diff --git a/campaigns.yaml b/campaigns.yaml index 9472fa9..c6fade6 100644 --- a/campaigns.yaml +++ b/campaigns.yaml @@ -1,110 +1,107 @@ version: 1 -last_checkin: '2026-10-08T06:59:54Z' +last_checkin: '2026-10-13T14:47:44Z' campaigns: - id: setup-baseline title: Setup baseline collection and scientific acceptance status: needs-decision - updated: '2026-10-07' - next: 'Specification merged as draft v1 (autolens_profiling#385, 2026-10-06; issue #384 closed). Six unknowns - remain: no frozen revisions/env lock; no collection authorization/window; hardware/affinity identity unselected; - each cell needs complete settings, input hashes, witness + tolerances; compile per-cell builder unavailable; - proposed fp64/mixed coverage is not evidence of support. Human freezes the manifest before separately - authorizing collection.' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/wiki/campaigns/setup_baseline.md + updated: '2026-10-13' + next: Draft unchanged; no frozen revisions/environment lock, selected hardware/affinity, complete per-cell + settings/input hashes/witness tolerances or collection authorization. Compile builder remains explicitly + unavailable. Resolve the manifest choices, then request separate collection authorization. + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/setup_baseline.md - id: point-source-image-cpu title: Point-source image plane · CPU status: active - updated: '2026-10-07' - next: 'Phases 1–4 shipped; completion evidence merged (autolens_profiling#373, 2026-10-04). Closing the epic is - the human''s call. Owed leftovers (RAL cleanup, test move, register_model grad-zero prompt, CI smoke cells, - constant_folding A/B, nopad deletion, quiet re-runs) are in the Mind draft point_source_cpu_campaign_owed_leftovers.md. - RAL leftover folders not re-listed 2026-10-07 (unverified).' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/results/notes/point_source_cpu_campaign.md#campaign-completion-evidence-2026-10-04 + updated: '2026-10-13' + next: 'No new committed campaign measurements. Phases 1–4 remain shipped; epic closure is a human decision. + Carried leftovers remain pending. RAL queue empty at review, but transfer preview timed out: cleanup folders + and unpulled results unverified. Select one owed cleanup/measurement phase only after review.' + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/results/notes/point_source_cpu_campaign.md#campaign-completion-evidence-2026-10-04 - id: point-source-image-gpu title: Point-source image plane · A100 status: needs-decision - updated: '2026-10-07' - next: 'Phase 0+1 shipped. Forward-mode gradient NaN (PyAutoLens#767) fixed by PyAutoLens#768 (merged 2026-10-04) - and released in 2026.10.7.1 (correctness). Remaining human decision: authorize the autolens_inference image-plane - fit measurement. Heart unit-test timing rose on the rewritten #768 test file; not a controlled cost comparison - (gradient_cost_probe is the instrument).' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/wiki/campaigns/point_source_gpu_breakdown.md + updated: '2026-10-13' + next: 'No new image-plane fit measurement found. Correctness fix #768 remains shipped; current libraries + now have release 2026.10.12.1, not a measured performance baseline. Image-plane admission measurement still + needs authorization. #411 merged 2026-10-13, recording the paired-round MDI reinterpretation; no new measurement.' + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/point_source_gpu_breakdown.md - id: point-source-source title: Point-source source plane status: parked - updated: '2026-10-07' - next: 'Core complete; parked. Nautilus leaf autolens_inference#17 merged 2026-10-02; no gradient-sampler leaf yet, - so Blackjax stays parked (admission not met). Warm-up task option (a) merged as autolens_profiling#374 (2026-10-04); - imaging cells and a release sweep remain.' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/wiki/campaigns/point_source_source_plane.md + updated: '2026-10-13' + next: 'Core remains parked; autolens_inference#21 reorganized setup evidence but added no point-source gradient + admission measurement. #408 merged median fields into 11 runtime cells; #412 merged 2026-10-13, completing + headline/repeat support. No new runtime sweep; keep Blackjax parked.' + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/point_source_source_plane.md - id: cluster-pointsolver title: Cluster PointSolver robustness and performance status: active - updated: '2026-10-04' - next: 'Unchanged since 2026-09-27; nothing issued or claimed. Wiki still points at the removed Mind draft (now - Pulse tasks/). Pick one bounded phase: observable-overflow invalid-result policy + CI witness, or a representative-data - baseline cell.' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/cluster_pointsolver.md + updated: '2026-10-13' + next: No campaign wiki/results change or new matching implementation claim found. Representative cluster + baseline and observable-overflow policy remain unstarted. Choose one bounded phase; inherited single-source + results do not qualify a representative cluster baseline. + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/cluster_pointsolver.md - id: interferometer title: Interferometer likelihood and streaming status: active - updated: '2026-10-07' - next: 'Decision matrix complete: last cell merged (autolens_profiling#372, 2026-10-04; 1.59e-3 nat CPU/A100 gap - accepted by the human). Streaming scaling phase 1 CPU rows merged (#375); 1e8 CPU and A100 rows need compute - authorization. fnnls memo back-off released in 2026.10.7.1 (PyAutoArray#615); the #332 after-measurement is - owed. Curvature preload and W~ FFT tasks unstarted.' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/wiki/campaigns/interferometer_likelihood.md + updated: '2026-10-13' + next: 'No new committed measurements. Decision matrix remains filled; streaming 1e8 CPU/A100 rows and the + #332 memo after-measurement still need authorization. #411 merged 2026-10-13: the historical numba kill + gate is INCONCLUSIVE (four rounds). Curvature preload needs the fixed-mapper science decision; FFT levers + remain unstarted.' + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/interferometer_likelihood.md - id: linear-solver title: Linear-solver accuracy and cost status: active - updated: '2026-10-08' - next: 'Programme question CLOSED by decision 2026-10-08 (decisions/linear-solver-mapper-default-jacobi.md): keep Jacobi as - the Mapper default, raw+polish for MGE-only, no library change. Phase 5 merged as autolens_profiling#401 (766f8202; #400 - superseded, corpus files out of git with sha256 + regenerate in the manifest, copies on RAL and the laptop); phases 3a/3b/4a - merged earlier (#394, #396, #398). Open evidence gaps, not tasks: wide-prior Mapper vectors, an interferometer corpus, - the n~1500 CPU batched/unbatched 4e-13 difference, rectangular criterion-2 failures. Campaign stays active for the - release re-runs of the solver cells; nothing issued.' + updated: '2026-10-13' + next: 'Retain the 2026-10-08 human decision: Jacobi for Mapper, raw+polish for MGE-only, no default change. + Project wiki still says decision pending (stale). No new solver measurements after the recorded phase-5 + results; release 2026.10.12.1 does not supply a rerun. Wide-prior/interferometer gaps remain evidence gaps, + not authorized tasks.' evidence: https://github.com/PyAutoLabs/PyAutoPulse/blob/main/decisions/linear-solver-mapper-default-jacobi.md - id: imaging title: Production imaging and likelihood breakdown status: active - updated: '2026-10-04' - next: 'No new results since the pin. Over-sampling phase 1: add --instrument production presets to the JAX Delaunay - cells (CPU smoke only); PyAutoArray#606 S/N over-sampling helper (in 2026.10.4.1) is new context. Post-certified - Blocked-by is stale (resolved 2026-09-27).' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/post_certified_breakdown.md + updated: '2026-10-13' + next: 'No new production-over-sampling or post-certified measurements. #408 now adds median headline fields + to runtime cells; #412 merged 2026-10-13 and extends remaining headline surfaces. Production presets, memo-blind + harness, cumulative MGE steps and quick-update costs remain separate pending work. Scope production-preset + phase 1 (CPU smoke only); A100 measurement separately authorized.' + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/post_certified_breakdown.md - id: measurement-tools title: Measurement reliability and profiling tools status: active - updated: '2026-10-08' - next: 'timing_noise_audit fix phases (1)-(4) MERGED 2026-10-08 (autolens_profiling#404, #405, #406, #407). The live Pulse - lens feed is the v2 catalogue.json (qualified hard-false), so none needed a Pulse change. Next: fix phase (5) median - headline + GPU-only marker, then (6) warm-up flag + witness band; leftovers phase 3b (C1/C3/C4/C5), Holm/Bonferroni - policy, gpu_bottleneck_map round bootstrap. Other tasks unchanged and unissued.' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/main/wiki/campaigns/measurement_tools.md + updated: '2026-10-13' + next: 'Timing-noise audit implementation complete: #410, #411, #412 merged 2026-10-13 in order (4abe4226, + 3cf6b2ce, 6108d029); issue #362 closed. Final inventory 35 SOUND including caveats / 3 FRAGILE / 0 UNSAFE-SILENT. + No fresh measurements or scientific acceptance. Next priority: resolve compile-builder capability and freeze + setup-baseline choices. C1/C11 sample counts, C5 estimators, GPU memo interpretation and fresh repeats + remain explicit domain follow-ups.' + evidence: https://github.com/PyAutoLabs/autolens_profiling/pull/412 - id: autofit title: PyAutoFit profiling bootstrap status: ready - updated: '2026-10-08' - next: 'Skeleton merged: autofit_profiling#1 (86c77345, 2026-10-07T21:17Z; AGENTS, hooks, hpc/sync, lint) under - search-extensibility B1 (PyAutoMind#492). B1 docs legs PyAutoHeart#292 and .github#34 still open 2026-10-08. - Porting unstarted; no producer registration until profiling-summary@2 is published (B4a).' + updated: '2026-10-13' + next: 'B1 registration is complete: Heart#292 and .github#34 merged 2026-10-08. autofit_profiling main remains + skeleton 86c77345: no exporter, harness or measurements, no Pulse fit registration. B4a remains next profiling + phase, subject to the search-extensibility epic handoff/review findings; then B4b. Do not restart the separate + B3 inference pilot.' evidence: https://github.com/PyAutoLabs/autofit_profiling/pull/1 - id: critical-curves title: Critical curves and evaluation grids status: needs-decision - updated: '2026-10-07' - next: 'Phase 3b cap fix shipped: PyAutoGalaxy#646 released in 2026.10.4.1 and autolens_workspace_test#343 merged - 2026-10-04. Remaining per the wiki Next line: investigate seed coverage/path completion before cluster engine - selection (human picks whether to scope it). Wiki page itself is stale (last edited 2026-10-02, still says #646 open).' - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/wiki/campaigns/critical_curves.md + updated: '2026-10-13' + next: 'No new campaign measurement. Phase 3b cap fix remains shipped; project wiki still incorrectly says + #646 awaits merge/release. Seed coverage and path completion remain unresolved; retain marching-squares + decision and ask the human whether to scope the next phase.' + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/critical_curves.md - id: certified-solver title: Certified positive solver status: parked - updated: '2026-10-04' - next: Parked by choice; wiki unchanged since ab1e4fd (2026-09-27). Its three library/workspace Mind drafts remain - in Mind. Retain parked; read the project ledger before proposing new work. - evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/certified_positive_solver.md + updated: '2026-10-13' + next: Parked unchanged. No new campaign evidence; existing C2/library/workspace drafts remain pending. Do + not infer admission from solver timing, and do not change default or restart the campaign. + evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/wiki/campaigns/certified_positive_solver.md tasks: - id: setup_baseline_campaign campaign: setup-baseline @@ -112,10 +109,11 @@ tasks: status: needs-decision priority: high path: tasks/setup_baseline_campaign.md - updated: '2026-10-07' - next: 'Specification merged as draft v1 (autolens_profiling#385, 2026-10-06). Human resolves the six recorded - unknowns and freezes the specification; collection requires separate compute authorization. The report prepares - evidence for human scientific review and never promotes baselines. CPU production arrays use ral only.' + updated: '2026-10-13' + next: Specification merged as draft v1 (autolens_profiling#385, 2026-10-06). Human resolves the six recorded + unknowns and freezes the specification; collection requires separate compute authorization. The report + prepares evidence for human scientific review and never promotes baselines. CPU production arrays use ral + only. issue: https://github.com/PyAutoLabs/autolens_profiling/issues/384 evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/baseline/campaign.json - id: runtime_cell_single_jit_gpu_warmup @@ -125,46 +123,46 @@ tasks: status: active priority: low path: tasks/runtime_cell_single_jit_gpu_warmup.md - updated: '2026-10-07' - next: 'Option (a) merged (autolens_profiling#374, 2026-10-04): full_pipeline_single_jit_median_ms (p10/p90) beside - unchanged single_jit; GPU headline labelled "first block after compile". Imaging release-sweep cells not wired. - No release sweep on main yet (results/ commits since 2026-10-04: #375 streaming rows, a README refactor), so the - new field has no sweep rows.' + updated: '2026-10-13' + next: '#408 merged 2026-10-09: median headline fields now wired into 11 runtime cells, superseding the old + imaging-not-wired note. #412 merged 2026-10-13 with remaining headline/repeat support. No new runtime sweep; + fresh median evidence still missing.' issue: https://github.com/PyAutoLabs/autolens_profiling/issues/371 evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/scripts/point_source_source/source_plane/likelihood_runtime_solved.py - id: timing_noise_audit campaign: measurement-tools title: Audit timing tests and profiling gates for measurement noise - status: active + status: complete priority: high path: tasks/timing_noise_audit.md - updated: '2026-10-08' - next: 'Fix phases (2)-(4) MERGED 2026-10-08 under human /prm: #405 dashboard qualification + drift wording; #406 A/B go/lever - rules gain INCONCLUSIVE + tie sets (shared ab_verdict.py; no published go/no-go/NO_LEVER changed; 7 of 9 committed C10 - sweeps are tie sets); #407 paired whole-round bootstrap (shared round_bootstrap.py; RAL CPU/A100 calls unchanged; one - laptop C6 row GO -> INCONCLUSIVE). Issue #362 stays open. Next: fix phase (5) P8/P9 (median headline, GPU-only marker), - then (6) P3/P5 (authorized --auto; not started at session end); leftovers phase 3b (C1/C3/C4/C5 lack intervals), - multiple-comparison policy, gpu_bottleneck_map.' + updated: '2026-10-13' + next: 'Timing-noise audit implementation complete: #410, #411, #412 merged 2026-10-13 in order (4abe4226, + 3cf6b2ce, 6108d029); issue #362 closed. Final inventory 35 SOUND including caveats / 3 FRAGILE / 0 UNSAFE-SILENT. + No fresh measurements or scientific acceptance. Next priority: resolve compile-builder capability and freeze + setup-baseline choices. C1/C11 sample counts, C5 estimators, GPU memo interpretation and fresh repeats + remain explicit domain follow-ups.' issue: https://github.com/PyAutoLabs/autolens_profiling/issues/362 - evidence: https://github.com/PyAutoLabs/autolens_profiling/pull/407 + evidence: https://github.com/PyAutoLabs/autolens_profiling/pull/412 - id: mge_likelihood_breakdown_steps_are_cumulative_an campaign: measurement-tools title: MGE likelihood_breakdown steps are cumulative and `linear_gaussians` is reported as 0 status: ready priority: low path: tasks/mge_likelihood_breakdown_steps_are_cumulative_an.md - updated: '2026-10-04' - next: Unchanged and unissued (no GitHub refs, 2026-10-04). Select one bounded step when measurement-tools is prioritised. + updated: '2026-10-13' + next: Unchanged and unissued (no GitHub refs, 2026-10-04). Select one bounded step when measurement-tools + is prioritised. - id: gradient_cost_probe campaign: measurement-tools - title: 'A gradient-cost probe: forward vs `value_and_grad` ms/eval and a strict FD check, on any registry cell' + title: 'A gradient-cost probe: forward vs `value_and_grad` ms/eval and a strict FD check, on any registry + cell' status: ready priority: low path: tasks/gradient_cost_probe.md - updated: '2026-10-07' - next: 'Unissued. New context 2026-10-07: Heart unit-test timing flagged PyAutoLens forward-gradient tests +150%/+96% - after PyAutoLens#768 rewrote that test file; not a controlled comparison, and this probe is the right instrument. - Select one bounded step when prioritised.' + updated: '2026-10-13' + next: 'Unissued. New context 2026-10-07: Heart unit-test timing flagged PyAutoLens forward-gradient tests + +150%/+96% after PyAutoLens#768 rewrote that test file; not a controlled comparison, and this probe is + the right instrument. Select one bounded step when prioritised.' evidence: https://github.com/PyAutoLabs/PyAutoLens/pull/768 - id: numba_breakdown_harness_memo_blind campaign: measurement-tools @@ -172,7 +170,7 @@ tasks: status: ready priority: medium path: tasks/numba_breakdown_harness_memo_blind.md - updated: '2026-10-04' + updated: '2026-10-13' next: Unchanged and unissued (PyAutoArray#496 closed 2026-08-27). Select one bounded step when prioritised. evidence: https://github.com/PyAutoLabs/PyAutoArray/issues/496 - id: search_settings_estimation_infrastructure @@ -181,7 +179,7 @@ tasks: status: ready priority: normal path: tasks/search_settings_estimation_infrastructure.md - updated: '2026-10-04' + updated: '2026-10-13' next: Unchanged and unissued (autolens_profiling#82 closed 2026-08-18). Select one bounded step when prioritised. evidence: https://github.com/PyAutoLabs/autolens_profiling/issues/82 - id: jax_compile_probe_needs_own_cell_builder @@ -190,20 +188,20 @@ tasks: status: ready priority: normal path: tasks/jax_compile_probe_needs_own_cell_builder.md - updated: '2026-10-04' - next: Unchanged and unissued; scripts/misc/jax_compile/probe.py still on main (run state unverified). Select one - bounded step when prioritised. + updated: '2026-10-13' + next: Unchanged and unissued; scripts/misc/jax_compile/probe.py still on main (run state unverified). Select + one bounded step when prioritised. evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/scripts/misc/jax_compile/probe.py - id: mass_field_flat_adoption_science_repos campaign: measurement-tools - title: 'Remaining code consumers move to the flat `fields=` form: profiling, inference, JOSS benchmarks, Reduce - prototypes' + title: 'Remaining code consumers move to the flat `fields=` form: profiling, inference, JOSS benchmarks, + Reduce prototypes' status: superseded priority: normal path: tasks/mass_field_flat_adoption_science_repos.md updated: '2026-10-04' - next: 'Superseded confirmed 2026-10-04: all five refs closed/merged 2026-09-18/19, nothing open. Historical umbrella; - do not issue it again.' + next: 'Superseded confirmed 2026-10-04: all five refs closed/merged 2026-09-18/19, nothing open. Historical + umbrella; do not issue it again.' - id: mge_nnls_fix_pyautoarray_571_slam_60 campaign: linear-solver title: 'Linear-solver programme phase 3: GPU/vmap/A100 timing and parity rows for the solver corpus' @@ -213,7 +211,8 @@ tasks: updated: '2026-10-08' issue: https://github.com/PyAutoLabs/autolens_profiling/issues/399 next: 'Complete 2026-10-08: phases 3a (#394), 3b (#396), 4a (#398) and 5 (#401) merged; Mind records complete/2026/10/linear-solver-p{3a-a100-parity,3b-gpu-timing,4a-jacobi-a100-divergence,5-mapper-corpus}.md. - Human decision recorded in decisions/linear-solver-mapper-default-jacobi.md. Revisit conditions live there; no follow-up issued.' + Human decision recorded in decisions/linear-solver-mapper-default-jacobi.md. Revisit conditions live there; + no follow-up issued.' evidence: https://github.com/PyAutoLabs/autolens_profiling/pull/401 - id: autofit_profiling_bootstrap campaign: autofit @@ -221,11 +220,11 @@ tasks: status: ready priority: normal path: tasks/autofit_profiling_bootstrap.md - updated: '2026-10-08' - next: Adopted by the search-extensibility epic (Mind draft/research/autofit/search_extensibility_epic.md); - skeleton merged as autofit_profiling#1 (2026-10-07T21:17Z) under PyAutoMind#492 (B1). Next is B4a (search.fit breakdown exporter, Pulse fit row, epic-1 - bottleneck table), then B4b (EP/graphical baseline port). No producer registration until profiling-summary@2 - is published (B4a). + updated: '2026-10-13' + next: 'B1 registration is complete: Heart#292 and .github#34 merged 2026-10-08. autofit_profiling main remains + skeleton 86c77345: no exporter, harness or measurements, no Pulse fit registration. B4a remains next profiling + phase, subject to the search-extensibility epic handoff/review findings; then B4b. Do not restart the separate + B3 inference pilot.' evidence: https://github.com/PyAutoLabs/autofit_profiling - id: cluster_pointsolver_speed campaign: cluster-pointsolver @@ -233,7 +232,7 @@ tasks: status: ready priority: normal path: tasks/cluster_pointsolver_speed.md - updated: '2026-10-04' + updated: '2026-10-13' next: 'Unissued, no claim. Pick one bounded phase per Mind epics.md: observable-overflow invalid-result policy + CI witness, or a representative-data baseline cell.' - id: imaging_production_over_sampling @@ -242,20 +241,21 @@ tasks: status: ready priority: normal path: tasks/imaging_production_over_sampling.md - updated: '2026-10-04' + updated: '2026-10-13' next: 'Phase 1 (workspace-only): --instrument euclid|hst presets for the JAX Delaunay runtime/breakdown cells, keeping flat-1 selectable; CPU smoke only. A100 re-measure is a separate compute-authorized phase.' evidence: https://github.com/PyAutoLabs/PyAutoArray/pull/606 - id: interferometer_decision_matrix_last_cell campaign: interferometer - title: Interferometer decision matrix — fill the last cell (CPU rect 39² at alma_high r5.0) and flip the wiki - row to shipped + title: Interferometer decision matrix — fill the last cell (CPU rect 39² at alma_high r5.0) and flip the + wiki row to shipped status: complete priority: normal path: tasks/interferometer_decision_matrix_last_cell.md updated: '2026-10-07' - next: 'Complete: autolens_profiling#372 merged 2026-10-04 (RAL 375978_3; 1.59e-3 nat CPU/A100 gap accepted by the - human). Every decision-matrix cell is filled. Caveat retained: the gap may be F/D on older revisions rather than solver.' + next: 'Complete: autolens_profiling#372 merged 2026-10-04 (RAL 375978_3; 1.59e-3 nat CPU/A100 gap accepted + by the human). Every decision-matrix cell is filled. Caveat retained: the gap may be F/D on older revisions + rather than solver.' issue: https://github.com/PyAutoLabs/autolens_profiling/issues/369 evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/wiki/campaigns/interferometer_likelihood.md - id: interferometer_fixed_mapper_curvature_preload @@ -264,8 +264,9 @@ tasks: status: ready priority: normal path: tasks/interferometer_fixed_mapper_curvature_preload.md - updated: '2026-10-07' - next: Phase 1 Mind draft (2026-10-04) still unstarted; run it through start_dev. Human science call first - no production SLaM stage holds the mapper fixed today. + updated: '2026-10-13' + next: Phase 1 Mind draft (2026-10-04) still unstarted; run it through start_dev. Human science call first + - no production SLaM stage holds the mapper fixed today. evidence: https://github.com/PyAutoLabs/PyAutoMind/blob/55a453cf/draft/feature/autoarray/interferometer_curvature_preload_phase1.md - id: interferometer_nnls_memo_scattered_stream_guard campaign: interferometer @@ -273,7 +274,7 @@ tasks: status: active priority: medium path: tasks/interferometer_nnls_memo_scattered_stream_guard.md - updated: '2026-10-07' + updated: '2026-10-13' next: 'Library half shipped: PyAutoArray#615 (closes #613) merged 2026-10-06, in 2026.10.7.1. Local solver-only witness (n=576): iid memo on/off 1.49x → 1.17x; walk 0.18x unchanged. Owed: re-run the autolens_profiling#332 ALMA Delaunay 2.17x after-measurement (needs compute authorization).' @@ -285,7 +286,7 @@ tasks: status: active priority: high path: tasks/interferometer_streaming_scaling.md - updated: '2026-10-07' + updated: '2026-10-13' next: 'Phase 1 CPU cells + results/streaming_scaling rows merged (autolens_profiling#375, 2026-10-04); wiki/campaigns/interferometer_streaming.md. Optional: 1e8 CPU row and A100 rows (compute authorization). Library candidate unfiled: chunk transformer.image_from in apply_sparse_operator (memory).' @@ -293,12 +294,12 @@ tasks: evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/wiki/campaigns/interferometer_streaming.md - id: interferometer_w_tilde_fft_size_levers campaign: interferometer - title: 'Interferometer W~ curvature matrix is FFT-bound on the mask extent: pruned padded FFT and real-space pixel - scale on the A100' + title: 'Interferometer W~ curvature matrix is FFT-bound on the mask extent: pruned padded FFT and real-space + pixel scale on the A100' status: ready priority: normal path: tasks/interferometer_w_tilde_fft_size_levers.md - updated: '2026-10-04' + updated: '2026-10-13' next: Unstarted (no PR/issue/branch/results, 2026-10-04). Select one bounded step when prioritised. - id: point_solver_profiling_cells campaign: cluster-pointsolver @@ -306,18 +307,19 @@ tasks: status: ready priority: normal path: tasks/point_solver_profiling_cells.md - updated: '2026-10-04' - next: 'Unissued, no claim. Candidate first cell: a representative-data cluster likelihood_runtime baseline (single-source - preset).' + updated: '2026-10-13' + next: 'Unissued, no claim. Candidate first cell: a representative-data cluster likelihood_runtime baseline + (single-source preset).' - id: point_source_image_plane_gpu_breakdown campaign: point-source-image-gpu title: 'Point-source A100 speed-up campaign: profile and optimize with the shared breakdown' status: needs-decision priority: high path: tasks/point_source_image_plane_gpu_breakdown.md - updated: '2026-10-07' - next: 'Forward-mode NaN (PyAutoLens#767) closed: fixed by PyAutoLens#768 (merged 2026-10-04, 0659903d4), released - in 2026.10.7.1. The autolens_inference image-plane fit measurement still awaits human authorisation.' + updated: '2026-10-13' + next: 'No new image-plane fit measurement found. Correctness fix #768 remains shipped; current libraries + now have release 2026.10.12.1, not a measured performance baseline. Image-plane admission measurement still + needs authorization. #411 merged 2026-10-13, recording the paired-round MDI reinterpretation; no new measurement.' issue: https://github.com/PyAutoLabs/PyAutoLens/issues/767 evidence: https://github.com/PyAutoLabs/PyAutoLens/pull/768 - id: point_source_source_plane_chi_squared_speed @@ -326,9 +328,9 @@ tasks: status: blocked priority: low path: tasks/point_source_source_plane_chi_squared_speed.md - updated: '2026-10-04' - next: 'Still blocked: gradient-sampler admission not met (autolens_inference has only the Nautilus source-plane - leaf, #17 merged 2026-10-02). Blackjax stays parked.' + updated: '2026-10-13' + next: 'Still blocked on a point-source gradient-sampler admission measurement. Inference #21 is setup organization, + not that measurement. Keep parked.' evidence: https://github.com/PyAutoLabs/autolens_inference/pull/17 - id: pointsolver_cpu_speed_campaign_remainder campaign: point-source-image-cpu @@ -336,10 +338,10 @@ tasks: status: ready priority: low path: tasks/pointsolver_cpu_speed_campaign_remainder.md - updated: '2026-10-07' - next: 'Completion evidence merged (autolens_profiling#373, 2026-10-04). Still owed, via Mind draft draft/maintenance/autolens/point_source_cpu_campaign_owed_leftovers.md: - RAL cleanup, test move, register_model grad-zero prompt, CI smoke cells, constant_folding A/B, nopad deletion, - quiet re-runs.' + updated: '2026-10-13' + next: 'No new committed campaign measurements. Phases 1–4 remain shipped; epic closure is a human decision. + Carried leftovers remain pending. RAL queue empty at review, but transfer preview timed out: cleanup folders + and unpulled results unverified. Select one owed cleanup/measurement phase only after review.' issue: https://github.com/PyAutoLabs/autolens_profiling/issues/370 evidence: https://github.com/PyAutoLabs/autolens_profiling/blob/719459fefb40c7e5be157f652818dbf923830557/results/notes/point_source_cpu_campaign.md#campaign-completion-evidence-2026-10-04 - id: post_certified_solver_likelihood_breakdown @@ -348,7 +350,7 @@ tasks: status: needs-slicing priority: normal path: tasks/post_certified_solver_likelihood_breakdown.md - updated: '2026-10-04' + updated: '2026-10-13' next: 'Blocked-by is stale: resolved 2026-09-27 (PyAutoArray#567 in 2026.9.26.1). Unissued; scope one bounded phase from the full task contract.' evidence: https://github.com/PyAutoLabs/PyAutoArray/pull/567 @@ -358,9 +360,9 @@ tasks: status: ready priority: low path: tasks/profile_lens_aggregator_needs_config_dir.md - updated: '2026-10-04' - next: 'Unchanged: workspace_developer main still has no root config/ (bug presumed live, not re-run). Select one - bounded step when prioritised.' + updated: '2026-10-13' + next: 'Unchanged: workspace_developer main still has no root config/ (bug presumed live, not re-run). Select + one bounded step when prioritised.' evidence: https://github.com/PyAutoLabs/PyAutoFit/issues/1582 - id: gradient_pixelization_pin_residual_drift campaign: measurement-tools @@ -368,7 +370,7 @@ tasks: status: ready priority: normal path: tasks/gradient_pixelization_pin_residual_drift.md - updated: '2026-10-04' + updated: '2026-10-13' next: Unchanged and unissued (PyAutoArray#490 merged 2026-08-26). Select one bounded step when prioritised. evidence: https://github.com/PyAutoLabs/PyAutoArray/pull/490 - id: pair_jax_xla_env_vars_with_measured @@ -377,16 +379,16 @@ tasks: status: ready priority: high path: tasks/pair_jax_xla_env_vars_with_measured.md - updated: '2026-10-07' - next: 'Unchanged and unissued. Context: the jax-version policy is now released (2026.10.7.1 libraries require Nerves - with the JAX deadlock exclusions). Select one bounded step when prioritised.' + updated: '2026-10-13' + next: 'Unchanged and unissued. Context: the jax-version policy is now released (2026.10.7.1 libraries require + Nerves with the JAX deadlock exclusions). Select one bounded step when prioritised.' - id: quick_update_plotting_cost campaign: imaging title: Quick-update plotting cost — minutes per update, and it is not JAX compile status: ready priority: medium path: tasks/quick_update_plotting_cost.md - updated: '2026-10-04' - next: Unchanged; targets PyAutoLens/PyAutoGalaxy (PyAutoLens#680 closed 2026-07-31, no follow-up issue). Select - one bounded step when prioritised. + updated: '2026-10-13' + next: Unchanged; targets PyAutoLens/PyAutoGalaxy (PyAutoLens#680 closed 2026-07-31, no follow-up issue). + Select one bounded step when prioritised. evidence: https://github.com/PyAutoLabs/PyAutoLens/issues/680 diff --git a/checkins/2026-10-13.md b/checkins/2026-10-13.md new file mode 100644 index 0000000..8687436 --- /dev/null +++ b/checkins/2026-10-13.md @@ -0,0 +1,123 @@ +# Profiling check-in — 2026-10-13 + +Reviewed at 2026-10-13T14:47:44Z. Previous full check-in: 2026-10-08T06:59:54Z. +The ledger already included later 8 October events, and open Pulse PR #48 held a +9 October task-only update. This review retains both; it does not claim those +already recorded events as new measurements. + +## Verified sources and limits + +- [Profiling main](https://github.com/PyAutoLabs/autolens_profiling/tree/4db4d988e520a82219152743748c3188d485a4ba): + only results notes changed after #407; no new committed measurement JSON. + `gh run list --workflow profile.yml --limit 5` returned no runs. This does not + establish that no measurements exist outside GitHub. +- [Current catalogue](https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/dashboard/catalogue.json): + 112 indexed records, 0 qualified, 0 comparisons, generated 2026-10-09T10:50:50Z. + `evidence_updated_at` and `valid_until` are null: no common measurement clock + and no freshness policy. Render/fetch/review dates do not re-age evidence. +- [Source routes](https://github.com/PyAutoLabs/autolens_profiling/blob/4db4d988e520a82219152743748c3188d485a4ba/catalogue/script_routes.json): + per-cell compile builder unavailable. Archived compile results do not make it executable. +- Brain profiling conductor, run locally on 2026-10-13: runtime triage scanned + 334 files, no findings; compile triage read 25 pins, no findings. These are + limited results over stored evidence, not proof of current-release performance. +- [Lens release 2026.10.12.1](https://github.com/PyAutoLabs/PyAutoLens/releases/tag/2026.10.12.1), + [Array](https://github.com/PyAutoLabs/PyAutoArray/releases/tag/2026.10.12.1) and + [Galaxy](https://github.com/PyAutoLabs/PyAutoGalaxy/releases/tag/2026.10.12.1) + published 12 October. No matching fresh profiling sweep was verified. +- Project driver `hpc/sync jobs` succeeded and returned an empty current queue. + `hpc/sync status` preview timed out at 25 seconds, after listing log changes + and starting the output scan. Nothing was pulled; historical jobs, unpulled + results and cleanup directories remain unverified. An empty queue is not completion. +- [Mind claims](https://github.com/PyAutoLabs/PyAutoMind/blob/35281b1d/active.md) + reserve autolens_profiling for the three timing-audit PRs awaiting merge. + No Pulse claim is present. Heart helper: Release STALE; monitoring RED, + score 37/100, 256 unresolved. This is not a profiling regression verdict. + +## Campaign review + +| Campaign | Verified change / current state / next step | +|---|---| +| Setup baseline collection and scientific acceptance | Draft unchanged; no frozen revisions/environment lock, selected hardware/affinity, complete per-cell settings/input hashes/witness tolerances or collection authorization. Compile builder remains explicitly unavailable. Resolve the manifest choices, then request separate collection authorization. | +| Point-source image plane · CPU | No new committed campaign measurements. Phases 1–4 remain shipped; epic closure is a human decision. Carried leftovers remain pending. RAL queue empty at review, but transfer preview timed out: cleanup folders and unpulled results unverified. Select one owed cleanup/measurement phase only after review. | +| Point-source image plane · A100 | No new image-plane fit measurement found. Correctness fix #768 remains shipped; current libraries now have release 2026.10.12.1, not a measured performance baseline. Image-plane admission measurement still needs authorization. #411 proposes reinterpreting the old GPU memo MDI evidence; it remains unmerged. | +| Point-source source plane | Core remains parked; autolens_inference#21 reorganized setup evidence but added no point-source gradient admission measurement. #408 merged median fields into 11 runtime cells; #412 completes remaining headline/repeat support but is open. No new runtime sweep; keep Blackjax parked. | +| Cluster PointSolver robustness and performance | No campaign wiki/results change or new matching implementation claim found. Representative cluster baseline and observable-overflow policy remain unstarted. Choose one bounded phase; inherited single-source results do not qualify a representative cluster baseline. | +| Interferometer likelihood and streaming | No new committed measurements. Decision matrix remains filled; streaming 1e8 CPU/A100 rows and the #332 memo after-measurement still need authorization. #411 proposes making the historical numba kill gate INCONCLUSIVE (four rounds); it is unmerged. Curvature preload needs the fixed-mapper science decision; FFT levers remain unstarted. | +| Linear-solver accuracy and cost | Retain the 2026-10-08 human decision: Jacobi for Mapper, raw+polish for MGE-only, no default change. Project wiki still says decision pending (stale). No new solver measurements after the recorded phase-5 results; release 2026.10.12.1 does not supply a rerun. Wide-prior/interferometer gaps remain evidence gaps, not authorized tasks. | +| Production imaging and likelihood breakdown | No new production-over-sampling or post-certified measurements. #408 now adds median headline fields to runtime cells; #412 extends remaining surfaces but is unmerged. Production presets, memo-blind harness, cumulative MGE steps and quick-update costs remain separate pending work. Scope production-preset phase 1 (CPU smoke only); A100 measurement separately authorized. | +| Measurement reliability and profiling tools | #408/#409 merged 2026-10-09. #410 -> #411 -> #412 remain OPEN, lint SUCCESS at reviewed heads ffddf755/a5de4d49/9ce9a132; Mind claims all three awaiting merge. Review flagged statistical/estimator decisions, then human /prm in order. Issue #362 stays open. No new measurement JSON; v2 catalogue remains 0 qualified / 112 records, 0 comparisons. | +| PyAutoFit profiling bootstrap | B1 registration is complete: Heart#292 and .github#34 merged 2026-10-08. autofit_profiling main remains skeleton 86c77345: no exporter, harness or measurements, no Pulse fit registration. B4a remains next profiling phase, subject to the search-extensibility epic handoff/review findings; then B4b. Do not restart the separate B3 inference pilot. | +| Critical curves and evaluation grids | No new campaign measurement. Phase 3b cap fix remains shipped; project wiki still incorrectly says #646 awaits merge/release. Seed coverage and path completion remain unresolved; retain marching-squares decision and ask the human whether to scope the next phase. | +| Certified positive solver | Parked unchanged. No new campaign evidence; existing C2/library/workspace drafts remain pending. Do not infer admission from solver timing, and do not change default or restart the campaign. | + +## Open PRs and proposed priority order + +1. Review the timing-audit stack, then human merge in order: + [#410](https://github.com/PyAutoLabs/autolens_profiling/pull/410) + `ffddf755`, [#411](https://github.com/PyAutoLabs/autolens_profiling/pull/411) + `a5de4d49`, [#412](https://github.com/PyAutoLabs/autolens_profiling/pull/412) + `9ce9a132`. All three open, lint SUCCESS when checked. Existing independent + review reports are historical evidence; this check-in did not repeat a code review. + Preserve the flagged choices: C1 four repeats vs five-round minimum; C5's + two-estimator rule; C11 four rounds vs a separately authorized rerun; + GPU memo readings under paired-round MDI; headline/wall/repeat choices in #412. + Re-analysis is not a new hardware measurement. No merge authorized here. +2. Resolve the compile-builder gap and freeze the setup-baseline specification. + First choose runtime-only scope or a bounded compile-builder implementation; + then freeze immutable software/environment, hardware, dataset hashes, models, + precision, cache state, synchronization/repetitions and correctness witnesses. + Preparation needs engineering/review; compute is separately authorized. +3. Plan the owed interferometer memo after-measurement on the same ALMA Delaunay + setup and matched hardware/settings. This would test whether the released + back-off fixes the original workload; the solver-only witness cannot answer it. + A quiet CPU allocation and explicit compute authorization are needed. +4. Prepare production imaging presets and representative cluster baselines, + one bounded task at a time after the current profiling claims clear. CPU smoke + validates instrumentation; any CPU/A100 timing allocation is a separate phase. +5. Coordinate autofit B4a with its existing epic; preserve parked source-plane + and certified-solver work. GPU admission, streaming extensions and critical-curve + seed/path experiments require a specific human choice before execution. + +## Related handoffs and stale prose + +- [Autofit skeleton](https://github.com/PyAutoLabs/autofit_profiling/tree/86c77345) + unchanged; [Heart #292](https://github.com/PyAutoLabs/PyAutoHeart/pull/292) and + [.github #34](https://github.com/PyAutoLabs/.github/pull/34) merged 8 October. + B4a remains unstarted. The [epic](https://github.com/PyAutoLabs/PyAutoMind/blob/35281b1d/draft/research/autofit/search_extensibility_epic.md) + records post-merge review findings and recovery history; do not restart B3's pilot. +- [Inference #21](https://github.com/PyAutoLabs/autolens_inference/pull/21) + reorganized frozen setup evidence; it supplied neither a new image-plane fit + measurement nor a point-source gradient admission measurement. +- Linear-solver wiki's decision-pending text is superseded by the + [8 October human decision](../decisions/linear-solver-mapper-default-jacobi.md). + Critical-curves wiki still says the cap fix is unmerged; GPU wiki still names + the fixed forward-gradient NaN. These project prose discrepancies are flagged, + not silently rewritten during a Pulse check-in. +- All 24 open Pulse tasks reviewed; completed/superseded task states retained. + Pending task contracts are unchanged except for dated evidence/next-step notes. + +## Comparison discipline + +No new speedup or regression is asserted. Existing results span laptop WSL CPU, +RAL Xeon/EPYC and A100; they cannot be pooled. Software Git revisions (including +JAX/jaxlib), dataset/model/over-sampling/solver settings, precision, cache state, +thread placement and measurement estimator must match before a timing claim. +Legacy block means and new per-call medians remain distinct series. Keep cold +compile/first-call/warm-up separate from steady runtime, solver-only timings +separate from complete likelihood cost, and RSS separate from device memory. + +No jobs, releases, baseline/default changes or campaign acceptance were authorized +or performed by this check-in. PR publication does not merge the ledger. + + +## Subsequent authorized action — 2026-10-13 + +After this check-in the human approved the priority order and explicitly said +“Merge all four when green.” Profiling #410, #411 and #412 merged unchanged in +order, with all exact-head Actions runs/jobs successful. Issue #362 closed; +Mind's three records are complete and claims released. This supersedes the +open-PR status in the review-time table above without changing that historical +review or measurement timestamps. Pulse #48 carries this follow-up as well. +The audit implementation is complete; the campaign remains active for its other +tools and the deliberately unresolved domain choices. No compute or scientific +acceptance follows from these merges. diff --git a/dashboard.html b/dashboard.html index c5c5987..7e81832 100644 --- a/dashboard.html +++ b/dashboard.html @@ -645,7 +645,7 @@ Work on GitHub: - PyAutoPulse: https://github.com/PyAutoLabs/PyAutoPulse - autolens_profiling: https://github.com/PyAutoLabs/autolens_profiling
Last updated 2026-10-13 14:58:08 UTC
↻ Update

-

Active campaigns

CampaignStatusLinks
Setup baseline collection and scientific acceptance
1 task · next step

Specification merged as draft v1 (autolens_profiling#385, 2026-10-06; issue #384 closed). Six unknowns remain: no frozen revisions/env lock; no collection authorization/window; hardware/affinity identity unselected; each cell needs complete settings, input hashes, witness + tolerances; compile per-cell builder unavailable; proposed fp64/mixed coverage is not evidence of support. Human freezes the manifest before separately authorizing collection.

Reviewed 2026-10-07

Active tasks

Freeze the setup baseline specification, then collect and review evidence↗

needs-decision · high

Specification merged as draft v1 (autolens_profiling#385, 2026-10-06). Human resolves the six recorded unknowns and freezes the specification; collection requires separate compute authorization. The report prepares evidence for human scientific review and never promotes baselines. CPU production arrays use ral only.

needs-decision
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Point-source image plane · CPU
1 task · next step

Phases 1–4 shipped; completion evidence merged (autolens_profiling#373, 2026-10-04). Closing the epic is the human's call. Owed leftovers (RAL cleanup, test move, register_model grad-zero prompt, CI smoke cells, constant_folding A/B, nopad deletion, quiet re-runs) are in the Mind draft point_source_cpu_campaign_owed_leftovers.md. RAL leftover folders not re-listed 2026-10-07 (unverified).

Reviewed 2026-10-07

Active tasks

active
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Point-source image plane · A100
1 task · next step

Phase 0+1 shipped. Forward-mode gradient NaN (PyAutoLens#767) fixed by PyAutoLens#768 (merged 2026-10-04) and released in 2026.10.7.1 (correctness). Remaining human decision: authorize the autolens_inference image-plane fit measurement. Heart unit-test timing rose on the rewritten #768 test file; not a controlled cost comparison (gradient_cost_probe is the instrument).

Reviewed 2026-10-07

Active tasks

needs-decision
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Point-source source plane
2 tasks · next step

Core complete; parked. Nautilus leaf autolens_inference#17 merged 2026-10-02; no gradient-sampler leaf yet, so Blackjax stays parked (admission not met). Warm-up task option (a) merged as autolens_profiling#374 (2026-10-04); imaging cells and a release sweep remain.

Reviewed 2026-10-07

Active tasks

Runtime cells' A100 `single_jit` includes the post-compile warm-up — source-plane 0.642 ms vs a steady 0.267 ms on the same node↗

active · low

Option (a) merged (autolens_profiling#374, 2026-10-04): full_pipeline_single_jit_median_ms (p10/p90) beside unchanged single_jit; GPU headline labelled "first block after compile". Imaging release-sweep cells not wired. No release sweep on main yet (results/ commits since 2026-10-04: #375 streaming rows, a README refactor), so the new field has no sweep rows.

parked
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Cluster PointSolver robustness and performance
2 tasks · next step

Unchanged since 2026-09-27; nothing issued or claimed. Wiki still points at the removed Mind draft (now Pulse tasks/). Pick one bounded phase: observable-overflow invalid-result policy + CI witness, or a representative-data baseline cell.

Reviewed 2026-10-04

Active tasks

active
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Interferometer likelihood and streaming
4 tasks · next step

Decision matrix complete: last cell merged (autolens_profiling#372, 2026-10-04; 1.59e-3 nat CPU/A100 gap accepted by the human). Streaming scaling phase 1 CPU rows merged (#375); 1e8 CPU and A100 rows need compute authorization. fnnls memo back-off released in 2026.10.7.1 (PyAutoArray#615); the #332 after-measurement is owed. Curvature preload and W~ FFT tasks unstarted.

Reviewed 2026-10-07

Active tasks

active
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Linear-solver accuracy and cost
0 tasks · next step

Programme question CLOSED by decision 2026-10-08 (decisions/linear-solver-mapper-default-jacobi.md): keep Jacobi as the Mapper default, raw+polish for MGE-only, no library change. Phase 5 merged as autolens_profiling#401 (766f8202; #400 superseded, corpus files out of git with sha256 + regenerate in the manifest, copies on RAL and the laptop); phases 3a/3b/4a merged earlier (#394, #396, #398). Open evidence gaps, not tasks: wide-prior Mapper vectors, an interferometer corpus, the n~1500 CPU batched/unbatched 4e-13 difference, rectangular criterion-2 failures. Campaign stays active for the release re-runs of the solver cells; nothing issued.

Reviewed 2026-10-08

Active tasks

No open tasks.

active
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Production imaging and likelihood breakdown
3 tasks · next step

No new results since the pin. Over-sampling phase 1: add --instrument production presets to the JAX Delaunay cells (CPU smoke only); PyAutoArray#606 S/N over-sampling helper (in 2026.10.4.1) is new context. Post-certified Blocked-by is stale (resolved 2026-09-27).

Reviewed 2026-10-04

Active tasks

active
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Measurement reliability and profiling tools
9 tasks · next step

timing_noise_audit fix phases (1)-(4) MERGED 2026-10-08 (autolens_profiling#404, #405, #406, #407). The live Pulse lens feed is the v2 catalogue.json (qualified hard-false), so none needed a Pulse change. Next: fix phase (5) median headline + GPU-only marker, then (6) warm-up flag + witness band; leftovers phase 3b (C1/C3/C4/C5), Holm/Bonferroni policy, gpu_bottleneck_map round bootstrap. Other tasks unchanged and unissued.

Reviewed 2026-10-08

Active tasks

Audit timing tests and profiling gates for measurement noise↗

active · high

Fix phases (2)-(4) MERGED 2026-10-08 under human /prm: #405 dashboard qualification + drift wording; #406 A/B go/lever rules gain INCONCLUSIVE + tie sets (shared ab_verdict.py; no published go/no-go/NO_LEVER changed; 7 of 9 committed C10 sweeps are tie sets); #407 paired whole-round bootstrap (shared round_bootstrap.py; RAL CPU/A100 calls unchanged; one laptop C6 row GO -> INCONCLUSIVE). Issue #362 stays open. Next: fix phase (5) P8/P9 (median headline, GPU-only marker), then (6) P3/P5 (authorized --auto; not started at session end); leftovers phase 3b (C1/C3/C4/C5 lack intervals), multiple-comparison policy, gpu_bottleneck_map.

active
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PyAutoFit profiling bootstrap
1 task · next step

Skeleton merged: autofit_profiling#1 (86c77345, 2026-10-07T21:17Z; AGENTS, hooks, hpc/sync, lint) under search-extensibility B1 (PyAutoMind#492). B1 docs legs PyAutoHeart#292 and .github#34 still open 2026-10-08. Porting unstarted; no producer registration until profiling-summary@2 is published (B4a).

Reviewed 2026-10-08

Active tasks

autofit_profiling: bootstrap the repo + general PyAutoFit profiling epic

ready · normal

Adopted by the search-extensibility epic (Mind draft/research/autofit/search_extensibility_epic.md); skeleton merged as autofit_profiling#1 (2026-10-07T21:17Z) under PyAutoMind#492 (B1). Next is B4a (search.fit breakdown exporter, Pulse fit row, epic-1 bottleneck table), then B4b (EP/graphical baseline port). No producer registration until profiling-summary@2 is published (B4a).

ready
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Critical curves and evaluation grids
0 tasks · next step

Phase 3b cap fix shipped: PyAutoGalaxy#646 released in 2026.10.4.1 and autolens_workspace_test#343 merged 2026-10-04. Remaining per the wiki Next line: investigate seed coverage/path completion before cluster engine selection (human picks whether to scope it). Wiki page itself is stale (last edited 2026-10-02, still says #646 open).

Reviewed 2026-10-07

Active tasks

No open tasks.

needs-decision
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Certified positive solver
0 tasks · next step

Parked by choice; wiki unchanged since ab1e4fd (2026-09-27). Its three library/workspace Mind drafts remain in Mind. Retain parked; read the project ledger before proposing new work.

Reviewed 2026-10-04

Active tasks

No open tasks.

parked
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Open means tracked, not necessarily running. Full ledger ↗

Profiling Results

Decision History

Keep Jacobi PDIP as the Mapper default and raw+polish as the MGE-only default

Decision History

Keep Jacobi PDIP as the Mapper default and raw+polish as the MGE-only default