feat[cuda]: canonical to_host

[joseph-isaacs]

No description provided.

[codspeed-hq]

CodSpeed Performance Report

Merging this PR will degrade performance by 29.75%

_{Comparing ji/cuda-host-canonical (4abf4bd) with develop (c6161f6)}

⚠️ 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.

Summary

⚡ 3 improved benchmarks
❌ 7 regressed benchmarks
✅ 1252 untouched benchmarks
⏩ 1290 skipped benchmarks¹

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	WallTime	u8_FoR[10M]	6.3 µs	5.6 µs	+12.34%
❌	Simulation	canonical_into_non_nullable[(10000, 100, 0.01)]	2.1 ms	2.9 ms	-27.39%
❌	Simulation	canonical_into_non_nullable[(10000, 100, 0.0)]	1.9 ms	2.7 ms	-29.75%
❌	Simulation	canonical_into_non_nullable[(10000, 100, 0.1)]	3.7 ms	4.5 ms	-18.15%
⚡	Simulation	canonical_into_nullable[(10000, 10, 0.0)]	528.5 µs	444.1 µs	+19.03%
❌	Simulation	into_canonical_non_nullable[(10000, 100, 0.01)]	2.2 ms	3 ms	-27.05%
❌	Simulation	into_canonical_non_nullable[(10000, 100, 0.1)]	3.8 ms	4.6 ms	-17.7%
⚡	Simulation	canonical_into_nullable[(10000, 100, 0.0)]	4.9 ms	4.1 ms	+19.79%
❌	Simulation	into_canonical_non_nullable[(10000, 100, 0.0)]	1.9 ms	2.7 ms	-29.42%
❌	Simulation	into_canonical_nullable[(10000, 100, 0.0)]	4.4 ms	5.2 ms	-15.62%

Footnotes

1. 1290 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. ↩