[0ax1]

Problem

The driver replacement needs a small CUDA binding layer with lazy library loading.

Solution

Add raw handles, symbols, errors, and fallible call wrappers in vortex-cuda-driver.

Assessment

The crate is excluded from publishing; existing consumers still use cudarc. Based on #10726 and prerequisite for #10720.

[codspeed]

Merging this PR will degrade performance by 13.14%

2 warnings, 1 note

⚠️ Walltime results may be unreliable

Some benchmarks used the Walltime instrument outside CodSpeed Macro Runners, which can make the results inconsistent.

Learn more about Macro Runners

See affected benchmarks

⚠️ 15 benchmarks are dominated by system calls

System calls cannot be simulated consistently and are left out of the measure. The reported value understates the real cost. Switch to the Walltime instrument to measure them.

Learn more about system calls

See affected benchmarks

ℹ️ 40 benchmarks have no flamegraph

The flamegraph wasn't generated: the symbols of the profiling trace could not be resolved, because no information about the language frames was collected.

See affected benchmarks

⚡ 3 improved benchmarks
❌ 8 regressed benchmarks
✅ 2397 untouched benchmarks
⏩ 12 skipped benchmarks¹
🗄️ 43 archived benchmarks run²

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	Walltime	threshold_neon[8]	1.3 µs	2.8 µs	-52.13%
❌	Walltime	filter_neon[8]	936 ns	1,424 ns	-34.27%
❌	Walltime	threshold_neon[64]	2.6 µs	3.9 µs	-33.32%
❌	Walltime	threshold_neon[80]	3.6 µs	4.4 µs	-19.07%
❌	Walltime	filter_neon[80]	2.5 µs	2.9 µs	-14.85%
❌	Walltime	filter_neon[64]	1.8 µs	2.1 µs	-13.49%
❌	Walltime	starts_with_avx512[8, VarBin]	40 µs	45.7 µs	-12.49%
❌	Walltime	bitpack_blocked_compress_avx2	6.8 µs	7.6 µs	-10.57%
⚡	CPU Simulation	decode_primitives[i64, (1000, 8)]	37.6 µs	24 µs	+56.62%
⚡	CPU Simulation	take[routing/alternating_chunks/primitive/nonnull/chunks=32/indices=1000]	247.1 µs	196.7 µs	+25.61%
⚡	Walltime	words_gather_dispatch_neon[65536]	2 µs	1.8 µs	+10.18%

Tip

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

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_{Comparing ad/cuda-driver-bindings (3c6c195) with develop (e083440)}

Footnotes

1. 12 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. ↩

2. 43 benchmarks were run, but are now archived. If they were deleted in another branch, consider rebasing to remove them from the report. Instead if they were added back, click here to restore them. ↩