feat: more diffusion geometry

[Autoparallel]

No description provided.

[github-actions]

Perf Smoke Report

Baseline ref: main
Baseline: 6cc062b8a4b3c276a66e7817b6d83dbc8a1e167a
Backend: parallel
Threads: 4

PR smoke: bench_geometry (baseline 6cc062b)

• Baseline source: artifacts/perf/base/bench_geometry_base.txt
• Current source: artifacts/perf/head/bench_geometry_head.txt
• Baseline commit: 6cc062b8a4b3c276a66e7817b6d83dbc8a1e167a
• Comparable benchmarks: 16/16
• Improved: 3 | Regressed: 13

Top Wins

Benchmark	Baseline	Current	Delta
bench_geometry_topology_ms/100x100	545.000 us	526.000 us	-3.49%
bench_geometry_frame_ms/100x100	1.522 ms	1.501 ms	-1.38%
bench_geometry_curvature_ms/100x100	908.000 us	903.000 us	-0.55%

Top Regressions

Benchmark	Baseline	Current	Delta
bench_geometry_flow_ms/250x250	468.000 us	858.000 us	+83.33%
bench_geometry_frame_ms/250x250	11.126 ms	11.780 ms	+5.88%
bench_geometry_flow_ms/500x500	2.287 ms	2.420 ms	+5.82%
bench_geometry_topology_ms/1000x1000	82.449 ms	86.507 ms	+4.92%
bench_geometry_flow_ms/100x100	69.000 us	72.000 us	+4.35%

Full Comparison

Benchmark	Baseline	Current	Delta	Status
bench_geometry_curvature_ms/1000x1000	86.209 ms	86.399 ms	+0.22%	regressed
bench_geometry_curvature_ms/100x100	908.000 us	903.000 us	-0.55%	improved
bench_geometry_curvature_ms/250x250	5.395 ms	5.538 ms	+2.65%	regressed
bench_geometry_curvature_ms/500x500	21.521 ms	21.873 ms	+1.64%	regressed
bench_geometry_flow_ms/1000x1000	8.892 ms	8.962 ms	+0.79%	regressed
bench_geometry_flow_ms/100x100	69.000 us	72.000 us	+4.35%	regressed
bench_geometry_flow_ms/250x250	468.000 us	858.000 us	+83.33%	regressed
bench_geometry_flow_ms/500x500	2.287 ms	2.420 ms	+5.82%	regressed
bench_geometry_frame_ms/1000x1000	177.550 ms	181.868 ms	+2.43%	regressed
bench_geometry_frame_ms/100x100	1.522 ms	1.501 ms	-1.38%	improved
bench_geometry_frame_ms/250x250	11.126 ms	11.780 ms	+5.88%	regressed
bench_geometry_frame_ms/500x500	44.653 ms	46.011 ms	+3.04%	regressed
bench_geometry_topology_ms/1000x1000	82.449 ms	86.507 ms	+4.92%	regressed
bench_geometry_topology_ms/100x100	545.000 us	526.000 us	-3.49%	improved
bench_geometry_topology_ms/250x250	5.263 ms	5.384 ms	+2.30%	regressed
bench_geometry_topology_ms/500x500	20.845 ms	21.718 ms	+4.19%	regressed

PR smoke: bench_dod (baseline 6cc062b)

• Baseline source: artifacts/perf/base/bench_dod_base.json
• Current source: artifacts/perf/head/bench_dod_head.json
• Baseline commit: 6cc062b8a4b3c276a66e7817b6d83dbc8a1e167a
• Comparable benchmarks: 12/12
• Improved: 6 | Regressed: 6

Top Wins

Benchmark	Baseline	Current	Delta
bench_flow_kernel/400	2.602 ms	2.542 ms	-2.31%
bench_markov_multi_step/20000/20	7.575 ms	7.498 ms	-1.02%
bench_1form_gram/2000/16	890.218 us	886.888 us	-0.37%
bench_diffusion_build/2000	54.228 ms	54.111 ms	-0.22%
bench_curl_energy/2000/16	10.960 ms	10.945 ms	-0.14%

Top Regressions

Benchmark	Baseline	Current	Delta
bench_eigenbasis/2000/16	23.131 ms	23.624 ms	+2.13%
bench_mesh_topology_build/400	10.017 ms	10.097 ms	+0.80%
bench_markov_multi_step/2000/20	673.234 us	677.842 us	+0.68%
bench_markov_step/2000	33.744 us	33.951 us	+0.62%
bench_weak_derivative/2000/16	2.725 ms	2.736 ms	+0.42%

Full Comparison

Benchmark	Baseline	Current	Delta	Status
bench_1form_gram/2000/16	890.218 us	886.888 us	-0.37%	improved
bench_curl_energy/2000/16	10.960 ms	10.945 ms	-0.14%	improved
bench_curvature_kernel/400	13.868 ms	13.915 ms	+0.34%	regressed
bench_diffusion_build/2000	54.228 ms	54.111 ms	-0.22%	improved
bench_eigenbasis/2000/16	23.131 ms	23.624 ms	+2.13%	regressed
bench_flow_kernel/400	2.602 ms	2.542 ms	-2.31%	improved
bench_hodge_solve/2000/16	232.341 us	232.207 us	-0.06%	improved
bench_markov_multi_step/2000/20	673.234 us	677.842 us	+0.68%	regressed
bench_markov_multi_step/20000/20	7.575 ms	7.498 ms	-1.02%	improved
bench_markov_step/2000	33.744 us	33.951 us	+0.62%	regressed
bench_mesh_topology_build/400	10.017 ms	10.097 ms	+0.80%	regressed
bench_weak_derivative/2000/16	2.725 ms	2.736 ms	+0.42%	regressed

PR smoke: bench_pipelines (baseline 6cc062b)

• Baseline source: artifacts/perf/base/bench_pipelines_base.json
• Current source: artifacts/perf/head/bench_pipelines_head.json
• Baseline commit: 6cc062b8a4b3c276a66e7817b6d83dbc8a1e167a
• Comparable benchmarks: 11/11
• Improved: 6 | Regressed: 5

Top Wins

Benchmark	Baseline	Current	Delta
bench_hodge_phase_solve	7.386 ms	7.345 ms	-0.55%
bench_hodge_phase_gram	5.476 ms	5.461 ms	-0.27%
bench_hodge_phase_curl_energy	294.622 ms	294.155 ms	-0.16%
bench_hodge_phase_weak_derivative	27.655 ms	27.614 ms	-0.15%
bench_hodge_phase_eigenbasis	233.761 ms	233.565 ms	-0.08%

Top Regressions

Benchmark	Baseline	Current	Delta
bench_pipeline_spectral_main	110.076 ms	110.350 ms	+0.25%
bench_pipeline_diffusion_main/20	66.640 ms	66.739 ms	+0.15%
bench_pipeline_hodge_main	1.759 s	1.762 s	+0.14%
bench_hodge_phase_topology	107.977 ms	108.110 ms	+0.12%
bench_pipeline_diffusion_main/100	70.067 ms	70.072 ms	+0.01%

Full Comparison

Benchmark	Baseline	Current	Delta	Status
bench_hodge_phase_circular	1.080 s	1.080 s	-0.06%	improved
bench_hodge_phase_curl_energy	294.622 ms	294.155 ms	-0.16%	improved
bench_hodge_phase_eigenbasis	233.761 ms	233.565 ms	-0.08%	improved
bench_hodge_phase_gram	5.476 ms	5.461 ms	-0.27%	improved
bench_hodge_phase_solve	7.386 ms	7.345 ms	-0.55%	improved
bench_hodge_phase_topology	107.977 ms	108.110 ms	+0.12%	regressed
bench_hodge_phase_weak_derivative	27.655 ms	27.614 ms	-0.15%	improved
bench_pipeline_diffusion_main/100	70.067 ms	70.072 ms	+0.01%	regressed
bench_pipeline_diffusion_main/20	66.640 ms	66.739 ms	+0.15%	regressed
bench_pipeline_hodge_main	1.759 s	1.762 s	+0.14%	regressed
bench_pipeline_spectral_main	110.076 ms	110.350 ms	+0.25%	regressed