Skip to content

v0.2.0

Latest
Latest

Choose a tag to compare

View all tags
@PasteurBot PasteurBot released this 20 Aug 12:20
v0.2.0
a535cb3
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Verified
Learn about vigilant mode.

Release v0.2.0

Action required

Thermal mesh problem rescaled — old results are no longer comparable (#140)

The thermal-mesh benchmark previously used a fixed slab thickness (Lz = 1.0), which produced extremely anisotropic elements at high refinement (e.g. ~500:1 aspect ratio at N=1024). That turned the benchmark into a test of how well a preconditioner tolerates elongated elements rather than a clean scaling test. The domain thickness is now auto-rescaled so elements stay roughly cubic across refinement levels.

What this means for you:

  • Reference data has changed. The bundled forward_* references were regenerated. If you cache or compare against older thermal-mesh baselines, discard them and re-run.
  • Boundary flux is now interpreted per unit area rather than as a total flux. Numerical results are otherwise unchanged in character, just better conditioned. Update any downstream analysis that assumed total-flux semantics.

Re-run your thermal-mesh solvers to get results comparable with this release.

Highlights

Richer, more trustworthy PR benchmark comments (#137)

The benchmark comment posted on pull requests now surfaces the signals contributors actually need:

  • 📊 Metric changes reports numeric shifts (e.g. gradient rel-error, converged loss) even when a cell keeps the same coarse ok/anom/fail status — so a regression that doubles an error but stays "ok" no longer slips through silently.
  • ⏱ Timing (indicative) is split out from correctness metrics, since shared-runner contention makes wall-clock noisier than the deterministic checks.
  • Scoped attribution: a benchmark:solver run only attributes changes to the cells it actually re-measured, so baseline drift on untouched cells is no longer mis-reported as your regression.
  • Every run now posts a verdict and a coverage banner stating what was measured versus carried over from baseline — even a skipped run gets a one-line message instead of silence.

No action needed. Note that the numeric metric/timing sections only start rendering once main has a metrics-aware baseline (the first publish-results.yml run after this release).

XLB checkpointing (#135)

XLB now supports gradient checkpointing, reducing VJP memory use. This fixes some of the observed VJP slowness in 2D and unlocks larger problem sizes in 3D.

Other changes

  • INS.jl upgraded to v5.0.0 — native ν gradient, in-place forward, and float32 support for better performance (#103).
  • mosaic run -s <solver> now validates solver names against all problems, not just the one passed via -p, giving clearer errors (#131).
  • Harness: common Docker setup failures are now diagnosed with actionable messages instead of raw stderr dumps (#126).
  • Harness: anomaly status is now reported from min_cosine, and the forward suite's status checks are applied correctly (#141, #148).
  • Fixes to result merging/plotting and the 3D TGV reference (#151, #136).

See the full changelog below for the complete list of documentation and minor fixes.

What's Changed

Features

  • Surface numeric metric regressions and scope PR benchmark diffs (#137)
  • Implement checkpointing for XLB (#135)
  • Implement auto-rescaling to fix anisotropy of thermal mesh (#140)
  • Compare release PRs against the previous release (#153)

Bug Fixes

  • Stop overlapping text in topopt_3d figure (#91)
  • External contributor friendly doc builds (#111)
  • Update installation instructions (#114)
  • Validate -s solver names against all problems, not just -p (#131)
  • Implement warp suggestions (#132)
  • (harness) Diagnose common Docker setup failures instead of dumping stderr (#126)
  • (harness) Report the anomaly status from min_cosine (#141)
  • Use proper reference for 3D TGV (#136)
  • Publish race (#146)
  • Result merge and plotting (#151)
  • (harness) Apply the forward suite's status checks (#148)
  • Status-check overrides replace suite defaults (#152)

Documentation

  • Link the Mosaic arXiv paper in the README (#88)
  • Fix solver reference pages dropping all canonical IO fields (#84) (#90)
  • Add which solver is best section to readme (#101)
  • Surface numerical ranking for 3D NS optimization (#86) (#92)
  • Correct INS.jl solver description and exclusion rationale (#102)
  • Add disclaimer on llm usage (#134)

Performance

  • Upgrade INS.jl tesseract to v5.0.0 (native ν gradient, in-place forward, float32) (#103)

Full diff: v0.1.1...v0.2.0

Assets 3
Loading