true}
backend
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hardware
{"cores": 4, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 8903 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
"fp64"
seed
0
dependency_revisions
{}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": 9.113326458726078, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 178.61591696739197, "setup_s": null, "total_s": 535.9517216398381}
diagnostics
{"status": "available", "values": {"inversion_applies": true, "likelihood_evals": 3260, "log_evidence": 31615.926126596125, "log_evidence_err_note": "nautilus 1.0.5 exposes no log_z_err; samples_info carries only log_evidence, total_samples, time and number_live_points.", "max_log_likelihood": 31633.55600511511, "positions_info_present": true, "posterior": {"inner_coefficient": {"lower_1": 5.026005634838336e-06, "median": 0.00016106495551258316, "sigma": 0.00197283679409024, "upper_1": 0.003950699593815318}, "outer_coefficient": {"lower_1": 34.136668837510854, "median": 38.10496820415385, "sigma": 3.1530491777730703, "upper_1": 40.442767193056994}, "signal_scale": {"lower_1": 0.07495627913991262, "median": 0.0807987228191902, "sigma": 0.008216000056908576, "upper_1": 0.09138827925372978}, "weight_floor": {"lower_1": 6.398493879092095e-05, "median": 0.0012804808023735756, "sigma": 0.012466578435110561, "upper_1": 0.024997141809012042}, "weight_power": {"lower_1": 4.1082101473022785, "median": 4.191938733518657, "sigma": 0.06508183735499928, "upper_1": 4.238373822012277}}, "truth_delta_sigma": {}}}
comparison
{"declared_target": "hst/slam5/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json#stage-7f695c3cdb0cdedb
parent_run_id
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stage
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target
"hst/slam5/seed0"
dataset
{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
sampler
null
configuration
{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 4, "free_parameters": 6, "inversion": "sparse", "memo": "off", "mesh_shape": [28, 28], "n_batch": 20, "n_live": 150, "rect_mesh": "bilinear", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true}
backend
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hardware
{"cores": 4, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 8903 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
"fp64"
seed
0
dependency_revisions
{}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": 3.147912166081369, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 267.51912546157837, "setup_s": null, "total_s": 621.3747416636907}
diagnostics
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comparison
{"declared_target": "hst/slam5/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": null}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed0.json#stage-03dd03936a025726
parent_run_id
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stage
"mass_total[1]"
target
"hst/slam5/seed0"
dataset
{"class": "imaging", "id": null, "instrument": "hst"}
model
null
pipeline
"slam"
sampler
null
configuration
{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 4, "free_parameters": 8, "inversion": "sparse", "memo": "off", "mesh_shape": [28, 28], "n_batch": 20, "n_live": 150, "rect_mesh": "bilinear", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true}
backend
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hardware
{"cores": 4, "device": {"backend": "gpu", "cpu_count": 124, "device": "cuda:0", "nvidia_smi": "NVIDIA A100 80GB PCIe, 8903 MiB, 81920 MiB", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}}
precision
"fp64"
seed
0
dependency_revisions
{}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
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diagnostics
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results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed1.json
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{"completed": true, "reason": null, "status": "complete"}
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{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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null
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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null
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{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
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scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
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comparison
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/archive/2026-09-24_pre_likelihood_speedup/slam/imaging/hst/slam_base/hpc_a100_jax_gpu_sparse_fp64/stages_seed1.json#stage-03dd03936a025726
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null
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null
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{"config_name": "hpc_a100_jax_gpu_sparse_fp64", "cores": 4, "free_parameters": 8, "inversion": "sparse", "memo": "off", "mesh_shape": [28, 28], "n_batch": 20, "n_live": 150, "rect_mesh": "bilinear", "resumed": false, "stages_requested": null, "test_mode": false, "use_jax": true}
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1
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{}
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{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
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comparison
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samples
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "dependency_revisions": "Dependency revisions not recorded", "measured_at": "Not recorded in source result", "model": "Not recorded in source result", "sampler": "Not recorded in source result"}
results/searches/point_source/nautilus/simple/source_plane_solved/hpc_a100_jax_cpu_dense_fp64/search_seed0.json
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null
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null
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samples
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measured_at
null
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{"dataset.id": "Dataset content identity not recorded", "measured_at": "Not recorded in source result"}
results/searches/point_source/nautilus/simple/source_plane_solved/hpc_a100_jax_cpu_dense_fp64/search_seed1.json
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null
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null
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samples
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measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "measured_at": "Not recorded in source result"}
results/searches/point_source/nautilus/simple/source_plane_solved/hpc_a100_jax_cpu_dense_fp64/search_seed2.json
parent_run_id
null
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null
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pipeline
null
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seed
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{"autoarray": "9428eca2", "autofit": "404b3e5f7", "autogalaxy": "c9609825", "autolens": "21b520be4", "autonerves": "bf10410"}
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diagnostics
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comparison
{"declared_target": "simple/source_plane_solved/seed2", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
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measured_at
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unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "measured_at": "Not recorded in source result"}
results/searches/point_source/nautilus/simple/source_plane_solved/hpc_a100_jax_cpu_dense_fp64/search_seed3.json
parent_run_id
null
stage
null
target
"simple/source_plane_solved/seed3"
dataset
{"class": "point_source", "id": null, "instrument": "simple"}
model
"L5: Isothermal (5 free) + PointSolved source"
pipeline
null
sampler
"nautilus"
configuration
{"config_name": "hpc_a100_jax_cpu_dense_fp64", "cores": 8, "fit_positions_cls": "FitPositionsSourceSolved", "free_parameters": 5, "inversion": "dense", "n_batch": 50, "n_live": 100, "priors": {"einstein_radius": "U(0.5, 4.0)", "others": "library-default Isothermal priors"}, "resumed": false, "test_mode": false, "use_jax": true, "variant": "source_plane_solved"}
backend
"jax_cpu"
hardware
{"cores": 8, "device": {"backend": "cpu", "cpu_count": 124, "device": "cpu:0", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "euclid-ral-gpu-2", "slurm_array_job_id": "367140", "slurm_array_task_id": "3", "slurm_job_id": "367446"}
precision
"fp64"
seed
3
dependency_revisions
{"autoarray": "9428eca2", "autofit": "404b3e5f7", "autogalaxy": "c9609825", "autolens": "21b520be4", "autonerves": "bf10410"}
library_version
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execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": 1.9380113480146974, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 50.38304305076599, "setup_s": null, "total_s": 58.97957983799279}
diagnostics
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comparison
{"declared_target": "simple/source_plane_solved/seed3", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": "output/searches/point_source/nautilus/simple/source_plane_solved/hpc_a100_jax_cpu_dense_fp64/seed_3/nautilus/bfcfe9793f8b2cfa915170d57974952f"}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "measured_at": "Not recorded in source result"}
results/searches/point_source/nautilus/simple/source_plane_solved/hpc_a100_jax_cpu_dense_fp64/search_seed4.json
parent_run_id
null
stage
null
target
"simple/source_plane_solved/seed4"
dataset
{"class": "point_source", "id": null, "instrument": "simple"}
model
"L5: Isothermal (5 free) + PointSolved source"
pipeline
null
sampler
"nautilus"
configuration
{"config_name": "hpc_a100_jax_cpu_dense_fp64", "cores": 8, "fit_positions_cls": "FitPositionsSourceSolved", "free_parameters": 5, "inversion": "dense", "n_batch": 50, "n_live": 100, "priors": {"einstein_radius": "U(0.5, 4.0)", "others": "library-default Isothermal priors"}, "resumed": false, "test_mode": false, "use_jax": true, "variant": "source_plane_solved"}
backend
"jax_cpu"
hardware
{"cores": 8, "device": {"backend": "cpu", "cpu_count": 124, "device": "cpu:0", "omp_num_threads": null, "xla_flags": "--xla_disable_hlo_passes=constant_folding --xla_gpu_autotune_level=0 --xla_gpu_enable_triton_gemm=false"}, "host": "euclid-ral-gpu-2", "slurm_array_job_id": "367140", "slurm_array_task_id": "4", "slurm_job_id": "367140"}
precision
"fp64"
seed
4
dependency_revisions
{"autoarray": "9428eca2", "autofit": "404b3e5f7", "autogalaxy": "c9609825", "autolens": "21b520be4", "autonerves": "bf10410"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": 1.940513722016476, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 58.50750803947449, "setup_s": null, "total_s": 67.16032414801884}
diagnostics
{"status": "available", "values": {"inversion_applies": false, "likelihood_evals": 4750, "likelihood_share": 0.0004068701458214967, "log_evidence": -7.171363991071475, "log_evidence_err_note": "nautilus 1.0.5 exposes no log_z_err; samples_info carries only log_evidence, total_samples, time and number_live_points.", "log_likelihood_at_truth": 15.902398430038737, "max_log_likelihood": 16.46678997877629, "per_call_s": 5.011570174247026e-06, "positions_info_present": false, "posterior": {"centre_0": {"lower_1": -0.04204305304460868, "median": -0.015202703809942616, "sigma": 0.025313908068376127, "upper_1": 0.008584763092143573}, "centre_1": {"lower_1": -0.04385515716199128, "median": -0.015818560715543373, "sigma": 0.02594592273742021, "upper_1": 0.008036688312849143}, "einstein_radius": {"lower_1": 1.5948994050053367, "median": 1.6047485261323444, "sigma": 0.010872921797065671, "upper_1": 1.616645248599468}, "ell_comps_0": {"lower_1": 0.04857850833216588, "median": 0.06434333621231575, "sigma": 0.017004965660044506, "upper_1": 0.08258843965225489}, "ell_comps_1": {"lower_1": -0.0001812031602880165, "median": 2.3331858448681895e-05, "sigma": 0.00022295095800914236, "upper_1": 0.00026469875573026825}}, "timing": {"batched": {"median_s": 0.0002505785087123513, "min_s": 0.00020097801461815834, "n": 200, "p16_s": 0.00023126800078898668, "p84_s": 0.0002849379670806229, "warmup": 10}, "compile_s": 1.940513722016476, "compile_single_s": 1.3289996769744903, "single": {"median_s": 0.0002128235064446926, "min_s": 0.00017350801499560475, "n": 200, "p16_s": 0.0001968390424735844, "p84_s": 0.00023722898913547397, "warmup": 10}, "vector": [0.0, 0.0, 0.0, 0.0, 2.25]}, "truth_delta_sigma": {"centre_0": -0.6005672363539504, "centre_1": -0.60967423959562, "einstein_radius": 0.4367295397660122, "ell_comps_0": 0.6887257227731847, "ell_comps_1": 0.10465018252005862}, "truths": {"centre_0": 0.0, "centre_1": 0.0, "einstein_radius": 1.6, "ell_comps_0": 0.05263157894736841, "ell_comps_1": 3.2227547345982974e-18}}}
comparison
{"declared_target": "simple/source_plane_solved/seed4", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": "output/searches/point_source/nautilus/simple/source_plane_solved/hpc_a100_jax_cpu_dense_fp64/seed_4/nautilus/a7d8d84b055356df0f0dbb3151d46885"}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "measured_at": "Not recorded in source result"}
results/searches/point_source/nautilus/simple/source_plane_solved/local_jax_cpu_dense_fp64/search_seed0.json
parent_run_id
null
stage
null
target
"simple/source_plane_solved/seed0"
dataset
{"class": "point_source", "id": null, "instrument": "simple"}
model
"L5: Isothermal (5 free) + PointSolved source"
pipeline
null
sampler
"nautilus"
configuration
{"config_name": "local_jax_cpu_dense_fp64", "cores": 8, "fit_positions_cls": "FitPositionsSourceSolved", "free_parameters": 5, "inversion": "dense", "n_batch": 50, "n_live": 100, "priors": {"einstein_radius": "U(0.5, 4.0)", "others": "library-default Isothermal priors"}, "resumed": false, "test_mode": false, "use_jax": true, "variant": "source_plane_solved"}
backend
"jax_cpu"
hardware
{"cores": 8, "device": {"backend": "cpu", "cpu_count": 8, "device": "cpu:0", "omp_num_threads": "8", "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
{"autoarray": "9428eca2", "autofit": "404b3e5f7", "autogalaxy": "c9609825", "autolens": "21b520be4", "autonerves": "0747524"}
library_version
"2026.8.17.1"
execution
{"completed": true, "reason": null, "status": "complete"}
scientific
{"acceptance": "not_assessed", "convergence": "not_assessed", "reason": "Exporter does not make scientific rulings; consult Cortex"}
timings
{"compile_s": 2.3335995999987063, "definitions": {"compile_s": "Separate likelihood warm-up probe; not added to total_s", "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 prior compile probe and dataset/model setup"}, "sampling_s": 60.43147277832031, "setup_s": null, "total_s": 69.44111120000161}
diagnostics
{"status": "available", "values": {"inversion_applies": false, "likelihood_evals": 4850, "likelihood_share": 0.0005765604992410397, "log_evidence": -7.15393737152383, "log_evidence_err_note": "nautilus 1.0.5 exposes no log_z_err; samples_info carries only log_evidence, total_samples, time and number_live_points.", "log_likelihood_at_truth": 15.902398430038737, "max_log_likelihood": 16.48568552789147, "per_call_s": 7.1840000236988995e-06, "positions_info_present": false, "posterior": {"centre_0": {"lower_1": -0.042168162458740985, "median": -0.01745342426499831, "sigma": 0.025797484788372165, "upper_1": 0.009426807118003344}, "centre_1": {"lower_1": -0.04336377661022215, "median": -0.018067299498348146, "sigma": 0.025791414665263825, "upper_1": 0.008219052720305502}, "einstein_radius": {"lower_1": 1.5945063508229387, "median": 1.6056260743312727, "sigma": 0.01115243788494824, "upper_1": 1.6168112265928352}, "ell_comps_0": {"lower_1": 0.047688746799381704, "median": 0.06559594956905983, "sigma": 0.01762818058418965, "upper_1": 0.082945107967761}, "ell_comps_1": {"lower_1": -0.00019838121507798325, "median": 2.4804878302780604e-05, "sigma": 0.00022114345613303174, "upper_1": 0.00024390569718808023}}, "timing": {"batched": {"median_s": 0.000359200001184945, "min_s": 0.0003099999994446989, "n": 200, "p16_s": 0.00033690000054775737, "p84_s": 0.000389000000723172, "warmup": 10}, "compile_s": 2.3335995999987063, "compile_single_s": 1.8172457000000577, "single": {"median_s": 0.0002923499996541068, "min_s": 0.0002471000007062685, "n": 200, "p16_s": 0.0002716999988479074, "p84_s": 0.0003206000001227949, "warmup": 10}, "vector": [0.0, 0.0, 0.0, 0.0, 2.25]}, "truth_delta_sigma": {"centre_0": -0.676555269173574, "centre_1": -0.7005160334489675, "einstein_radius": 0.5044703578995735, "ell_comps_0": 0.7354344119505386, "ell_comps_1": 0.11216645853565607}, "truths": {"centre_0": 0.0, "centre_1": 0.0, "einstein_radius": 1.6, "ell_comps_0": 0.05263157894736841, "ell_comps_1": 3.2227547345982974e-18}}}
comparison
{"declared_target": "simple/source_plane_solved/seed0", "group": null, "note": "Declared target is not a verified comparison group; no ranking"}
samples
{"access": "project-storage-not-published", "availability": "unknown", "note": "Committed results do not verify current archive/sample availability; unsafe absolute paths omitted", "path": "output/searches/point_source/nautilus/simple/source_plane_solved/local_jax_cpu_dense_fp64/seed_0/nautilus/b39f17cc6d57dba03e090e4d9682ce2b"}
measured_at
null
unknown_reasons
{"dataset.id": "Dataset content identity not recorded", "measured_at": "Not recorded in source result"}