feat: refactor

[Autoparallel]

No description provided.

[github-actions]

Perf Smoke Report

Baseline ref: main
Baseline: 8369d1cbb2a7a47e2c14cce19f92c51f994b6251
Backend: parallel
Threads: 4

PR smoke: bench_geometry (baseline 8369d1c)

• Baseline source: artifacts/perf/base/bench_geometry_base.txt
• Current source: artifacts/perf/head/bench_geometry_head.txt
• Baseline commit: 8369d1cbb2a7a47e2c14cce19f92c51f994b6251
• Comparable benchmarks: 16/16
• Improved: 7 | Regressed: 9

Top Wins

Benchmark	Baseline	Current	Delta
bench_geometry_structure_ms/100x100	545.000 us	500.000 us	-8.26%
bench_geometry_flow_ms/100x100	71.000 us	68.000 us	-4.23%
bench_geometry_flow_ms/250x250	459.000 us	441.000 us	-3.92%
bench_geometry_frame_ms/100x100	1.539 ms	1.484 ms	-3.57%
bench_geometry_flow_ms/500x500	2.424 ms	2.394 ms	-1.24%

Top Regressions

Benchmark	Baseline	Current	Delta
bench_geometry_structure_ms/1000x1000	64.333 ms	66.886 ms	+3.97%
bench_geometry_structure_ms/500x500	16.375 ms	16.926 ms	+3.36%
bench_geometry_frame_ms/500x500	40.906 ms	42.020 ms	+2.72%
bench_geometry_curvature_ms/500x500	22.107 ms	22.700 ms	+2.68%
bench_geometry_frame_ms/1000x1000	162.207 ms	165.063 ms	+1.76%

Full Comparison

Benchmark	Baseline	Current	Delta	Status
bench_geometry_curvature_ms/1000x1000	88.808 ms	89.204 ms	+0.45%	regressed
bench_geometry_curvature_ms/100x100	923.000 us	916.000 us	-0.76%	improved
bench_geometry_curvature_ms/250x250	5.538 ms	5.585 ms	+0.85%	regressed
bench_geometry_curvature_ms/500x500	22.107 ms	22.700 ms	+2.68%	regressed
bench_geometry_flow_ms/1000x1000	9.066 ms	8.973 ms	-1.03%	improved
bench_geometry_flow_ms/100x100	71.000 us	68.000 us	-4.23%	improved
bench_geometry_flow_ms/250x250	459.000 us	441.000 us	-3.92%	improved
bench_geometry_flow_ms/500x500	2.424 ms	2.394 ms	-1.24%	improved
bench_geometry_frame_ms/1000x1000	162.207 ms	165.063 ms	+1.76%	regressed
bench_geometry_frame_ms/100x100	1.539 ms	1.484 ms	-3.57%	improved
bench_geometry_frame_ms/250x250	10.218 ms	10.262 ms	+0.43%	regressed
bench_geometry_frame_ms/500x500	40.906 ms	42.020 ms	+2.72%	regressed
bench_geometry_structure_ms/1000x1000	64.333 ms	66.886 ms	+3.97%	regressed
bench_geometry_structure_ms/100x100	545.000 us	500.000 us	-8.26%	improved
bench_geometry_structure_ms/250x250	4.221 ms	4.236 ms	+0.36%	regressed
bench_geometry_structure_ms/500x500	16.375 ms	16.926 ms	+3.36%	regressed

PR smoke: bench_dod (baseline 8369d1c)

• Baseline source: artifacts/perf/base/bench_dod_base.json
• Current source: artifacts/perf/head/bench_dod_head.json
• Baseline commit: 8369d1cbb2a7a47e2c14cce19f92c51f994b6251
• Comparable benchmarks: 11/12
• Improved: 6 | Regressed: 5

Top Wins

Benchmark	Baseline	Current	Delta
bench_flow_kernel/400	2.516 ms	2.091 ms	-16.88%
bench_markov_multi_step/2000/20	676.269 us	674.281 us	-0.29%
bench_markov_step/2000	33.679 us	33.618 us	-0.18%
bench_curl_energy/2000/16	11.015 ms	10.997 ms	-0.17%
bench_weak_derivative/2000/16	2.723 ms	2.721 ms	-0.08%

Top Regressions

Benchmark	Baseline	Current	Delta
bench_hodge_solve/2000/16	232.962 us	237.925 us	+2.13%
bench_curvature_kernel/400	13.368 ms	13.487 ms	+0.89%
bench_1form_gram/2000/16	894.696 us	898.585 us	+0.43%
bench_eigenbasis/2000/16	23.176 ms	23.202 ms	+0.12%
bench_markov_multi_step/20000/20	7.524 ms	7.528 ms	+0.05%

Full Comparison

Benchmark	Baseline	Current	Delta	Status
bench_1form_gram/2000/16	894.696 us	898.585 us	+0.43%	regressed
bench_curl_energy/2000/16	11.015 ms	10.997 ms	-0.17%	improved
bench_curvature_kernel/400	13.368 ms	13.487 ms	+0.89%	regressed
bench_diffusion_build/2000	54.233 ms	54.198 ms	-0.07%	improved
bench_eigenbasis/2000/16	23.176 ms	23.202 ms	+0.12%	regressed
bench_flow_kernel/400	2.516 ms	2.091 ms	-16.88%	improved
bench_hodge_solve/2000/16	232.962 us	237.925 us	+2.13%	regressed
bench_markov_multi_step/2000/20	676.269 us	674.281 us	-0.29%	improved
bench_markov_multi_step/20000/20	7.524 ms	7.528 ms	+0.05%	regressed
bench_markov_step/2000	33.679 us	33.618 us	-0.18%	improved
bench_mesh_topology_build/400	10.065 ms	n/a	n/a	not comparable
bench_weak_derivative/2000/16	2.723 ms	2.721 ms	-0.08%	improved

PR smoke: bench_pipelines (baseline 8369d1c)

• Baseline source: artifacts/perf/base/bench_pipelines_base.json
• Current source: artifacts/perf/head/bench_pipelines_head.json
• Baseline commit: 8369d1cbb2a7a47e2c14cce19f92c51f994b6251
• Comparable benchmarks: 10/11
• Improved: 6 | Regressed: 4

Top Wins

Benchmark	Baseline	Current	Delta
bench_hodge_phase_gram	5.461 ms	5.375 ms	-1.58%
bench_pipeline_hodge_main	1.774 s	1.764 s	-0.59%
bench_hodge_phase_weak_derivative	27.675 ms	27.606 ms	-0.25%
bench_hodge_phase_circular	1.082 s	1.081 s	-0.09%
bench_hodge_phase_eigenbasis	240.191 ms	240.096 ms	-0.04%

Top Regressions

Benchmark	Baseline	Current	Delta
bench_pipeline_diffusion_main/20	66.622 ms	68.273 ms	+2.48%
bench_hodge_phase_solve	7.290 ms	7.470 ms	+2.46%
bench_pipeline_diffusion_main/100	70.053 ms	70.604 ms	+0.79%
bench_hodge_phase_curl_energy	294.494 ms	294.933 ms	+0.15%

Full Comparison

Benchmark	Baseline	Current	Delta	Status
bench_hodge_phase_circular	1.082 s	1.081 s	-0.09%	improved
bench_hodge_phase_curl_energy	294.494 ms	294.933 ms	+0.15%	regressed
bench_hodge_phase_eigenbasis	240.191 ms	240.096 ms	-0.04%	improved
bench_hodge_phase_gram	5.461 ms	5.375 ms	-1.58%	improved
bench_hodge_phase_solve	7.290 ms	7.470 ms	+2.46%	regressed
bench_hodge_phase_topology	108.005 ms	n/a	n/a	not comparable
bench_hodge_phase_weak_derivative	27.675 ms	27.606 ms	-0.25%	improved
bench_pipeline_diffusion_main/100	70.053 ms	70.604 ms	+0.79%	regressed
bench_pipeline_diffusion_main/20	66.622 ms	68.273 ms	+2.48%	regressed
bench_pipeline_hodge_main	1.774 s	1.764 s	-0.59%	improved
bench_pipeline_spectral_main	110.548 ms	110.546 ms	-0.00%	improved