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Add UnitVector tensor refinement - #9421

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ct/unit-vector
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Add UnitVector tensor refinement#9421
connortsui20 wants to merge 1 commit into
ct/extension-coerce-tofrom
ct/unit-vector

feat: add unit vector tensor refinement

7a41686
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CodSpeed HQ / CodSpeed Performance Analysis failed Aug 14, 2026 in 0s

2 benchmarks regressed

⚠️ 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.

⚡ 6 improved benchmarks
❌ 2 regressed benchmarks
✅ 1992 untouched benchmarks
⏩ 89 skipped benchmarks1

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

Mode Benchmark BASE HEAD Efficiency
WallTime words_gather_scalar[65536] 8.3 µs 9.4 µs -12.02%
Simulation take[small_m/shuffled/primitive/nonnull/chunks=16384/indices=16] 1.1 ms 1.2 ms -11.37%
Simulation encode_nullable[256] 333.5 µs 231.5 µs +44.08%
Simulation encode_nullable[2] 1,109.2 µs 770.4 µs +43.98%
Simulation encode_nullable[32] 368.5 µs 259.4 µs +42.08%
Simulation encode_non_nullable[2] 866.5 µs 686.6 µs +26.21%
Simulation encode_non_nullable[256] 256.5 µs 209.3 µs +22.56%
Simulation encode_non_nullable[32] 304.8 µs 252.9 µs +20.51%

Tip

Investigate this regression by commenting @codspeedbot fix this regression on this PR, or directly use the CodSpeed MCP with your agent.


Comparing ct/unit-vector (7a41686) with ct/extension-coerce-to (ec1dddb)

Open in CodSpeed

Footnotes

  1. 89 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.