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//! D1 substrate: persistent-kernel-mode decision policy.
//!
//! When a workload submits many small kernel launches with the same
//! pipeline, the launch overhead dominates execution time (~5 µs
//! per native launch, ~10–50 µs per portable queue submit). Replacing the
//! N launches with ONE persistent kernel that polls a device-side
//! work queue eliminates the per-launch cost entirely — a 100×
//! speedup on workloads where kernel duration < 50 µs.
//!
//! Persistent mode has a one-time setup cost (allocate the work queue,
//! launch the persistent kernel, signal shutdown at the end). This
//! amortises only when the batch is large enough. The decision policy
//! here owns the threshold: given the measured per-launch overhead and
//! per-item kernel duration, should the dispatcher run N standard
//! launches or one persistent kernel?
//!
//! Pure decision — no kernel launch, no Program walk. Caller passes
//! the measurements; the substrate produces a verdict.
/// Inputs to the persistent-kernel decision.
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub struct PersistentKernelInputs {
/// Number of small launches in the upcoming batch.
pub batch_size: u32,
/// Average per-launch host-side overhead in nanoseconds. Measured
/// on the live backend at startup; native is typically ~5_000 ns,
/// portable typically ~25_000 ns.
pub per_launch_overhead_ns: u64,
/// Average per-item kernel duration in nanoseconds. The
/// dispatcher measures this on the warmup pass before the batch.
pub per_item_kernel_ns: u64,
/// Setup cost of bringing up persistent mode (work-queue alloc,
/// initial launch, signal handshake) in nanoseconds. native: ~50_000
/// for a fresh queue; portable: ~200_000.
pub persistent_setup_overhead_ns: u64,
}
/// Verdict returned by [`decide_persistent_kernel`].
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
pub enum PersistentKernelDecision {
/// Use the standard launch path — N separate kernel launches.
/// Either the batch is too small to amortise persistent setup,
/// or the per-item kernel is large enough that launch overhead
/// is negligible.
StandardLaunches,
/// Use persistent kernel mode — one launch + device-side queue
/// polling for `batch_size` work items.
PersistentKernel {
/// Predicted total time saved (in nanoseconds) by using the
/// persistent path vs N standard launches. Useful for
/// telemetry and for the autotune store.
savings_ns: u64,
},
}
impl std::fmt::Display for PersistentKernelDecision {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match self {
Self::StandardLaunches => f.write_str("standard-launches"),
Self::PersistentKernel { savings_ns } => write!(f, "persistent-kernel:{savings_ns}"),
}
}
}
/// Decide whether to use persistent kernel mode for this batch.
///
/// Standard launches cost: `batch_size * per_launch_overhead + batch_size * per_item_kernel`.
/// Persistent cost: `persistent_setup + batch_size * per_item_kernel`.
/// Persistent wins iff `batch_size * per_launch_overhead > persistent_setup`.
///
/// Returns `StandardLaunches` when batch_size is 0 or 1 (persistent
/// mode never wins for a single launch — the setup cost dominates).
#[must_use]
pub fn decide_persistent_kernel(inputs: PersistentKernelInputs) -> PersistentKernelDecision {
if inputs.batch_size <= 1 {
return PersistentKernelDecision::StandardLaunches;
}
// Defensive: zero per-launch overhead means we have no model to
// amortise — keep the standard path.
if inputs.per_launch_overhead_ns == 0 {
return PersistentKernelDecision::StandardLaunches;
}
let standard_overhead =
(inputs.batch_size as u64).saturating_mul(inputs.per_launch_overhead_ns);
if standard_overhead <= inputs.persistent_setup_overhead_ns {
return PersistentKernelDecision::StandardLaunches;
}
let savings_ns = standard_overhead.saturating_sub(inputs.persistent_setup_overhead_ns);
PersistentKernelDecision::PersistentKernel { savings_ns }
}
#[cfg(test)]
mod tests {
use super::*;
fn inp(batch: u32, launch_ovh: u64, item_ns: u64, setup: u64) -> PersistentKernelInputs {
PersistentKernelInputs {
batch_size: batch,
per_launch_overhead_ns: launch_ovh,
per_item_kernel_ns: item_ns,
persistent_setup_overhead_ns: setup,
}
}
#[test]
fn single_launch_is_always_standard() {
// No matter how cheap the persistent setup, a 1-launch batch
// can't beat the standard path.
let dec = decide_persistent_kernel(inp(1, 5_000, 1_000, 1_000));
assert_eq!(dec, PersistentKernelDecision::StandardLaunches);
}
#[test]
fn zero_batch_is_standard() {
let dec = decide_persistent_kernel(inp(0, 5_000, 1_000, 50_000));
assert_eq!(dec, PersistentKernelDecision::StandardLaunches);
}
#[test]
fn small_batch_below_amortisation_threshold_is_standard() {
// 5 launches × 5 µs = 25 µs total; persistent setup = 50 µs →
// standard is cheaper.
let dec = decide_persistent_kernel(inp(5, 5_000, 1_000, 50_000));
assert_eq!(dec, PersistentKernelDecision::StandardLaunches);
}
#[test]
fn batch_at_amortisation_threshold_is_standard() {
// Exactly equal — the policy uses strict `>` so equal cost
// stays on the standard path (cheaper to keep launching).
let dec = decide_persistent_kernel(inp(10, 5_000, 1_000, 50_000));
assert_eq!(dec, PersistentKernelDecision::StandardLaunches);
}
#[test]
fn large_batch_above_threshold_picks_persistent() {
// 100 launches × 5 µs = 500 µs; persistent setup = 50 µs →
// savings = 450 µs.
let dec = decide_persistent_kernel(inp(100, 5_000, 1_000, 50_000));
assert_eq!(
dec,
PersistentKernelDecision::PersistentKernel {
savings_ns: 450_000
}
);
}
#[test]
fn portable_typical_overheads_pick_persistent_at_modest_batch() {
// portable submit overhead ~25 µs; persistent setup ~200 µs.
// 10 launches × 25 µs = 250 µs > 200 µs setup → persistent.
let dec = decide_persistent_kernel(inp(10, 25_000, 5_000, 200_000));
assert_eq!(
dec,
PersistentKernelDecision::PersistentKernel { savings_ns: 50_000 }
);
}
#[test]
fn zero_per_launch_overhead_returns_standard() {
// Defensive: a backend that reports zero launch overhead has
// no model to amortise — keep the standard path.
let dec = decide_persistent_kernel(inp(1000, 0, 100, 50_000));
assert_eq!(dec, PersistentKernelDecision::StandardLaunches);
}
#[test]
fn savings_is_strictly_positive_for_persistent_verdict() {
let dec = decide_persistent_kernel(inp(1000, 5_000, 1_000, 50_000));
match dec {
PersistentKernelDecision::PersistentKernel { savings_ns } => {
assert!(savings_ns > 0);
}
other => panic!("expected PersistentKernel; got {:?}", other),
}
}
#[test]
fn item_duration_does_not_affect_decision() {
// The decision is purely about overhead vs setup; per-item
// kernel duration appears on both sides of the inequality
// and cancels.
let small_kernel = decide_persistent_kernel(inp(100, 5_000, 100, 50_000));
let large_kernel = decide_persistent_kernel(inp(100, 5_000, 1_000_000, 50_000));
assert_eq!(small_kernel, large_kernel);
}
#[test]
fn saturating_arithmetic_protects_against_overflow() {
// Adversarial: batch_size × per_launch_overhead near u64::MAX
// must not panic. Use saturating arithmetic; verdict should
// still be PersistentKernel because the saturated total is
// much larger than persistent_setup.
let dec = decide_persistent_kernel(inp(u32::MAX, u64::MAX / 2, 1, 50_000));
match dec {
PersistentKernelDecision::PersistentKernel { .. } => {}
other => panic!("expected PersistentKernel; got {:?}", other),
}
}
#[test]
fn persistent_kernel_displays_stable_strings() {
assert_eq!(
format!("{}", PersistentKernelDecision::StandardLaunches),
"standard-launches"
);
assert_eq!(
format!("{}", PersistentKernelDecision::PersistentKernel { savings_ns: 99 }),
"persistent-kernel:99"
);
}
}