Last check-in: not recorded yet.
Active campaigns
| Campaign | Status | Open tasks | Recent progress | Blockers | Job status | Next step | Reviewed |
|---|---|---|---|---|---|---|---|
| HST SLaM base backend parity | active | 1 | Project 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 evidence | Reconcile all seeds and stages with current project rows and Cortex before proposing another run. | 2026-10-04 |
| HST SLaM Delaunay variant | active | 0 | Delaunay 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 evidence | Retrieve or account for every rerun, failed seed and missing stage; preserve the archived comparison context. | 2026-10-04 |
| Point-source sampler admission | needs-decision | 1 | 2 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 evidence | Assess a bounded gradient-sampler admission proposal with the human; no new job is authorized. | 2026-10-04 |
| Graphical and EP inference coordination | needs-slicing | 3 | Mind 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 evidence | Reconcile current Cortex observations and shipped fixes, then select one bounded phase. | 2026-10-04 |
| Analytic Gaussian ensemble and control calibration | blocked | 0 | Cortex 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 evidence | Use Cortex planned diagnostic on passing, edge and worst seeds; retain the human conclusion there. | 2026-10-04 |
| N=50 NUTS versus three EP repeats | needs-decision | 0 | Cortex 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 evidence | Present the existing wave-2 proposal with current dependency evidence for decision. | 2026-10-04 |
| Hierarchical slope recovery at scale | blocked | 0 | Cortex 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 evidence | Verify 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 ladder | blocked | 0 | Cortex 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 evidence | Check implementation close-outs, then propose a seeded ladder with appropriate output and mean-field diagnostics. | 2026-10-04 |
Active tasks
| Task | Campaign | Status | Priority | Next step |
|---|---|---|---|---|
| Drop the 1e-3 prior centring for shear / multipole / ell_comps in the benchmark | slam-hst-base | blocked | normal | Verify 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 push | graphical-ep | needs-decision | high | Reconcile current Cortex records and human gates; this campaign map is never issued or bulk scheduled. |
| Expectation Propagation Scale-Up — Scoping | graphical-ep | needs-slicing | high | Reconcile completed wrapper work and Pulse profiling ownership before selecting a bounded remaining inference phase. |
| Graphical Model Scale-Up — Scoping | graphical-ep | needs-slicing | high | Reconcile current Cortex scale results and library dependencies; select one bounded inference phase with a witness. |
| NUTS/HMC trial on validated likelihoods | point-source-admission | needs-decision | normal | An unscoped idea, not permission to submit: reconcile point-source admission with imaging and weak-lensing candidate targets. |
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
autolens
imaging
Sampler candidates
Literature expectations, not measured PyAuto recommendations. Review a candidate and copy its investigation prompt.
dynesty
dynamic nested sampling · reviewed 2026-10-08
Expected uses
- Evidence and posterior baseline with adjustable effort allocation.
Limitations
- Prior transforms and likelihood-contour exploration need validation; no universal dimensional scaling advantage.
Integration: integrated: DynestyStatic and DynestyDynamic
Benchmark evidence: not_assessed: this literature review establishes no benchmark result
Investigation prompt
Nautilus
neural-network importance nested sampling · reviewed 2026-10-08
Expected uses
- Evidence and posterior estimation for expensive gradient-free likelihoods.
Limitations
- Learned proposal coverage and importance-weight stability need checking on unseen modes.
Integration: integrated: Nautilus
Benchmark evidence: not_assessed: this literature review establishes no benchmark result
Investigation prompt
pocoMC
flow-preconditioned Monte Carlo · reviewed 2026-10-08
Expected uses
- Posterior and evidence investigation for strongly correlated nonlinear targets.
Limitations
- Flow training, population coverage and evidence uncertainty need validation; check the pinned implementation against the 2022 method.
Integration: prospective: no PyAutoFit search wrapper found
Benchmark evidence: not_assessed: this literature review establishes no benchmark result
Investigation prompt
AO delaunay SLaM
← All inference setupsAO delaunay SLaM
autolens / imaging / delaunay · ao
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
- }
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
EUCLID delaunay SLaM
← All inference setupsEUCLID delaunay SLaM
autolens / imaging / delaunay · euclid
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
- }
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
HST Delaunay SLaM
← All inference setupsHST Delaunay SLaM
autolens / imaging / delaunay · hst
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 24 records
single search / pipeline parent · unknown · jax_gpu · seed 0 · archived
- Sampling
- unknown
- Fit call
- unknown
- Preparation
- unknown
- Initialization
- unknown
- Compilation
- unknown
- Likelihood evaluations
- unknown
- Sampler iterations
- unknown
- ESS
- unknown
- Free parameters
- unknown
- Maximum log likelihood
- unknown
Convergence: not_assessed · acceptance: not_assessed. Samples: unknown.
Sampler start: unknown · compilation: unknown · cache: unknown. Hardware: unknown.
Configuration, clock definitions and provenance
{
+Code: https://github.com/minaskar/pocomcHST Delaunay SLaM
← All inference setupsDelaunay
PyAutoLens / Imaging
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 24 records
single search / pipeline parent · unknown · jax_gpu · seed 0 · archived
- Sampling
- unknown
- Fit call
- unknown
- Preparation
- unknown
- Initialization
- unknown
- Compilation
- unknown
- Likelihood evaluations
- unknown
- Sampler iterations
- unknown
- ESS
- unknown
- Free parameters
- unknown
- Maximum log likelihood
- unknown
Convergence: not_assessed · acceptance: not_assessed. Samples: unknown.
Sampler start: unknown · compilation: unknown · cache: unknown. Hardware: unknown.
Configuration, clock definitions and provenance
{
"archived": true,
"backend": "jax_gpu",
"comparison": {
@@ -5320,7 +5308,72 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
JWST delaunay SLaM
← All inference setupsJWST delaunay SLaM
autolens / imaging / delaunay · jwst
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
AO delaunay SLaM
← All inference setupsDelaunay
PyAutoLens / Imaging
No recorded Delaunay results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
EUCLID delaunay SLaM
← All inference setupsDelaunay
PyAutoLens / Imaging
No recorded Delaunay results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST delaunay SLaM
← All inference setupsDelaunay
PyAutoLens / Imaging
No recorded Delaunay results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST_LW delaunay SLaM
← All inference setupsDelaunay
PyAutoLens / Imaging
No recorded Delaunay results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
HST Delaunay SLaM
← All inference setupsDelaunay (Numba)
PyAutoLens / Imaging
No recorded Delaunay (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
AO delaunay SLaM
← All inference setupsDelaunay (Numba)
PyAutoLens / Imaging
No recorded Delaunay (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
"excluded": [],
"expected": {
"reason": "No complete expected-run manifest; unrecorded jobs cannot be enumerated",
@@ -5333,7 +5386,7 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
JWST_LW delaunay SLaM
← All inference setupsJWST_LW delaunay SLaM
autolens / imaging / delaunay · jwst_lw
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
EUCLID delaunay SLaM
← All inference setupsDelaunay (Numba)
PyAutoLens / Imaging
No recorded Delaunay (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
"excluded": [],
"expected": {
"reason": "No complete expected-run manifest; unrecorded jobs cannot be enumerated",
@@ -5346,7 +5399,7 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
AO rectangular SLaM
← All inference setupsAO rectangular SLaM
autolens / imaging / rectangular · ao
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST delaunay SLaM
← All inference setupsDelaunay (Numba)
PyAutoLens / Imaging
No recorded Delaunay (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
"excluded": [],
"expected": {
"reason": "No complete expected-run manifest; unrecorded jobs cannot be enumerated",
@@ -5359,7 +5412,7 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
EUCLID rectangular SLaM
← All inference setupsEUCLID rectangular SLaM
autolens / imaging / rectangular · euclid
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST_LW delaunay SLaM
← All inference setupsDelaunay (Numba)
PyAutoLens / Imaging
No recorded Delaunay (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
"excluded": [],
"expected": {
"reason": "No complete expected-run manifest; unrecorded jobs cannot be enumerated",
@@ -5372,7 +5425,7 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
HST rectangular SLaM
← All inference setupsHST rectangular SLaM
autolens / imaging / rectangular · hst
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 26 records
single search / pipeline parent · unknown · jax_gpu · seed 0 · archived
- Sampling
- unknown
- Fit call
- unknown
- Preparation
- unknown
- Initialization
- unknown
- Compilation
- unknown
- Likelihood evaluations
- unknown
- Sampler iterations
- unknown
- ESS
- unknown
- Free parameters
- unknown
- Maximum log likelihood
- unknown
Convergence: not_assessed · acceptance: not_assessed. Samples: unknown.
Sampler start: unknown · compilation: unknown · cache: unknown. Hardware: unknown.
Configuration, clock definitions and provenance
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
HST rectangular SLaM
← All inference setupsRectangular
PyAutoLens / Imaging
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 26 records
single search / pipeline parent · unknown · jax_gpu · seed 0 · archived
- Sampling
- unknown
- Fit call
- unknown
- Preparation
- unknown
- Initialization
- unknown
- Compilation
- unknown
- Likelihood evaluations
- unknown
- Sampler iterations
- unknown
- ESS
- unknown
- Free parameters
- unknown
- Maximum log likelihood
- unknown
Convergence: not_assessed · acceptance: not_assessed. Samples: unknown.
Sampler start: unknown · compilation: unknown · cache: unknown. Hardware: unknown.
Configuration, clock definitions and provenance
{
"archived": true,
"backend": "jax_gpu",
"comparison": {
@@ -10578,7 +10631,7 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
JWST rectangular SLaM
← All inference setupsJWST rectangular SLaM
autolens / imaging / rectangular · jwst
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
AO rectangular SLaM
← All inference setupsRectangular
PyAutoLens / Imaging
No recorded Rectangular results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
"excluded": [],
"expected": {
"reason": "No complete expected-run manifest; unrecorded jobs cannot be enumerated",
@@ -10591,7 +10644,7 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
JWST_LW rectangular SLaM
← All inference setupsJWST_LW rectangular SLaM
autolens / imaging / rectangular · jwst_lw
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
EUCLID rectangular SLaM
← All inference setupsRectangular
PyAutoLens / Imaging
No recorded Rectangular results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
Coverage and limitations
{
"excluded": [],
"expected": {
"reason": "No complete expected-run manifest; unrecorded jobs cannot be enumerated",
@@ -10604,7 +10657,98 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Simple point source
← All inference setupsSimple point source
autolens / point_source / simple · simple
Captured revision de37acfe797465205128d45973af5e853c74a684 · evidence unknown · ok.
Integrity: ok · Freshness: freshness policy unspecified · evidence time unknown · Scientific qualification: 0/56 accepted by producer; remaining assessments shown below
Capture time: 2026-10-08T08:44:26Z · latest attempt: 2026-10-08T08:44:26Z · branch: main.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
nautilus · 6 records
single search / pipeline parent · unknown · jax_cpu · seed 0 · complete
- Sampling
- 56.6 s
- Fit call
- 1.09 min (65.2 s)
- Preparation
- unknown
- Initialization
- unknown
- Compilation
- 1.9 s
- Likelihood evaluations
- unknown
- Sampler iterations
- unknown
- ESS
- unknown
- Free parameters
- 5
- Maximum log likelihood
- 16.48568552789147
Convergence: not_assessed · acceptance: not_assessed. Samples: unknown.
Sampler start: unknown · compilation: unknown · cache: unknown. Hardware: unknown.
Configuration, clock definitions and provenance
{
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST rectangular SLaM
← All inference setupsRectangular
PyAutoLens / Imaging
No recorded Rectangular results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST_LW rectangular SLaM
← All inference setupsRectangular
PyAutoLens / Imaging
No recorded Rectangular results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
HST rectangular SLaM
← All inference setupsRectangular (Numba)
PyAutoLens / Imaging
No recorded Rectangular (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
AO rectangular SLaM
← All inference setupsRectangular (Numba)
PyAutoLens / Imaging
No recorded Rectangular (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
EUCLID rectangular SLaM
← All inference setupsRectangular (Numba)
PyAutoLens / Imaging
No recorded Rectangular (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST rectangular SLaM
← All inference setupsRectangular (Numba)
PyAutoLens / Imaging
No recorded Rectangular (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
JWST_LW rectangular SLaM
← All inference setupsRectangular (Numba)
PyAutoLens / Imaging
No recorded Rectangular (Numba) results for this instrument.
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
No current sampler measurements for this setup.
Historical project results · 0 records
No historical results.
Comparisons and parity groups
No comparison groups supplied for this setup.
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
+ }
+}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines
Evidence details
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: de37acfe797465205128d45973af5e853c74a684. Capture time: 2026-10-08T08:44:26Z. Latest attempt: 2026-10-08T08:44:26Z.
Simple point source
← All inference setupsSimple
PyAutoLens / Point Source
No accepted baseline selected
No explicitly accepted current baseline with frozen model/prior identities
Baseline runs and prepared problems
[]
Sampler results
nautilus · 6 records
single search / pipeline parent · unknown · jax_cpu · seed 0 · complete
- Sampling
- 56.6 s
- Fit call
- 1.09 min (65.2 s)
- Preparation
- unknown
- Initialization
- unknown
- Compilation
- 1.9 s
- Likelihood evaluations
- unknown
- Sampler iterations
- unknown
- ESS
- unknown
- Free parameters
- 5
- Maximum log likelihood
- 16.48568552789147
Convergence: not_assessed · acceptance: not_assessed. Samples: unknown.
Sampler start: unknown · compilation: unknown · cache: unknown. Hardware: unknown.
Configuration, clock definitions and provenance
{
"archived": false,
"backend": "jax_cpu",
"comparison": {
@@ -11985,7 +12129,7 @@
"records": 56,
"runs": 15
}
-}- No scientific acceptance or convergence inferred from process completion
- Sample archives remain in project storage; current availability unknown
- No evidence from the retired inference programme is imported
- Archived rows belong to this project's September 2026 runs and are historical, not current baselines