Cargo Bench Rt

Cargo Bench RT

Audio DSP correctness is not enough — the implementation must also fit within the real-time buffer budget. At 48 kHz with a 128-sample block (the AudioWorklet quantum), a process() call has roughly 2.67 ms to complete; on a typical native build with 256-sample blocks at 48 kHz the budget is ~5.33 ms.

This skill wraps Criterion in two modes:

1. First run / baseline mode — establishes a baseline measurement of a named bench and commits it.
2. Regression mode — compares the current measurement against the committed baseline and fails if the regression exceeds a configurable percentage.

The intent mirrors the c-audio-engineer's "profile the callback against the real-time budget" rule, applied to Rust DSP crates.

Requirements

• A [[bench]] entry in the crate's Cargo.toml for the named benchmark.
• The criterion crate as a dev-dependency.
• A bench source file at benches/.rs using the Criterion harness.

Typical Criterion bench skeleton:

use criterion::{black_box, criterion_group, criterion_main, Criterion};

fn bench_process(c: &mut Criterion) {
    let mut state = my_dsp::Processor::new(48_000.0);
    let mut buf = [0.0_f32; 128];
    c.bench_function("process_128", |b| {
        b.iter(|| state.process(black_box(&mut buf)));
    });
}

criterion_group!(benches, bench_process);
criterion_main!(benches);

Instructions

The arguments are in $ARGUMENTS. Pass them directly to the bench script:

bash "$(dirname "$0")/bench.sh" $ARGUMENTS

• Argument 1: crate directory.
• Argument 2: bench name (matches the [[bench]] name = "..." in Cargo.toml).
• Optional --save-baseline: overwrite the baseline with the current measurement. Use after a deliberate performance change.
• Optional --budget-pct N (default 5): regression budget in percent. The bench fails if the new measurement is more than N% slower than the baseline.

Output sections

| Section | What it reports | |---|---| | BENCH | Criterion run summary (mean, std dev, throughput) | | BUDGET | Pass/fail vs the baseline, with the actual delta |

Typical usage

# Establish a baseline after a deliberate optimisation
bash bench.sh ./rust/audio-dsp process_128 --save-baseline

# Regression check on every CI run (default budget: 5%)
bash bench.sh ./rust/audio-dsp process_128

# Tighter budget for hot-path benches
bash bench.sh ./rust/audio-dsp process_128 --budget-pct 2

What to look for

• BENCH mean exceeding the real-time budget — the implementation cannot keep up with real time even on the development machine. Profile (Instruments / perf), find the hot function, optimise. Do not commit a baseline that is already over budget.
• BUDGET failing — the change made the bench slower than tolerable. Inspect the diff for the cause: extra branching, unintentional bounds checks, a #[inline] removed, SIMD path disabled.
• High standard deviation — the measurement is noisy. Run with the machine under low load, close browsers and heavy processes, or use taskset/nice to pin the bench to a quiet CPU.

Where the baseline lives

Criterion stores baselines under target/criterion///. This skill uses baseline name rt-baseline and expects projects to commit it under benches/baselines// — see the script for the exact mapping.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: gertsylvest
• Source: gertsylvest/meta-team
• License: MIT

Install and usage instructions live in the source repository linked above.