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[perf] faster sparse bitpacked filter & take - #9723

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perf(fastlanes): Batch sparse extraction

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CodSpeed / CodSpeed Performance Analysis succeeded Sep 16, 2026

Performance Gate Passed

⚠️ Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data.

For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

⚠️ Different runtime environments detected

Some benchmarks with significant performance changes were compared across different runtime environments,
which may affect the accuracy of the results.

Open the report in CodSpeed to investigate

⚡ 28 improved benchmarks
✅ 2246 untouched benchmarks
⏩ 218 skipped benchmarks1

Performance Changes

Mode Benchmark BASE HEAD Efficiency
⚡ WallTime threshold_neon[8] 4.6 µs 1.7 µs ×2.7
⚡ WallTime threshold_avx2[8] 3.4 µs 1.7 µs +94.7%
⚡ WallTime threshold_neon[8] 3.2 µs 1.8 µs +79.55%
⚡ WallTime threshold_neon[160] 8.5 µs 4.9 µs +71.94%
⚡ WallTime threshold_avx512[8] 3 µs 1.8 µs +70.39%
⚡ WallTime threshold_neon[64] 4.7 µs 2.9 µs +63.39%
⚡ WallTime threshold_avx2[8] 2.5 µs 1.7 µs +44.48%
⚡ WallTime threshold_avx2[160] 6.3 µs 4.6 µs +37.63%
⚡ WallTime threshold_avx512[192] 6.5 µs 4.7 µs +36.6%
⚡ WallTime threshold_avx512[160] 5.9 µs 4.4 µs +34.06%
⚡ WallTime threshold_avx512[8] 2.3 µs 1.7 µs +33.28%
⚡ WallTime filter_neon[64] 3.2 µs 2.4 µs +31.21%
⚡ WallTime threshold_neon[192] 9.2 µs 7.1 µs +30.43%
⚡ WallTime threshold_neon[32] 2.9 µs 2.3 µs +28.18%
⚡ WallTime threshold_neon[8] 2.2 µs 1.7 µs +27.7%
⚡ WallTime threshold_avx2[192] 7 µs 5.5 µs +27.15%
⚡ WallTime filter_neon[160] 5.7 µs 4.5 µs +26.45%
⚡ WallTime threshold_neon[80] 5.1 µs 4.1 µs +24.08%
⚡ WallTime threshold_avx2[80] 3.9 µs 3.1 µs +23.73%
⚡ WallTime threshold_avx512[64] 3.3 µs 2.7 µs +22.82%
... ... ... ... ... ...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

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Curious why performance improved? Comment @codspeedbot explain why performance improved on this PR, or directly use the CodSpeed MCP with your agent.


Comparing wm/fastlanes-sparse-extraction (895c184) with rk/fastlanes-sparse-benchmarks (f17daff)

Open in CodSpeed

Footnotes

  1. 218 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩