From 3c7bed25f6c5ad5aceebe258ea258de8e78f366b Mon Sep 17 00:00:00 2001 From: Jammy2211 Date: Mon, 5 Oct 2026 12:28:59 +0100 Subject: [PATCH] Browse Pulse profiling evidence by scientific setup --- .github/workflows/dashboard_refresh.yml | 8 + .github/workflows/lint.yml | 14 +- .gitignore | 4 + AGENTS.md | 6 +- README.md | 32 +- badge.json | 2 +- dashboard.html | 1258 +- dashboard.md | 489 +- pulse/board.py | 160 +- pulse/campaigns.py | 134 +- pulse/setup_browser.css | 218 + pulse/setup_browser.js | 744 + pulse/setup_browser.py | 100 + receipts/lens.json | 8 +- registry.yaml | 4 +- snapshots/lens.json | 108076 +++++++++++++++++++-- state.json | 8 +- tests/browser_fixture.py | 54 + tests/browser_setup.cjs | 211 + tests/test_campaigns.py | 26 +- tests/test_setup_browser.py | 77 + 21 files changed, 104702 insertions(+), 6931 deletions(-) create mode 100644 pulse/setup_browser.css create mode 100644 pulse/setup_browser.js create mode 100644 pulse/setup_browser.py create mode 100644 tests/browser_fixture.py create mode 100644 tests/browser_setup.cjs create mode 100644 tests/test_setup_browser.py diff --git a/.github/workflows/dashboard_refresh.yml b/.github/workflows/dashboard_refresh.yml index 8cb7632..3624dee 100644 --- a/.github/workflows/dashboard_refresh.yml +++ b/.github/workflows/dashboard_refresh.yml @@ -67,6 +67,12 @@ jobs: repository: ${{ github.repository_owner }}/PyAutoMind path: _mind + - name: PyAutoBrain (shared dashboard theme) + uses: actions/checkout@v4 + with: + repository: ${{ github.repository_owner }}/PyAutoBrain + path: _brain + - name: Dependencies run: python3 -m pip install --quiet pyyaml @@ -74,6 +80,7 @@ jobs: if: github.event_name == 'pull_request' env: GH_TOKEN: ${{ github.token }} + PYAUTO_BRAIN: ${{ github.workspace }}/_brain run: | bin/pyauto-pulse board --mind _mind git status --short @@ -82,6 +89,7 @@ jobs: if: github.event_name != 'pull_request' env: GH_TOKEN: ${{ github.token }} + PYAUTO_BRAIN: ${{ github.workspace }}/_brain run: | git config user.name "github-actions[bot]" git config user.email "41898282+github-actions[bot]@users.noreply.github.com" diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml index 229c39f..f95db8b 100644 --- a/.github/workflows/lint.yml +++ b/.github/workflows/lint.yml @@ -31,7 +31,7 @@ permissions: jobs: lint: runs-on: ubuntu-latest - timeout-minutes: 10 + timeout-minutes: 15 steps: - uses: actions/checkout@v4 @@ -69,6 +69,18 @@ jobs: PYAUTO_BRAIN: ${{ github.workspace }}/_brain run: python -m pytest tests -q + - uses: actions/setup-node@v4 + with: + node-version: '22' + + - name: Chromium interaction checks + env: + PYAUTO_BRAIN: ${{ github.workspace }}/_brain + run: | + npm install --no-save --no-package-lock playwright@1.63.0 + npx playwright install --with-deps chromium + node tests/browser_setup.cjs + - name: pyauto-pulse check --offline env: PYAUTO_BRAIN: ${{ github.workspace }}/_brain diff --git a/.gitignore b/.gitignore index ace699e..d2e3c69 100644 --- a/.gitignore +++ b/.gitignore @@ -17,3 +17,7 @@ _mind/ # Half-written receipt/snapshot files (written then renamed into place) receipts/*.tmp snapshots/*.tmp + +# Shared theme checkout and browser test dependencies +_brain/ +node_modules/ diff --git a/AGENTS.md b/AGENTS.md index 73d3bd3..89d7366 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -121,10 +121,8 @@ catalogue of repositories. The reader accepts `profiling-summary` v1 and v2; registry rows still pin one exact version. V2 adds setup identities, typed evidence and explicit reference -selections (`pulse/catalogue.py`, `REFERENCE.md`). Keep the live registry on v1 -until the project exporter migration. Accepting a schema is not scientific -acceptance and does not launch a baseline campaign. The setup browser follows -in its own phase. +selections (`pulse/catalogue.py`, `REFERENCE.md`). The live lens registry now reads the project v2 catalogue. Accepting a schema is not scientific +acceptance and does not launch a baseline campaign. The setup browser reads the captured index and verifies same-commit detail shards. ## Boundary (what this organ never does) diff --git a/README.md b/README.md index 232199f..0427199 100644 --- a/README.md +++ b/README.md @@ -18,8 +18,8 @@ It owns: - the **instance registry** (`registry.yaml`) — which projects publish a profiling summary, where, under which contract version; each project is named by its PyAutoMind body-map identity, never a second repository catalogue; -- the versioned **`profiling-summary` read contract** — v1 is live at - `autolens_profiling/dashboard/summary.json`, documented in that repo's +- the versioned **`profiling-summary` read contract** — v2 is live at + `autolens_profiling/dashboard/catalogue.json`, documented in that repo's [dashboard/README.md](https://github.com/PyAutoLabs/autolens_profiling/blob/main/dashboard/README.md); - the **ingest receipts** (`receipts/`) — the one commit each project was read at, per render — and the last-good **snapshots** (`snapshots/`), shown as @@ -54,3 +54,31 @@ Boundaries: [AGENTS.md](AGENTS.md). Design: ## License MIT — see [LICENSE](LICENSE). + +## Setup browser + +The front page uses the shared Heart-family theme from `PyAutoBrain/board/_theme.py`. +Set `PYAUTO_BRAIN` to that checkout (or place it beside this repo / in `_brain`). +The refresh workflow checks it out explicitly. Open AutoLens, choose a dataset and +model, then select the instrument and recorded configuration. Runtime is expanded; +breakdown, compilation, memory, settings, qualification and source evidence are +available underneath. Values use linear bars within matching measurement groups. +Campaign tasks live inside their campaign rows; each row has separate evidence +and task links. Both top actions copy the current editable prompt. + +Pulse embeds the validated captured v2 index and loads a chosen evidence shard +from that **same captured commit**, verifying its SHA-256 and setup identity. +A failed or cached fetch remains visible; a missing deep link never substitutes a +different run. Local reads cannot load remote shards as if they were published. +Inline v2 records and v1 diagnostics remain supported. No rendering action accepts +a baseline, changes campaign state, runs profiling, or selects the fastest run. +Temporal diagnostics remain collapsed while the front page focuses on setup +choices. Existing archive evidence still requires scientific review. + +Browser regression checks (synthetic evidence; no project network dependency): + +```bash +npm install --no-save --no-package-lock playwright@1.63.0 +npx playwright install chromium +node tests/browser_setup.cjs +``` diff --git a/badge.json b/badge.json index 3af2113..0fd715a 100644 --- a/badge.json +++ b/badge.json @@ -1,6 +1,6 @@ { "schemaVersion": 1, "label": "pulse", - "message": "1 project \u00b7 159 records \u00b7 0 cached", + "message": "1 project \u00b7 98 records \u00b7 0 cached", "color": "yellow" } diff --git a/dashboard.html b/dashboard.html index 1f7ba43..73cbe59 100644 --- a/dashboard.html +++ b/dashboard.html @@ -1,63 +1,1207 @@ -PyAutoPulse dashboard

PyAutoPulse

Measure. Trace. Compare.

Check in on all profiling work

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

Last check-in: 2026-10-04T17:18:38Z. Ledger dates are review dates, not measurement freshness.

Active campaigns

CampaignStatusOpen tasksNext stepReviewed
Point-source image plane · CPUactive1Phases 1–4 shipped; PyAutoLens#764 (extent warning) released in 2026.10.4.1. Next: docs-only autolens_profiling PR writing campaign completion evidence and fixing stale wiki/index lines (#763 'in flight' → #764 merged). RAL leftover folders present; mirror sync unverified.2026-10-04
Point-source image plane · A100needs-decision1Phase 0+1 shipped (profiling#353 merged 2026-09-30; wiki stale). Forward-mode gradient NaN is unfixed and live in 2026.10.4.1 but only a Mind draft. Human decisions: issue that bug; authorize the autolens_inference image-plane fit measurement.2026-10-04
Point-source source planeparked2Core complete. Nautilus leaf autolens_inference#17 merged 2026-10-02 (wiki still says open). Blackjax parked: gradient-sampler admission not met. Warm-up task awaits the human's option (a)/(b)/(c).2026-10-04
Cluster PointSolver robustness and performanceactive2Unchanged 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.2026-10-04
Interferometer likelihood and streamingactive5Last CPU cell ran (RAL job 375978_3 COMPLETED 1:11:36, JSON on RAL, not on main) but misses the ≤1e-3 nat CPU/A100 witness: human decision needed. Streaming phases 3–5 shipped; the scaling measurement needs compute authorization. Curvature, memo and FFT tasks unstarted.2026-10-04
Linear-solver accuracy and costblocked1Release half met: PyAutoArray#595 is in 2026.10.2.1 and 2026.10.4.1. RAL mirror sync (HPCPullPyAuto, plus a dependency-floor diff) unverified; phase 3 GPU/vmap parity and timing waits on it.2026-10-04
Production imaging and likelihood breakdownactive3No 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).2026-10-04
Measurement reliability and profiling toolsactive9Only timing_noise_audit is issued (autolens_profiling#362: open, no comments, unassigned); start its audit phase via start_dev. Other nine tasks unchanged and unissued; mass_field superseded confirmed.2026-10-04
PyAutoFit profiling bootstrapneeds-decision1PyAutoLabs/autofit_profiling does not exist (gh, 2026-10-04). Human decision pending on repo creation; no producer registration until it exists with ported baselines.2026-10-04
Critical curves and evaluation gridsneeds-decision0Release gate met: PyAutoGalaxy#646 first released in 2026.10.4.1. 2026-10-04: /prm of autolens_workspace_test#343 was denied by the auto-mode classifier ("Merge Without Review"); the human runs it outside auto mode to close the evaluation-grid-cap-field task.2026-10-04
Certified positive solverparked0Parked 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.2026-10-04

Active tasks

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

TaskCampaignStatusPriorityNext step
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 · issuepoint-source-sourceactivelowExecution 2026-10-04: human chose option (a). Branch feature/runtime-single-jit-median @87a7fcc (issue autolens_profiling#371) parked at Heart RED. Local CPU witness: single_jit 0.417 ms, median 0.388 ms (p10 0.320, p90 0.545). Imaging cells not yet wired.
Audit timing tests and profiling gates for measurement noise · issuemeasurement-toolsreadyhighIssued as autolens_profiling#362 (open, 0 comments, unassigned). Start its read-and-classify audit phase via start_dev.
MGE likelihood_breakdown steps are cumulative and `linear_gaussians` is reported as 0measurement-toolsreadylowUnchanged and unissued (no GitHub refs, 2026-10-04). Select one bounded step when measurement-tools is prioritised.
A gradient-cost probe: forward vs `value_and_grad` ms/eval and a strict FD check, on any registry cellmeasurement-toolsreadylowUnchanged and unissued (workspace_developer#117 closed 2026-07-28). Select one bounded step when prioritised.
Numba breakdown harness: perturb the instance so the operated-matrix memo cannot hide a stepmeasurement-toolsreadymediumUnchanged and unissued (PyAutoArray#496 closed 2026-08-27). Select one bounded step when prioritised.
Search settings-estimation + profiling infrastructure (n_starts / batch_size / n_batch)measurement-toolsreadynormalUnchanged and unissued (autolens_profiling#82 closed 2026-08-18). Select one bounded step when prioritised.
jax_compile/probe.py lost its cell builder with the searches tier — give profiling its ownmeasurement-toolsreadynormalUnchanged and unissued; scripts/misc/jax_compile/probe.py still on main (run state unverified). Select one bounded step when prioritised.
Linear-solver programme phase 3: GPU/vmap/A100 timing and parity rows for the solver corpuslinear-solverblockedmediumRAL sync SKIPPED 2026-10-04: 180 euclid_dr1 tasks RUNNING on the shared base; mirror at 2026-09-27 state, 16–35 commits behind tag 2026.10.4.1; a sync pulls MAINS and also needs a jax reinstall (Nerves main excludes jax 0.10.2). Next: sync when `squeue -u jnightin -t R` shows no euclid_dr1 jobs on the shared base, or the human accepts the risk.
autofit_profiling: bootstrap the repo + general PyAutoFit profiling epicautofitneeds-decisionnormalHuman answers the single repo-creation question (PyAutoLabs/autofit_profiling absent, 2026-10-04) before any porting.
Cluster PointSolver — robustness, analysis settings and performancecluster-pointsolverreadynormalUnissued, no claim. Pick one bounded phase per Mind epics.md: observable-overflow invalid-result policy + CI witness, or a representative-data baseline cell.
Profile imaging pixelizations at production over-samplingimagingreadynormalPhase 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.
Interferometer decision matrix — fill the last cell (CPU rect 39² at alma_high r5.0) and flip the wiki row to shipped · issueinterferometeractivenormalExecution 2026-10-04: human decision ACCEPT the 1.59e-3 nat CPU/A100 gap (precedent r3.5 at 1.5e-3). Branch feature/interferometer-decision-matrix-last-cell @93a002a committed locally; ship PARKED at Heart RED (release validation FAILED, stage integrate). Caveat: the A100 row's own A/B shows certified solver = PDIP to 0.0 nat, so the gap may be F/D on older revisions rather than solver. Correction: PyAutoArray#582 first released 2026.9.27.2. Next: ship once Heart clears.
Interferometer fixed-mapper searches: reuse the W~ curvature matrix across likelihood calls via `preloads.curvature_matrix`interferometerreadynormalPhase 1 sliced 2026-10-04 into a Mind draft (PyAutoArray preload plumbing + CPU breakdown lever, no GPU); run it through start_dev. Human science call first - no production SLaM stage holds the mapper fixed today.
fnnls warm-start memo: stop it slowing scattered evaluation streams (interferometer CPU, autolens_profiling#332)interferometerreadymediumUnstarted (no PR/issue/branch/results, 2026-10-04). Select one bounded step when prioritised.
Campaign: interferometer streaming (array-free) vs in-memory — memory and time scaling to 2e8 visibilities · issueinterferometeractivehighExecution 2026-10-04: branch feature/interferometer-streaming-scaling @4a0ef46 (issue autolens_profiling#368) parked at Heart RED. Laptop CPU 8-thread indicative rows recorded (chunk 65536 to 5e7 vis; in-memory first failure 1e6 under a 10 GB cap; parity 1.2e-9 nats at 5e5; 1e8 skipped). Go/no-go overtaken; recorded as release evidence for 2026.10.4.1. nufft_chunk_size arm hits a second memory wall in transformer.image_from (library candidate, no issue filed).
Interferometer W~ curvature matrix is FFT-bound on the mask extent: pruned padded FFT and real-space pixel scale on the A100interferometerreadynormalUnstarted (no PR/issue/branch/results, 2026-10-04). Select one bounded step when prioritised.
PointSolver profiling cells: lensed quasar → cluster runtime tier → single/multi-source → multiplanecluster-pointsolverreadynormalUnissued, no claim. Candidate first cell: a representative-data cluster likelihood_runtime baseline (single-source preset).
Point-source A100 speed-up campaign: profile and optimize with the shared breakdownpoint-source-image-gpuneeds-decisionhighExecution 2026-10-04: forward-mode NaN issued as PyAutoLens#767 (reproduced on CPU fp64: forward [nan]x5, reverse finite; stack 2026.10.4.1+3 b695e57b6); Mind registry 0112ccba. The autolens_inference image-plane fit measurement still awaits human authorisation.
Point-source source-plane chi-squared speed-up campaign — remaining candidates (phases 1–2e shipped)point-source-sourceblockedlowStill blocked: gradient-sampler admission not met (autolens_inference has only the Nautilus source-plane leaf, #17 merged 2026-10-02). Blackjax stays parked.
Point-source (single-source) CPU campaign — carried leftovers and completion evidence · issuepoint-source-image-cpureadylowExecution 2026-10-04: docs-only branch feature/point-source-wiki-reconcile @0560284 (issue autolens_profiling#370), parked at Heart RED. Still owed: RAL cleanup, register_model grad-zero prompt, test move, CI smoke cells, nopad deletion.
Assess remaining likelihood bottlenecks after certified solver integration on CPU and GPUsimagingneeds-slicingnormalBlocked-by is stale: resolved 2026-09-27 (PyAutoArray#567 in 2026.9.26.1). Unissued; scope one bounded phase from the full task contract.
profile_lens_aggregator.py cannot run from the autolens_workspace_developer root: no config/ directorymeasurement-toolsreadylowUnchanged: workspace_developer main still has no root config/ (bug presumed live, not re-run). Select one bounded step when prioritised.
jax_profiling/gradient/imaging/pixelization.py: 3.2% of its pin move is unattributedmeasurement-toolsreadynormalUnchanged and unissued (PyAutoArray#490 merged 2026-08-26). Select one bounded step when prioritised.
Pair JAX/XLA env vars with measured compile and run times, per backendmeasurement-toolsreadyhighUnchanged and unissued. Context: jax-version policy changes merged to library mains 2026-10-04, unreleased. Select one bounded step when prioritised.
Quick-update plotting cost — minutes per update, and it is not JAX compileimagingreadymediumUnchanged; targets PyAutoLens/PyAutoGalaxy (PyAutoLens#680 closed 2026-07-31, no follow-up issue). Select one bounded step when prioritised.

Completed and superseded tasks remain in the ledger.

Profiling evidence

The cross-project view of the organism's profiling. Each <lib>_profiling project repo runs its producers, keeps its results and drift policy, and publishes a profiling-summary file. This page reads each file at one resolved commit, validates the exchange contract and shows what the producer says: it recomputes no ratio, combines no timings whose axis or hardware differs, ranks nothing across projects and issues no verdict. Judgment belongs to the Brain's profiling conductor (/profiling triage).

1Projects
159Records
145Comparisons
0Drifted
0Refused pairs
0Cached
0Failed

Projects

ProjectScopeEvidenceLast fetchCoverageIntegrityFreshnessQualificationLinks
lens autolens_profilingrelease-runtime2026-08-172026-10-05 @ dcfa056e145 series · 159 points · 4 releases · 61 cells · 6 excludedokfreshness policy unspecified · age 49 d at fetch 2026-10-052/159 records · 0/145 comparisons qualifieddashboard · repo · receipt

Three notions are kept apart: integrity is whether the file was fetched and meets the contract; freshness is the evidence's age against the producer's own valid_until (none declared → "freshness policy unspecified"); qualification is the producer's own flag on each record and comparison. Healthy transport never makes unknown quality green.

lens · autolens_profiling

Project autolens_profiling, scope release-runtime, read from PyAutoLabs/autolens_profiling dashboard/summary.json at dcfa056e; producer revision a93f37a7; generated 2026-10-04T18:28:06Z; policy runtime-drift-2x-1ms. Project dashboard · receipt.

Integrityok
Freshnessfreshness policy unspecified · age 49 d at fetch 2026-10-05 (evidence 2026-08-17)
Qualification2/159 records · 0/145 comparisons qualified

Limitations (the producer's own)

Excluded by the producer

Comparisons on cpu · cpu · float64

ComparisonPolicyAxis · metricBaseline → candidateRatio (producer)StatusQualifiedReasonsTriage
runtime:imaging/delaunay/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.6.649 [local_cpu_fp64] → 2026.8.17.10.27improvednobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
runtime:imaging/delaunay/hst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay/jwst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay/jwst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay_nn/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay_numba/euclid:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay_numba/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/ao:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.6.649 [local_cpu_fp64] → 2026.8.17.10.671flatnobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
runtime:imaging/mge/hst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/jwst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/jwst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge_mass_jax/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.6.649 [local_cpu_fp64] → 2026.8.17.10.232improvednobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
runtime:imaging/pixelization/hst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/jwst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/jwst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization_numba/euclid:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization_numba/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization_numba_mge_mass/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:interferometer/delaunay/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:interferometer/mge/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:interferometer/pixelization/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:cluster/image_plane:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.23.1 → 2026.8.17.10.469improvednobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
breakdown:cluster/source_plane:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.6.649 → 2026.7.23.11.469flatnobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
breakdown:imaging/delaunay/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.6.649 → 2026.8.17.10.331improvednobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
breakdown:imaging/delaunay/hst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s2026.5.29.4 → 2026.7.6.6491.108flatnobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
breakdown:imaging/delaunay_nn/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay_numba/euclid:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay_numba/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/mge/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.6.649 → 2026.8.17.10.225improvednobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
breakdown:imaging/pixelization/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s2026.7.6.649 → 2026.8.17.10.393improvednobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
breakdown:imaging/pixelization/hst:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s2026.5.29.4 → 2026.7.6.6491.139flatnobaseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row)
breakdown:imaging/pixelization_numba/euclid:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/pixelization_numba/hst:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_direct_conv/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_direct_conv/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_jax/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_jax/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_reference/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_reference/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_source_loop/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_symmetric/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba_two_stage/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge/alma:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge/alma_high:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge/sma:local_cpu_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge_dft/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba_direct_conv/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba_direct_conv/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba_jax/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba_jax/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba_reference/alma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba_reference/sma:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:point_source_image/image_plane/simple:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:point_source_source/source_plane/simple:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only

Comparisons on cpu · cpu · mixed

ComparisonPolicyAxis · metricBaseline → candidateRatio (producer)StatusQualifiedReasonsTriage
runtime:imaging/delaunay/hst:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay/hst:local_cpu_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay/jwst:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay/jwst:local_cpu_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/ao:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/hst:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/hst:local_cpu_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/jwst:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/mge/jwst:local_cpu_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/hst:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/hst:local_cpu_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/jwst:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/jwst:local_cpu_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:interferometer/delaunay/alma:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:interferometer/delaunay/sma:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:interferometer/mge/sma:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:interferometer/pixelization/sma:local_cpu_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only

Comparisons on a100 · gpu · float64

ComparisonPolicyAxis · metricBaseline → candidateRatio (producer)StatusQualifiedReasonsTriage
runtime:imaging/delaunay/hst:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay/hst:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay_nn/hst:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/delaunay_nn/hst:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/hst:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:imaging/pixelization/hst:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:point_source_source/source_plane_solved:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:datacube/delaunay/alma_high:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay/hst:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay/hst:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay_nn/hst:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay_nn/hst:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/mge/hst:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/pixelization/hst:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/pixelization/hst:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/delaunay/alma_high:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/pixelization/alma_high:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay/alma:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/jvla/delaunay/jvla:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/jvla/mge/jvla:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/jvla/mge/jvla:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/jvla/pixelization/jvla:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge/alma:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/mge/alma:hpc_a100_fp64_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization/alma:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/delaunay/sma:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/mge/sma:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/pixelization/sma:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:point_source_source/source_plane/simple:hpc_a100_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only

Comparisons on cpu · backend unknown · float64

ComparisonPolicyAxis · metricBaseline → candidateRatio (producer)StatusQualifiedReasonsTriage
runtime:point_source_image/image_plane_solved:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
runtime:point_source_source/source_plane_solved:local_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only

Comparisons on ral_cpu · cpu · float64

ComparisonPolicyAxis · metricBaseline → candidateRatio (producer)StatusQualifiedReasonsTriage
runtime:point_source_source/source_plane_solved:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:cluster/image_plane:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/delaunay/alma_high:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/delaunay_numba/alma_high:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/pixelization/alma_high:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/pixelization_numba/alma_high:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay/alma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay_numba/alma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization/alma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization_numba/alma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/delaunay/sma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/delaunay_numba/sma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/pixelization/sma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/pixelization_numba/sma:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:point_source_image/image_plane/simple:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:point_source_source/source_plane/simple:hpc_ral_cpu_fp64runtime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only

Comparisons on a100 · gpu · mixed

ComparisonPolicyAxis · metricBaseline → candidateRatio (producer)StatusQualifiedReasonsTriage
breakdown:datacube/delaunay/alma_high:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay/hst:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/delaunay/hst:hpc_a100_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/pixelization/hst:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:imaging/pixelization/hst:hpc_a100_mp_sparseruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/delaunay/alma_high:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/alma_high/pixelization/alma_high:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/delaunay/alma:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/jvla/delaunay/jvla:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/jvla/mge/jvla:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/jvla/pixelization/jvla:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/pixelization/alma:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/delaunay/sma:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only
breakdown:interferometer/sma/pixelization/sma:hpc_a100_mpruntime-drift-2x-1msruntime · single_jit_s— → ——insufficientnoone release only

lens · capture, qualification and legacy diagnostics

lens · autolens_profiling

Project autolens_profiling, scope setup-catalogue, read from PyAutoLabs/autolens_profiling dashboard/catalogue.json at dcfa056e; producer revision a93f37a7; generated 2026-10-04T18:28:06Z; policy no-temporal-comparisons. Project dashboard · receipt.

Integrityok
Freshnessfreshness policy unspecified · evidence time unknown (evidence unknown (No common measurement wall-clock across legacy evidence; inspect each record.))
Qualification0/98 records · 0/0 comparisons qualified

Limitations (the producer's own)

diff --git a/dashboard.md b/dashboard.md index 905a71e..7ba0f2e 100644 --- a/dashboard.md +++ b/dashboard.md @@ -1,290 +1,257 @@ # PyAutoPulse — profiling dashboard - - -## Check in on all profiling work +## Profiling Check In -Copy this into one chat. Add a campaign focus or idea before or after it, or leave it unchanged. +
Full check-in prompt ```text Use PyAutoPulse as the home for all profiling work in this chat. Read PyAutoPulse/AGENTS.md and CHECKIN.md, then campaigns.yaml, the linked tasks and current project campaign ledgers. Check every open campaign and task for updates since the last check-in: results, jobs, PRs, releases, blockers and the next bounded step. Distinguish verified updates from stale or unavailable evidence; do not infer success from missing data. Give me one concise campaign-by-campaign summary and a proposed priority order. Apply any campaign direction or ideas I supply before or after this prompt; otherwise cover everything. Keep the overall check-in even when I focus one campaign. Update the Pulse ledger with verified facts and dated source links, regenerate the board, and use the repository workflow to persist changes. Use Brain's profiling conductor for scientific judgement and project drivers for execution. Do not launch new compute, change defaults or baselines, or bypass a human/release gate merely to check in. Continue managing subsequent profiling requests in this chat. Optional direction: [leave blank, name a campaign, or suggest an idea]. ``` -Last check-in: 2026-10-04T17:18:38Z. Ledger dates are review dates, not measurement freshness. +
+ +Last check-in: 2026-10-04T17:18:38Z (review date, not measurement freshness). ## Active campaigns -| Campaign | Status | Open tasks | Next step | Reviewed | -|---|---|---:|---|---| -| [Point-source image plane · CPU](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/point_source_image_plane_cpu.md) | active | 1 | Phases 1–4 shipped; PyAutoLens#764 (extent warning) released in 2026.10.4.1. Next: docs-only autolens_profiling PR writing campaign completion evidence and fixing stale wiki/index lines (#763 'in flight' → #764 merged). RAL leftover folders present; mirror sync unverified. | 2026-10-04 | -| [Point-source image plane · A100](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/point_source_gpu_breakdown.md) | needs-decision | 1 | Phase 0+1 shipped (profiling#353 merged 2026-09-30; wiki stale). Forward-mode gradient NaN is unfixed and live in 2026.10.4.1 but only a Mind draft. Human decisions: issue that bug; authorize the autolens_inference image-plane fit measurement. | 2026-10-04 | -| [Point-source source plane](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/point_source_source_plane.md) | parked | 2 | Core complete. Nautilus leaf autolens_inference#17 merged 2026-10-02 (wiki still says open). Blackjax parked: gradient-sampler admission not met. Warm-up task awaits the human's option (a)/(b)/(c). | 2026-10-04 | -| [Cluster PointSolver robustness and performance](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/cluster_pointsolver.md) | active | 2 | 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. | 2026-10-04 | -| [Interferometer likelihood and streaming](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/interferometer_likelihood.md) | active | 5 | Last CPU cell ran (RAL job 375978_3 COMPLETED 1:11:36, JSON on RAL, not on main) but misses the ≤1e-3 nat CPU/A100 witness: human decision needed. Streaming phases 3–5 shipped; the scaling measurement needs compute authorization. Curvature, memo and FFT tasks unstarted. | 2026-10-04 | -| [Linear-solver accuracy and cost](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/linear_solver_accuracy.md) | blocked | 1 | Release half met: PyAutoArray#595 is in 2026.10.2.1 and 2026.10.4.1. RAL mirror sync (HPCPullPyAuto, plus a dependency-floor diff) unverified; phase 3 GPU/vmap parity and timing waits on it. | 2026-10-04 | -| [Production imaging and likelihood breakdown](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/post_certified_breakdown.md) | active | 3 | 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). | 2026-10-04 | -| [Measurement reliability and profiling tools](https://github.com/PyAutoLabs/PyAutoPulse/tree/f1801514ddcf2272b832c2b53713cd2257aea5c0/tasks) | active | 9 | Only timing_noise_audit is issued (autolens_profiling#362: open, no comments, unassigned); start its audit phase via start_dev. Other nine tasks unchanged and unissued; mass_field superseded confirmed. | 2026-10-04 | -| [PyAutoFit profiling bootstrap](https://github.com/PyAutoLabs/PyAutoPulse/tree/f1801514ddcf2272b832c2b53713cd2257aea5c0/tasks) | needs-decision | 1 | PyAutoLabs/autofit_profiling does not exist (gh, 2026-10-04). Human decision pending on repo creation; no producer registration until it exists with ported baselines. | 2026-10-04 | -| [Critical curves and evaluation grids](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/critical_curves.md) | needs-decision | 0 | Release gate met: PyAutoGalaxy#646 first released in 2026.10.4.1. 2026-10-04: /prm of autolens_workspace_test#343 was denied by the auto-mode classifier ("Merge Without Review"); the human runs it outside auto mode to close the evaluation-grid-cap-field task. | 2026-10-04 | -| [Certified positive solver](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/certified_positive_solver.md) | parked | 0 | 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. | 2026-10-04 | - -## Active tasks - -Open means tracked, not necessarily running. Blockers and decisions still apply. - -| Task | Campaign | Status | Priority | Next step | -|---|---|---|---|---| -| [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](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/runtime_cell_single_jit_gpu_warmup.md) | point-source-source | active | low | Execution 2026-10-04: human chose option (a). Branch feature/runtime-single-jit-median @87a7fcc (issue autolens_profiling#371) parked at Heart RED. Local CPU witness: single_jit 0.417 ms, median 0.388 ms (p10 0.320, p90 0.545). Imaging cells not yet wired. | -| [Audit timing tests and profiling gates for measurement noise](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/timing_noise_audit.md) | measurement-tools | ready | high | Issued as autolens_profiling#362 (open, 0 comments, unassigned). Start its read-and-classify audit phase via start_dev. | -| [MGE likelihood_breakdown steps are cumulative and `linear_gaussians` is reported as 0](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/mge_likelihood_breakdown_steps_are_cumulative_an.md) | measurement-tools | ready | low | Unchanged and unissued (no GitHub refs, 2026-10-04). Select one bounded step when measurement-tools is prioritised. | -| [A gradient-cost probe: forward vs `value_and_grad` ms/eval and a strict FD check, on any registry cell](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/gradient_cost_probe.md) | measurement-tools | ready | low | Unchanged and unissued (workspace_developer#117 closed 2026-07-28). Select one bounded step when prioritised. | -| [Numba breakdown harness: perturb the instance so the operated-matrix memo cannot hide a step](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/numba_breakdown_harness_memo_blind.md) | measurement-tools | ready | medium | Unchanged and unissued (PyAutoArray#496 closed 2026-08-27). Select one bounded step when prioritised. | -| [Search settings-estimation + profiling infrastructure (n_starts / batch_size / n_batch)](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/search_settings_estimation_infrastructure.md) | measurement-tools | ready | normal | Unchanged and unissued (autolens_profiling#82 closed 2026-08-18). Select one bounded step when prioritised. | -| [jax_compile/probe.py lost its cell builder with the searches tier — give profiling its own](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/jax_compile_probe_needs_own_cell_builder.md) | measurement-tools | ready | normal | Unchanged and unissued; scripts/misc/jax_compile/probe.py still on main (run state unverified). Select one bounded step when prioritised. | -| [Linear-solver programme phase 3: GPU/vmap/A100 timing and parity rows for the solver corpus](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/mge_nnls_fix_pyautoarray_571_slam_60.md) | linear-solver | blocked | medium | RAL sync SKIPPED 2026-10-04: 180 euclid_dr1 tasks RUNNING on the shared base; mirror at 2026-09-27 state, 16–35 commits behind tag 2026.10.4.1; a sync pulls MAINS and also needs a jax reinstall (Nerves main excludes jax 0.10.2). Next: sync when `squeue -u jnightin -t R` shows no euclid_dr1 jobs on the shared base, or the human accepts the risk. | -| [autofit_profiling: bootstrap the repo + general PyAutoFit profiling epic](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/autofit_profiling_bootstrap.md) | autofit | needs-decision | normal | Human answers the single repo-creation question (PyAutoLabs/autofit_profiling absent, 2026-10-04) before any porting. | -| [Cluster PointSolver — robustness, analysis settings and performance](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/cluster_pointsolver_speed.md) | cluster-pointsolver | ready | normal | Unissued, no claim. Pick one bounded phase per Mind epics.md: observable-overflow invalid-result policy + CI witness, or a representative-data baseline cell. | -| [Profile imaging pixelizations at production over-sampling](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/imaging_production_over_sampling.md) | imaging | ready | normal | 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. | -| [Interferometer decision matrix — fill the last cell (CPU rect 39² at alma_high r5.0) and flip the wiki row to shipped](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_decision_matrix_last_cell.md) | interferometer | active | normal | Execution 2026-10-04: human decision ACCEPT the 1.59e-3 nat CPU/A100 gap (precedent r3.5 at 1.5e-3). Branch feature/interferometer-decision-matrix-last-cell @93a002a committed locally; ship PARKED at Heart RED (release validation FAILED, stage integrate). Caveat: the A100 row's own A/B shows certified solver = PDIP to 0.0 nat, so the gap may be F/D on older revisions rather than solver. Correction: PyAutoArray#582 first released 2026.9.27.2. Next: ship once Heart clears. | -| [Interferometer fixed-mapper searches: reuse the W~ curvature matrix across likelihood calls via `preloads.curvature_matrix`](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_fixed_mapper_curvature_preload.md) | interferometer | ready | normal | Phase 1 sliced 2026-10-04 into a Mind draft (PyAutoArray preload plumbing + CPU breakdown lever, no GPU); run it through start_dev. Human science call first - no production SLaM stage holds the mapper fixed today. | -| [fnnls warm-start memo: stop it slowing scattered evaluation streams (interferometer CPU, autolens_profiling#332)](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_nnls_memo_scattered_stream_guard.md) | interferometer | ready | medium | Unstarted (no PR/issue/branch/results, 2026-10-04). Select one bounded step when prioritised. | -| [Campaign: interferometer streaming (array-free) vs in-memory — memory and time scaling to 2e8 visibilities](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_streaming_scaling.md) | interferometer | active | high | Execution 2026-10-04: branch feature/interferometer-streaming-scaling @4a0ef46 (issue autolens_profiling#368) parked at Heart RED. Laptop CPU 8-thread indicative rows recorded (chunk 65536 to 5e7 vis; in-memory first failure 1e6 under a 10 GB cap; parity 1.2e-9 nats at 5e5; 1e8 skipped). Go/no-go overtaken; recorded as release evidence for 2026.10.4.1. nufft_chunk_size arm hits a second memory wall in transformer.image_from (library candidate, no issue filed). | -| [Interferometer W~ curvature matrix is FFT-bound on the mask extent: pruned padded FFT and real-space pixel scale on the A100](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_w_tilde_fft_size_levers.md) | interferometer | ready | normal | Unstarted (no PR/issue/branch/results, 2026-10-04). Select one bounded step when prioritised. | -| [PointSolver profiling cells: lensed quasar → cluster runtime tier → single/multi-source → multiplane](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/point_solver_profiling_cells.md) | cluster-pointsolver | ready | normal | Unissued, no claim. Candidate first cell: a representative-data cluster likelihood_runtime baseline (single-source preset). | -| [Point-source A100 speed-up campaign: profile and optimize with the shared breakdown](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/point_source_image_plane_gpu_breakdown.md) | point-source-image-gpu | needs-decision | high | Execution 2026-10-04: forward-mode NaN issued as PyAutoLens#767 (reproduced on CPU fp64: forward [nan]x5, reverse finite; stack 2026.10.4.1+3 b695e57b6); Mind registry 0112ccba. The autolens_inference image-plane fit measurement still awaits human authorisation. | -| [Point-source source-plane chi-squared speed-up campaign — remaining candidates (phases 1–2e shipped)](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/point_source_source_plane_chi_squared_speed.md) | point-source-source | blocked | low | Still blocked: gradient-sampler admission not met (autolens_inference has only the Nautilus source-plane leaf, #17 merged 2026-10-02). Blackjax stays parked. | -| [Point-source (single-source) CPU campaign — carried leftovers and completion evidence](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/pointsolver_cpu_speed_campaign_remainder.md) | point-source-image-cpu | ready | low | Execution 2026-10-04: docs-only branch feature/point-source-wiki-reconcile @0560284 (issue autolens_profiling#370), parked at Heart RED. Still owed: RAL cleanup, register_model grad-zero prompt, test move, CI smoke cells, nopad deletion. | -| [Assess remaining likelihood bottlenecks after certified solver integration on CPU and GPUs](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/post_certified_solver_likelihood_breakdown.md) | imaging | needs-slicing | normal | 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. | -| [profile_lens_aggregator.py cannot run from the autolens_workspace_developer root: no config/ directory](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/profile_lens_aggregator_needs_config_dir.md) | measurement-tools | ready | low | Unchanged: workspace_developer main still has no root config/ (bug presumed live, not re-run). Select one bounded step when prioritised. | -| [jax_profiling/gradient/imaging/pixelization.py: 3.2% of its pin move is unattributed](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/gradient_pixelization_pin_residual_drift.md) | measurement-tools | ready | normal | Unchanged and unissued (PyAutoArray#490 merged 2026-08-26). Select one bounded step when prioritised. | -| [Pair JAX/XLA env vars with measured compile and run times, per backend](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/pair_jax_xla_env_vars_with_measured.md) | measurement-tools | ready | high | Unchanged and unissued. Context: jax-version policy changes merged to library mains 2026-10-04, unreleased. Select one bounded step when prioritised. | -| [Quick-update plotting cost — minutes per update, and it is not JAX compile](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/quick_update_plotting_cost.md) | imaging | ready | medium | Unchanged; targets PyAutoLens/PyAutoGalaxy (PyAutoLens#680 closed 2026-07-31, no follow-up issue). Select one bounded step when prioritised. | - -Completed and superseded tasks remain in the [ledger](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/campaigns.yaml). +
Point-source image plane · CPU — active + +Reviewed 2026-10-04. Phases 1–4 shipped; PyAutoLens#764 (extent warning) released in 2026.10.4.1. Next: docs-only autolens_profiling PR writing campaign completion evidence and fixing stale wiki/index lines (#763 'in flight' → #764 merged). RAL leftover folders present; mirror sync unverified. + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/point_source_image_plane_cpu.md) + +### Active tasks + +- [Point-source (single-source) CPU campaign — carried leftovers and completion evidence](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/pointsolver_cpu_speed_campaign_remainder.md) — ready: Execution 2026-10-04: docs-only branch feature/point-source-wiki-reconcile @0560284 (issue autolens_profiling#370), parked at Heart RED. Still owed: RAL cleanup, register_model grad-zero prompt, test move, CI smoke cells, nopad deletion. + +
+ +
Point-source image plane · A100 — needs-decision + +Reviewed 2026-10-04. Phase 0+1 shipped (profiling#353 merged 2026-09-30; wiki stale). Forward-mode gradient NaN is unfixed and live in 2026.10.4.1 but only a Mind draft. Human decisions: issue that bug; authorize the autolens_inference image-plane fit measurement. + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/point_source_gpu_breakdown.md) + +### Active tasks + +- [Point-source A100 speed-up campaign: profile and optimize with the shared breakdown](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/point_source_image_plane_gpu_breakdown.md) — needs-decision: Execution 2026-10-04: forward-mode NaN issued as PyAutoLens#767 (reproduced on CPU fp64: forward [nan]x5, reverse finite; stack 2026.10.4.1+3 b695e57b6); Mind registry 0112ccba. The autolens_inference image-plane fit measurement still awaits human authorisation. + +
+ +
Point-source source plane — parked + +Reviewed 2026-10-04. Core complete. Nautilus leaf autolens_inference#17 merged 2026-10-02 (wiki still says open). Blackjax parked: gradient-sampler admission not met. Warm-up task awaits the human's option (a)/(b)/(c). + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/point_source_source_plane.md) + +### 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](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/runtime_cell_single_jit_gpu_warmup.md) — active: Execution 2026-10-04: human chose option (a). Branch feature/runtime-single-jit-median @87a7fcc (issue autolens_profiling#371) parked at Heart RED. Local CPU witness: single_jit 0.417 ms, median 0.388 ms (p10 0.320, p90 0.545). Imaging cells not yet wired. +- [Point-source source-plane chi-squared speed-up campaign — remaining candidates (phases 1–2e shipped)](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/point_source_source_plane_chi_squared_speed.md) — blocked: Still blocked: gradient-sampler admission not met (autolens_inference has only the Nautilus source-plane leaf, #17 merged 2026-10-02). Blackjax stays parked. + +
+ +
Cluster PointSolver robustness and performance — active + +Reviewed 2026-10-04. 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. + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/cluster_pointsolver.md) + +### Active tasks + +- [Cluster PointSolver — robustness, analysis settings and performance](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/cluster_pointsolver_speed.md) — ready: Unissued, no claim. Pick one bounded phase per Mind epics.md: observable-overflow invalid-result policy + CI witness, or a representative-data baseline cell. +- [PointSolver profiling cells: lensed quasar → cluster runtime tier → single/multi-source → multiplane](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/point_solver_profiling_cells.md) — ready: Unissued, no claim. Candidate first cell: a representative-data cluster likelihood_runtime baseline (single-source preset). + +
+ +
Interferometer likelihood and streaming — active + +Reviewed 2026-10-04. Last CPU cell ran (RAL job 375978_3 COMPLETED 1:11:36, JSON on RAL, not on main) but misses the ≤1e-3 nat CPU/A100 witness: human decision needed. Streaming phases 3–5 shipped; the scaling measurement needs compute authorization. Curvature, memo and FFT tasks unstarted. + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/interferometer_likelihood.md) + +### Active tasks + +- [Interferometer decision matrix — fill the last cell (CPU rect 39² at alma_high r5.0) and flip the wiki row to shipped](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_decision_matrix_last_cell.md) — active: Execution 2026-10-04: human decision ACCEPT the 1.59e-3 nat CPU/A100 gap (precedent r3.5 at 1.5e-3). Branch feature/interferometer-decision-matrix-last-cell @93a002a committed locally; ship PARKED at Heart RED (release validation FAILED, stage integrate). Caveat: the A100 row's own A/B shows certified solver = PDIP to 0.0 nat, so the gap may be F/D on older revisions rather than solver. Correction: PyAutoArray#582 first released 2026.9.27.2. Next: ship once Heart clears. +- [Interferometer fixed-mapper searches: reuse the W~ curvature matrix across likelihood calls via `preloads.curvature_matrix`](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_fixed_mapper_curvature_preload.md) — ready: Phase 1 sliced 2026-10-04 into a Mind draft (PyAutoArray preload plumbing + CPU breakdown lever, no GPU); run it through start_dev. Human science call first - no production SLaM stage holds the mapper fixed today. +- [fnnls warm-start memo: stop it slowing scattered evaluation streams (interferometer CPU, autolens_profiling#332)](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_nnls_memo_scattered_stream_guard.md) — ready: Unstarted (no PR/issue/branch/results, 2026-10-04). Select one bounded step when prioritised. +- [Campaign: interferometer streaming (array-free) vs in-memory — memory and time scaling to 2e8 visibilities](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_streaming_scaling.md) — active: Execution 2026-10-04: branch feature/interferometer-streaming-scaling @4a0ef46 (issue autolens_profiling#368) parked at Heart RED. Laptop CPU 8-thread indicative rows recorded (chunk 65536 to 5e7 vis; in-memory first failure 1e6 under a 10 GB cap; parity 1.2e-9 nats at 5e5; 1e8 skipped). Go/no-go overtaken; recorded as release evidence for 2026.10.4.1. nufft_chunk_size arm hits a second memory wall in transformer.image_from (library candidate, no issue filed). +- [Interferometer W~ curvature matrix is FFT-bound on the mask extent: pruned padded FFT and real-space pixel scale on the A100](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/interferometer_w_tilde_fft_size_levers.md) — ready: Unstarted (no PR/issue/branch/results, 2026-10-04). Select one bounded step when prioritised. + +
+ +
Linear-solver accuracy and cost — blocked + +Reviewed 2026-10-04. Release half met: PyAutoArray#595 is in 2026.10.2.1 and 2026.10.4.1. RAL mirror sync (HPCPullPyAuto, plus a dependency-floor diff) unverified; phase 3 GPU/vmap parity and timing waits on it. + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/linear_solver_accuracy.md) + +### Active tasks + +- [Linear-solver programme phase 3: GPU/vmap/A100 timing and parity rows for the solver corpus](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/mge_nnls_fix_pyautoarray_571_slam_60.md) — blocked: RAL sync SKIPPED 2026-10-04: 180 euclid_dr1 tasks RUNNING on the shared base; mirror at 2026-09-27 state, 16–35 commits behind tag 2026.10.4.1; a sync pulls MAINS and also needs a jax reinstall (Nerves main excludes jax 0.10.2). Next: sync when `squeue -u jnightin -t R` shows no euclid_dr1 jobs on the shared base, or the human accepts the risk. + +
+ +
Production imaging and likelihood breakdown — active + +Reviewed 2026-10-04. 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). + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/post_certified_breakdown.md) + +### Active tasks + +- [Profile imaging pixelizations at production over-sampling](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/imaging_production_over_sampling.md) — ready: 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. +- [Assess remaining likelihood bottlenecks after certified solver integration on CPU and GPUs](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/post_certified_solver_likelihood_breakdown.md) — needs-slicing: 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. +- [Quick-update plotting cost — minutes per update, and it is not JAX compile](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/quick_update_plotting_cost.md) — ready: Unchanged; targets PyAutoLens/PyAutoGalaxy (PyAutoLens#680 closed 2026-07-31, no follow-up issue). Select one bounded step when prioritised. + +
+ +
Measurement reliability and profiling tools — active + +Reviewed 2026-10-04. Only timing_noise_audit is issued (autolens_profiling#362: open, no comments, unassigned); start its audit phase via start_dev. Other nine tasks unchanged and unissued; mass_field superseded confirmed. + +[Campaign evidence](https://github.com/PyAutoLabs/PyAutoPulse/tree/f1801514ddcf2272b832c2b53713cd2257aea5c0/tasks) + +### Active tasks + +- [Audit timing tests and profiling gates for measurement noise](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/timing_noise_audit.md) — ready: Issued as autolens_profiling#362 (open, 0 comments, unassigned). Start its read-and-classify audit phase via start_dev. +- [MGE likelihood_breakdown steps are cumulative and `linear_gaussians` is reported as 0](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/mge_likelihood_breakdown_steps_are_cumulative_an.md) — ready: Unchanged and unissued (no GitHub refs, 2026-10-04). Select one bounded step when measurement-tools is prioritised. +- [A gradient-cost probe: forward vs `value_and_grad` ms/eval and a strict FD check, on any registry cell](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/gradient_cost_probe.md) — ready: Unchanged and unissued (workspace_developer#117 closed 2026-07-28). Select one bounded step when prioritised. +- [Numba breakdown harness: perturb the instance so the operated-matrix memo cannot hide a step](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/numba_breakdown_harness_memo_blind.md) — ready: Unchanged and unissued (PyAutoArray#496 closed 2026-08-27). Select one bounded step when prioritised. +- [Search settings-estimation + profiling infrastructure (n_starts / batch_size / n_batch)](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/search_settings_estimation_infrastructure.md) — ready: Unchanged and unissued (autolens_profiling#82 closed 2026-08-18). Select one bounded step when prioritised. +- [jax_compile/probe.py lost its cell builder with the searches tier — give profiling its own](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/jax_compile_probe_needs_own_cell_builder.md) — ready: Unchanged and unissued; scripts/misc/jax_compile/probe.py still on main (run state unverified). Select one bounded step when prioritised. +- [profile_lens_aggregator.py cannot run from the autolens_workspace_developer root: no config/ directory](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/profile_lens_aggregator_needs_config_dir.md) — ready: Unchanged: workspace_developer main still has no root config/ (bug presumed live, not re-run). Select one bounded step when prioritised. +- [jax_profiling/gradient/imaging/pixelization.py: 3.2% of its pin move is unattributed](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/gradient_pixelization_pin_residual_drift.md) — ready: Unchanged and unissued (PyAutoArray#490 merged 2026-08-26). Select one bounded step when prioritised. +- [Pair JAX/XLA env vars with measured compile and run times, per backend](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/pair_jax_xla_env_vars_with_measured.md) — ready: Unchanged and unissued. Context: jax-version policy changes merged to library mains 2026-10-04, unreleased. Select one bounded step when prioritised. + +
+ +
PyAutoFit profiling bootstrap — needs-decision + +Reviewed 2026-10-04. PyAutoLabs/autofit_profiling does not exist (gh, 2026-10-04). Human decision pending on repo creation; no producer registration until it exists with ported baselines. + +[Campaign evidence](https://github.com/PyAutoLabs/PyAutoPulse/tree/f1801514ddcf2272b832c2b53713cd2257aea5c0/tasks) + +### Active tasks + +- [autofit_profiling: bootstrap the repo + general PyAutoFit profiling epic](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/tasks/autofit_profiling_bootstrap.md) — needs-decision: Human answers the single repo-creation question (PyAutoLabs/autofit_profiling absent, 2026-10-04) before any porting. + +
+ +
Critical curves and evaluation grids — needs-decision + +Reviewed 2026-10-04. Release gate met: PyAutoGalaxy#646 first released in 2026.10.4.1. 2026-10-04: /prm of autolens_workspace_test#343 was denied by the auto-mode classifier ("Merge Without Review"); the human runs it outside auto mode to close the evaluation-grid-cap-field task. + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/critical_curves.md) + +### Active tasks + + +
+ +
Certified positive solver — parked + +Reviewed 2026-10-04. 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. + +[Campaign evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/a93f37a7ade16fcb7673a7777dfde505183728ed/wiki/campaigns/certified_positive_solver.md) + +### Active tasks + + +
## Profiling evidence -The cross-project view of the organism's profiling. Each `_profiling` project repo runs its producers, keeps its results and drift policy, and publishes a `profiling-summary` file. This page reads each file at one resolved commit, validates the exchange contract and shows what the producer says: it recomputes no ratio, combines no timings whose axis or hardware differs, ranks nothing across projects and issues no verdict. Judgment belongs to the Brain's profiling conductor (`/profiling triage`). -Live page: [https://pyautolabs.github.io/PyAutoPulse/](https://pyautolabs.github.io/PyAutoPulse/). +Choose a project, dataset and model on the interactive board. + +[Interactive board](https://pyautolabs.github.io/PyAutoPulse/) + +
autolens — choose a setup + +[Interactive setup browser](https://pyautolabs.github.io/autolens_profiling/) + +
cluster + +- **image_plane**: unspecified +- **source_plane**: unspecified + +
+ +
datacube + +- **delaunay**: alma, alma_high, sma + +
+ +
experiments + +- **mge**: hst, unspecified + +
+ +
imaging + +- **delaunay**: ao, euclid, hst, jwst +- **delaunay_matern**: hst +- **delaunay_nn**: hst +- **knn**: hst +- **mge**: ao, euclid, hst, jwst +- **other**: ao, hst, jwst +- **rectangular**: ao, euclid, hst, jwst + +
+ +
interferometer + +- **delaunay**: alma, alma_high, jvla, sdp81, sma +- **delaunay_hilbert_1500**: alma, sma +- **mge**: alma, alma_high, jvla, sdp81, sma +- **rectangular**: alma, alma_high, jvla, sdp81, sma +- **rectangular_adapt_image_32x32**: alma, sma +- **streaming**: unspecified + +
+ +
multi_dataset + +- **delaunay**: unspecified +- **mge**: hst + +
+ +
point_source_image + +- **image_plane**: simple, unspecified + +
+ +
point_source_source + +- **other**: unspecified +- **source_plane**: simple, unspecified -| Where | Count | -|-------|------:| -| [Projects](#projects) | 1 | -| [Records](#projects) | 159 | -| [Comparisons](#projects) | 145 | -| [Drifted](#projects) | 0 | -| [Refused pairs](#projects) | 0 | -| [Cached](#projects) | 0 | -| [Failed](#projects) | 0 | +
-## Projects +
-| Project | Scope | Evidence | Last fetch | Coverage | Integrity | Freshness | Qualification | Links | -|---|---|---|---|---|---|---|---|---| -| [lens](#lens) (autolens_profiling) | release-runtime | 2026-08-17 | 2026-10-05 @ dcfa056e | 145 series · 159 points · 4 releases · 61 cells · 6 excluded | ok | freshness policy unspecified · age 49 d at fetch 2026-10-05 | 2/159 records · 0/145 comparisons qualified | [dashboard](https://pyautolabs.github.io/autolens_profiling/) · [repo](https://github.com/PyAutoLabs/autolens_profiling) · [receipt](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/receipts/lens.json) | +
Capture, qualification and legacy diagnostics -Three notions are kept apart: **integrity** is whether the file was fetched and meets the contract; **freshness** is the evidence's age against the producer's own `valid_until` (none declared → "freshness policy unspecified"); **qualification** is the producer's own flag on each record and comparison. Healthy transport never makes unknown quality green. ## lens -Project `autolens_profiling`, scope `release-runtime`, read from [PyAutoLabs/autolens_profiling](https://github.com/PyAutoLabs/autolens_profiling) `dashboard/summary.json` at [`dcfa056e`](https://github.com/PyAutoLabs/autolens_profiling/tree/dcfa056e0bc6d7665740dd17284c7e78024eb878); producer revision `a93f37a7`; generated 2026-10-04T18:28:06Z; comparison policy `runtime-drift-2x-1ms`. [Project dashboard](https://pyautolabs.github.io/autolens_profiling/) · [receipt](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/receipts/lens.json). +Project `autolens_profiling`, scope `setup-catalogue`, read from [PyAutoLabs/autolens_profiling](https://github.com/PyAutoLabs/autolens_profiling) `dashboard/catalogue.json` at [`dcfa056e`](https://github.com/PyAutoLabs/autolens_profiling/tree/dcfa056e0bc6d7665740dd17284c7e78024eb878); producer revision `a93f37a7`; generated 2026-10-04T18:28:06Z; comparison policy `no-temporal-comparisons`. [Project dashboard](https://pyautolabs.github.io/autolens_profiling/) · [receipt](https://github.com/PyAutoLabs/PyAutoPulse/blob/main/receipts/lens.json). - **Integrity:** ok -- **Freshness:** freshness policy unspecified · age 49 d at fetch 2026-10-05 (evidence 2026-08-17) -- **Qualification:** 2/159 records · 0/145 comparisons qualified +- **Freshness:** freshness policy unspecified · evidence time unknown (evidence unknown (No common measurement wall-clock across legacy evidence; inspect each record.)) +- **Qualification:** 0/98 records · 0/0 comparisons qualified ### lens / limitations -- runtime axis only: compile times, VRAM and per-step component timings are not in this feed -- evidence_updated_at is the newest release date encoded in a measured library version; result rows do not record measurement wall-clock time -- valid_until is null: this project declares no freshness policy for release trends -- vmap_per_call_s is null where a row carries no vmap block -- rows without a device.provenance block (pre-autolens_profiling#342) are unqualified -- 6 row(s) above the load-average cap 8 are listed under coverage.excluded and never enter records - -### lens / excluded by the producer - -- `breakdown:interferometer/sdp81/delaunay/sdp81:hpc_a100_fp64@2026.8.17.1`: loadavg 65.7 above the cap 8 ([evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/interferometer/sdp81/delaunay_hpc_a100_fp64.json)) -- `breakdown:interferometer/sdp81/delaunay_numba/sdp81:hpc_ral_cpu_fp64@2026.8.17.1`: loadavg 68.3 above the cap 8 ([evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/interferometer/sdp81/delaunay_numba_hpc_ral_cpu_fp64.json)) -- `breakdown:interferometer/sdp81/mge/sdp81:hpc_a100_fp64@2026.8.17.1`: loadavg 55.7 above the cap 8 ([evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/interferometer/sdp81/mge_hpc_a100_fp64.json)) -- `breakdown:interferometer/sdp81/mge/sdp81:hpc_a100_fp64_sparse@2026.8.17.1`: loadavg 55.7 above the cap 8 ([evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/interferometer/sdp81/mge_hpc_a100_fp64_sparse.json)) -- `breakdown:interferometer/sdp81/pixelization/sdp81:hpc_a100_fp64@2026.8.17.1`: loadavg 65.7 above the cap 8 ([evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/interferometer/sdp81/pixelization_hpc_a100_fp64.json)) -- `breakdown:interferometer/sdp81/pixelization_numba/sdp81:hpc_ral_cpu_fp64@2026.8.17.1`: loadavg 68.3 above the cap 8 ([evidence](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/interferometer/sdp81/pixelization_numba_hpc_ral_cpu_fp64.json)) - -### lens / comparisons on cpu · cpu · float64 - -| Comparison | Policy | Axis · metric | Baseline → candidate | Ratio (producer) | Status | Qualified | Reasons | Triage | -|---|---|---|---|---:|---|---|---|---| -| `runtime:imaging/delaunay/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.6.649 [local_cpu_fp64]](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/runtime/imaging/delaunay/hst/comparison.json) → [2026.8.17.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/runtime/imaging/delaunay/delaunay_likelihood_summary_hst_v2026.8.17.1.json) | 0.27 | improved | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage runtime:imaging/delaunay/hst:local_cpu_fp64` | -| `runtime:imaging/delaunay/hst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/hst:local_cpu_fp64_sparse` | -| `runtime:imaging/delaunay/jwst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/jwst:local_cpu_fp64` | -| `runtime:imaging/delaunay/jwst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/jwst:local_cpu_fp64_sparse` | -| `runtime:imaging/delaunay_nn/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay_nn/hst:local_cpu_fp64` | -| `runtime:imaging/delaunay_numba/euclid:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay_numba/euclid:local_cpu_fp64` | -| `runtime:imaging/delaunay_numba/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay_numba/hst:local_cpu_fp64` | -| `runtime:imaging/mge/ao:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/ao:local_cpu_fp64` | -| `runtime:imaging/mge/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.6.649 [local_cpu_fp64]](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/runtime/imaging/mge/hst/comparison.json) → [2026.8.17.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/runtime/imaging/mge/mge_likelihood_summary_hst_v2026.8.17.1.json) | 0.671 | flat | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage runtime:imaging/mge/hst:local_cpu_fp64` | -| `runtime:imaging/mge/hst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/hst:local_cpu_fp64_sparse` | -| `runtime:imaging/mge/jwst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/jwst:local_cpu_fp64` | -| `runtime:imaging/mge/jwst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/jwst:local_cpu_fp64_sparse` | -| `runtime:imaging/mge_mass_jax/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge_mass_jax/hst:local_cpu_fp64` | -| `runtime:imaging/pixelization/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.6.649 [local_cpu_fp64]](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/runtime/imaging/pixelization/hst/comparison.json) → [2026.8.17.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/runtime/imaging/pixelization/pixelization_likelihood_summary_hst_v2026.8.17.1.json) | 0.232 | improved | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage runtime:imaging/pixelization/hst:local_cpu_fp64` | -| `runtime:imaging/pixelization/hst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/hst:local_cpu_fp64_sparse` | -| `runtime:imaging/pixelization/jwst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/jwst:local_cpu_fp64` | -| `runtime:imaging/pixelization/jwst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/jwst:local_cpu_fp64_sparse` | -| `runtime:imaging/pixelization_numba/euclid:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization_numba/euclid:local_cpu_fp64` | -| `runtime:imaging/pixelization_numba/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization_numba/hst:local_cpu_fp64` | -| `runtime:imaging/pixelization_numba_mge_mass/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization_numba_mge_mass/hst:local_cpu_fp64` | -| `runtime:interferometer/delaunay/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:interferometer/delaunay/sma:local_cpu_fp64` | -| `runtime:interferometer/mge/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:interferometer/mge/sma:local_cpu_fp64` | -| `runtime:interferometer/pixelization/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:interferometer/pixelization/sma:local_cpu_fp64` | -| `breakdown:cluster/image_plane:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.23.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/cluster/image_plane_breakdown_v2026.7.23.1.json) → [2026.8.17.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/cluster/image_plane_local_cpu_fp64.json) | 0.469 | improved | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage breakdown:cluster/image_plane:local_cpu_fp64` | -| `breakdown:cluster/source_plane:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.6.649](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/cluster/source_plane_breakdown_v2026.7.6.649.json) → [2026.7.23.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/cluster/source_plane_breakdown_v2026.7.23.1.json) | 1.469 | flat | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage breakdown:cluster/source_plane:local_cpu_fp64` | -| `breakdown:imaging/delaunay/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.6.649](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/delaunay_breakdown_hst_v2026.7.6.649.json) → [2026.8.17.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/delaunay_breakdown_hst_v2026.8.17.1.json) | 0.331 | improved | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage breakdown:imaging/delaunay/hst:local_cpu_fp64` | -| `breakdown:imaging/delaunay/hst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.5.29.4](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/delaunay_breakdown_hst_v2026.5.29.4_sparse.json) → [2026.7.6.649](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/delaunay_breakdown_hst_v2026.7.6.649_sparse.json) | 1.108 | flat | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage breakdown:imaging/delaunay/hst:local_cpu_fp64_sparse` | -| `breakdown:imaging/delaunay_nn/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay_nn/hst:local_cpu_fp64` | -| `breakdown:imaging/delaunay_numba/euclid:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay_numba/euclid:local_cpu_fp64` | -| `breakdown:imaging/delaunay_numba/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay_numba/hst:local_cpu_fp64` | -| `breakdown:imaging/mge/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.6.649](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/mge_breakdown_hst_v2026.7.6.649.json) → [2026.8.17.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/mge_breakdown_hst_v2026.8.17.1.json) | 0.225 | improved | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage breakdown:imaging/mge/hst:local_cpu_fp64` | -| `breakdown:imaging/pixelization/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.7.6.649](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/pixelization_breakdown_hst_v2026.7.6.649.json) → [2026.8.17.1](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/pixelization_breakdown_hst_v2026.8.17.1.json) | 0.393 | improved | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage breakdown:imaging/pixelization/hst:local_cpu_fp64` | -| `breakdown:imaging/pixelization/hst:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | [2026.5.29.4](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/pixelization_breakdown_hst_v2026.5.29.4_sparse.json) → [2026.7.6.649](https://github.com/PyAutoLabs/autolens_profiling/blob/dcfa056e0bc6d7665740dd17284c7e78024eb878/results/breakdown/imaging/pixelization_breakdown_hst_v2026.7.6.649_sparse.json) | 1.139 | flat | no | baseline row unqualified: no provenance block (pre-#342 row); candidate row unqualified: no provenance block (pre-#342 row) | `/profiling triage breakdown:imaging/pixelization/hst:local_cpu_fp64_sparse` | -| `breakdown:imaging/pixelization_numba/euclid:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/pixelization_numba/euclid:local_cpu_fp64` | -| `breakdown:imaging/pixelization_numba/hst:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/pixelization_numba/hst:local_cpu_fp64` | -| `breakdown:interferometer/delaunay/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay/alma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay/sma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba/sma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_direct_conv/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_direct_conv/alma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_direct_conv/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_direct_conv/sma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_jax/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_jax/alma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_jax/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_jax/sma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_reference/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_reference/alma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_reference/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_reference/sma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_source_loop/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_source_loop/sma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_symmetric/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_symmetric/sma:local_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba_two_stage/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba_two_stage/sma:local_cpu_fp64` | -| `breakdown:interferometer/mge/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge/alma:local_cpu_fp64` | -| `breakdown:interferometer/mge/alma:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge/alma:local_cpu_fp64_sparse` | -| `breakdown:interferometer/mge/alma_high:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge/alma_high:local_cpu_fp64` | -| `breakdown:interferometer/mge/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge/sma:local_cpu_fp64` | -| `breakdown:interferometer/mge/sma:local_cpu_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge/sma:local_cpu_fp64_sparse` | -| `breakdown:interferometer/mge_dft/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge_dft/sma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization/alma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization/sma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba/sma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba_direct_conv/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba_direct_conv/alma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba_direct_conv/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba_direct_conv/sma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba_jax/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba_jax/alma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba_jax/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba_jax/sma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba_reference/alma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba_reference/alma:local_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba_reference/sma:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba_reference/sma:local_cpu_fp64` | -| `breakdown:point_source_image/image_plane/simple:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:point_source_image/image_plane/simple:local_cpu_fp64` | -| `breakdown:point_source_source/source_plane/simple:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:point_source_source/source_plane/simple:local_cpu_fp64` | - -### lens / comparisons on cpu · cpu · mixed - -| Comparison | Policy | Axis · metric | Baseline → candidate | Ratio (producer) | Status | Qualified | Reasons | Triage | -|---|---|---|---|---:|---|---|---|---| -| `runtime:imaging/delaunay/hst:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/hst:local_cpu_mp` | -| `runtime:imaging/delaunay/hst:local_cpu_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/hst:local_cpu_mp_sparse` | -| `runtime:imaging/delaunay/jwst:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/jwst:local_cpu_mp` | -| `runtime:imaging/delaunay/jwst:local_cpu_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/jwst:local_cpu_mp_sparse` | -| `runtime:imaging/mge/ao:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/ao:local_cpu_mp` | -| `runtime:imaging/mge/hst:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/hst:local_cpu_mp` | -| `runtime:imaging/mge/hst:local_cpu_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/hst:local_cpu_mp_sparse` | -| `runtime:imaging/mge/jwst:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/jwst:local_cpu_mp` | -| `runtime:imaging/mge/jwst:local_cpu_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/mge/jwst:local_cpu_mp_sparse` | -| `runtime:imaging/pixelization/hst:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/hst:local_cpu_mp` | -| `runtime:imaging/pixelization/hst:local_cpu_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/hst:local_cpu_mp_sparse` | -| `runtime:imaging/pixelization/jwst:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/jwst:local_cpu_mp` | -| `runtime:imaging/pixelization/jwst:local_cpu_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/jwst:local_cpu_mp_sparse` | -| `runtime:interferometer/delaunay/alma:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:interferometer/delaunay/alma:local_cpu_mp` | -| `runtime:interferometer/delaunay/sma:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:interferometer/delaunay/sma:local_cpu_mp` | -| `runtime:interferometer/mge/sma:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:interferometer/mge/sma:local_cpu_mp` | -| `runtime:interferometer/pixelization/sma:local_cpu_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:interferometer/pixelization/sma:local_cpu_mp` | - -### lens / comparisons on a100 · gpu · float64 - -| Comparison | Policy | Axis · metric | Baseline → candidate | Ratio (producer) | Status | Qualified | Reasons | Triage | -|---|---|---|---|---:|---|---|---|---| -| `runtime:imaging/delaunay/hst:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/hst:hpc_a100_fp64` | -| `runtime:imaging/delaunay/hst:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay/hst:hpc_a100_fp64_sparse` | -| `runtime:imaging/delaunay_nn/hst:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay_nn/hst:hpc_a100_fp64` | -| `runtime:imaging/delaunay_nn/hst:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/delaunay_nn/hst:hpc_a100_fp64_sparse` | -| `runtime:imaging/pixelization/hst:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/hst:hpc_a100_fp64` | -| `runtime:imaging/pixelization/hst:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:imaging/pixelization/hst:hpc_a100_fp64_sparse` | -| `runtime:point_source_source/source_plane_solved:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:point_source_source/source_plane_solved:hpc_a100_fp64` | -| `breakdown:datacube/delaunay/alma_high:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:datacube/delaunay/alma_high:hpc_a100_fp64` | -| `breakdown:imaging/delaunay/hst:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay/hst:hpc_a100_fp64` | -| `breakdown:imaging/delaunay/hst:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay/hst:hpc_a100_fp64_sparse` | -| `breakdown:imaging/delaunay_nn/hst:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay_nn/hst:hpc_a100_fp64` | -| `breakdown:imaging/delaunay_nn/hst:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay_nn/hst:hpc_a100_fp64_sparse` | -| `breakdown:imaging/mge/hst:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/mge/hst:hpc_a100_fp64` | -| `breakdown:imaging/pixelization/hst:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/pixelization/hst:hpc_a100_fp64` | -| `breakdown:imaging/pixelization/hst:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/pixelization/hst:hpc_a100_fp64_sparse` | -| `breakdown:interferometer/alma_high/delaunay/alma_high:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/delaunay/alma_high:hpc_a100_fp64` | -| `breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_fp64` | -| `breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_fp64_sparse` | -| `breakdown:interferometer/alma_high/pixelization/alma_high:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/pixelization/alma_high:hpc_a100_fp64` | -| `breakdown:interferometer/delaunay/alma:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay/alma:hpc_a100_fp64` | -| `breakdown:interferometer/jvla/delaunay/jvla:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/jvla/delaunay/jvla:hpc_a100_fp64` | -| `breakdown:interferometer/jvla/mge/jvla:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/jvla/mge/jvla:hpc_a100_fp64` | -| `breakdown:interferometer/jvla/mge/jvla:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/jvla/mge/jvla:hpc_a100_fp64_sparse` | -| `breakdown:interferometer/jvla/pixelization/jvla:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/jvla/pixelization/jvla:hpc_a100_fp64` | -| `breakdown:interferometer/mge/alma:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge/alma:hpc_a100_fp64` | -| `breakdown:interferometer/mge/alma:hpc_a100_fp64_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/mge/alma:hpc_a100_fp64_sparse` | -| `breakdown:interferometer/pixelization/alma:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization/alma:hpc_a100_fp64` | -| `breakdown:interferometer/sma/delaunay/sma:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/delaunay/sma:hpc_a100_fp64` | -| `breakdown:interferometer/sma/mge/sma:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/mge/sma:hpc_a100_fp64` | -| `breakdown:interferometer/sma/pixelization/sma:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/pixelization/sma:hpc_a100_fp64` | -| `breakdown:point_source_source/source_plane/simple:hpc_a100_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:point_source_source/source_plane/simple:hpc_a100_fp64` | - -### lens / comparisons on cpu · backend unknown · float64 - -| Comparison | Policy | Axis · metric | Baseline → candidate | Ratio (producer) | Status | Qualified | Reasons | Triage | -|---|---|---|---|---:|---|---|---|---| -| `runtime:point_source_image/image_plane_solved:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:point_source_image/image_plane_solved:local_cpu_fp64` | -| `runtime:point_source_source/source_plane_solved:local_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:point_source_source/source_plane_solved:local_cpu_fp64` | - -### lens / comparisons on ral_cpu · cpu · float64 - -| Comparison | Policy | Axis · metric | Baseline → candidate | Ratio (producer) | Status | Qualified | Reasons | Triage | -|---|---|---|---|---:|---|---|---|---| -| `runtime:point_source_source/source_plane_solved:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage runtime:point_source_source/source_plane_solved:hpc_ral_cpu_fp64` | -| `breakdown:cluster/image_plane:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:cluster/image_plane:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/alma_high/delaunay/alma_high:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/delaunay/alma_high:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/alma_high/delaunay_numba/alma_high:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/delaunay_numba/alma_high:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/alma_high/pixelization/alma_high:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/pixelization/alma_high:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/alma_high/pixelization_numba/alma_high:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/pixelization_numba/alma_high:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/delaunay/alma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay/alma:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/delaunay_numba/alma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay_numba/alma:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/pixelization/alma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization/alma:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/pixelization_numba/alma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization_numba/alma:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/sma/delaunay/sma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/delaunay/sma:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/sma/delaunay_numba/sma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/delaunay_numba/sma:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/sma/pixelization/sma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/pixelization/sma:hpc_ral_cpu_fp64` | -| `breakdown:interferometer/sma/pixelization_numba/sma:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/pixelization_numba/sma:hpc_ral_cpu_fp64` | -| `breakdown:point_source_image/image_plane/simple:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:point_source_image/image_plane/simple:hpc_ral_cpu_fp64` | -| `breakdown:point_source_source/source_plane/simple:hpc_ral_cpu_fp64` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:point_source_source/source_plane/simple:hpc_ral_cpu_fp64` | - -### lens / comparisons on a100 · gpu · mixed - -| Comparison | Policy | Axis · metric | Baseline → candidate | Ratio (producer) | Status | Qualified | Reasons | Triage | -|---|---|---|---|---:|---|---|---|---| -| `breakdown:datacube/delaunay/alma_high:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:datacube/delaunay/alma_high:hpc_a100_mp` | -| `breakdown:imaging/delaunay/hst:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay/hst:hpc_a100_mp` | -| `breakdown:imaging/delaunay/hst:hpc_a100_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/delaunay/hst:hpc_a100_mp_sparse` | -| `breakdown:imaging/pixelization/hst:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/pixelization/hst:hpc_a100_mp` | -| `breakdown:imaging/pixelization/hst:hpc_a100_mp_sparse` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:imaging/pixelization/hst:hpc_a100_mp_sparse` | -| `breakdown:interferometer/alma_high/delaunay/alma_high:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/delaunay/alma_high:hpc_a100_mp` | -| `breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/mge/alma_high:hpc_a100_mp` | -| `breakdown:interferometer/alma_high/pixelization/alma_high:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/alma_high/pixelization/alma_high:hpc_a100_mp` | -| `breakdown:interferometer/delaunay/alma:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/delaunay/alma:hpc_a100_mp` | -| `breakdown:interferometer/jvla/delaunay/jvla:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/jvla/delaunay/jvla:hpc_a100_mp` | -| `breakdown:interferometer/jvla/mge/jvla:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/jvla/mge/jvla:hpc_a100_mp` | -| `breakdown:interferometer/jvla/pixelization/jvla:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/jvla/pixelization/jvla:hpc_a100_mp` | -| `breakdown:interferometer/pixelization/alma:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/pixelization/alma:hpc_a100_mp` | -| `breakdown:interferometer/sma/delaunay/sma:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/delaunay/sma:hpc_a100_mp` | -| `breakdown:interferometer/sma/pixelization/sma:hpc_a100_mp` | runtime-drift-2x-1ms | runtime · single_jit_s | — → — | — | insufficient | no | one release only | `/profiling triage breakdown:interferometer/sma/pixelization/sma:hpc_a100_mp` | +- Legacy evidence remains unreviewed; no new baseline has been accepted. +- Source-row isolation prevents cross-file joins where complete configuration identity is unknown. +- The v1 production feed remains published during migration; this is the companion v2 catalogue. +- Indexed-only evidence and static estimates are not successful measurements or measured peak VRAM. +
diff --git a/pulse/board.py b/pulse/board.py index 11723e3..2ae66da 100644 --- a/pulse/board.py +++ b/pulse/board.py @@ -31,7 +31,7 @@ from datetime import UTC, datetime from pathlib import Path -from pulse import ORGAN_ROOT, campaigns +from pulse import ORGAN_ROOT, campaigns, setup_browser from pulse import summary as summary_mod from pulse.ingest import Snapshot @@ -339,6 +339,27 @@ def _md_detail(s: Snapshot, now: str | None = None) -> list[str]: def render_markdown(views, now: str | None = None, campaign_data: dict | None = None) -> str: now = now or _utc_now() + if any((s.doc or {}).get("version") == 2 for s in views): + out = [ + "# PyAutoPulse — profiling dashboard", + "", + campaigns.markdown(campaign_data if campaign_data is not None else campaigns.load()), + f"[Interactive board]({PAGES_URL})", + "", + ] + for snapshot in views: + if snapshot.failed or snapshot.cached: + out += [f"**{snapshot.instance.instance}: {integrity(snapshot)}**", ""] + if (snapshot.doc or {}).get("version") == 2: + out += setup_browser.markdown(snapshot) + out += [ + "
Capture, qualification and legacy diagnostics", + "", + *_md_detail(snapshot, now), + "
", + "", + ] + return "\n".join(out).rstrip("\n") + "\n" out = [ "# PyAutoPulse — profiling dashboard", "", @@ -377,68 +398,29 @@ def render_markdown(views, now: str | None = None, campaign_data: dict | None = # ----------------------------------------------------------------- html --- CSS = """ -:root{--bg:#ffffff;--fg:#1f2328;--muted:#59636e;--card:#f6f8fa;--line:#d1d9e0; ---accent:#0b7a4b;--hero1:#062b1c;--hero2:#000000;--glow:#2ee88f;--ok:#1a7f37;--warn:#9a6700; ---bad:#cf222e} -@media (prefers-color-scheme:dark){:root:not([data-theme="light"]){--bg:#0d1117;--fg:#e6edf3; ---muted:#9198a1;--card:#151b23;--line:#3d444d;--accent:#34d399;--ok:#3fb950;--warn:#d29922; ---bad:#f85149}} -:root[data-theme="dark"]{--bg:#0d1117;--fg:#e6edf3;--muted:#9198a1;--card:#151b23; ---line:#3d444d;--accent:#34d399;--ok:#3fb950;--warn:#d29922;--bad:#f85149} -*{box-sizing:border-box} -body{margin:0;background:var(--bg);color:var(--fg); -font:15px/1.5 -apple-system,BlinkMacSystemFont,"Segoe UI",Helvetica,Arial,sans-serif} -main{max-width:1200px;margin:0 auto;padding:0 16px 48px} -.hero{background:radial-gradient(circle at 30% 20%,var(--hero1),var(--hero2));color:#fff; -padding:28px 16px 22px;text-align:center} -.hero h1{margin:0;font-size:28px;letter-spacing:.5px}.hero h1 span{color:var(--glow)} -.hero p{margin:6px 0 0;color:#bfe9d3;font-size:13px;letter-spacing:2px;text-transform:uppercase} -h2,h3{color:var(--accent)}h2{border-bottom:1px solid var(--line);padding-bottom:4px;margin-top:32px} -a{color:var(--accent)} -.lede{color:var(--muted)} -.tablewrap{overflow-x:auto} -table{border-collapse:collapse;width:100%;font-size:14px} -th,td{border-bottom:1px solid var(--line);padding:6px 8px;text-align:left;vertical-align:top} -td.num{text-align:right;white-space:nowrap} -.ok{color:var(--ok)}.warn{color:var(--warn)}.bad{color:var(--bad)}.muted{color:var(--muted)} -.notions{display:grid;grid-template-columns:repeat(auto-fit,minmax(220px,1fr));gap:8px;margin:8px 0} -.notions div{background:var(--card);border:1px solid var(--line);border-radius:8px;padding:8px 12px} -.notions b{display:block;font-size:12px;color:var(--muted);text-transform:uppercase;letter-spacing:1px} -.stats{display:flex;flex-wrap:wrap;gap:12px;margin:16px 0} -.stats div{background:var(--card);border:1px solid var(--line);border-radius:8px;padding:8px 14px} -.stats b{display:block;font-size:20px;color:var(--accent)}.stats span{font-size:12px;color:var(--muted)} -button[data-copy]{font:12px ui-monospace,SFMono-Regular,Menlo,monospace;text-align:left; -background:var(--bg);color:var(--fg);border:1px solid var(--line);border-radius:6px; -padding:3px 6px;cursor:pointer;word-break:break-all} -button.copied{border-color:var(--ok)} -.checkin textarea{display:block;width:100%;font:inherit;font-size:14px;line-height:1.5;background:var(--card);color:var(--fg);border:1px solid var(--line);border-radius:8px;padding:12px;margin:8px 0;resize:vertical} -#copy-checkin{background:var(--accent);color:var(--bg);border:0;border-radius:6px;padding:10px 16px;cursor:pointer;font-weight:600} -#copy-status{margin-left:12px} -code{color:var(--accent);word-break:break-all} +.controls{margin:1.2rem 0}.prompt-action{display:flex;flex-wrap:wrap;gap:.5rem .8rem;align-items:center;margin:.7rem 0}.prompt-action details{flex-basis:100%}.prompt-action details:not([open]){flex-basis:auto}.prompt-action summary{cursor:pointer;font-size:.8rem;color:var(--muted)} +.prompt-action textarea{width:100%;display:block;margin:.5rem 0;padding:.7rem;font:inherit;font-size:.85rem;color:var(--fg);background:var(--btn);border:1px solid var(--line);border-radius:8px;resize:vertical}.review-meta{font-size:.75rem;color:var(--muted)} +.campaign-table table{width:100%;table-layout:fixed}.campaign-table th:first-child{width:66%}.campaign-table th:nth-child(2){width:21%}.campaign-table th:last-child{width:13%}.campaign-table td{vertical-align:top;padding:.7rem .45rem}.campaign-table strong{font-weight:600}.campaign-detail{margin:.2rem 0 0}.campaign-detail summary{cursor:pointer;font-size:.8rem;padding:.15rem 0}.campaign-detail h3{font-size:.9rem}.campaign-task{border-top:1px solid var(--line);padding:.6rem 0}.campaign-task h4,.campaign-task p{margin:.3rem 0}.campaign-task h4{font-size:.85rem}.campaign-task p{font-size:.8rem}.link-icons{display:flex;gap:.3rem;flex-wrap:wrap}.icon-link{display:inline-flex;justify-content:center;align-items:center;width:2rem;min-height:2rem;border:1px solid var(--line);border-radius:6px;text-decoration:none}.capture-details{margin:1.5rem 0}.capture-details summary{cursor:pointer}.tablewrap{overflow-x:auto}.notions{font-size:.85rem}.warn{color:var(--warn)}.bad{color:var(--bad)}.ok{color:var(--ok)} +@media(max-width:34rem){.campaign-table th:first-child{width:57%}.campaign-table th:nth-child(2){width:26%}.campaign-table th:last-child{width:17%}.campaign-table td{padding:.55rem .3rem}.campaign-table .pill{font-size:.65rem;overflow-wrap:anywhere;white-space:normal;text-overflow:clip}.campaign-table{font-size:.8rem}} """ JS = """ -var copyCheckin=document.getElementById('copy-checkin'); -if(copyCheckin){copyCheckin.addEventListener('click',async function(){ - var field=document.getElementById('checkin-prompt'), status=document.getElementById('copy-status'); - try { - if(navigator.clipboard && window.isSecureContext){await navigator.clipboard.writeText(field.value)} - else {field.focus();field.select();if(!document.execCommand('copy')){throw new Error('copy unavailable')}} - status.textContent='Copied'; - } catch(error){field.focus();field.select();status.textContent='Select and copy the prompt above.'} -});} - -document.querySelectorAll('button[data-copy]').forEach(function(b){ - b.addEventListener('click',function(){ - var t=b.getAttribute('data-copy'); - var done=function(){b.classList.add('copied');setTimeout(function(){b.classList.remove('copied')},1200)}; - if(navigator.clipboard){navigator.clipboard.writeText(t).then(done,function(){})} +document.querySelectorAll('button[data-field]').forEach(function(button){ + button.addEventListener('click',async function(){ + var field=document.getElementById(button.dataset.field), status=document.getElementById('copy-status'); + try{if(navigator.clipboard&&window.isSecureContext){await navigator.clipboard.writeText(field.value)} + else{field.closest('details').open=true;field.focus();field.select();if(!document.execCommand('copy'))throw Error('copy unavailable')} + status.textContent='Copied';} + catch(error){field.closest('details').open=true;field.focus();field.select();status.textContent='Select and copy the prompt above.'} }); }); -document.querySelectorAll('[data-age-from]').forEach(function(el){ - var t=Date.parse(el.getAttribute('data-age-from')); - if(!isNaN(t)){el.textContent=' · '+Math.max(0,Math.floor((Date.now()-t)/864e5))+' d today';} -}); +document.querySelectorAll('[data-open]').forEach(function(link){link.addEventListener('click',function(){var target=document.getElementById(link.dataset.open);target.open=true;target.querySelector('summary').focus();});}); +document.querySelectorAll('button[data-copy]').forEach(function(button){button.addEventListener('click',async function(){ + try{await navigator.clipboard.writeText(button.dataset.copy);button.textContent='Copied';} + catch(error){var field=document.createElement('textarea');field.value=button.dataset.copy;button.after(field);field.focus();field.select();} +});}); +function openCampaign(){var id=location.hash.slice(1);if(id.startsWith('campaign-')){var target=document.getElementById(id);if(target)target.open=true;}} +window.addEventListener('hashchange',openCampaign);openCampaign(); """ @@ -553,43 +535,39 @@ def _html_detail(s: Snapshot, now: str | None = None) -> str: def render_html(views, now: str | None = None, campaign_data: dict | None = None) -> str: now = now or _utc_now() - rows = [] - for s in views: - inst = s.instance - rows.append( - f"{_e(inst.instance)} " - f"{_e(inst.repo)}" - f"{_e((s.doc or {}).get('scope') or '—')}{_e(evidence(s))}" - f"{_e(last_fetch(s))}{_e(coverage(s))}" - f"{_e(integrity(s))}" - f"{_e(freshness(s, now))}{_e(qualification(s))}" - f"dashboard · " - f"repo · " - f"receipt" + shared = setup_browser.theme() + browser_css, browser_js = setup_browser.assets() + content = [] + for snapshot in views: + name = snapshot.instance.instance + if snapshot.failed or snapshot.cached: + content.append( + f'

{_e(name)}: {_e(integrity(snapshot))}. Displayed evidence retains its captured source.

' + ) + content.append(setup_browser.render(snapshot)) + if (snapshot.doc or {}).get("version") != 2: + content.append( + f"

{_e(name)}: setup catalogue unavailable; original project evidence remains below.

" + ) + content.append( + '
' + + _e(name) + + " · capture, qualification and legacy diagnostics" + + _html_detail(snapshot, now) + + "
" ) - tiles = "".join(f"
{n}{_e(label)}
" for label, n in counts(views)) - lede = _e(LEDE).replace("`/profiling triage`", "/profiling triage") - lede = re.sub(r"`(.+?)`", r"\1", lede) - notions = re.sub(r"\*\*(.+?)\*\*", r"\1", _e(NOTIONS)) - notions = re.sub(r"`(.+?)`", r"\1", notions) return ( - "\n" - "" + '\n' + '' "PyAutoPulse dashboard" "" - f"" - "

PyAutoPulse

" - "

Measure. Trace. Compare.

" - f"
{campaigns.render_html(campaign_data if campaign_data is not None else campaigns.load())}" - f"

{lede}

" - f"
{tiles}
" - "

Projects

" - "
" - "" - "" - f"{''.join(rows)}
ProjectScopeEvidenceLast fetchCoverageIntegrityFreshnessQualificationLinks
" - f"

{notions}

" - f"{''.join(_html_detail(s, now) for s in views)}
\n" + f"" + + shared.hero("pulse", "Profiling dashboard") + + "
" + + campaigns.render_html(campaign_data if campaign_data is not None else campaigns.load()) + + "".join(content) + + "
" + + f"\n" ) diff --git a/pulse/campaigns.py b/pulse/campaigns.py index 3170056..8e56806 100644 --- a/pulse/campaigns.py +++ b/pulse/campaigns.py @@ -94,50 +94,50 @@ def _md(value) -> str: return html.escape(str(value)).replace("|", "\\|").replace("\n", " ") +FIX_PROMPT = """Use the bug and profiling skills to investigate profiling problems systematically. Read PyAutoPulse/AGENTS.md, CHECKIN.md, campaigns.yaml and the relevant project evidence. Identify one concrete symptom, distinguish correctness from performance and measurement quality, and trace it to the exact setup, software and hardware. Preserve original evidence and unknowns; never call unreviewed timings a regression or accepted baseline. Propose a bounded plan and route any code changes through start-dev. Do not launch compute, change defaults or baselines, release or merge without the corresponding authorization.""" + + def markdown(data: dict) -> str: rows = [ marker(data), - "## Check in on all profiling work", + "## Profiling Check In", "", - "Copy this into one chat. Add a campaign focus or idea before or after it, or leave it unchanged.", + "
Full check-in prompt", "", "```text", PROMPT, "```", "", - f"Last check-in: {data.get('last_checkin') or 'not recorded yet'}. Ledger dates are review dates, not measurement freshness.", + "
", + "", + f"Last check-in: {data.get('last_checkin') or 'not recorded yet'} (review date, not measurement freshness).", "", "## Active campaigns", "", - "| Campaign | Status | Open tasks | Next step | Reviewed |", - "|---|---|---:|---|---|", ] for c in data["campaigns"]: if c["status"] in CLOSED: continue - n = sum(t["campaign"] == c["id"] and t["status"] not in CLOSED for t in data["tasks"]) - title = f"[{_md(c['title'])}]({c['evidence']})" if c.get("evidence") else _md(c["title"]) - rows.append(f"| {title} | {c['status']} | {n} | {_md(c['next'])} | {c['updated']} |") + rows += [ + f"
{_md(c['title'])} — {c['status']}", + "", + f"Reviewed {c['updated']}. {_md(c['next'])}", + "", + ] + if c.get("evidence"): + rows.append(f"[Campaign evidence]({c['evidence']})") + rows += ["", "### Active tasks", ""] + for task in data["tasks"]: + if task["campaign"] == c["id"] and task["status"] not in CLOSED: + rows.append( + f"- [{_md(task['title'])}]({URL}{task['path']}) — {task['status']}: {_md(task['next'])}" + ) + rows += ["", "
", ""] rows += [ - "", - "## Active tasks", - "", - "Open means tracked, not necessarily running. Blockers and decisions still apply.", - "", - "| Task | Campaign | Status | Priority | Next step |", - "|---|---|---|---|---|", - ] - for t in data["tasks"]: - if t["status"] not in CLOSED: - rows.append( - f"| [{_md(t['title'])}]({URL}{t['path']}) | {t['campaign']} | {t['status']} | {_md(t.get('priority', 'normal'))} | {_md(t['next'])} |" - ) - rows += [ - "", - "Completed and superseded tasks remain in the [ledger](" + URL + "campaigns.yaml).", - "", "## Profiling evidence", "", + "Choose a project, dataset and model on the interactive board.", + "", ] return "\n".join(rows) @@ -146,46 +146,56 @@ def render_html(data: dict) -> str: def e(value): return html.escape(str(value), quote=True) - campaigns = [] + def action(key, title, prompt, review=""): + return ( + f'
{review}' + f'
Full prompt' + f'
' + ) + + reviewed = str(data.get("last_checkin") or "not recorded yet") + review = f'Last check-in: {e(reviewed[:10] if data.get("last_checkin") else reviewed)} · review date' + parts = [ + marker(data), + '
', + action("fix", "Fix Profiling Systematically", FIX_PROMPT), + action("checkin", "Profiling Check In", PROMPT, review), + '
', + '

Active campaigns

', + ] for c in data["campaigns"]: if c["status"] in CLOSED: continue - n = sum(t["campaign"] == c["id"] and t["status"] not in CLOSED for t in data["tasks"]) - title = ( - f'{e(c["title"])}' - if c.get("evidence") - else e(c["title"]) + tasks = [t for t in data["tasks"] if t["campaign"] == c["id"] and t["status"] not in CLOSED] + details_id = "campaign-" + c["id"] + parts.append( + f'" - ) - tasks = [] - for t in data["tasks"]: - if t["status"] in CLOSED: - continue - issue = f' · issue' if t.get("issue") else "" - tasks.append( - f'' + if not tasks: + parts.append('

No open tasks.

') + for t in tasks: + issue = ( + f'↗' + if t.get("issue") + else "" + ) + parts.append( + f'

{e(t["title"])}{issue}

{e(t["status"])} · {e(t.get("priority", "normal"))}

{e(t["next"])}

' + ) + parts.append( + f'' ) - - return ( - marker(data) + '

Check in on all profiling work

' - "

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

" - f'' - '' - f'

Last check-in: {e(data.get("last_checkin") or "not recorded yet")}. Ledger dates are review dates, not measurement freshness.

' - '

Active campaigns

' - + table(["Campaign", "Status", "Open tasks", "Next step", "Reviewed"], campaigns) - + '

Active tasks

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

' - + table(["Task", "Campaign", "Status", "Priority", "Next step"], tasks) - + f'

Completed and superseded tasks remain in the ledger.

Profiling evidence

' - ) + parts += [ + '
CampaignStatusLinks
{e(c["title"])}
{len(tasks)} {"task" if len(tasks) == 1 else "tasks"} · next step

{e(c["next"])}

Reviewed {e(c["updated"])}

Active tasks

' ) - campaigns.append( - f"
{title}{e(c['status'])}{n}{e(c['next'])}{e(c['updated'])}
{e(t["title"])}{issue}{e(t["campaign"])}{e(t["status"])}{e(t.get("priority", "normal"))}{e(t["next"])}
{e(c["status"])}
' ) - - def table(headers, rows): - return ( - '
' - + "".join(f"" for h in headers) - + "" - + "".join(rows) - + "
{h}
" + if c.get("evidence"): + parts.append( + f'↗' + ) + parts.append( + f'☷

Open means tracked, not necessarily running. Full ledger ↗

', + '

Profiling evidence

Choose a project, dataset and model. Qualification belongs to each recorded setup.

', + ] + return "".join(parts) diff --git a/pulse/setup_browser.css b/pulse/setup_browser.css new file mode 100644 index 0000000..8829acf --- /dev/null +++ b/pulse/setup_browser.css @@ -0,0 +1,218 @@ +/* Layout additions to Brain's shared Pulse/Heart-family theme. */ +.skip { + position: absolute; + left: -9999px; +} +.skip:focus { + position: static; +} +.intro h2 { + margin-bottom: 0.5rem; +} +.intro p { + margin: 0.5rem 0; +} +.qualification { + font-weight: 650; + color: var(--warn); +} +.quick-links { + display: flex; + flex-wrap: wrap; + gap: 0.5rem 1.2rem; + margin: 1.2rem 0 1.6rem; + font-size: 0.85rem; +} +[data-id="navigation"] details { + border: 1px solid var(--line); + border-radius: 10px; + padding: 0.6rem 0.85rem; + margin: 0.5rem 0; +} +[data-id="navigation"] details details { + margin: 0.5rem 0 0.3rem 1rem; +} +[data-id="navigation"] summary { + cursor: pointer; + font-weight: 650; + padding: 0.35rem 0; +} +.model-choice { + display: block; + text-align: left; + padding: 0.55rem 0.75rem; + margin: 0.3rem 0; + width: 100%; + font: inherit; + cursor: pointer; + border: 1px solid var(--line); + border-radius: 7px; + background: var(--bg); + color: var(--fg); +} +.model-choice[aria-current="true"] { + border-color: var(--accent); + font-weight: 700; +} +[data-id="results"] { + scroll-margin-top: 1rem; + margin-top: 1.6rem; + border-top: 2px solid var(--line); + padding-top: 0.4rem; +} +[data-id="results"] h2 { + font-size: 1.25rem; +} +.selectors { + display: grid; + grid-template-columns: 1fr 2fr; + gap: 0.8rem; + margin: 1rem 0; +} +.selectors label { + display: block; + font-weight: 600; + font-size: 0.85rem; +} +.selectors select { + display: block; + width: 100%; + min-width: 0; + margin-top: 0.35rem; + padding: 0.65rem; + border: 1px solid var(--line); + border-radius: 7px; + background: var(--bg); + color: var(--fg); + font: inherit; +} +.context { + padding: 0.75rem; + border-left: 3px solid var(--accent); + background: var(--btn); + margin: 1rem 0; +} +.context p { + margin: 0.2rem 0; +} +[data-id="results"] details { + margin: 1rem 0; +} +[data-id="results"] summary { + cursor: pointer; + font-weight: 600; +} +.metric-panel { + margin: 1.5rem 0; +} +.metric-panel h3 { + font-size: 1.05rem; +} +.metric-list { + list-style: none; + padding: 0; +} +.metric-row { + padding: 0.65rem 0; + border-bottom: 1px solid var(--line); +} +.metric-title { + display: flex; + justify-content: space-between; + gap: 1rem; + align-items: baseline; +} +.metric-title span { + overflow-wrap: anywhere; +} +.metric-value { + white-space: nowrap; + font-variant-numeric: tabular-nums; + font-weight: 700; +} +.bar-track { + height: 0.45rem; + margin: 0.45rem 0; + border-radius: 4px; + background: var(--line); + overflow: hidden; +} +.bar { + height: 100%; + background: var(--accent); + border-radius: 4px; +} +.metric-meta { + font-size: 0.75rem; + color: var(--muted); +} +.empty { + padding: 0.8rem; + border: 1px dashed var(--line); + border-radius: 8px; + color: var(--muted); +} +.config { + display: grid; + grid-template-columns: minmax(9rem, 1fr) minmax(0, 2fr); + gap: 0.3rem 1rem; + margin: 1rem 0; +} +.config dt { + font-weight: 600; +} +.config dd { + margin: 0; + overflow-wrap: anywhere; +} +.config code { + white-space: pre-wrap; + font-size: 0.8rem; +} +.evidence-list { + padding-left: 1.2rem; +} +.evidence-list li { + overflow-wrap: anywhere; + margin: 0.5rem 0; +} +.status-error { + color: var(--bad); +} +button.retry { + font: inherit; + cursor: pointer; + padding: 0.5rem 0.75rem; +} +[data-id="load-status"]:empty { + display: none; +} +.axis-note { + font-size: 0.85rem; + color: var(--muted); +} +@media (max-width: 40rem) { + .selectors { + grid-template-columns: minmax(0, 1fr); + } + .config { + grid-template-columns: minmax(0, 1fr); + } + .config dd { + margin-bottom: 0.5rem; + } + .metric-title { + align-items: start; + } + [data-id="navigation"] details details { + margin-left: 0.3rem; + } +} + +.metric-panel > summary { + font-size: 1.05rem; +} +.metric-panel { + border-top: 1px solid var(--line); + padding-top: 0.8rem; +} diff --git a/pulse/setup_browser.js b/pulse/setup_browser.js new file mode 100644 index 0000000..9e1611f --- /dev/null +++ b/pulse/setup_browser.js @@ -0,0 +1,744 @@ +/* Pulse v2 reader UI; conventions shared with the project setup browser. + * Consumes captured producer data only. No cross-setup joins or scientific judgement. */ +(() => { + "use strict"; + for (const root of document.querySelectorAll("[data-setup-browser]")) { + const capture = JSON.parse( + root.querySelector(".setup-payload").textContent, + ); + const prefix = "setup-" + capture.instance + "-"; + const $ = (id) => root.querySelector('[data-id="' + id + '"]'); + const status = $("load-status"), + nav = $("navigation"), + results = $("results"); + const repo = capture.repo; + let catalogue = capture.catalogue, + state = {}, + generation = 0; + const cache = new Map(); + const names = { + imaging: "Imaging", + interferometer: "Interferometer", + datacube: "Datacube", + point_source_image: "Point source · image plane", + point_source_source: "Point source · source plane", + multi_dataset: "Multiple datasets", + cluster: "Cluster", + lens: "Lens components", + experiments: "Other experiments", + }; + const models = { + delaunay: "Delaunay", + rectangular: "Rectangular", + mge: "MGE", + delaunay_nn: "Delaunay natural neighbour", + }; + const label = (value) => + models[value] || names[value] || String(value).replaceAll("_", " "); + function node(tag, text, cls) { + const el = document.createElement(tag); + if (text !== undefined) el.textContent = text; + if (cls) el.className = cls; + return el; + } + function append(parent, tag, text, cls) { + const el = node(tag, text, cls); + parent.append(el); + return el; + } + function source(path) { + if ( + typeof path !== "string" || + path.split("/").some((p) => !p || p === "." || p === "..") || + /[\\:\x00-\x1f]/.test(path) + ) + throw Error("Unsafe evidence path"); + return ( + repo + + "/blob/" + + encodeURIComponent(capture.commit || "main") + + "/" + + path.split("/").map(encodeURIComponent).join("/") + ); + } + function link(parent, path, text) { + const a = append(parent, "a", text); + a.href = source(path); + return a; + } + function disclosure(parent, title) { + const d = append(parent, "details"); + append(d, "summary", title); + return d; + } + const instrument = (s) => s.instrument || "unspecified"; + function configurationLabel(s) { + if (s.role === "planned_baseline") return "Baseline · not measured"; + const info = (catalogue.evidence_shards || []).find( + (item) => item.setup_id === s.id, + ); + const axes = { + runtime: "Runtime", + breakdown: "Breakdown", + compile: "Compile", + memory: "Memory", + }; + const recorded = catalogue.records.filter((r) => r.setup_id === s.id); + const axisNames = info?.axes || [...new Set(recorded.map((r) => r.axis))]; + const devices = info?.devices || [ + ...new Set(recorded.map((r) => r.identity.device).filter(Boolean)), + ]; + const precisions = info?.precisions || [ + ...new Set(recorded.map((r) => r.identity.precision).filter(Boolean)), + ]; + const pixels = s.configuration.source_pixels?.value; + return [ + s.role === "reference_candidate" ? "Reference candidate" : "Archive", + axisNames.map((a) => axes[a] || a).join(" + ") || + "Recorded configuration", + devices.map((d) => d.toUpperCase()).join(" / "), + precisions.join(" / "), + pixels == null ? null : pixels + " source pixels", + (s.configuration_id || s.id).slice(-6), + ] + .filter(Boolean) + .join(" · "); + } + + async function verified(path, expected) { + const response = await fetch(path); + if (!response.ok) + throw Error("Could not load evidence (HTTP " + response.status + ")."); + const bytes = await response.arrayBuffer(); + if (!crypto.subtle) + throw Error( + "Evidence verification needs HTTPS or localhost. Original evidence links remain available.", + ); + const actual = Array.from( + new Uint8Array(await crypto.subtle.digest("SHA-256", bytes)), + (x) => x.toString(16).padStart(2, "0"), + ).join(""); + if (actual !== expected) + throw Error( + "Evidence changed since this page was published. Reload the page to get a matching catalogue.", + ); + return JSON.parse(new TextDecoder().decode(bytes)); + } + function route(next, push = true) { + next = Object.keys(next).length + ? { ...next, instance: capture.instance } + : {}; + state = next; + const hash = new URLSearchParams( + Object.entries(next).filter(([, v]) => v), + ); + if (push && location.hash.slice(1) !== hash.toString()) + history.pushState(null, "", "#" + hash); + render(); + if (push) + window.dispatchEvent( + new CustomEvent("setup-route", { detail: capture.instance }), + ); + } + function fromURL() { + const incoming = Object.fromEntries( + new URLSearchParams(location.hash.slice(1)), + ); + route(incoming.instance === capture.instance ? incoming : {}, false); + } + function navigation() { + nav.replaceChildren(); + const project = disclosure(nav, capture.label); + project.dataset.id = "project-picker"; + project.open = false; + const families = [ + ...new Set([ + ...catalogue.setups.map((s) => s.dataset), + ...(catalogue.navigation || []) + .filter((s) => s.category === "scientific_entrypoint") + .map((s) => s.dataset), + ]), + ]; + families.sort( + (a, b) => Object.keys(names).indexOf(a) - Object.keys(names).indexOf(b), + ); + for (const dataset of families) { + const family = disclosure(project, label(dataset)); + family.dataset.family = dataset; + const choices = [ + ...new Set([ + ...catalogue.setups + .filter((s) => s.dataset === dataset) + .map((s) => s.model), + ...(catalogue.navigation || []) + .filter( + (s) => + s.category === "scientific_entrypoint" && + s.dataset === dataset, + ) + .map((s) => s.model), + ]), + ].sort(); + for (const model of choices) { + const button = append(family, "button", label(model), "model-choice"); + button.type = "button"; + button.dataset.dataset = dataset; + button.dataset.model = model; + button.onclick = () => { + route({ dataset, model }); + $("results").scrollIntoView({ behavior: "smooth", block: "start" }); + }; + } + } + const shared = disclosure(project, "Shared measurement tools"); + const tools = [ + ...new Set( + (catalogue.navigation || []) + .filter((s) => s.category === "shared_measurement_tools") + .map((s) => s.path.split("/")[2]), + ), + ]; + for (const tool of tools) { + const details = disclosure(shared, label(tool)); + const ul = append(details, "ul", "", "evidence-list"); + (catalogue.navigation || []) + .filter( + (s) => + s.category === "shared_measurement_tools" && + s.path.split("/")[2] === tool, + ) + .forEach((s) => + link(append(ul, "li"), s.path, s.path.split("/").at(-1)), + ); + } + } + function selector(parent, id, title, options, value, change) { + const l = append(parent, "label", title); + l.htmlFor = prefix + id; + const select = append(l, "select"); + select.id = prefix + id; + select.dataset.id = id; + options.forEach(([v, t]) => { + const o = append(select, "option", t); + o.value = v; + }); + select.value = value; + select.onchange = () => change(select.value); + return select; + } + function metadata(setup) { + const details = disclosure(results, "Configuration details"); + const dl = append(details, "dl", "", "config"); + const entries = Object.entries(setup.configuration || {}); + const priority = [ + "source_pixels", + "psf_shape", + "image_shape", + "image_pixels_masked", + "n_vis", + "regularization", + "transformer", + "oversampling", + ]; + entries.sort( + ([a], [b]) => + (priority.includes(a) ? priority.indexOf(a) : 99) - + (priority.includes(b) ? priority.indexOf(b) : 99), + ); + for (const [key, entry] of entries) { + append(dl, "dt", label(key)); + const dd = append(dl, "dd"); + if (entry.value === null) { + append(dd, "span", "Not recorded", "muted"); + dd.title = entry.reason || "Unknown"; + } else + append( + dd, + typeof entry.value === "object" ? "code" : "span", + typeof entry.value === "object" + ? JSON.stringify(entry.value) + : String(entry.value), + ); + } + } + function evidence(setup, records) { + const details = disclosure(results, "Profiling evidence and scripts"); + const ul = append(details, "ul", "", "evidence-list"); + const anchors = new Map(); + if (setup.evidence) + anchors.set(JSON.stringify(setup.evidence), setup.evidence); + records.forEach((r) => + anchors.set(JSON.stringify(r.evidence), r.evidence), + ); + for (const ev of anchors.values()) { + const li = append(ul, "li"); + link(li, ev.path, ev.path); + if (ev.fragment) append(li, "code", " · " + ev.fragment); + } + const scripts = (catalogue.navigation || []).filter( + (s) => s.dataset === setup.dataset && s.model === setup.model, + ); + scripts.forEach((s) => link(append(ul, "li"), s.path, s.path)); + if (!anchors.size && !scripts.length) + append(details, "p", "No evidence has been recorded for this setup."); + } + function qualification(records) { + const heading = results.querySelector(".context .qualification"); + if (heading) + heading.textContent = + "Evidence status: " + + [...new Set(records.map((r) => r.validation.status))].join(" / "); + const d = disclosure(results, "Qualification and measurement method"); + for (const r of records) { + const p = append(d, "p"); + append(p, "strong", r.metric + ": "); + append( + p, + "span", + "Exact recorded value: " + + r.measurement[r.metric] + + " " + + r.unit + + ". ", + ); + append(p, "span", r.validation.status + " — " + r.validation.reason); + append( + d, + "p", + "Host: " + + (r.provenance.host || "not recorded") + + " · precision: " + + (r.identity.precision || "not recorded") + + " · software: " + + JSON.stringify(r.identity.software), + "metric-meta", + ); + append(d, "p", "Method: " + JSON.stringify(r.method), "metric-meta"); + } + } + function panels(records) { + const axes = { + runtime: [ + "Likelihood runtime", + "Full likelihood observations. Single-JIT blocks can include first-call effects; batch timings are not single-call latency.", + ], + breakdown: [ + "Likelihood breakdown", + "Instrumented component costs are not the full compiled likelihood time. Bars compare values only within this setup and unit.", + ], + compile: [ + "Compilation and setup", + "Trace, compile, first call and setup wall time are distinct measurements; do not add them together.", + ], + memory: [ + "Memory", + "Observed host RSS is not GPU VRAM. Static compiler estimates are shown separately.", + ], + }; + for (const [axis, [title, note]] of Object.entries(axes)) { + const section = disclosure(results, title); + section.className = "metric-panel"; + section.open = axis === "runtime"; + append(section, "p", note, "axis-note"); + const rows = records.filter((r) => r.axis === axis); + if (!rows.length) { + append(section, "p", "Not measured for this configuration.", "empty"); + continue; + } + const groups = new Map(); + for (const r of rows) { + const scope = + { + "vmap.batch_time": "Batch wall time", + batch_wall: "Batch wall time", + "vmap.per_call": "Per-replica batch cost", + batch_per_call: "Per-replica batch cost", + single_jit_block: "Single-call observations", + single_call: "Single-call observations", + }[r.metric] || + (axis === "runtime" + ? label(r.metric) + " observations" + : "Component observations"); + const caption = [ + scope, + r.identity.device || "device unknown", + r.identity.backend || "backend unknown", + r.identity.precision || "precision unknown", + r.provenance.host || "host unknown", + r.unit, + ].join(" · "); + const key = JSON.stringify([caption, r.identity, r.method]); + if (!groups.has(key)) groups.set(key, { caption, rows: [] }); + groups.get(key).rows.push(r); + } + for (const { caption, rows: group } of groups.values()) { + append(section, "p", caption, "metric-meta"); + const list = append(section, "ul", "", "metric-list"); + const max = Math.max(...group.map((r) => r.measurement[r.metric])); + for (const r of group) { + const value = r.measurement[r.metric]; + const li = append(list, "li", "", "metric-row"); + const line = append(li, "div", "", "metric-title"); + append(line, "span", label(r.metric)); + const displayUnit = + r.unit === "s" && value > 0 && value < 1 ? "ms" : r.unit; + const displayValue = displayUnit === "ms" ? value * 1000 : value; + const measured = append( + line, + "strong", + Number(displayValue.toPrecision(4)) + " " + displayUnit, + "metric-value", + ); + measured.dataset.value = String(value); + measured.dataset.unit = r.unit; + measured.title = "Exact recorded value: " + value + " " + r.unit; + const track = append(li, "div", "", "bar-track"); + track.setAttribute("aria-hidden", "true"); + const bar = append(track, "div", "", "bar"); + bar.style.width = (max > 0 ? (100 * value) / max : 0) + "%"; + append( + li, + "p", + (r.method.statistic || "Statistic not recorded") + + " · " + + (r.method.repetitions === null + ? "repetitions not recorded" + : r.method.repetitions + " repetitions"), + "metric-meta", + ); + } + } + } + } + function advice(setup) { + const items = [ + ...(catalogue.hazards || []), + ...(catalogue.recommendations || []), + ].filter((x) => x.applies_to.setup_ids.includes(setup.id)); + const d = disclosure(results, "Hazards and setup guidance"); + if (!items.length) + append( + d, + "p", + "No version-qualified hazard or recommendation is bound to this configuration. This is not evidence that it is hazard-free.", + ); + for (const item of items) { + append(d, "h4", item.title); + append(d, "p", item.description); + append(d, "p", item.applies_to.limitations); + const scope = disclosure(d, "Qualification and version applicability"); + append( + scope, + "pre", + JSON.stringify( + { validation: item.validation, applies_to: item.applies_to }, + null, + 2, + ), + ); + item.evidence.forEach((ev) => link(append(d, "p"), ev.path, ev.path)); + } + const unbound = (catalogue.unbound_findings || []).filter((f) => + f.evidence.path.includes("/" + setup.dataset + "/"), + ); + if (unbound.length) { + const other = disclosure( + d, + "Related findings · applicability unverified", + ); + unbound.forEach((f) => { + append(other, "p", f.title + " — " + f.reason); + link(append(other, "p"), f.evidence.path, f.evidence.path); + }); + } + const estimates = (catalogue.static_memory_estimates || []).filter( + (e) => setup.evidence && e.evidence.path === setup.evidence.path, + ); + if (estimates.length) { + const other = disclosure(d, "Static compiler memory estimates"); + estimates.forEach((e) => + append( + other, + "p", + e.per_replica.value + " " + e.per_replica.unit + " · " + e.reason, + ), + ); + } + } + async function render() { + const ticket = ++generation; + results.replaceChildren(); + results.removeAttribute("aria-busy"); + status.textContent = ""; + status.className = ""; + const choices = catalogue.setups.filter( + (s) => s.dataset === state.dataset && s.model === state.model, + ); + nav + .querySelectorAll(".model-choice") + .forEach((b) => + b.setAttribute( + "aria-current", + String( + b.dataset.dataset === state.dataset && + b.dataset.model === state.model, + ), + ), + ); + nav.querySelectorAll("[data-family]").forEach((d) => { + if (d.dataset.family === state.dataset) d.open = true; + }); + if (!state.dataset || !state.model) { + results.hidden = true; + $("project-picker").querySelector("summary").textContent = + capture.label; + return; + } + results.hidden = false; + const picker = $("project-picker"); + picker.open = false; + picker.querySelector("summary").textContent = + capture.label + + " / " + + label(state.dataset) + + " / " + + label(state.model) + + " · change setup"; + append(results, "h2", label(state.dataset) + " / " + label(state.model)); + if (!choices.length) { + append( + results, + "p", + "No catalogue measurements for this model yet.", + "empty", + ); + evidence({ dataset: state.dataset, model: state.model }, []); + return; + } + const instruments = [...new Set(choices.map(instrument))].sort(); + if ( + (state.setup && !choices.some((s) => s.id === state.setup)) || + (state.instrument && !instruments.includes(state.instrument)) + ) { + append( + results, + "p", + "This linked configuration is not in the published catalogue. No substitute measurements are shown.", + "empty", + ); + const choose = append( + results, + "button", + "Choose an available configuration", + "retry", + ); + choose.type = "button"; + choose.onclick = () => + route({ dataset: state.dataset, model: state.model }); + return; + } + const requested = choices.find((s) => s.id === state.setup); + const selectedInstrument = requested + ? instrument(requested) + : instruments.includes(state.instrument) + ? state.instrument + : instrument( + choices.find((s) => s.role === "reference_candidate") || + choices[0], + ); + const rank = (s) => + s.role === "reference_candidate" + ? catalogue.records.some( + (r) => r.setup_id === s.id && r.axis === "runtime", + ) + ? 0 + : 1 + : s.role === "planned_baseline" + ? 3 + : 2; + const variants = choices + .filter((s) => instrument(s) === selectedInstrument) + .sort( + (a, b) => + rank(a) - rank(b) || + configurationLabel(a).localeCompare(configurationLabel(b)), + ); + // Baseline is a coverage placeholder, not a fallback claim that archive evidence is accepted. + const setup = requested || variants[0]; + state = { + instance: capture.instance, + dataset: state.dataset, + model: state.model, + instrument: selectedInstrument, + setup: setup.id, + }; + history.replaceState(null, "", "#" + new URLSearchParams(state)); + const fields = append(results, "div", "", "selectors"); + selector( + fields, + "instrument", + "Instrument", + instruments.map((i) => [ + i, + i === "unspecified" ? "Not specified" : i.toUpperCase(), + ]), + selectedInstrument, + (value) => + route({ + dataset: state.dataset, + model: state.model, + instrument: value, + }), + ); + selector( + fields, + "configuration", + "Configuration / evidence run", + variants.map((s) => [s.id, configurationLabel(s)]), + setup.id, + (value) => route({ ...state, setup: value }), + ); + const context = append(results, "div", "", "context"); + append( + context, + "p", + setup.role === "planned_baseline" + ? "Baseline pending · no accepted measurement" + : "Recorded evidence · inspect qualification below", + "qualification", + ); + append( + context, + "p", + "Other devices or runs may have different settings. This view keeps each recorded configuration separate.", + "muted", + ); + const keySettings = [ + "source_pixels", + "psf_shape", + "image_pixels_masked", + "n_vis", + ]; + const facts = append(context, "p", "", "metric-meta"); + facts.textContent = keySettings + .map( + (k) => + label(k) + + ": " + + (setup.configuration[k]?.value == null + ? "not recorded" + : JSON.stringify(setup.configuration[k].value)), + ) + .join(" · "); + if (setup.role === "planned_baseline") { + const slots = (catalogue.planned_cells || []).filter( + (c) => c.setup_id === setup.id, + ); + append( + context, + "p", + [...new Set(slots.map((s) => s.device.toUpperCase()))].join(" / ") + + " · " + + slots.length + + " measurement slots not measured.", + ); + panels([]); + metadata(setup); + advice(setup); + evidence(setup, []); + return; + } + const manifest = (catalogue.evidence_shards || []).find( + (s) => s.setup_id === setup.id, + ); + if (!manifest) { + const inline = catalogue.records.filter((r) => r.setup_id === setup.id); + if (inline.length) { + panels(inline); + metadata(setup); + qualification(inline); + advice(setup); + evidence(setup, inline); + return; + } + + const failed = catalogue.selections.filter( + (s) => s.setup_id === setup.id, + ); + append( + context, + "p", + failed.map((s) => s.status + ": " + s.reason).join("; ") || + "No measured evidence is available.", + ); + panels([]); + metadata(setup); + advice(setup); + evidence(setup, []); + return; + } + status.textContent = "Loading selected setup…"; + results.setAttribute("aria-busy", "true"); + try { + if (!/^catalogue\/shards\/[a-f0-9]{20}\.json$/.test(manifest.path)) + throw Error("Invalid evidence shard path."); + let shard = cache.get(manifest.sha256); + if (!shard) { + if (!capture.remote_shards) + throw Error( + "Remote detail is unavailable for a local checkout; use the project dashboard or original evidence.", + ); + shard = await verified( + capture.shard_base + manifest.path, + manifest.sha256, + ); + cache.set(manifest.sha256, shard); + } + if (ticket !== generation) return; + if ( + shard.version !== 2 || + shard.schema !== "profiling-summary" || + shard.setups.length !== 1 || + shard.setups[0].id !== setup.id || + JSON.stringify(shard.setups[0]) !== JSON.stringify(setup) || + shard.records.length !== manifest.records || + new Set(shard.records.map((r) => r.id)).size !== + shard.records.length || + shard.records.some( + (r) => + r.setup_id !== setup.id || + !Number.isFinite(r.measurement[r.metric]) || + r.measurement[r.metric] < 0, + ) + ) + throw Error("Evidence does not match the selected setup."); + panels(shard.records); + metadata(setup); + qualification(shard.records); + advice(setup); + evidence(setup, shard.records); + status.textContent = ""; + } catch (error) { + if (ticket !== generation) return; + status.textContent = "Evidence unavailable. " + error.message; + status.className = "status-error"; + const retry = append(results, "button", "Retry evidence", "retry"); + retry.type = "button"; + retry.onclick = () => { + cache.delete(manifest.sha256); + render(); + }; + metadata(setup); + evidence(setup, []); + } finally { + if (ticket === generation) results.removeAttribute("aria-busy"); + } + } + navigation(); + window.addEventListener("hashchange", fromURL); + window.addEventListener("setup-route", (event) => { + if (event.detail !== capture.instance) fromURL(); + }); + fromURL(); + } +})(); diff --git a/pulse/setup_browser.py b/pulse/setup_browser.py new file mode 100644 index 0000000..6cdd780 --- /dev/null +++ b/pulse/setup_browser.py @@ -0,0 +1,100 @@ +"""Render setup navigation from captured v2 evidence; never select scientific truth.""" + +from __future__ import annotations + +import html +import importlib.util +import json +import os +from pathlib import Path +from urllib.parse import quote + +from pulse import ORGAN_ROOT + + +def theme(): + candidates = [Path(os.environ["PYAUTO_BRAIN"])] if os.environ.get("PYAUTO_BRAIN") else [] + candidates += [ORGAN_ROOT.parent / "PyAutoBrain", ORGAN_ROOT / "_brain"] + for root in candidates: + path = root / "board/_theme.py" + if path.is_file(): + spec = importlib.util.spec_from_file_location("pulse_board_theme", path) + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + return module + raise RuntimeError("Shared theme unavailable: set PYAUTO_BRAIN to a PyAutoBrain checkout.") + + +def assets(): + return ( + (ORGAN_ROOT / "pulse/setup_browser.css").read_text(), + (ORGAN_ROOT / "pulse/setup_browser.js").read_text(), + ) + + +def render(snapshot): + doc = snapshot.doc or {} + if doc.get("version") != 2: + return "" + instance = snapshot.instance + payload = { + "catalogue": doc, + "instance": instance.instance, + "label": instance.repo.removesuffix("_profiling").replace("autolens", "AutoLens"), + "repo": instance.github_url, + "commit": snapshot.commit, + "shard_base": f"https://raw.githubusercontent.com/{instance.github}/{snapshot.commit}/{instance.summary_path.rsplit('/', 1)[0]}/", + "local": snapshot.source == "local", + } + # A local checkout's dirty files have no immutable remote representation. + payload["remote_shards"] = bool(snapshot.commit and snapshot.source == "remote") + encoded = ( + json.dumps(payload, separators=(",", ":"), ensure_ascii=False) + .replace("<", "\\u003c") + .replace("&", "\\u0026") + ) + fallback = [] + for setup in doc.get("setups", []): + ev = setup.get("evidence") + if ev: + url = instance.blob_url(snapshot.commit, quote(ev["path"], safe="/")) + fallback.append( + f'
  • {html.escape(setup["dataset"])} / {html.escape(setup["model"])} / {html.escape(setup.get("instrument") or "unspecified")} — {html.escape(ev["path"])}
    • ' + ) + return ( + f'
    ' + '" + '

    ' + '
    ' + "
    " + ) + + +def markdown(snapshot): + doc = snapshot.doc or {} + lines = [ + f"
    {snapshot.instance.repo.removesuffix('_profiling')} — choose a setup", + "", + f"[Interactive setup browser]({snapshot.instance.dashboard_url})", + "", + ] + for dataset in sorted({s["dataset"] for s in doc.get("setups", [])}): + lines += [f"
    {html.escape(dataset)}", ""] + for model in sorted({s["model"] for s in doc["setups"] if s["dataset"] == dataset}): + lines += [ + f"- **{html.escape(model)}**: " + + ", ".join( + sorted( + { + html.escape(s.get("instrument") or "unspecified") + for s in doc["setups"] + if s["dataset"] == dataset and s["model"] == model + } + ) + ) + ] + lines += ["", "
    ", ""] + lines += ["
    ", ""] + return lines diff --git a/receipts/lens.json b/receipts/lens.json index 1da6e33..a9d5016 100644 --- a/receipts/lens.json +++ b/receipts/lens.json @@ -4,13 +4,13 @@ "github": "PyAutoLabs/autolens_profiling", "branch": "main", "resolved_commit": "dcfa056e0bc6d7665740dd17284c7e78024eb878", - "summary_path": "dashboard/summary.json", + "summary_path": "dashboard/catalogue.json", "source": "remote", - "fetched_at": "2026-10-05T10:01:39Z", + "fetched_at": "2026-10-05T10:50:20Z", "outcome": "ok", "schema": "profiling-summary", - "version": 1, - "record_count": 159, + "version": 2, + "record_count": 98, "errors": [], "cached_from": null } diff --git a/registry.yaml b/registry.yaml index 62534b2..0f14b5b 100644 --- a/registry.yaml +++ b/registry.yaml @@ -7,8 +7,8 @@ schema: 1 instances: - instance: lens repo: autolens_profiling - summary_path: dashboard/summary.json - supported_schema: profiling-summary@1 + summary_path: dashboard/catalogue.json + supported_schema: profiling-summary@2 dashboard_url: https://pyautolabs.github.io/autolens_profiling/ library_refs: [PyAutoLens, PyAutoGalaxy, PyAutoArray, PyAutoFit] cortex_project: null diff --git a/snapshots/lens.json b/snapshots/lens.json index 4e9e115..6ea7ccb 100644 --- a/snapshots/lens.json +++ b/snapshots/lens.json @@ -2,7710 +2,102904 @@ "instance": "lens", "repo": "autolens_profiling", "github": "PyAutoLabs/autolens_profiling", - "summary_path": "dashboard/summary.json", + "summary_path": "dashboard/catalogue.json", "commit": "dcfa056e0bc6d7665740dd17284c7e78024eb878", - "fetched_at": "2026-10-05T10:01:39Z", + "fetched_at": "2026-10-05T10:50:20Z", "summary": { - "schema": "profiling-summary", - "version": 1, - "project": "autolens_profiling", - "scope": "release-runtime", - "generated_at": "2026-10-04T18:28:06Z", - "evidence_updated_at": "2026-08-17T00:00:00Z", - "evidence_updated_at_reason": null, - "valid_until": null, - "producer_revision": "a93f37a7ade16fcb7673a7777dfde505183728ed", + 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no current default substituted.", + "unit": "recorded", + "value": null + }, + "use_mixed_precision": { + "unit": "recorded", + "value": false + }, + "visibilities": { + "unit": "recorded", + "value": 1000000 + } }, - "identity": { - "section": "breakdown", - "cell": "imaging/pixelization/hst", - "config": "local_cpu_fp64", - "sparse": false, - "tier": "local", - "device": "cpu", - "backend": "cpu", - "precision": "float64", - "library": "PyAutoLens", - "library_version": "2026.5.29.4", - "release_date": "2026-05-29", - "reason": null + "configuration_id": "5ac6431eef8a2516f512", + "dataset": "interferometer", + "evidence": { + "fragment": null, + "path": "results/breakdown/interferometer/pixelization_hpc_ral_cpu_fp64.json" }, - "provenance": { - "host": null, - "job": null, - "loadavg": null, - "has_provenance": false, - "qualified": false, - "reason": "no provenance block (pre-#342 row)" + "id": "interferometer/rectangular/alma/5ac6431eef8a2516f512", + "identity_limitations": "Isolated to source row: legacy metadata is insufficient for cross-file joins.", + "instrument": "alma", + "label": "rectangular · alma", + "model": "rectangular", + "role": "legacy_or_experimental" + }, + { + "configuration": { + "arms": { + "unit": "recorded", + "value": [ + "numba", + "numpy_fft" + ] + }, + "curvature_blocks_fft": { + "unit": "recorded", + "value": 12 + }, + "headline_arm": { + "unit": "recorded", + "value": "numba" + }, + "host_load_avg_end": { + "unit": "recorded", + "value": [ + 1.27734375, + 1.7734375, + 1.833984375 + ] + }, + "host_load_avg_start": { + "unit": "recorded", + "value": [ + 1.220703125, + 2.07275390625, + 1.927734375 + ] + }, + "image_pixels_masked": { + "unit": "count", + "value": 3852 + }, + "image_shape": { + "reason": "Not recorded in this legacy evidence; 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no current default substituted.", + "unit": "count", + "value": null + }, + "n_warm": { + "unit": "recorded", + "value": 19 + }, + "nnz_per_source_column": { + "unit": "recorded", + "value": 10.1301775147929 + }, + "numba_gate": { + "unit": "recorded", + "value": 1000000000.0 + }, + "numba_gate_library_default": { + "unit": "recorded", + "value": 60.0 + }, + "numba_num_threads_env": { + "unit": "recorded", + "value": "1" + }, + "numba_parallel_kernel": { + "unit": "recorded", + "value": false + }, + "numba_version": { + "unit": "recorded", + "value": "0.62.1" + }, + "operator_M": { + "unit": "recorded", + "value": 4900 + }, + "operator_extent_shape": { + "unit": "recorded", + "value": [ + 70, + 70 + ] + }, + "oversampling": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "dimensionless", + "value": null + }, + "pixel_scale_arcsec": { + "unit": "recorded", + "value": 0.1 + }, + "pixels_solved": { + "unit": "recorded", + "value": 1369 + }, + "positive_only_solver": { + "unit": "recorded", + "value": "fnnls" + }, + "preloads": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "psf_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "real_space_shape": { + "unit": "recorded", + "value": [ + 256, + 256 + ] + }, + "rect_mesh": { + "unit": "recorded", + "value": "bilinear" + }, + "regularization": { + "unit": "name", + "value": { + "coefficient": 1.0, + "scheme": "constant" + } + }, + "solve_subset_edge_zeroed": { + "unit": "recorded", + "value": true + }, + "solver": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "source_pixels": { + "unit": "count", + "value": 1521 + }, + "source_pixels_requested": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "recorded", + "value": null + }, + "sparse_batch_size": { + "unit": "recorded", + "value": 128 + }, + "sparse_operator_method": { + "unit": "recorded", + "value": "nufft" + }, + "thread_env": { + "unit": "recorded", + "value": { + "NUMBA_NUM_THREADS_before": null, + "n_threads": 1, + "note": "Set by _production_config.pin_thread_env before numpy import; 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no current default substituted.", + "unit": "dimensionless", + "value": null + }, + "pixel_scale_arcsec": { + "unit": "recorded", + "value": 0.1 + }, + "pixels_solved": { + "unit": "recorded", + "value": 1500 + }, + "positive_only_solver_requested": { + "unit": "recorded", + "value": "pdip" + }, + "positive_only_solver_used": { + "unit": "recorded", + "value": "pdip" + }, + "preloads": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "psf_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "real_space_shape": { + "unit": "recorded", + "value": [ + 256, + 256 + ] + }, + "regularization": { + "unit": "name", + "value": { + "inner_coefficient": 0.1, + "outer_coefficient": 10.0, + "scheme": "adapt_split", + "signal_scale": 0.1 + } + }, + "solve_subset_edge_zeroed": { + "unit": "recorded", + "value": true + }, + "solver": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "source_pixels": { + "unit": "count", + "value": 1500 + }, + "source_pixels_requested": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "recorded", + "value": null + }, + "sparse_batch_size": { + "unit": "recorded", + "value": 128 + }, + "sparse_operator_method": { + "unit": "recorded", + "value": "nufft" + }, + "thread_env": { + "unit": "recorded", + "value": { + "n_threads": null, + "note": "Not pinned (legacy variant): recorded as found.", + "overridden": {}, + "preexisting": {}, + "set_to": null, + "vars": [ + "OPENBLAS_NUM_THREADS", + "MKL_NUM_THREADS", + "OMP_NUM_THREADS", + "VECLIB_MAXIMUM_THREADS", + "NUMEXPR_NUM_THREADS" + ] + } + }, + "transformer": { + "unit": "name", + "value": "TransformerNUFFT" + }, + "transformer_chunk_size": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "recorded", + "value": null + }, + "transformer_chunk_size_preset": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "recorded", + "value": null + }, + "use_mixed_precision": { + "unit": "recorded", + "value": false + }, + "visibilities": { + "unit": "recorded", + "value": 190 + } }, + "configuration_id": "b5ab4db72b6c3419338b", + "dataset": "interferometer", "evidence": { - "path": "results/breakdown/imaging/pixelization_numba_breakdown_hst_v2026.8.17.1.json", - "fragment": null - } + "fragment": null, + "path": "results/breakdown/interferometer/sma/delaunay_hpc_a100_fp64_r5.0.json" + }, + "id": "interferometer/delaunay/sma/b5ab4db72b6c3419338b", + "identity_limitations": "Isolated to source row: legacy metadata is insufficient for cross-file joins.", + "instrument": "sma", + "label": "delaunay · sma", + "model": "delaunay", + "role": "legacy_or_experimental" }, { - "id": "breakdown:interferometer/alma_high/delaunay/alma_high:hpc_ral_cpu_fp64@2026.8.17.1", - "axis": "runtime", - "unit": "s", - "measurement": { - "single_jit_s": 8.327951277674098, - "vmap_per_call_s": null + "configuration": { + "curvature_blocks": { + "unit": "recorded", + "value": 12 + }, + "delaunay_vertices": { + "unit": "recorded", + "value": 1500 + }, + "edge_zeroed_pixels": { + "unit": "recorded", + "value": 0 + }, + "hilbert_pixels": { + "unit": "recorded", + "value": 1500 + }, + "host_load_avg_end": { + "unit": "recorded", + "value": [ + 7.07, + 2.2, + 0.77 + ] + }, + "host_load_avg_start": { + "unit": "recorded", + "value": [ + 0.89, + 0.2, + 0.06 + ] + }, + "image_mesh": { + "unit": "recorded", + "value": "Hilbert(weight_power=1.0, weight_floor=0.0)" + }, + "image_pixels_masked": { + "unit": "count", + "value": 3852 + }, + "image_shape": { + "reason": "Not recorded in this legacy evidence; 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no current default substituted.", + "unit": "pixel", + "value": null + }, + "instance_stream": { + "unit": "recorded", + "value": { + "arm_order": "ABBA (alternates per instance)", + "kind": "iid", + "seed": 235, + "unit_high": 0.6, + "unit_low": 0.4 + } + }, + "inversion_class": { + "unit": "recorded", + "value": "InversionInterferometerSparseNumba" + }, + "lens_light": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "recorded", + "value": null + }, + "mapper_class": { + "unit": "recorded", + "value": "Mapper" + }, + "mask_radius_arcsec": { + "unit": "recorded", + "value": 3.5 + }, + "mask_radius_preset_arcsec": { + "unit": "recorded", + "value": 3.5 + }, + "memo_provenance": { + "unit": "recorded", + "value": { + "env_AUTOARRAY_NNLS_WARM_START": "0", + "env_before": "0", + "requested": "off", + "settings_nnls_warm_start_memo": false + } + }, + "mesh": { + "unit": "recorded", + "value": "Delaunay" + }, + "n_instances": { + "unit": "recorded", + "value": 20 + }, + "n_sub_repeats": { + "unit": "recorded", + "value": 5 + }, + "n_vis": { + "reason": "Not recorded in this legacy evidence; 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The library default is true and both production projects leave it unset.", + "requested": "off", + "settings_nnls_warm_start_memo": false + } + }, + "mesh": { + "unit": "recorded", + "value": { + "edge_pixels": 30, + "hilbert_pixels": 500, + "hilbert_weight_floor": 0.01, + "hilbert_weight_power": 3.5, + "kind": "delaunay", + "vertices": 530, + "zeroed_pixels": 30 + } + }, + "mesh_kind": { + "unit": "recorded", + "value": "delaunay" + }, + "mesh_shape": { + "unit": "recorded", + "value": [ + 530 + ] + }, + "mge_gaussian_per_basis": { + "unit": "recorded", + "value": 2 + }, + "mge_total_gaussians": { + "unit": "recorded", + "value": 20 + }, + "n_instances": { + "unit": "recorded", + "value": 20 + }, + "n_vis": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "omp_num_threads": { + "unit": "recorded", + "value": "1" + }, + "over_sample_size_lp_rule": { + "unit": "recorded", + "value": { + "centre": [ + 0.0, + 0.0 + ], + "radial_list": [ + 0.1, + 0.3 + ], + "sub_size_list": [ + 4, + 4, + 2 + ] + } + }, + "over_sample_size_pixelization_rule": { + "unit": "recorded", + "value": { + "source_snr_cut": 3.0, + "sub_size_above": 4, + "sub_size_below": 2 + } + }, + "over_sampled_pixels": { + "unit": "recorded", + "value": 15664 + }, + "oversampled_pixels": { + "unit": "recorded", + "value": 15664 + }, + "oversampling": { + "reason": "Not recorded in this legacy evidence; 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The library default is true and both production projects leave it unset.", + "requested": "off", + "settings_nnls_warm_start_memo": false + } + }, + "mesh": { + "unit": "recorded", + "value": { + "edge_pixels": 30, + "hilbert_pixels": 1250, + "hilbert_weight_floor": 0.01, + "hilbert_weight_power": 3.5, + "kind": "delaunay", + "vertices": 1280, + "zeroed_pixels": 30 + } + }, + "mesh_kind": { + "unit": "recorded", + "value": "delaunay" + }, + "mesh_shape": { + "unit": "recorded", + "value": [ + 1280 + ] + }, + "mge_gaussian_per_basis": { + "unit": "recorded", + "value": 2 + }, + "mge_total_gaussians": { + "unit": "recorded", + "value": 30 + }, + "n_instances": { + "unit": "recorded", + "value": 20 + }, + "n_vis": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "omp_num_threads": { + "unit": "recorded", + "value": "1" + }, + "over_sample_size_lp_rule": { + "unit": "recorded", + "value": { + "centre": [ + 0.0, + 0.0 + ], + "radial_list": [ + 0.1, + 0.3 + ], + "sub_size_list": [ + 4, + 2, + 2 + ] + } + }, + "over_sample_size_pixelization_rule": { + "unit": "recorded", + "value": { + "source_snr_cut": 3.0, + "sub_size_above": 4, + "sub_size_below": 2 + } + }, + "over_sampled_pixels": { + "unit": "recorded", + "value": 61600 + }, + "oversampled_pixels": { + "unit": "recorded", + "value": 61600 + }, + "oversampling": { + "reason": "Not recorded in this legacy evidence; 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no current default substituted.", + "unit": "count", + "value": null + }, + "image_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "n_vis": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "oversampling": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "dimensionless", + "value": null + }, + "preloads": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "psf_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "regularization": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "solver": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "source_pixels": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "transformer": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + } + }, + "configuration_id": "baseline-not-defined", + "dataset": "point_source_source", + "id": "baseline/point_source_source/source_plane/unspecified", + "instrument": null, + "label": "point_source_source/source_plane/unspecified · baseline pending", + "model": "source_plane", + "role": "planned_baseline", + "unknowns": { + "instrument": "Instrument-independent or not yet declared by the baseline campaign." + } }, { - "comparison_key": "breakdown:interferometer/pixelization_numba/sma:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "configuration": { + "image_pixels_masked": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "image_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "n_vis": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "oversampling": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "dimensionless", + "value": null + }, + "preloads": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "psf_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "regularization": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "solver": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "source_pixels": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "transformer": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + } + }, + "configuration_id": "baseline-not-defined", + "dataset": "cluster", + "id": "baseline/cluster/image_plane/unspecified", + "instrument": null, + "label": "cluster/image_plane/unspecified · baseline pending", + "model": "image_plane", + "role": "planned_baseline", + "unknowns": { + "instrument": "Instrument-independent or not yet declared by the baseline campaign." + } }, { - "comparison_key": "breakdown:interferometer/pixelization_numba_direct_conv/alma:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] - }, + "configuration": { + "image_pixels_masked": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "image_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "n_vis": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "oversampling": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "dimensionless", + "value": null + }, + "preloads": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "psf_shape": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "pixel", + "value": null + }, + "regularization": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "solver": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + }, + "source_pixels": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "count", + "value": null + }, + "transformer": { + "reason": "Not recorded in this legacy evidence; no current default substituted.", + "unit": "name", + "value": null + } + }, + "configuration_id": "baseline-not-defined", + "dataset": "multi_dataset", + "id": "baseline/multi_dataset/delaunay/unspecified", + "instrument": null, + "label": "multi_dataset/delaunay/unspecified · baseline pending", + "model": "delaunay", + "role": "planned_baseline", + "unknowns": { + "instrument": "Instrument-independent or not yet declared by the baseline campaign." + } + } + ], + "static_memory_estimates": [ { - "comparison_key": "breakdown:interferometer/pixelization_numba_direct_conv/sma:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "imaging", + "evidence": { + "fragment": null, + "path": "results/runtime/imaging/a100_probes/vmap_probe_delaunay.json" + }, + "instrument": "hst", + "kind": "xla_static_buffer_estimate", + "model": "delaunay", + "per_replica": { + "unit": "MiB", + "value": 921.913 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 62 }, { - "comparison_key": "breakdown:interferometer/pixelization_numba_jax/alma:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "imaging", + "evidence": { + "fragment": null, + "path": "results/runtime/imaging/a100_probes/vmap_probe_delaunay_sparse.json" + }, + "instrument": "hst", + "kind": "xla_static_buffer_estimate", + "model": "delaunay", + "per_replica": { + "unit": "MiB", + "value": 131.505 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 64 }, { - "comparison_key": "breakdown:interferometer/pixelization_numba_jax/sma:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "imaging", + "evidence": { + "fragment": null, + "path": "results/runtime/imaging/a100_probes/vmap_probe_mge.json" + }, + "instrument": "hst", + "kind": "xla_static_buffer_estimate", + "model": "mge", + "per_replica": { + "unit": "MiB", + "value": 16.411 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 64 }, { - "comparison_key": "breakdown:interferometer/pixelization_numba_reference/alma:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "imaging", + "evidence": { + "fragment": null, + "path": "results/runtime/imaging/a100_probes/vmap_probe_mge_sparse.json" + }, + "instrument": "hst", + "kind": "xla_static_buffer_estimate", + "model": "mge", + "per_replica": { + "unit": "MiB", + "value": 16.411 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 64 }, { - "comparison_key": "breakdown:interferometer/pixelization_numba_reference/sma:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "imaging", + "evidence": { + "fragment": null, + "path": "results/runtime/imaging/a100_probes/vmap_probe_pixelization.json" + }, + "instrument": "hst", + "kind": "xla_static_buffer_estimate", + "model": "rectangular", + "per_replica": { + "unit": "MiB", + "value": 931.004 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 62 }, { - "comparison_key": "breakdown:interferometer/sma/delaunay/sma:hpc_ral_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "imaging", + "evidence": { + "fragment": null, + "path": "results/runtime/imaging/a100_probes/vmap_probe_pixelization_sparse.json" + }, + "instrument": "hst", + "kind": "xla_static_buffer_estimate", + "model": "rectangular", + "per_replica": { + "unit": "MiB", + "value": 94.906 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 64 }, { - "comparison_key": "breakdown:interferometer/sma/delaunay/sma:hpc_a100_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "imaging", + "evidence": { + "fragment": null, + "path": "results/runtime/imaging/delaunay_nn/vmap_probe_delaunay_nn_batch64_cufft_failed.json" + }, + "instrument": "hst", + "kind": "xla_static_buffer_estimate", + "model": "delaunay_nn", + "per_replica": { + "unit": "MiB", + "value": 770.97 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 64 }, { - "comparison_key": "breakdown:interferometer/sma/delaunay/sma:hpc_a100_mp", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "dataset": "point_source_source", + "evidence": { + "fragment": null, + "path": "results/runtime/point_source_source/source_plane_solved/vmap_probe_source_plane_solved.json" + }, + "instrument": "simple", + "kind": "xla_static_buffer_estimate", + "model": "source_plane_solved", + "per_replica": { + "unit": "MiB", + "value": 0.0 + }, + "reason": "Compiler memory_analysis estimate; not observed peak VRAM or a validated batch recommendation.", + "recommended_batch_size": 64 + } + ], + "unbound_findings": [ + { + "description": "The conversion maps every magnitude at or above 0.999 to q=0.000500250125062532. NumPy reaches the thin valid annulus below one but its constructor guard blocks the beyond-unit region; JAX arrays and tracers bypass that concrete-scalar guard.", + "evidence": { + "fragment": "/findings/component.ell_comps.magnitude-saturation", + "path": "results/hazards/hazards_index.json" + }, + "id": "component.ell_comps.magnitude-saturation", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "component", + "subject_name": "ell_comps", + "title": "ell_comps magnitude saturates at 0.999" }, { - "comparison_key": "breakdown:interferometer/sma/delaunay_numba/sma:hpc_ral_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "A second, load-bearing saturation prevents the q=1 divisions in the elliptical Isothermal deflection from becoming 0/0. Its affected ell_comps disk is too small for prior-sampling discovery.", + "evidence": { + "fragment": "/findings/component.isothermal.near-spherical-saturation", + "path": "results/hazards/hazards_index.json" + }, + "id": "component.isothermal.near-spherical-saturation", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "component", + "subject_name": "isothermal", + "title": "Isothermal caps near-spherical axis ratios at 0.99999" }, { - "comparison_key": "breakdown:interferometer/sma/mge/sma:hpc_a100_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "`_wofz_rational` selects one of three rational branches with `xp.where` on |z|^2 and Im(z)^2. The value is continuous to ~1e-6 across a seam but the derivative is not, so `jax.grad` of any MGE deflection carries a kink wherever a grid point crosses a boundary. Autodiff derivative error just above the r2=2.5 seam reaches 7.71e-06 relative, against 1.3e-14 for the SciPy path the numpy backend uses.", + "evidence": { + "fragment": "/findings/component.mge.faddeeva-seam-gradient", + "path": "results/hazards/hazards_index.json" + }, + "id": "component.mge.faddeeva-seam-gradient", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "component", + "subject_name": "mge", + "title": "The JAX Faddeeva routine's region seams make its derivative discontinuous" }, { - "comparison_key": "breakdown:interferometer/sma/pixelization/sma:hpc_ral_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "The elliptical Faddeeva form is singular at q = 1, so the MGE machinery clamps the axis ratio to 0.9999. The numpy path escapes through an exact radial branch; the JAX path cannot, and every *Sph MGE-routed profile is biased by up to 6.18e-05 relative with a spurious cross-axis deflection of 0.000139 arcsec.", + "evidence": { + "fragment": "/findings/component.mge.spherical-clamp-bias", + "path": "results/hazards/hazards_index.json" + }, + "id": "component.mge.spherical-clamp-bias", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "component", + "subject_name": "mge", + "title": "Spherical MGE profiles are evaluated as ellipses at the q = 0.9999 clamp on JAX" }, { - "comparison_key": "breakdown:interferometer/sma/pixelization/sma:hpc_a100_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "The JAX backend replaces the exact SciPy hyp2f1 angular factor with a fixed 20-term omega series. Relative deflection error grows continuously to 0.297 over the measured factor curve.", + "evidence": { + "fragment": "/findings/component.power-law.series-vs-hyp2f1-divergence", + "path": "results/hazards/hazards_index.json" + }, + "id": "component.power-law.series-vs-hyp2f1-divergence", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "component", + "subject_name": "power_law", + "title": "PowerLaw's 20-term JAX series diverges from hyp2f1 at high ellipticity" }, { - "comparison_key": "breakdown:interferometer/sma/pixelization/sma:hpc_a100_mp", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "The spherical radial coordinate returns the correct finite value zero at the profile centre, but JAX differentiation of sqrt(y^2+x^2) returns a non-finite gradient there.", + "evidence": { + "fragment": "/findings/component.spherical-geometry.radial-sqrt-gradient-at-zero", + "path": "results/hazards/hazards_index.json" + }, + "id": "component.spherical-geometry.radial-sqrt-gradient-at-zero", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "component", + "subject_name": "spherical_geometry", + "title": "Radial sqrt has a non-finite gradient at r=0" }, { - "comparison_key": "breakdown:interferometer/sma/pixelization_numba/sma:hpc_ral_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "Using only the diagonal entries the policy actually touches, the absolute floor reaches 4.457e-05 of their scale. A reference-calibrated scale-aware counterfactual holds its fraction fixed with maximum relative output error 3.395e-05.", + "evidence": { + "fragment": "/findings/likelihood.imaging-pixelization.absolute-conditioning-floors", + "path": "results/hazards/hazards_index.json" + }, + "id": "likelihood.imaging-pixelization.absolute-conditioning-floors", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "likelihood", + "subject_name": "imaging_pixelization", + "title": "Absolute inversion floors move with dataset scale" }, { - "comparison_key": "breakdown:point_source_image/image_plane/simple:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "The NumPy full-likelihood scan changes active support at 5 bounded Einstein-radius location(s). The report measures explicit epsilon-neighbourhood mass, not exact-kink prior mass.", + "evidence": { + "fragment": "/findings/likelihood.imaging-pixelization.nnls-active-set-kinks", + "path": "results/hazards/hazards_index.json" + }, + "id": "likelihood.imaging-pixelization.nnls-active-set-kinks", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "likelihood", + "subject_name": "imaging_pixelization", + "title": "NNLS support changes create likelihood kinks" }, { - "comparison_key": "breakdown:point_source_image/image_plane/simple:hpc_ral_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "2 argmax-switch location(s) found in [0.0, 3.0] (4 truth positions, 0 of them where max_sep is already over threshold — i.e. a second, threshold-independent gradient kink in the ACTIVE penalty region, from max_sep itself being a max of several smooth per-position functions).", + "evidence": { + "fragment": "/findings/likelihood.positions-penalty.argmax-switch", + "path": "results/hazards/hazards_index.json" + }, + "id": "likelihood.positions-penalty.argmax-switch", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "likelihood", + "subject_name": "positions_penalty", + "title": "Which position-pair sets max_sep switches discontinuously across the sweep" }, { - "comparison_key": "breakdown:point_source_source/source_plane/simple:local_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "Across 40/401 grid points with max_sep < threshold, penalty value and gradient are exactly zero (max |value|=0.000e+00, max |grad|=0.000e+00) — a gradient-search lane deep inside the fence gets NO signal at all from the positions term, by construction.", + "evidence": { + "fragment": "/findings/likelihood.positions-penalty.interior-plateau", + "path": "results/hazards/hazards_index.json" + }, + "id": "likelihood.positions-penalty.interior-plateau", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "likelihood", + "subject_name": "positions_penalty", + "title": "PositionsLH penalty is an exact-zero, zero-gradient plateau inside threshold" }, { - "comparison_key": "breakdown:point_source_source/source_plane/simple:hpc_ral_cpu_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "Sweeping einstein_radius in [0.0, 3.0] (401 pts, threshold=0.3, factor=1e+08), a tight (+/-1e-6) probe at each of 2 max_sep==threshold crossing(s) shows the penalty VALUE is continuous there (max gap 2.006e+02) while its jax-autodiff GRADIENT jumps by up to 2.006e+08 — zero on the interior side, nonzero on the exterior side. A gradient optimizer sees a step-function force switching on at the fence, not a smooth potential.", + "evidence": { + "fragment": "/findings/likelihood.positions-penalty.threshold-hinge", + "path": "results/hazards/hazards_index.json" + }, + "id": "likelihood.positions-penalty.threshold-hinge", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "likelihood", + "subject_name": "positions_penalty", + "title": "PositionsLH penalty has a C0 hinge at the threshold crossing" }, { - "comparison_key": "breakdown:point_source_source/source_plane/simple:hpc_a100_fp64", - "policy": "runtime-drift-2x-1ms", - "axis": "runtime", - "metric": "single_jit_s", - "baseline": null, - "candidate": null, - "ratio": null, - "status": "insufficient", - "qualified": false, - "reasons": [ - "one release only" - ] + "description": "The configured 1.0e-03 diagonal add ranges from dominant to negligible as synthetic curvature scale changes. Detection needs no dataset; judging scientific relevance does.", + "evidence": { + "fragment": "/findings/matrix.curvature.absolute-diagonal-floor", + "path": "results/hazards/hazards_index.json" + }, + "id": "matrix.curvature.absolute-diagonal-floor", + "reason": "Legacy finding does not identify measured library versions and an exact profiling setup; no global applicability inferred.", + "status": "applicability_unknown", + "subject": "matrix", + "subject_name": "curvature_matrix", + "title": "Absolute curvature-diagonal floor is scale dependent" } ], - "limitations": [ - "runtime axis only: compile times, VRAM and per-step component timings are not in this feed", - "evidence_updated_at is the newest release date encoded in a measured library version; result rows do not record measurement wall-clock time", - "valid_until is null: this project declares no freshness policy for release trends", - "vmap_per_call_s is null where a row carries no vmap block", - "rows without a device.provenance block (pre-autolens_profiling#342) are unqualified", - "6 row(s) above the load-average cap 8 are listed under coverage.excluded and never enter records" - ] + "valid_until": null, + "version": 2 } } diff --git a/state.json b/state.json index 00a160d..8459aa8 100644 --- a/state.json +++ b/state.json @@ -3,15 +3,15 @@ "organ": "pulse", "repo": "PyAutoPulse", "status": "yellow", - "headline": "1 project · 159 records · 0 cached", - "updated": "2026-10-02T12:03:46Z", + "headline": "1 project · 98 records · 0 cached", + "updated": "2026-10-05T10:50:22Z", "pages_url": "https://pyautolabs.github.io/PyAutoPulse/", "items": [ { "id": "pulse:lens:unqualified", "severity": "yellow", "state": "unknown", - "text": "lens: 157 of 159 records unqualified (producer provenance flags)", + "text": "lens: 98 of 98 records unqualified (producer provenance flags)", "url": "https://pyautolabs.github.io/autolens_profiling/", "prompt": null, "actions": [ @@ -27,7 +27,7 @@ { "id": "pulse:lens:census", "severity": "info", - "text": "lens: 159 records · 145 comparisons · 6 limitations · 2 qualified", + "text": "lens: 98 records · 0 comparisons · 4 limitations · 0 qualified", "url": "https://pyautolabs.github.io/autolens_profiling/", "prompt": null } diff --git a/tests/browser_fixture.py b/tests/browser_fixture.py new file mode 100644 index 0000000..a9f59cc --- /dev/null +++ b/tests/browser_fixture.py @@ -0,0 +1,54 @@ +"""Emit a hermetic multi-project board and exact hashed shard for Chromium.""" + +import copy +import hashlib +import json +import sys +from pathlib import Path + +sys.path.insert(0, str(Path(__file__).resolve().parents[1])) +from pulse import board # noqa: E402 +from pulse.ingest import Snapshot # noqa: E402 +from pulse.registry import Instance # noqa: E402 + + +def write(destination): + destination.mkdir(parents=True, exist_ok=True) + doc = json.loads((Path(__file__).parent / "fixtures/setup_summary_v2.json").read_text()) + doc["setups"][0]["evidence"] = {"path": "results/fixture.json", "fragment": "/"} + doc["navigation"] = [] + shard = json.dumps(doc).encode() + filename = "catalogue/shards/" + "a" * 20 + ".json" + doc["evidence_shards"] = [ + { + "setup_id": doc["setups"][0]["id"], + "path": filename, + "sha256": hashlib.sha256(shard).hexdigest(), + "records": len(doc["records"]), + } + ] + path = destination / filename + path.parent.mkdir(parents=True, exist_ok=True) + path.write_bytes(shard) + snapshots = [] + for name in ("lens", "galaxy"): + instance = Instance( + name, + "auto" + name + "_profiling", + "dashboard/catalogue.json", + "profiling-summary@2", + "https://example.invalid", + github="PyAutoLabs/auto" + name + "_profiling", + ) + snapshots.append( + Snapshot(instance, "ok", "remote", copy.deepcopy(doc), "b" * 40, "2026-10-05T00:00:00Z") + ) + (destination / "index.html").write_text(board.render_html(snapshots)) + inline = copy.deepcopy(snapshots[0]) + inline.doc.pop("evidence_shards") + inline.doc.pop("navigation") + (destination / "inline.html").write_text(board.render_html([inline])) + + +if __name__ == "__main__": + write(Path(sys.argv[1])) diff --git a/tests/browser_setup.cjs b/tests/browser_setup.cjs new file mode 100644 index 0000000..8d79947 --- /dev/null +++ b/tests/browser_setup.cjs @@ -0,0 +1,211 @@ +// npm install --no-save --no-package-lock playwright@1.63.0 +// npx playwright install chromium && node tests/browser_setup.cjs +const { chromium } = require("playwright"); +const assert = require("node:assert/strict"); +const fs = require("node:fs"); +const path = require("node:path"); +const http = require("node:http"); +const os = require("node:os"); +const { execFileSync } = require("node:child_process"); +(async () => { + const dir = fs.mkdtempSync(path.join(os.tmpdir(), "pulse-browser-")); + execFileSync("python", ["tests/browser_fixture.py", dir]); + const server = http.createServer((req, res) => { + try { + const file = path.join(dir, req.url === "/" ? "index.html" : req.url); + res.setHeader( + "Content-Type", + file.endsWith(".json") ? "application/json" : "text/html", + ); + res.end(fs.readFileSync(file)); + } catch { + res.writeHead(404); + res.end(); + } + }); + await new Promise((resolve) => server.listen(0, "127.0.0.1", resolve)); + const base = "http://127.0.0.1:" + server.address().port; + let browser; + try { + browser = await chromium.launch({ headless: true }); + const context = await browser.newContext({ + viewport: { width: 1280, height: 1000 }, + }); + const page = await context.newPage(), + errors = []; + page.on("pageerror", (error) => errors.push(error.message)); + let corrupt = false, + delay = false, + requests = []; + await context.route( + "https://raw.githubusercontent.com/**", + async (route) => { + const url = route.request().url(); + requests.push(url); + assert( + url.includes("/" + "b".repeat(40) + "/dashboard/catalogue/shards/"), + ); + if (delay) await new Promise((resolve) => setTimeout(resolve, 250)); + await route.fulfill({ + contentType: "application/json", + body: corrupt + ? "{}" + : fs.readFileSync( + path.join(dir, "catalogue/shards/" + "a".repeat(20) + ".json"), + ), + }); + }, + ); + const root = page.locator('[data-setup-browser="lens"]'); + async function choose(target = root) { + await target.locator('[data-id="project-picker"] > summary').click(); + await target.locator('[data-family="imaging"] > summary').click(); + await target.locator('[data-model="delaunay"]').focus(); + await page.keyboard.press("Enter"); + } + await page.goto(base); + assert.equal(await page.locator('[data-id="results"]:visible').count(), 0); + assert.equal(await page.locator(".campaign-detail[open]").count(), 0); + await page.evaluate(() => + Object.defineProperty(navigator, "clipboard", { + value: { + writeText: async (text) => { + window.copied = text; + }, + }, + configurable: true, + }), + ); + await page + .getByRole("button", { + name: "Fix Profiling Systematically", + exact: true, + }) + .click(); + await page.waitForFunction( + () => window.copied === document.querySelector("#fix-prompt").value, + ); + // Explicit clipboard rejection must expose the edited prompt for manual copying. + await page.evaluate(() => + Object.defineProperty(navigator, "clipboard", { + value: { writeText: () => Promise.reject(Error("denied")) }, + configurable: true, + }), + ); + await page + .locator("#checkin-details > summary") + .click() + .catch(() => {}); + await page.locator("#checkin-details").evaluate((el) => (el.open = true)); + await page.locator("#checkin-prompt").fill("Edited check-in direction"); + await page + .getByRole("button", { name: "Profiling Check In", exact: true }) + .click(); + await page.waitForFunction(() => + document + .querySelector("#copy-status") + .textContent.includes("Select and copy"), + ); + assert.equal( + await page.locator("#checkin-prompt").inputValue(), + "Edited check-in direction", + ); + await page.locator("#checkin-details").evaluate((el) => (el.open = false)); + await page.locator("[data-open]").first().click(); + assert.equal(await page.locator(".campaign-detail[open]").count(), 1); + await choose(); + await root.locator(".metric-value").first().waitFor(); + assert.equal( + await root.locator(".metric-value").first().getAttribute("data-value"), + "0.05", + ); + assert(requests.length > 0); + assert.equal(await root.locator(".metric-panel[open]").count(), 1); + assert.equal( + await root.locator('[data-id="configuration"] option').count(), + 1, + ); + const selected = page.url(); + await choose(page.locator('[data-setup-browser="galaxy"]')); + await page + .locator('[data-setup-browser="galaxy"] .metric-value') + .first() + .waitFor(); + assert.equal(await root.locator('[data-id="results"]:visible').count(), 0); + await page.goBack(); + await root.locator(".metric-value").first().waitFor(); + assert.equal( + await page + .locator('[data-setup-browser="galaxy"] [data-id="results"]:visible') + .count(), + 0, + ); + await page.goto(selected.replace(/setup=[^&]+/, "setup=missing-setup")); + await root + .getByText( + "This linked configuration is not in the published catalogue.", + { exact: false }, + ) + .waitFor(); + assert.equal(await root.locator(".metric-value").count(), 0); + corrupt = true; + await page.goto(selected); + await page.reload(); + await root.getByRole("button", { name: "Retry evidence" }).waitFor(); + assert.equal(await root.locator(".metric-value").count(), 0); + corrupt = false; + await root.getByRole("button", { name: "Retry evidence" }).click(); + await root.locator(".metric-value").first().waitFor(); + delay = true; + await page.goto(selected); + await page.reload(); + await page.evaluate(() => { + location.hash = ""; + }); + await page.waitForTimeout(400); + assert.equal(await root.locator('[data-id="results"]:visible').count(), 0); + delay = false; + await page.goto(base + "/inline.html#" + new URL(selected).hash.slice(1)); + await root.locator(".metric-value").first().waitFor(); + // Configuration metadata, values, and native controls must fit narrow screens. + for (const width of [390, 760, 1280]) + for (const colorScheme of ["light", "dark"]) { + await page.setViewportSize({ width, height: 1000 }); + await page.emulateMedia({ colorScheme }); + assert( + await page.evaluate( + () => document.documentElement.scrollWidth <= innerWidth + 1, + ), + `overflow at ${width}/${colorScheme}`, + ); + } + assert.deepEqual(errors, []); + await context.close(); + const nojs = await browser.newContext({ javaScriptEnabled: false }); + const fallback = await nojs.newPage(); + await fallback.goto(base); + await fallback + .getByText("Original setup evidence (JavaScript disabled)", { + exact: true, + }) + .first() + .click(); + assert( + await fallback + .getByRole("link", { name: /results\/fixture.json/ }) + .first() + .isVisible(), + ); + await nojs.close(); + console.log( + "PASS: pinned shards, hash refusal/retry, stale links, race, multi-project history, inline v2, clipboard, campaign routing, responsive light/dark, no-JS", + ); + } finally { + if (browser) await browser.close(); + await new Promise((resolve) => server.close(resolve)); + fs.rmSync(dir, { recursive: true, force: true }); + } +})().catch((error) => { + console.error(error); + process.exitCode = 1; +}); diff --git a/tests/test_campaigns.py b/tests/test_campaigns.py index ccf3380..4bd7d0a 100644 --- a/tests/test_campaigns.py +++ b/tests/test_campaigns.py @@ -64,7 +64,7 @@ def test_control_room_precedes_measurements_and_escapes(): board.render_markdown([], campaign_data=data), ): assert ( - text.index("Check in on all profiling work") + text.index("Profiling Check In") < text.index("Active campaigns") < text.index("Active tasks") < text.index("Profiling evidence") @@ -91,3 +91,27 @@ def test_refresh_does_not_stamp_checkin_or_change_qualification(tmp_path): def test_missing_ledger_is_not_an_empty_success(tmp_path): with pytest.raises(campaigns.CampaignError, match="missing campaign ledger"): campaigns.load(tmp_path) + + +def test_each_open_task_is_inside_its_campaign_and_links_are_separate(): + import html + import re + + data = campaigns.load() + page = campaigns.render_html(data) + for campaign in data["campaigns"]: + if campaign["status"] in campaigns.CLOSED: + continue + section = re.search(r'
    ', page)[0] + expected = [ + t + for t in data["tasks"] + if t["campaign"] == campaign["id"] and t["status"] not in campaigns.CLOSED + ] + assert section.count('
    ') == len(expected) + for task in expected: + assert html.escape(task["title"]) in section + assert campaigns.URL + task["path"] in section + assert 'aria-label="Tasks for ' + html.escape(campaign["title"], quote=True) in page + if campaign.get("evidence"): + assert 'aria-label="Evidence for ' + html.escape(campaign["title"], quote=True) in page diff --git a/tests/test_setup_browser.py b/tests/test_setup_browser.py new file mode 100644 index 0000000..bec8cad --- /dev/null +++ b/tests/test_setup_browser.py @@ -0,0 +1,77 @@ +"""Browser transport uses the captured commit, not the producer's build revision.""" + +import json +import re +from dataclasses import replace + +from conftest import SHA_A, fixture_doc + +from pulse import board, setup_browser +from pulse.ingest import Snapshot +from pulse.registry import Instance + + +def capture(): + instance = Instance( + "lens", + "autolens_profiling", + "dashboard/catalogue.json", + "profiling-summary@2", + "https://example.invalid", + github="PyAutoLabs/autolens_profiling", + ) + return Snapshot( + instance, + "ok", + "remote", + fixture_doc("setup_summary_v2.json"), + SHA_A, + "2026-10-05T00:00:00Z", + ) + + +def payload(page): + return json.loads(re.search(r'class="setup-payload">(.*?)', page, re.S)[1]) + + +def test_transport_is_pinned_to_capture_not_producer(): + snapshot = capture() + data = payload(setup_browser.render(snapshot)) + assert data["commit"] != data["catalogue"]["producer_revision"] + assert ( + data["shard_base"] + == f"https://raw.githubusercontent.com/PyAutoLabs/autolens_profiling/{SHA_A}/dashboard/" + ) + assert data["remote_shards"] is True + assert ( + payload(setup_browser.render(replace(snapshot, source="local", dirty=True)))[ + "remote_shards" + ] + is False + ) + + +def test_embedded_catalogue_cannot_end_script_element(): + snapshot = capture() + snapshot.doc["setups"][0]["model"] = '' + page = setup_browser.render(snapshot) + assert "