diff --git a/dashboard.html b/dashboard.html index d8ae410..b570c81 100644 --- a/dashboard.html +++ b/dashboard.html @@ -103,6 +103,23 @@ .board-nav-card:focus-visible{outline:3px solid var(--accent);outline-offset:3px} .board-nav-count{font-size:1.8rem;font-weight:700;line-height:1.15;color:var(--accent)} .board-nav-label{font-weight:650}.board-nav-context{font-size:.8rem;color:var(--muted)} + +/* Shared major-section disclosures; owner-provided summaries stay visible. */ +details.board-section{margin:1rem 0;border:1px solid var(--line);border-radius:10px;padding:0} +.board-section>summary{display:flex;align-items:center;gap:.65rem;flex-wrap:wrap;padding:1rem;cursor:pointer;list-style:none;min-height:48px} +.board-section>summary::-webkit-details-marker{display:none} +.board-section>summary::before{content:"▸";color:var(--accent);flex:none} +.board-section[open]>summary::before{content:"▾"} +.board-section>summary>h2{display:inline;margin:0;padding:0;border:0;flex:1;min-width:0;font-size:1.15rem} +.board-section>summary>h2::after{display:none} +.board-section>summary:focus-visible{outline:3px solid var(--accent);outline-offset:3px} +.board-section-body{padding:0 1rem 1rem;min-width:0} +.section-badge{font-size:.8rem;border:1px solid currentColor;border-radius:999px;padding:.15rem .55rem;white-space:normal} +.section-status-red{color:#b42318}.section-status-yellow{color:#8a5700}.section-status-green{color:#18733c} +.section-status-stale,.section-status-unknown{color:var(--muted)} +@media(prefers-color-scheme:dark){.section-status-red{color:#ff9188}.section-status-yellow{color:#eac15c}.section-status-green{color:#7bd49c}} +@media print{.board-section-body{display:block!important}.board-section>summary{break-after:avoid}} + /* --- sections ---------------------------------------------------------- */ h2{font-size:1.1rem;margin:2.1rem 0 .3rem;padding:0 0 .35rem;font-weight:650; position:relative;color:var(--accent);border-bottom:2px solid var(--edge)} @@ -296,7 +313,7 @@ #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

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Last updated 2026-10-07 10:39:27 UTC
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Last check-in: not recorded yet.

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

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.

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: e81d296bff98687c33fdc5ec57e36342e502a241. Capture time: 2026-10-06T14:44:00Z. Latest attempt: 2026-10-06T14:44:00Z.

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"}